fix(experiments): bound execution and record cross-domain findings

Reject timer overflow at the named execution contract and validate published SDK schemas through real stdio clients. Preserve explicit unknowns and value types in fact grading. Record sixteen serial Terra-high trials, guided inventory questions and a migration decision that retains existing REA APIs. Twelve fact/reference checks pass; remaining managed trials expose classification omissions or transcript truncation. Twelve actual stdio tests pass, including guest allocation recovery, cancellation and retained partial Evidence.
test(experiments): compare source facts across equivalent report forms
2026-10-11 19:29:48 +00:00 · 2026-10-11 18:33:39 +00:00 · 2026-10-11 18:18:22 +00:00 · 2026-10-11 18:02:47 +00:00 · 2026-10-11 17:26:35 +00:00 · 2026-10-11 17:10:53 +00:00
1269 changed files with 365097 additions and 12246 deletions
@@ -0,0 +1,134 @@
+---
+name: rea-changelog-update
+description: Prepare or rewrite REA release changelogs and GitHub release notes from pinned Git history, with verified contributor thanks and Release Please synchronization.
+---
+
+# REA changelog update
+
+Use this for release-note preparation and contributor attribution. Read
+[docs/releasing.md](../../../docs/releasing.md) from the repository root for
+publication authority and the existing checkpoint checks. This skill prepares
+notes; it does not authorize merging, tagging, or publishing.
+
+## Inventory before prose
+
+Fetch complete history and tags. Select the published baseline tag from
+`.release-please-manifest.json` on the release PR's **base branch**, and pin that
+branch's exact SHA as the editorial target. REA tags are `rea-agents-VERSION`.
+Use the proposed version, including its prerelease suffix; do not change the
+`always-bump-minor` strategy to imitate OpenClaw's calendar versions.
+
+```bash
+node scripts/release-notes.mjs inventory \
+  --repository morluto/rea --base rea-agents-PREVIOUS \
+  --target FULL_BASE_BRANCH_SHA --version VERSION \
+  --manifest /tmp/rea-VERSION.contributions.json
+node scripts/release-notes.mjs record \
+  --manifest /tmp/rea-VERSION.contributions.json \
+  --summary \
+  --output /tmp/rea-VERSION.record.md
+```
+
+Read the inventory, not just the existing bot draft. It includes side-branch
+commits, GitHub-associated PRs whose merge commits are in the range, commit
+authors/co-authors, and confirmed closing issues with their reporters. GitHub
+connections are paginated. Network errors stop generation; rerun into a new
+output file after recovery. Existing output files are never overwritten.
+
+Unresolved commit identities are retained as names/emails with `user: null`;
+never guess a handle or thank the merger as a substitute. The report preserves
+unknowns. This is a reviewed metadata snapshot, not independent proof that a
+human authored a patch. For unattributed identities, unusual merge strategies,
+backports, reversions, or references that GitHub did not associate, inspect
+the source PRs and diffs and report the limitation. The current collector uses
+confirmed PR-closing relationships for issue-reporter credit; unrelated issue
+mentions are not automatically credited. Do not claim that merely inventoried
+work still ships after a revert.
+
+## Write for users and retain credit
+
+Rewrite only the newest `## [VERSION]` section in `CHANGELOG.md`, preserving its
+version/date/link heading. Use single-line Markdown list items under:
+
+- `### Highlights`: a few release-defining user outcomes; no quota for small releases.
+- `### Changes`: capabilities and meaningful behavior changes.
+- `### Fixes`: reliability, correctness, compatibility, and safety fixes.
+- `### ⚠ BREAKING CHANGES`: retain when applicable, with migrations and original
+  PR/commit references required by the existing checkpoint validator.
+
+Group related work by analyst workflow or user impact. Explain the resulting
+behavior in short, concrete entries. Highlights summarize the release; avoid
+repeating their full descriptions in Changes. Internal cleanup, tests, CI, and
+routine documentation generally belong only in the provenance file. Read ambiguous PRs/diffs before making
+claims. Distinguish simulated-provider checks from real-provider verification.
+
+Credit each represented contribution once in the public notes with its link
+and `Thanks @...` for its verified human author, known co-authors, and confirmed
+closing-issue reporters. Grouping preserves all those credits in one line.
+When Highlights, detailed entries or migrations reference the same work,
+put its thanks in one of those entries, not all of them. Include issue links.
+Direct-commit bullets carry the commit link and known human credit.
+Exclude GitHub bots and known agent accounts. REA's observed Anthropic and
+Cursor co-author trailers resolve to `@claude` and `@cursoragent` with GitHub
+type `User`; the credit policy excludes them while retaining their metadata.
+At the REA maintainer's request, omit `@morluto` self-thanks while preserving
+authorship in the inventory. Other human contributors remain eligible.
+Use explicit GitHub links for cross-repository references to avoid ambiguous
+`#NNN` numbers. Unknown handles stay unknown; they are not fabricated credit.
+
+Append the generated `record --summary` provenance link verbatim at the end
+of this release. The linked inventory accounts for every discovered in-range
+PR and direct contribution, including internal work omitted from the prose.
+Do not paste the full `record` output into public notes: it duplicates thanks
+and obscures the user-facing changes. Full records remain available for review.
+Do not hand-edit generated credits to make validation pass. Refresh the inventory
+when product history changes; a prose-only correction can reuse the snapshot.
+
+## Finalize with Release Please
+
+Before changing the live release PR, have authorization for that PR update.
+Local preparation and validation can proceed independently.
+
+1. Add `rea:release-notes-finalized` to the selected open release PR **before**
+   editing its branch/body. Main proposal pushes respect this label. This is
+   our workflow guard, not Release Please's `autorelease: snooze` mechanism.
+   A proposal already running must finish before editing. Do not dispatch
+   manual preparation over finalized notes.
+2. On that release branch, save the reviewed inventory as
+   `docs/releases/VERSION.contributions.json`. This is durable public release
+   provenance, not a temporary planning file. Do not add credentials or local
+   environment dumps. Keep the existing version artifacts aligned.
+3. Run the existing checkpoint validator and the new checker:
+
+   ```bash
+   node scripts/release-notes.mjs check \
+     --manifest docs/releases/VERSION.contributions.json
+   node scripts/release-notes.mjs render \
+     --manifest docs/releases/VERSION.contributions.json \
+     --output /tmp/rea-VERSION.notes.md
+   ```
+
+   The checker supports inline PR bodies, including their surrounding metadata,
+   up to GitHub's 65,536-character limit. It fails on larger notes rather than
+   truncating credit; Release Please's overflow-link bodies are not integrated.
+
+4. Update the release PR body with the rendered section while preserving its
+   Release Please header/footer and component/version structure. Use a body
+   file for `gh pr edit --body-file`; changing only `CHANGELOG.md` does not
+   change Release Please's release body. Push only authorized changes.
+5. Freshly fetch the PR body to a file and run `check --pr-body FILE`. Review
+   the complete diff and wait for current CI. Publication checks the body
+   again before release creation. Avoid further body edits while publishing.
+
+The finalization label freezes bot refreshes, not main. New product changes
+after the inventory target require refreshing the notes before publication.
+The workflow checks target ancestry and allows only release metadata paths
+after that target. It also requires the inventory target to equal the reviewed
+merge's first parent, so intervening main commits require a fresh inventory.
+Review diffs within the allowed release metadata paths too: the path guard does
+not prove that package dependency/script edits are version-only changes.
+To resume automatic proposals, remove the finalization label and let the bot
+regenerate; expect editorial changes to be replaced.
+
+Existing releases without a contribution inventory retain their current
+publication path. Never retag or republish a package to correct release prose.
@@ -2,7 +2,7 @@
 name: reverse-engineer-anything
 description: Reverse engineer native, managed, Electron/JavaScript, packaged, firmware, and browser targets with REA. Use shipped-artifact or requested runtime evidence to explain features, compare versions, decompile code, or guide a reconstruction. Skip REA for ordinary source-repository architecture analysis.
 metadata:
-  version: "35"
+  version: "38"
 ---

 # REA
@@ -25,57 +25,18 @@ a skill installed from repository main may describe capabilities absent from
 an older npm release. Keep complete inline Evidence when that server does not
 advertise retained references.

-When tools are absent or registration is stale:
+If tools are absent, a call is blocked by the client, or a required provider is
+unavailable, read [connection and recovery](references/connection-and-recovery.md).
+Diagnose the observed blocker, continue useful supported work, and resume the
+original task after repair. Client approval, shell PATH, registration and engine
+availability have different remedies; avoid repeating setup for all of them.

-1. Diagnose without changing files. For Codex, run
-   `npx -y rea-agents@latest doctor --client codex --json`. Substitute the current
-   supported client: `claude_code`, `claude_desktop`, `codex`, `cursor`,
-   `gemini_cli`, `windsurf`, `devin`, `opencode`, `antigravity`, `copilot_cli`,
-   `commandcode`, `qwen_code`, `vscode`, `grok_build`, `omp`, `pi`, `hermes`, or `grok_bot`. `grok_bot` has no local
-   file registration: doctor reports the Grok Bot chat step, and setup does not
-   write `mcp.json`. If the client is unknown, use `doctor --json` and
-   inspect its registration results before choosing a setup scope.
-2. Distinguish the reason. Missing, malformed, or stale registration needs a
-   scoped configuration repair. An aligned registration with no tools in the
-   active session needs a restart/reconnection; doctor cannot prove that the
-   current agent has connected. A missing provider affects only tasks requiring
-   that provider: static JavaScript inspection needs neither Hopper nor Ghidra,
-   and Android inspection has separate bring-your-own JADX/Java prerequisites.
-3. For a configuration repair, prepare the read-only plan:
-   `npx -y rea-agents@latest setup --client codex --dry-run --json`.
-   Use the current client's ID, show its exact proposed paths, backups, and
-   changes, and obtain approval before setup writes configuration or installs
-   Hopper. Setup normally installs the matching bundled skill too; include that
-   replacement in the reviewed plan. After approval, apply the same scope with
-   `npx -y rea-agents@latest setup --client codex --yes`. Add `--install-hopper`
-   only if that separate installation was needed and explicitly approved.
-4. Restart/reconnect the affected agent. Verify that REA tools actually appear
-   in the session, then resume the original investigation. If they remain
-   absent, inspect the client's MCP launch error rather than repeating setup.
-
-REA setup never installs or upgrades Node.js, npm, Homebrew, Java, Ghidra, IDA,
-JADX, Binwalk, or Unblob. Use existing prerequisites; do not install unrelated
-software to repair
-MCP registration. For an unsupported client, use manual stdio registration
-with a version-pinned `rea-agents` package or continue through the CLI.
-
-A concrete CLI fallback for an operator-supplied JavaScript tree or ASAR is:
-
-```bash
-npx -y rea-agents@latest analyze-javascript-application /absolute/path/to/app --json > app-evidence.json
-jq -c '{source: {kind: "inline", evidence: .}, view: {kind: "summary"}}' app-evidence.json > app-view.json
-npx -y rea-agents@latest inspect-analysis-view app-view.json
-```
-
-No MCP registration or native engine is required. The CLI returns the complete
-Evidence record directly, and a real application can produce hundreds of
-megabytes, so save it to a file rather than reading it into context. Start from
-the summary view, then request a module page
-(`{"kind": "page", "collection": "modules", "offset": 0, "limit": 32}`) or one
-module the same way, or pass the saved Evidence inline to
-`trace-application-feature`. Read graph, limitations, and unknowns with the
-same care as an MCP result. This fallback does not establish that MCP is
-configured. Native CLI tasks still require their selected engine.
+Prefer an existing `rea` CLI. When none is installed and REA package acquisition
+is within the authorized scope, use `npx -y rea-agents@latest` in its place.
+Configuration repair starts with a read-only setup plan; show paths, backups and
+skill replacement before applying authorized changes. Preserve existing approval
+and target-execution boundaries. REA setup never installs or upgrades unrelated
+software, including Node.js, npm, Homebrew, Java, Ghidra, IDA, JADX, Binwalk or Unblob.

 ## Route the target first

@@ -106,6 +67,11 @@ explicit path or endpoint and do not need it.
  [historical captures](https://github.com/morluto/rea/blob/main/docs/web-network-captures.md) for the exact upstream
  profile and credential exclusions.
 - User-owned Electron runtime already open: `list_electron_targets`.
+- Explicit local WebAssembly artifact: `inspect_wasm_artifact`. Supply WABT 1.0.42
+  through `REA_WABT_BIN_DIRECTORY`; retain exact byte/tool identity and decoded WAT.
+  Select JavaScript glue and candidate paths explicitly and preserve URL/path
+  ambiguity. No implicit fetch or target execution; WAT is not original source.
+  See the [WASM guide](https://github.com/morluto/rea/blob/main/docs/wasm-artifacts.md).
 - Explicit local EVM bytecode carrier: `inspect_evm_interface` with caller-selected
  `raw` or `hex` encoding. Preserve carrier/decoded digests and treat selectors,
  argument strings and mutability as inferred candidates; this performs no chain
@@ -121,6 +87,9 @@ explicit path or endpoint and do not need it.
  Historical PIDs do not select live processes. Request `include_debugger_context`
  only when core-only mapping candidates help; see the
  [recorded crash guide](https://github.com/morluto/rea/blob/main/docs/recorded-crashes.md).
+- PE resource type/name/language trees and static icon group references:
+  `inspect_pe_resources` with an explicit path. This portable operation requires
+  no active target or engine; opaque payloads retain file ranges and SHA-256.
 - Native executable, library, or analysis database: `open_binary`, then
  use focused analysis tools directly; call `binary_overview` when metadata or
  inventory context is useful and available from the selected provider.
@@ -137,9 +106,11 @@ after opening; IDA does not supply `binary_overview`. Consult session availabili
 when composing broader workflows. Modern direct callers and unsupported dossier
 facets remain unknown; live IDA results are not replayed from snapshots.

-If the app is missing, ask which app to inspect. Resolve a human-readable app
-name to one clear installed artifact when possible; ask only when matches are
-ambiguous. Never choose an example app on the user's behalf.
+If the user says only "my app" without a name, path, or target already selected
+for this task, ask which app before searching for artifacts. Paths in unrelated
+saved reports and nearby test fixtures do not select the user's target. Resolve
+an actual human-readable app name to one clear installed artifact when possible;
+ask when matches are ambiguous. Never choose an example app on the user's behalf.

 In a target-free session, use `open_binary` to bind any archive/package or
 native target whose analysis tool operates on the active target. Do not call an
@@ -150,7 +121,15 @@ list stays complete; availability depends on the operation, target, and host.
 ## Work summary-first

 Start with the default result and use its inline Evidence and graph context.
-Do not repeat an identical tool call. Make a focused follow-up only when the
+For a JavaScript application or ELF layout whose size is unknown or large,
+call `analyze_javascript_application` or `inspect_binary_layout` with
+`"detail": "summary"`, then inspect the retained `parent_evidence_id` with
+`inspect_analysis_view`.
+Page module identities and select the returned `node_id` before requesting an
+item; a single file path can represent several graph roles. Do not repeat an
+identical analysis or rejected call without a changed input or resolved blocker.
+Recheck session state when a lifecycle change makes that status useful.
+Make a focused follow-up only when the
 returned result leaves a specific question unanswered.

 If MCP reports `resource_constraint` with `details.resource: "transport"`, call
@@ -161,6 +140,24 @@ session to a selected path. The analysis remains complete in the ledger; avoid
 repeating it merely to request the same oversized response. Complete CLI JSON
 output also streams without a single MCP frame.

+When the retained parent ID is unknown, use `get_evidence_bundle` with
+`detail: "summary"` and exact filters for operation, target SHA-256,
+analysis-profile digest or canonical procedure address. Select its returned
+Evidence ID for the next view instead of requesting the complete bundle.
+`retention: "complete-record"` means the whole record is stored; native
+value-flow truncation and unknown metadata remain separate. For an exported
+portable bundle, use `rea inspect-evidence-bundle` with JSON containing `path`,
+`detail: "summary"` and the same `filters`. Reading that file still requires
+validating its full contents within the local memory budget.
+
+A client can also truncate a successful tool result without a REA transport
+error. Treat that preview as incomplete; use the retained parent ID for smaller
+views or export when the full record is needed. Do not parse the preview as
+canonical JSON or repeat the producer. For JavaScript, read the
+[module-view and trace recipes](references/javascript-applications.md) before
+drilling into a large graph; a broad bidirectional trace can expand unrelated
+containment relationships even after summary analysis.
+
 Every conclusion must distinguish observations, inferences, and unknowns. Cite
 Evidence IDs, preserve limitations and incomplete coverage, and never imply
 that static analysis observed execution. Runtime requests execute the declared
@@ -168,7 +165,9 @@ target and lifecycle; do not broaden the target or action beyond those fields.

 Within the user's requested investigation, call available analysis tools
 directly. REA does not require permission grants or per-call approval flags.
-Follow the declared request scope and the host's actual access requirements.
+The agent client can independently require approval. Follow the declared request
+scope and the host's actual access requirements; use the recovery guide for an
+observed client-policy rejection.

 ## Plan broader investigations

@@ -0,0 +1,127 @@
+# Connection and task recovery
+
+Read this guide only for an observed connection, command, approval or provider
+blocker. Keep the user's target and question in view. Explain what prevented the
+operation and the next useful step; after repair, continue the investigation.
+
+Commands below use an installed `rea`. If none is available, use the package
+invocation in `SKILL.md` when acquiring REA is authorized. Follow the connected
+server's schemas and the installed CLI's help rather than assuming repository
+main and an older release expose the same arguments.
+
+## Choose the remedy from the observed failure
+
+| Observation                                                     | Meaning and next step                                                                                                                                                                                            |
+| --------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
+| No REA tools in the active session                              | Inspect registration with `rea doctor --client codex --json`. A skill installation alone does not register MCP.                                                                                                  |
+| Missing, malformed or stale registration                        | Prepare a scoped setup plan; apply only authorized changes with backups.                                                                                                                                         |
+| Aligned registration, but no connected tools                    | Restart/reconnect the client. Doctor checks registration; it cannot establish the current agent's connection. Inspect the client's launch error if reconnection fails.                                           |
+| `MCP tool call requires approval, but approval policy is never` | Codex rejected the call before REA executed it. Do not install an engine or repeat setup to solve this client-policy decision. See the approval section below.                                                   |
+| REA returns `provider_unavailable` or an unavailable tool entry | Read that operation's provider diagnostics or `binary_session.result.tool_availability`. Resolve only the prerequisite needed for the task; a complete tool catalog does not imply every operation is available. |
+| `rea` is missing in a child shell, or Node is incompatible      | Inspect the actual shell PATH and launcher/runtime. A prefix installation may be absent from a login shell's PATH; this does not establish a broken MCP registration.                                            |
+
+If the client cannot launch its shell/sandbox helper or read the installed skill,
+inspect its launch diagnostic. For example, Codex can refuse helper aliases when
+CODEX_HOME is under `/tmp`; use an authorized profile outside the OS temporary
+directory. REA setup cannot repair the client's executor. Preserve the sandbox
+instead of silently disabling it to make an analysis command work.
+
+Static JavaScript and ordinary ZIP inventory need neither Hopper nor Ghidra.
+HAR inspection is offline and does not require a live browser. Native
+decompilation, Android analysis and firmware extraction have their own
+bring-your-own prerequisites. Use supported inventory/static evidence when it
+answers part of the question, and name the unavailable evidence separately.
+Do not substitute another target. Label observations from ordinary shell tools
+as such; only actual REA output supplies REA Evidence.
+
+## Repair registration when needed
+
+For Codex:
+
+```bash
+rea doctor --client codex --json
+rea setup --client codex --dry-run --json
+```
+
+Use the current supported client's ID: `claude_code`, `claude_desktop`, `codex`,
+`cursor`, `gemini_cli`, `windsurf`, `devin`, `opencode`, `antigravity`,
+`copilot_cli`, `commandcode`, `qwen_code`, `vscode`, `grok_build`, `omp`, `pi`,
+`hermes`, or `grok_bot`. If unknown, inspect `doctor --json` before choosing a
+scope. `grok_bot` uses a chat registration step rather than local `mcp.json`.
+For unsupported clients, use version-pinned manual stdio registration or CLI.
+
+Show the plan's exact paths, backups, changes and bundled-skill replacement.
+Obtain approval for writes when that concrete scope is not already authorized,
+then apply the same scope with `rea setup --client codex --yes`. Add
+`--install-hopper` only when separately needed and explicitly approved. Do not
+install or upgrade unrelated prerequisites. Restart/reconnect, verify tools
+actually appear, and resume the original task. If they remain absent, inspect
+the launch failure rather than looping through setup.
+
+## Codex tool approval is separate from REA readiness
+
+REA tools have no permission-grant handshake. Codex can still require approval
+because an operation creates owned resources, launches a helper or has cleanup
+effects. An advertised tool or successful doctor result does not override that
+client policy. `workspace-write` alone does not resolve an MCP approval
+rejection, and `approval_policy = "never"` does not mean every MCP tool is
+preapproved.
+
+When interactive approval is available, use the client's approval flow for the
+requested operation. In an unattended run, continue through an authorized CLI
+workflow if the execution environment permits it, or report the blocked
+operation and the approval needed to proceed. Do not retry the same rejected
+call, silently broaden approvals, or rewrite MCP effects as read-only.
+
+For an operator who explicitly wants to preapprove named operations in a
+disposable Codex profile, current Codex supports per-tool configuration. For
+example, opening and closing an analysis session can be scoped independently:
+
+```toml
+[mcp_servers.rea.tools.open_binary]
+approval_mode = "approve"
+
+[mcp_servers.rea.tools.close_binary]
+approval_mode = "approve"
+```
+
+Use the actual server ID and only the operations whose effects were approved;
+this example does not approve inspection, extraction or runtime execution.
+Show the proposed config edit and preserve unrelated entries and backups before
+writing. Managed policy can constrain client settings. Consult the
+[Codex configuration reference](https://learn.chatgpt.com/docs/config-file/config-reference)
+for the installed client's supported settings. This is an optional recovery
+choice, not a prerequisite for every REA task.
+
+## Continue through an installed CLI
+
+Check the command environment only if the launcher fails:
+
+```bash
+command -v rea
+command -v node
+node --version
+rea --version
+```
+
+Use the public launcher at its known installation path with a supported existing
+Node on PATH when the child shell loses a prefix installation. Avoid internal
+`dist/cli.js` entrypoints or global toolchain changes. MCP may have its own valid
+launcher even when a shell cannot resolve `rea`.
+
+For a user-supplied JavaScript tree or ASAR, select output files in the authorized
+workspace and save complete Evidence before reading a view:
+
+```bash
+rea analyze-javascript-application /absolute/path/to/app --json > app-evidence.json
+jq -c '{source: {kind: "inline", evidence: .}, view: {kind: "summary"}}' app-evidence.json > app-view.json
+rea inspect-analysis-view app-view.json
+```
+
+These commands do not register MCP or install an analysis engine. CLI JavaScript
+JSON is complete and can be very large; redirect it rather than loading it into
+context. Use an existing JSON processor if `jq` is absent, without installing
+one just for this recipe. Inspect a module page or item using the same inline
+source and the [JavaScript recipes](javascript-applications.md). Preserve graph
+coverage, limitations and unknowns. Native CLI analysis still requires its
+selected engine, and all CLI operations retain the host's execution permissions.
@@ -38,3 +38,11 @@ or absence:
 Process captures are opt-in behavioral evidence, not a security sandbox. V3
 captures cannot be upgraded to V4; rerun the original scenario. Distinguish root
 exit from descendant settlement and require freshness when the task needs it.
+A timed-out target that must write a final report needs `finalization_ms`: REA
+sends SIGTERM to the captured root, keeps observing, and sends SIGKILL once
+only if the target has not exited by the end of the interval.
+`exit.finalization.signals` lists each attempt with its delivery result; the
+observed exit signal stays in `exit.signal`, `exit.code` is null for every
+deadline exit, and the code of a finalizer that exited on its own is in
+`exit.finalization.exit_code` (null on a signal exit or when no exit was
+observed).
@@ -1,20 +1,117 @@
 # JavaScript and Electron application artifacts

+For captured or bundled JavaScript that needs readable source recovery, use
+`recover_javascript_sources` with an absolute `path` and absent
+`output_directory`. Supply related runtime/shared/lazy files in
+`additional_paths` when advertised, then analyze the returned `analysis_input`
+directory together. Each input retains its own snapshot, digest and byte-range
+provenance; inputs and recovered code are never executed. Recovery requires a
+caller-supplied Wakaru on Linux x64; see [the recovery guide](https://github.com/morluto/rea/blob/main/docs/javascript-recovery.md).
+
 Use `analyze_javascript_application` directly on the operator-supplied ASAR or
-extracted tree. The complete result, graph, and Evidence context are returned
-inline when they fit the MCP frame. Source-map contents are part of the static analysis. Start from its
-findings, coverage, unknowns, and graph context, then make a focused follow-up
-only when a specific question remains unanswered.
+extracted tree. When size is unknown or large and the connected schema advertises
+`detail`, request `detail: "summary"`. This returns an `inspect_analysis_view`
+Evidence record with a distinct ID and a `normalized_result.parent_evidence_id`
+for the complete retained application analysis. Source-map contents are part of
+that static analysis. Read findings, coverage, limitations and unknowns, then
+follow a specific unanswered question. Older servers without `detail` return
+the complete application Evidence inline when it fits.
+
+When the connected schema advertises `max_heap_mb` and `analysis_timeout_ms`,
+these select the isolated source analyzer's old-space heap and per-source
+deadline. Defaults are 1024 MiB and 300000 ms. They do not change the MCP
+process heap. A Bun-hosted REA does not enforce the heap choice; on Windows it
+instead limits the analyzer's committed memory to that choice plus a 512 MiB
+runtime reserve.
+Resource-limited analyses preserve completed static facts and
+report partial semantic coverage with specific unknown scopes; this does not
+mean the source is malformed. Inspect those limits before retrying a source.
+When expanded relationships exceed the parent's available memory, inspect the
+file's modules item view for retained `static_analysis` and
+`semantic_module_analysis`. Their facts remain available even when graph links
+are unknown. Cumulative result exhaustion can stop analysis before every file
+is examined; the inventory and remaining unknown scopes distinguish that case.
+Timeout or cancellation after source analysis begins retains partial Evidence
+in the same session. A returned `error.details.partial_observation` reference
+can be supplied directly to `inspect_analysis_view`. If the SDK cancels locally, retrieve its recorded ID from
+the Evidence bundle before inspecting the partial analysis.
+
+## Read a module without repeating analysis
+
+Use the actual returned parent ID, on the same connection, as `source.evidence_id`.
+The following IDs are placeholders to replace with returned values. When the
+module's node ID is not already known, page identities before selecting an item.
+Pages return only node IDs, paths and roles; choose a useful page size and follow
+`coverage.next_offset` when another page matters:
+
+```json
+{
+  "source": {
+    "kind": "retained-evidence",
+    "evidence_id": "ev_ACTUAL_PARENT_ID"
+  },
+  "view": { "kind": "page", "collection": "modules", "offset": 0, "limit": 16 }
+}
+```
+
+Select the relevant page entry by its exact `node_id` and recorded role:
+
+```json
+{
+  "source": {
+    "kind": "retained-evidence",
+    "evidence_id": "ev_ACTUAL_PARENT_ID"
+  },
+  "view": {
+    "kind": "item",
+    "collection": "modules",
+    "selector": { "node_id": "jag_node_ACTUAL_NODE_ID" }
+  }
+}
+```
+
+Module pages include asset, bundled and source module roles, so one path can
+identify several entries. Use `selector.path` only when uniqueness is established;
+the returned node ID avoids needing a complete inventory to prove uniqueness. On ambiguity,
+select the matching node ID from the page or the error's candidates. Follow
+`next_offset` when another page matters. An item exposes that module node's
+recorded observations, identity, hashes, exports and source ranges; it does not
+include every child syntax observation, related edge or original source file.
+An absent item fact is not evidence of absence from the whole application.
+
+## Trace only the remaining question
+
+Use `trace_application_feature` on the parent application Evidence for one
+literal node ID, route, string, API, IPC channel, module, or native export.
+Select `incoming` for relationships leading to the seed, `outgoing` for those
+leaving it, and `both` when the question needs both. Trace traversal includes
+containment relationships, so even a narrow seed can expand many nodes; a
+bidirectional trace can reach unrelated sibling modules. A module item or page
+is preferable when its observations already answer the question. Do not treat
+all reached nodes as participants in the feature.
+
+Reuse retained parent Evidence when the server advertises it, or supply complete
+Evidence inline. Include Hopper or Ghidra Evidence only when its artifact digest
+matches exactly.
+
+## Recover an oversized display

 An oversized response reports `resource_constraint` and
 `details.resource: "transport"`. Reuse
 `details.reported_limits.evidence_reference` with `inspect_analysis_view` for a
-summary, one module, or a stable page of module identities. Use
-`trace_application_feature` once a module, route, or string seed is known.
+summary, one module, or a stable page of module identities.
 `export_evidence_bundle` writes the complete canonical session to a
 caller-selected file. These workflows keep the original Evidence and coverage;
 a broad follow-up can also exceed framing.

+A client can truncate a successful result inside its text envelope without a
+REA `resource_constraint`. Treat a truncation notice or incomplete JSON as a
+display limitation; do not claim the full record was examined. Reuse the known
+parent ID for smaller views, or export complete Evidence to a selected file
+while the session remains open. If the parent ID was lost from the preview,
+use the prior analysis summary or explicit ledger entries to recover it; do
+not invent an ID or rerun analysis just to reproduce the same display.
+
 BrowserWindow preferences, preload and contextBridge surfaces, IPC
 registrations, utility processes, and native binding requests are static syntax
 observations. Only a unique exact literal IPC channel match supports an inferred
@@ -22,13 +119,6 @@ pairing. Dynamic or ambiguous channels remain unresolved. A requested `.node`
 member is not a verified native export. Never claim runtime reachability,
 registration, defaults, or policy enforcement from static analysis.

-Use `trace_application_feature` on existing application Evidence for one
-literal node ID, route, string, API, IPC channel, module, or native export.
-Choose a direction and reuse the returned application Evidence ID when the
-connected server advertises retained references, or supply complete Evidence
-inline. Include
-Hopper or Ghidra Evidence only when its artifact digest matches exactly.
-
 For version comparison, analyze each version once, then call
 `compare_application_versions`. Accept only its digest, source-map, structural
 fingerprint, or non-module semantic matches. Module ordinals and minified names
@@ -152,4 +152,16 @@ context. PSP/stack/device state remains unmodeled. See [DOS guide](https://githu

 ### Function annotations in Ghidra

-Use `annotate_native_function` for one function name and/or entry comments, with at least one explicit change. Review its annotation readback and refreshed dossier inline. Changes are atomic and session-scoped; empty comments clear them, omitted fields preserve them. Later MCP calls observe edits until close. CLI `annotate-native-function` returns the updated analysis before discarding the session. Original executable bytes are unchanged; edits invalidate immutable snapshots. Windows P0 does not admit database mutations.
+Use `annotate_native_function` for one function name and/or entry comments, with at least one explicit change. Review its annotation readback and refreshed dossier inline. Changes are atomic and session-scoped; empty comments clear them, omitted fields preserve them. Later MCP calls observe edits until close. CLI `annotate-native-function` returns the updated analysis before discarding the session. Original executable bytes are unchanged; edits invalidate immutable snapshots. Windows P0 does not admit database mutations. For naming only, `set_address_name` / `set_addresses_names` also work with Ghidra: they name function entries or data addresses (primary labels) and return compact per-address success booleans instead of a dossier.
+
+## Offline PE resource inventory
+
+Use `inspect_pe_resources` with an absolute `path`, or
+`rea inspect-pe-resources ./selected.exe --json`, for portable PE32/PE32+
+resource inspection without opening a native target. Preserve returned Evidence:
+type/name/language IDs and UTF-16 names, original directory/data/payload ranges,
+code pages, payload hashes and static icon-group references. Same-language icon
+resolution is explicit; missing references and size mismatch remain visible.
+Other payloads are opaque, and this operation does not decode images or simulate
+Windows resource loading. Consult the budgets and supported tree profile in
+[offline binary diagnostics](https://github.com/morluto/rea/blob/main/docs/binary-diagnostics.md).
@@ -0,0 +1,5 @@
+# Keep text checkouts consistent with the repository formatter on every platform.
+* text=auto eol=lf
+
+# Windows command fixtures retain their native line endings.
+*.cmd text eol=crlf
@@ -0,0 +1,6 @@
+self-hosted-runner:
+  labels:
+    - hopper
+    - ghidra-12-1-2
+    # Hosted label introduced after the pinned actionlint release.
+    - macos-15-intel
@@ -0,0 +1,40 @@
+name: Portable build cache
+description: Reuse Turbo build outputs without serializing verification jobs.
+inputs:
+  save:
+    description: Save newly built outputs after the job succeeds.
+    default: "false"
+runs:
+  using: composite
+  steps:
+    - name: Resolve portable build task hashes
+      id: plan
+      shell: bash
+      env:
+        BUILD_CACHE_PREFIX: rea-portable-build-v1-${{ runner.os }}-${{ runner.arch }}-${{ hashFiles('.npmrc') }}
+      run: |
+        npm run --silent test:prepare -- --dry=json |
+          node --input-type=module -e '
+            import { createHash } from "node:crypto";
+            import { readFileSync } from "node:fs";
+            const { tasks } = JSON.parse(readFileSync(0, "utf8"));
+            const hashes = tasks.map(({ taskId, hash }) => {
+              if (typeof hash !== "string")
+                throw new Error(`Build task ${taskId} must have an eager Turbo hash`);
+              return `${taskId}:${hash}`;
+            }).sort();
+            const hash = createHash("sha256").update(hashes.join("\n")).digest("hex");
+            console.log(`key=${process.env.BUILD_CACHE_PREFIX}-${hash}`);
+          ' >> "$GITHUB_OUTPUT"
+    - name: Restore portable build outputs
+      if: inputs.save != 'true'
+      uses: actions/cache/restore@v4
+      with:
+        path: .turbo/cache/
+        key: ${{ steps.plan.outputs.key }}
+    - name: Restore and save portable build outputs
+      if: inputs.save == 'true'
+      uses: actions/cache@v4
+      with:
+        path: .turbo/cache/
+        key: ${{ steps.plan.outputs.key }}
@@ -5,6 +5,10 @@ on:
    branches: [main]
  pull_request:
    branches: [main, "release/*"]
+  workflow_dispatch:
+
+permissions:
+  contents: read

 concurrency:
  group: ci-${{ github.event.pull_request.number || github.ref }}
@@ -36,37 +40,39 @@ jobs:
    name: Classify changes
    runs-on: ubuntu-latest
    outputs:
-      code: ${{ steps.package.outputs.required }}
-      package: ${{ steps.package.outputs.required }}
+      code: ${{ steps.plan.outputs.code }}
+      runtime: ${{ steps.plan.outputs.runtime }}
+      package: ${{ steps.plan.outputs.package }}
+      apple: ${{ steps.plan.outputs.apple }}
+      fixtures: ${{ steps.plan.outputs.fixtures }}
+      readiness: ${{ steps.plan.outputs.readiness }}
+      docs: ${{ steps.plan.outputs.docs }}
+      workflows: ${{ steps.plan.outputs.workflows }}
+      browser: ${{ steps.plan.outputs.browser }}
+      binary_layout: ${{ steps.plan.outputs.binary_layout }}
+      evm: ${{ steps.plan.outputs.evm }}
+      javascript_recovery: ${{ steps.plan.outputs.javascript_recovery }}
+      recorded_crash: ${{ steps.plan.outputs.recorded_crash }}
+      web_network: ${{ steps.plan.outputs.web_network }}
+      web_runtime: ${{ steps.plan.outputs.web_runtime }}
+      web_source_map: ${{ steps.plan.outputs.web_source_map }}
+      nativeaot: ${{ steps.plan.outputs.nativeaot }}
+      website: ${{ steps.plan.outputs.website }}
+      matrix: ${{ steps.plan.outputs.matrix }}
    steps:
      - uses: actions/checkout@v4
        with:
          fetch-depth: 0
-      - name: Select package and Windows lanes
-        id: package
-        shell: bash
+      - uses: actions/setup-node@v4
+        with:
+          node-version-file: .nvmrc
+      - name: Select verification lanes
+        id: plan
        env:
          BASE_SHA: ${{ github.event.pull_request.base.sha }}
          HEAD_SHA: ${{ github.event.pull_request.head.sha }}
-        run: |
-          if [[ "${GITHUB_EVENT_NAME}" != "pull_request" ]]; then
-            echo "required=true" >> "${GITHUB_OUTPUT}"
-          # Compare the PR's changes, excluding unrelated updates on its base.
-          elif git diff --quiet "${BASE_SHA}...${HEAD_SHA}" -- \
-            . \
-            ':(exclude)docs/**' \
-            ':(top,exclude,glob)README*.md' \
-            ':(exclude)AGENTS.md' \
-            ':(exclude)CONTRIBUTING.md'; then
-            echo "required=false" >> "${GITHUB_OUTPUT}"
-          else
-            diff_status=$?
-            # A failed comparison must fail classification, not report a scope.
-            if [[ "${diff_status}" -ne 1 ]]; then
-              exit "${diff_status}"
-            fi
-            echo "required=true" >> "${GITHUB_OUTPUT}"
-          fi
+          CI_FULL: ${{ contains(github.event.pull_request.labels.*.name, 'ci:full') }}
+        run: node scripts/ci/plan.mjs

  static:
    name: Static checks
@@ -84,17 +90,17 @@ jobs:
          node-version-file: .nvmrc
          cache: npm
      - run: npm ci
-      - if: github.event_name == 'push' || needs.changes.outputs.code == 'true'
+      - if: needs.changes.outputs.code == 'true'
        run: npm run check:ci
-      - if: github.event_name == 'push' || needs.changes.outputs.code == 'true'
+      - if: needs.changes.outputs.code == 'true'
        run: npm run verify:test-discovery
-      - if: github.event_name == 'pull_request' && needs.changes.outputs.code != 'true'
+      - if: needs.changes.outputs.code != 'true'
        run: npm run format:check

  test-shard:
    name: Test shard (${{ matrix.shard }})
    needs: [changes, build]
-    if: github.event_name == 'push' || needs.changes.outputs.code == 'true'
+    if: needs.changes.outputs.code == 'true'
    runs-on: ubuntu-latest
    strategy:
      fail-fast: false
@@ -109,15 +115,11 @@ jobs:
      - run: npm ci
      - uses: actions/download-artifact@v4
        with:
-          name: rea-dist
-          path: dist
-      - name: Generate test artifacts from the downloaded runtime
-        run: |
-          node scripts/generate-mcp-tool-catalog.mjs
-          node scripts/generate-skill-metadata.mjs
-          node scripts/generate-product-catalog.mjs
-          node scripts/generate-completion-ledger.mjs
+          name: rea-test-runtime
+          path: .
      - run: npm run test:ci:shard:run -- --shard=${{ matrix.shard }}
+        env:
+          REA_CI_TEST_HISTORY: .cache/ci-test-history/test-results.json
      - uses: actions/upload-artifact@v4
        if: ${{ !cancelled() }}
        with:
@@ -131,8 +133,11 @@ jobs:
  build:
    name: Build package
    needs: changes
-    if: github.event_name == 'push' || needs.changes.outputs.code == 'true'
+    if: needs.changes.outputs.code == 'true'
    runs-on: ubuntu-latest
+    permissions:
+      contents: read
+      actions: read
    steps:
      - uses: actions/checkout@v4
      - uses: actions/setup-node@v4
@@ -140,11 +145,55 @@ jobs:
          node-version-file: .nvmrc
          cache: npm
      - run: npm ci
-      - run: npm run build:cached
+      - name: Reuse portable build outputs across runs
+        uses: ./.github/actions/portable-build-cache
+        with:
+          save: "true"
+      - run: npm run test:prepare
+      - name: Find successful default-branch timing history
+        id: history
+        continue-on-error: true
+        env:
+          GH_TOKEN: ${{ github.token }}
+          CI_REPOSITORY: ${{ github.repository }}
+          CI_DEFAULT_BRANCH: ${{ github.event.repository.default_branch }}
+        run: |
+          run_id="$(gh api --method GET \
+            "repos/${CI_REPOSITORY}/actions/workflows/ci.yml/runs" \
+            -f branch="${CI_DEFAULT_BRANCH}" -f event=push -f status=success -f per_page=1 \
+            --jq '.workflow_runs[0].id // empty')"
+          echo "run-id=${run_id}" >> "${GITHUB_OUTPUT}"
+      - name: Download previous timing report
+        if: steps.history.outputs.run-id != ''
+        continue-on-error: true
+        uses: actions/download-artifact@v4
+        with:
+          name: test-results
+          run-id: ${{ steps.history.outputs.run-id }}
+          github-token: ${{ github.token }}
+          path: .cache/ci-test-history
      - uses: actions/upload-artifact@v4
        with:
-          name: rea-dist
-          path: dist
+          name: rea-test-runtime
+          path: |
+            dist/
+            skills/
+            .cache/mcp-tool-catalog.json
+            .cache/ci-test-history/test-results.json
+            docs/public/product-catalog.json
+            docs/verification/managed-conformance-*.json
+          include-hidden-files: true
+          if-no-files-found: error
+          retention-days: 7
+
+      # test:prepare caches only portable JS, skill, and catalog outputs.
+      # Native package jobs still run their build and prepack checks; Turbo
+      # restores matching outputs or rebuilds when their inputs differ.
+      - uses: actions/upload-artifact@v4
+        with:
+          name: rea-build-cache
+          path: .turbo/cache/
+          include-hidden-files: true
          if-no-files-found: error
          retention-days: 7

@@ -224,7 +273,7 @@ jobs:
  conformance-fixtures:
    name: Source-built conformance fixtures
    needs: changes
-    if: github.event_name == 'push' || needs.changes.outputs.code == 'true'
+    if: needs.changes.outputs.fixtures == 'true'
    runs-on: ubuntu-latest
    timeout-minutes: 10
    steps:
@@ -235,7 +284,7 @@ jobs:
  windows-native-build:
    name: Build bundled Windows x64 native controls
    needs: changes
-    if: github.event_name == 'push' || needs.changes.outputs.package == 'true'
+    if: needs.changes.outputs.runtime == 'true'
    runs-on: ubuntu-latest
    timeout-minutes: 10
    steps:
@@ -256,6 +305,12 @@ jobs:
          sudo apt-get install --no-install-recommends -y g++-mingw-w64-x86-64
      - run: npm run build:windows-native
      - run: npm run verify:windows-native:artifact
+      - run: node scripts/build-windows-native.mjs --inspection-fixture
+      - uses: actions/upload-artifact@v4
+        with:
+          name: windows-native-inspection-fixture
+          path: .cache/windows-native-inspection-fixture/
+          if-no-files-found: error
      - uses: actions/upload-artifact@v4
        with:
          name: windows-native-controls
@@ -264,25 +319,15 @@ jobs:

  package-e2e:
    name: Native package baseline (${{ matrix.platform }} ${{ matrix.architecture }})
-    needs: [changes, windows-native-build]
-    if: github.event_name == 'push' || needs.changes.outputs.package == 'true'
+    needs: [changes, build, windows-native-build]
+    if: needs.changes.outputs.runtime == 'true'
    strategy:
      fail-fast: false
-      max-parallel: 2
-      matrix:
-        include:
-          - os: ubuntu-latest
-            platform: linux
-            architecture: x64
-          - os: ubuntu-24.04-arm
-            platform: linux
-            architecture: arm64
-          - os: macos-15
-            platform: darwin
-            architecture: arm64
-          - os: macos-15-intel
-            platform: darwin
-            architecture: x64
+      # The four platform jobs use independent hosted runners; keep each
+      # runner's existing heap and threadpool limits while avoiding a queued
+      # second platform wave.
+      max-parallel: 4
+      matrix: ${{ fromJSON(needs.changes.outputs.matrix) }}
    runs-on: ${{ matrix.os }}
    timeout-minutes: 20
    env:
@@ -304,12 +349,23 @@ jobs:
          assert.equal(process.arch, process.env.EXPECTED_CI_ARCHITECTURE);
          console.log(JSON.stringify({ platform: process.platform, architecture: process.arch, node: process.version }));"
      - run: npm ci
+      - uses: actions/download-artifact@v4
+        with:
+          name: rea-build-cache
+          path: .turbo/cache/
      - uses: actions/download-artifact@v4
        with:
          name: windows-native-controls
          path: native/windows/build/
      - run: npm run verify:windows-native:artifact
+      - name: Resolve npm cache before verifier HOME isolation
+        id: npm-cache
+        run: |
+          cache_path="$(npm config get cache)"
+          echo "path=${cache_path}" >> "${GITHUB_OUTPUT}"
      - run: npm run verify:package
+        env:
+          npm_config_cache: ${{ steps.npm-cache.outputs.path }}
      - name: Verify real Node Inspector discovery and observation
        timeout-minutes: 10
        run: npm run verify:inspector
@@ -317,7 +373,7 @@ jobs:
  apple-artifacts:
    name: Real Apple artifact CLI/MCP E2E
    needs: changes
-    if: github.event_name == 'push' || needs.changes.outputs.code == 'true'
+    if: needs.changes.outputs.apple == 'true'
    runs-on: macos-15
    timeout-minutes: 15
    steps:
@@ -327,30 +383,41 @@ jobs:
          node-version-file: .nvmrc
          cache: npm
      - run: npm ci
-      - run: npm run verify:keyed-archive
-      - run: npm run verify:asset-catalog
-      - run: npm run verify:macos-bundle
-      - name: Legacy simulator platform verification
-        run: npm run verify:legacy-simulator
-      - name: Native installer and compiled NIB hierarchy regressions
-        run: npm run test:focused -- tests/boundary/filesystem/installScript.test.ts tests/boundary/filesystem/nibNativeHierarchy.test.ts tests/boundary/filesystem/interfaceBuilderBundle.test.ts
-      - name: Real binary metadata and Interface Builder integration
-        run: npm run verify:apple-dispatch && npm run verify:interface-builder
-      - name: Native plist CLI selection regressions
-        run: npm run test:focused -- tests/boundary/cli/nativePlistCli.test.ts tests/boundary/cli/nativePlistPrototypeKeyCli.test.ts tests/boundary/cli/nativePlistSelectionFailureCli.test.ts
-      - name: Native Swift demangling CLI and MCP regressions
-        run: npm run test:focused -- tests/boundary/cli/nativeDemangleCli.test.ts tests/boundary/mcp/nativeDemangleMcp.test.ts
-      - name: Native signature target binding and CLI/MCP recovery regressions
-        run: npm run test:focused -- tests/boundary/providers/native/nativeSignatureTargetBinding.test.ts tests/boundary/cli/nativeSignatureCli.test.ts tests/boundary/mcp/nativeSignatureTargetBindingMcp.test.ts
-      - name: Process filesystem snapshot descriptor regressions
-        run: npm run test:focused -- src/process/capture/FilesystemSnapshot.test.ts
-      - name: Native Darwin ownership and process cleanup regressions
-        run: npm run test:focused -- tests/boundary/process/darwinProcessRunTokenReader.test.ts tests/boundary/process/directAnalysisSignals.test.ts tests/boundary/process/processCaptureLifecycle.test.ts tests/boundary/process/processCli.test.ts tests/boundary/mcp/sessionMcp.test.ts
+      - name: Verify Apple artifact formats and metadata
+        env:
+          REA_ARTIFACT_NODE_COMPILE_CACHE: ${{ runner.temp }}/rea-artifact-node-cache
+        run: |
+          npm run verify:keyed-archive
+          npm run verify:asset-catalog
+          npm run verify:macos-bundle
+          npm run verify:legacy-simulator
+          npm run verify:apple-dispatch
+          npm run verify:interface-builder
+      - name: Run native Apple and process boundary regressions
+        run: >-
+          npm run test:focused --
+          tests/boundary/filesystem/installScript.test.ts
+          tests/boundary/filesystem/nibNativeHierarchy.test.ts
+          tests/boundary/filesystem/interfaceBuilderBundle.test.ts
+          tests/boundary/cli/nativePlistCli.test.ts
+          tests/boundary/cli/nativePlistPrototypeKeyCli.test.ts
+          tests/boundary/cli/nativePlistSelectionFailureCli.test.ts
+          tests/boundary/cli/nativeDemangleCli.test.ts
+          tests/boundary/mcp/nativeDemangleMcp.test.ts
+          tests/boundary/providers/native/nativeSignatureTargetBinding.test.ts
+          tests/boundary/cli/nativeSignatureCli.test.ts
+          tests/boundary/mcp/nativeSignatureTargetBindingMcp.test.ts
+          src/process/capture/FilesystemSnapshot.test.ts
+          tests/boundary/process/darwinProcessRunTokenReader.test.ts
+          tests/boundary/process/directAnalysisSignals.test.ts
+          tests/boundary/process/processCaptureLifecycle.test.ts
+          tests/boundary/process/processCli.test.ts
+          tests/boundary/mcp/sessionMcp.test.ts

  reconstruction-readiness:
    name: Reconstruction readiness
    needs: changes
-    if: github.event_name == 'push' || needs.changes.outputs.code == 'true'
+    if: needs.changes.outputs.readiness == 'true'
    runs-on: ubuntu-latest
    timeout-minutes: 15
    steps:
@@ -379,7 +446,7 @@ jobs:
  windows-curated:
    name: Windows capability and package lane
    needs: [changes, windows-native-build]
-    if: github.event_name == 'push' || needs.changes.outputs.package == 'true'
+    if: needs.changes.outputs.package == 'true'
    runs-on: windows-latest
    timeout-minutes: 25
    steps:
@@ -444,6 +511,12 @@ jobs:
          tests/process-global/updateMaintenance.test.ts
          tests/conformance/providers/ghidra/realGhidraWindowsWorkflow.test.ts
      - run: npm run verify:windows-native
+      - uses: actions/download-artifact@v4
+        with:
+          name: windows-native-inspection-fixture
+          path: .cache/windows-native-inspection-fixture/
+      - name: Verify native inspection failure ownership and recovery
+        run: node scripts/verify-windows-native-inspection.mjs
      - name: Verify real Node Inspector discovery and observation
        timeout-minutes: 10
        env:
@@ -476,7 +549,8 @@ jobs:

  docs:
    name: Docs Generation
-    if: github.event_name == 'pull_request'
+    needs: changes
+    if: needs.changes.outputs.docs == 'true'
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
@@ -496,3 +570,104 @@ jobs:
            docs/verification/managed-conformance-*.json
            skills/reverse-engineer-anything
          if-no-files-found: error
+
+  workflows:
+    name: Validate workflows
+    needs: changes
+    if: needs.changes.outputs.workflows == 'true'
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - name: Validate workflow syntax and expressions
+        run: go run github.com/rhysd/actionlint/cmd/actionlint@v1.7.7 -shellcheck= -pyflakes=
+
+  browser:
+    needs: changes
+    if: needs.changes.outputs.browser == 'true'
+    uses: ./.github/workflows/real-browser.yml
+
+  binary_layout:
+    needs: changes
+    if: needs.changes.outputs.binary_layout == 'true'
+    uses: ./.github/workflows/real-binary-layout.yml
+
+  evm:
+    needs: changes
+    if: needs.changes.outputs.evm == 'true'
+    uses: ./.github/workflows/real-evm-interface.yml
+
+  javascript_recovery:
+    needs: changes
+    if: needs.changes.outputs.javascript_recovery == 'true'
+    uses: ./.github/workflows/real-javascript-recovery.yml
+
+  recorded_crash:
+    needs: changes
+    if: needs.changes.outputs.recorded_crash == 'true'
+    uses: ./.github/workflows/real-recorded-crash.yml
+
+  web_network:
+    needs: changes
+    if: needs.changes.outputs.web_network == 'true'
+    uses: ./.github/workflows/real-web-network-captures.yml
+
+  web_runtime:
+    needs: changes
+    if: needs.changes.outputs.web_runtime == 'true'
+    uses: ./.github/workflows/real-web-runtime.yml
+
+  web_source_map:
+    needs: changes
+    if: needs.changes.outputs.web_source_map == 'true'
+    uses: ./.github/workflows/real-web-source-map.yml
+
+  nativeaot:
+    needs: changes
+    if: needs.changes.outputs.nativeaot == 'true'
+    uses: ./.github/workflows/nativeaot-fixtures.yml
+
+  website:
+    needs: changes
+    if: needs.changes.outputs.website == 'true'
+    uses: ./.github/workflows/website-check.yml
+
+  required:
+    name: CI required
+    if: ${{ always() }}
+    needs:
+      [
+        changes,
+        pr-title,
+        static,
+        build,
+        test-shard,
+        test,
+        conformance-fixtures,
+        windows-native-build,
+        package-e2e,
+        apple-artifacts,
+        reconstruction-readiness,
+        windows-curated,
+        docs,
+        workflows,
+        browser,
+        binary_layout,
+        evm,
+        javascript_recovery,
+        recorded_crash,
+        web_network,
+        web_runtime,
+        web_source_map,
+        nativeaot,
+        website,
+      ]
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-node@v4
+        with:
+          node-version-file: .nvmrc
+      - name: Require every selected lane to pass
+        env:
+          CI_JOBS: ${{ toJSON(needs) }}
+        run: node scripts/ci/required.mjs
@@ -2,12 +2,7 @@ name: Source-built NativeAOT fixtures

 on:
  workflow_dispatch:
-  pull_request:
-    paths:
-      - "bridge/ghidra/extensions/nativeaot/**"
-      - "scripts/generate-nativeaot-fixtures.mjs"
-      - "tests/fixtures/nativeaot/**"
-      - ".github/workflows/nativeaot-fixtures.yml"
+  workflow_call:

 permissions:
  contents: read
@@ -7,36 +7,7 @@ on:
        description: "Also verify the complete 65,281-section result over MCP (slow)"
        type: boolean
        default: false
-  pull_request:
-    paths:
-      - ".github/workflows/real-binary-layout.yml"
-      - "bridge/pwntools/**"
-      - "src/native/pwntools/**"
-      - "src/domain/native/binaryLayout*"
-      - "src/application/binaryDiagnostics/**"
-      - "src/contracts/native/binaryDiagnosticsToolContracts.ts"
-      - "src/composition/binaryDiagnostics.ts"
-      - "src/server/registerBinaryDiagnosticsTools.ts"
-      - "src/server/createServer.ts"
-      - "src/cli/binaryDiagnosticsCommands.ts"
-      - "src/cli.ts"
-      - "src/cliCommandNames.ts"
-      - "src/contracts/toolContracts.ts"
-      - "src/contracts/toolEffects.ts"
-      - "src/process/OwnedCommand.ts"
-      - "src/process/ProviderProcess.ts"
-      - "src/process/ProviderDeadline.ts"
-      - "src/process/ProcessOwnership*.ts"
-      - "src/process/PrivateRuntimeRoot.ts"
-      - "src/artifacts/readStableArtifact*.ts"
-      - "src/artifacts/ArtifactReader.ts"
-      - "src/domain/analysisError*.ts"
-      - "scripts/verify-binary-layout.mjs"
-      - "scripts/lib/elf-section-name-fixtures.mjs"
-      - "scripts/lib/large-result-mcp.mjs"
-      - "scripts/fixtures/binary-layout*"
-      - "package.json"
-      - "package-lock.json"
+  workflow_call:

 permissions:
  contents: read
@@ -61,6 +32,7 @@ jobs:
          node-version-file: .nvmrc
          cache: npm
      - run: npm ci
+      - uses: ./.github/actions/portable-build-cache
      - name: Acquire exact upstream libraries in an isolated runner environment
        shell: bash
        run: |
@@ -1,40 +1,7 @@
 name: Real browser verification

 on:
-  pull_request:
-    paths:
-      - ".github/workflows/real-browser.yml"
-      - "scripts/verify-real-browser.mjs"
-      - "scripts/verify-browser-network.mjs"
-      - "scripts/verify-browser-scripts.mjs"
-      - "scripts/verify-browser-modules.mjs"
-      - "scripts/verify-browser-dom-destinations.mjs"
-      - "scripts/lib/browser-*.mjs"
-      - "scripts/fixtures/browser-network-site.mjs"
-      - "scripts/fixtures/browser-script-site.mjs"
-      - "scripts/fixtures/browser-module-site.mjs"
-      - "scripts/fixtures/browser-verifier-site.mjs"
-      - "scripts/fixtures/page-cdp-proxy.mjs"
-      - "src/browser/**"
-      - "src/domain/browser*.ts"
-      - "src/domain/webScript*.ts"
-      - "src/domain/webModule*.ts"
-      - "src/application/WebModule*.ts"
-      - "src/composition/webModules.ts"
-      - "src/artifacts/readStableArtifact.ts"
-      - "src/artifacts/ArtifactPaths.ts"
-      - "src/application/WebScriptExportService.ts"
-      - "src/contracts/webScriptToolContracts.ts"
-      - "src/server/registerWebScriptTool.ts"
-      - "src/server/registerWebModuleTool.ts"
-      - "src/server/createServer.ts"
-      - "src/cli/webModuleCommands.ts"
-      - "src/cli.ts"
-      - "src/cliCommandNames.ts"
-      - "src/contracts/toolEffects.ts"
-      - "src/cli/webScriptCommands.ts"
-      - "package.json"
-      - "package-lock.json"
+  workflow_call:
  workflow_dispatch:

 concurrency:
@@ -55,9 +22,10 @@ jobs:
      - uses: actions/checkout@v4
      - uses: actions/setup-node@v4
        with:
-          node-version: 24
+          node-version-file: .nvmrc
          cache: npm
      - run: npm ci
+      - uses: ./.github/actions/portable-build-cache
      - run: npm run verify:browser
        env:
          REA_BROWSER_EXECUTABLE: /usr/bin/google-chrome
@@ -2,33 +2,7 @@ name: Real offline EVM interface

 on:
  workflow_dispatch:
-  pull_request:
-    paths:
-      - ".github/workflows/real-evm-interface.yml"
-      - "src/evm/**"
-      - "src/domain/evm/**"
-      - "src/application/evm/**"
-      - "src/contracts/evm/**"
-      - "src/composition/evm.ts"
-      - "src/cli/evmCommands.ts"
-      - "src/server/registerEvmTools.ts"
-      - "src/server/createServer.ts"
-      - "src/cli.ts"
-      - "src/cliCommandNames.ts"
-      - "src/contracts/toolContracts.ts"
-      - "src/contracts/toolEffects.ts"
-      - "src/process/OwnedCommand.ts"
-      - "src/process/ProviderProcess.ts"
-      - "src/process/ProcessOwnership*.ts"
-      - "src/process/ProviderDeadline.ts"
-      - "src/process/PrivateRuntimeRoot.ts"
-      - "src/artifacts/readStableArtifact*.ts"
-      - "src/artifacts/ArtifactReader.ts"
-      - "scripts/verify-evm-interface.mjs"
-      - "scripts/fixtures/evm-interface.sol"
-      - "third_party/evmole/**"
-      - "package.json"
-      - "package-lock.json"
+  workflow_call:

 permissions:
  contents: read
@@ -52,6 +26,7 @@ jobs:
          node-version-file: .nvmrc
          cache: npm
      - run: npm ci
+      - uses: ./.github/actions/portable-build-cache
      - name: Acquire unchanged fixture compiler in isolated runner storage
        shell: bash
        run: |
@@ -1,32 +1,7 @@
 name: Real JavaScript recovery

 on:
-  pull_request:
-    paths:
-      - ".github/workflows/real-javascript-recovery.yml"
-      - "src/javascript/recovery/**"
-      - "src/domain/javascript/**"
-      - "src/application/javascript/JavaScriptRecovery*.ts"
-      - "src/composition/javascriptRecovery.ts"
-      - "src/contracts/javascript/javascriptRecoveryToolContracts.ts"
-      - "src/cli/javascriptRecoveryCommands.ts"
-      - "src/cli/javascriptApplicationAnalysis.ts"
-      - "src/server/registerJavaScriptRecoveryTool.ts"
-      - "src/server/createServer.ts"
-      - "src/server/sessionAvailabilityPolicy.ts"
-      - "src/application/CapabilityInventory.ts"
-      - "src/cli.ts"
-      - "src/cliCommandNames.ts"
-      - "src/contracts/toolContracts.ts"
-      - "src/contracts/toolEffects.ts"
-      - "scripts/rea.mjs"
-      - "src/process/**"
-      - "src/artifacts/SafeOutputTree.ts"
-      - "scripts/verify/javascript/recovery.mjs"
-      - "scripts/fixtures/javascript-recovery/**"
-      - "third_party/wakaru"
-      - "package.json"
-      - "package-lock.json"
+  workflow_call:
  workflow_dispatch:

 permissions:
@@ -49,16 +24,17 @@ jobs:
      - uses: actions/checkout@v4
      - uses: actions/setup-node@v4
        with:
-          node-version: 24
+          node-version-file: .nvmrc
          cache: npm
      - run: npm ci
+      - uses: ./.github/actions/portable-build-cache
      - name: Fetch pinned Wakaru release into the job workspace
        shell: bash
        run: |
          mkdir -p "$RUNNER_TEMP/rea-wakaru"
-          curl --fail --location --retry 3 https://github.com/pionxzh/wakaru/releases/download/v1.13.0/wakaru-linux-x64.tar.gz -o "$RUNNER_TEMP/rea-wakaru/release.tar.gz"
+          curl --fail --location --retry 3 https://github.com/pionxzh/wakaru/releases/download/v1.14.0/wakaru-linux-x64.tar.gz -o "$RUNNER_TEMP/rea-wakaru/release.tar.gz"
          tar -xzf "$RUNNER_TEMP/rea-wakaru/release.tar.gz" -C "$RUNNER_TEMP/rea-wakaru" wakaru
-          printf '%s  %s\n' e8c7ca052974604197389f6ace7464e4dd24dce64e2730971521bd6606ec9c9e "$RUNNER_TEMP/rea-wakaru/wakaru" | sha256sum --check
+          printf '%s  %s\n' 664fa06782a61eda7ed15885134b52525fd565dd77607e642062ceb6cd927c38 "$RUNNER_TEMP/rea-wakaru/wakaru" | sha256sum --check
      - name: Install isolated fixture compilers
        run: npm install --prefix "$RUNNER_TEMP/rea-fixture-compilers" --ignore-scripts --no-audit --no-fund esbuild@0.25.10 webpack@5.101.3
      - run: npm run build:cached
@@ -2,34 +2,7 @@ name: Real recorded crash evidence

 on:
  workflow_dispatch:
-  pull_request:
-    paths:
-      - ".github/workflows/real-recorded-crash.yml"
-      - "bridge/pwntools/**"
-      - "bridge/pwndbg/**"
-      - "src/native/pwntools/**"
-      - "src/native/pwndbg/**"
-      - "src/domain/native/recordedCrash*"
-      - "src/application/binaryDiagnostics/**"
-      - "src/contracts/native/binaryDiagnosticsToolContracts.ts"
-      - "src/contracts/toolEffects.ts"
-      - "src/contracts/toolOutputSchemaGroups.ts"
-      - "src/composition/binaryDiagnostics.ts"
-      - "src/server/registerRecordedCrashTools.ts"
-      - "src/server/createServer.ts"
-      - "src/server/sessionAvailabilityPolicy.ts"
-      - "src/cli/binaryDiagnosticsCommands.ts"
-      - "src/cliCommandNames.ts"
-      - "src/process/**"
-      - "src/artifacts/readStableArtifact*.ts"
-      - "src/domain/analysisError*.ts"
-      - "scripts/verify-recorded-crash.mjs"
-      - "scripts/verify/recorded-crash/**"
-      - "scripts/lib/recorded-core-fixtures.py"
-      - "scripts/fixtures/recorded-crash.c"
-      - "third_party/pwndbg/**"
-      - "package.json"
-      - "package-lock.json"
+  workflow_call:

 permissions:
  contents: read
@@ -56,6 +29,7 @@ jobs:
          node-version-file: .nvmrc
          cache: npm
      - run: npm ci
+      - uses: ./.github/actions/portable-build-cache
      - name: Install GDB on the disposable CI runner
        shell: bash
        run: |
@@ -0,0 +1,57 @@
+name: Real Termux browser verification
+
+on:
+  workflow_dispatch:
+
+concurrency:
+  group: real-termux-${{ github.ref }}
+  cancel-in-progress: false
+
+permissions:
+  contents: read
+
+env:
+  HUSKY: "0"
+
+jobs:
+  real-termux:
+    runs-on: ubuntu-latest
+    timeout-minutes: 45
+    steps:
+      - uses: actions/checkout@v4
+      - name: Download the pinned Termux app and verify its release checksum
+        shell: bash
+        run: |
+          mkdir -p "$RUNNER_TEMP/rea-termux"
+          cd "$RUNNER_TEMP/rea-termux"
+          release=https://github.com/termux/termux-app/releases/download/v0.118.3
+          apk=termux-app_v0.118.3+github-debug_x86_64.apk
+          sums=termux-app_v0.118.3+github-debug_sha256sums
+          curl --fail --location --retry 3 --output "$apk" "$release/$apk"
+          curl --fail --location --retry 3 --output "$sums" "$release/$sums"
+          awk -v apk="$apk" '$2 == apk || $2 == "*" apk' "$sums" > selected.sha256
+          test "$(wc -l < selected.sha256)" -eq 1
+          sha256sum --check selected.sha256
+      - name: Enable emulator acceleration
+        run: |
+          echo 'KERNEL=="kvm", GROUP="kvm", MODE="0666", OPTIONS+="static_node=kvm"' | sudo tee /etc/udev/rules.d/99-kvm4all.rules
+          sudo udevadm control --reload-rules
+          sudo udevadm trigger --name-match=kvm
+      - name: Build and capture a page inside Termux
+        uses: reactivecircus/android-emulator-runner@4c44018e59b437e86cdfc41da381398f93ed8808 # v2
+        with:
+          api-level: 30
+          arch: x86_64
+          target: google_apis
+          ram-size: 4096M
+          heap-size: 512M
+          disk-size: 8192M
+          disable-animations: true
+          script: bash scripts/verify/termux/emulator.sh
+      - name: Upload Termux and Android diagnostics
+        if: always()
+        uses: actions/upload-artifact@v4
+        with:
+          name: termux-browser-diagnostics
+          path: ${{ runner.temp }}/rea-termux/diagnostics
+          if-no-files-found: warn
@@ -2,38 +2,7 @@ name: Real historical web network captures

 on:
  workflow_dispatch:
-  pull_request:
-    paths:
-      - ".github/workflows/real-web-network-captures.yml"
-      - "bridge/mitmproxy/**"
-      - "src/browser/history/**"
-      - "src/domain/webNetworkCapture*.ts"
-      - "src/domain/analysisError*.ts"
-      - "src/contracts/errorSchemas.ts"
-      - "src/domain/explicitSensitive*.ts"
-      - "src/application/WebNetworkCapture*"
-      - "src/composition/webNetworkCaptures.ts"
-      - "src/cli/webNetworkCaptureCommands.ts"
-      - "src/server/registerWebNetworkCaptureTool.ts"
-      - "src/server/createServer.ts"
-      - "src/server/toolRegistrationOptions.ts"
-      - "src/cli.ts"
-      - "src/cliCommandNames.ts"
-      - "src/contracts/toolContracts.ts"
-      - "src/contracts/toolEffects.ts"
-      - "src/process/OwnedCommand.ts"
-      - "src/process/ProviderProcess.ts"
-      - "src/process/ProviderDeadline.ts"
-      - "src/process/ProcessOwnership*.ts"
-      - "src/process/PrivateRuntimeRoot.ts"
-      - "src/process/capture/ProcessCaptureLifecycle.ts"
-      - "src/artifacts/readStableArtifact*.ts"
-      - "src/artifacts/ArtifactReader.ts"
-      - "src/contracts/webNetworkCaptureToolContracts.ts"
-      - "scripts/verify-web-network-captures.mjs"
-      - "scripts/fixtures/generate-mitmproxy-capture.py"
-      - "package.json"
-      - "package-lock.json"
+  workflow_call:

 permissions:
  contents: read
@@ -59,6 +28,7 @@ jobs:
      - name: Use pinned package manager
        run: npm install --global npm@11.16.0
      - run: npm ci
+      - uses: ./.github/actions/portable-build-cache
      - name: Acquire fixed upstream native profile in runner temporary storage
        shell: bash
        run: |
@@ -1,34 +1,6 @@
 name: Real website runtime attribution
 on:
-  pull_request:
-    paths:
-      - ".github/workflows/real-web-runtime.yml"
-      - "scripts/verify-browser-runtime.mjs"
-      - "scripts/lib/browser-runtime-*.mjs"
-      - "src/process/ProviderProcess.ts"
-      - "src/process/ProcessOwnership*.ts"
-      - "scripts/fixtures/browser-runtime-site.mjs"
-      - "src/browser/execution/**"
-      - "src/browser/CdpConnection.ts"
-      - "src/browser/CdpEndpoint.ts"
-      - "src/browser/CdpTarget*.ts"
-      - "src/browser/CdpCaptureValues.ts"
-      - "src/browser/CdpAuthorized*.ts"
-      - "src/domain/webRuntime.ts"
-      - "src/domain/webExecution.ts"
-      - "src/domain/webEventListeners.ts"
-      - "src/domain/browserObservationError*.ts"
-      - "src/application/WebRuntime*.ts"
-      - "src/composition/webRuntime.ts"
-      - "src/contracts/webRuntimeToolContracts.ts"
-      - "src/contracts/toolEffects.ts"
-      - "src/server/registerWebRuntimeTools.ts"
-      - "src/server/createServer.ts"
-      - "src/cli/webRuntimeCommands.ts"
-      - "src/cli/commandCancellation.ts"
-      - "src/cli.ts"
-      - "package.json"
-      - "package-lock.json"
+  workflow_call:
  workflow_dispatch:
 permissions:
  contents: read
@@ -45,9 +17,10 @@ jobs:
      - uses: actions/checkout@v4
      - uses: actions/setup-node@v4
        with:
-          node-version: 24
+          node-version-file: .nvmrc
          cache: npm
      - run: npm ci
+      - uses: ./.github/actions/portable-build-cache
      - run: npm run verify:browser:runtime
        env:
          REA_BROWSER_EXECUTABLE: /usr/bin/google-chrome
@@ -1,27 +1,6 @@
 name: Real website source-map verification
 on:
-  pull_request:
-    paths:
-      - ".github/workflows/real-web-source-map.yml"
-      - "scripts/verify-browser-source-maps.mjs"
-      - "scripts/lib/browser-source-map-e2e.mjs"
-      - "scripts/fixtures/browser-source-map-site.mjs"
-      - "src/javascript/sourceMaps/**"
-      - "src/browser/assets/**"
-      - "src/domain/webSource*.ts"
-      - "src/domain/webScript*.ts"
-      - "src/application/WebSourceLocation*.ts"
-      - "src/application/ValidateSelectedWebScript.ts"
-      - "src/composition/webSourceLocations.ts"
-      - "src/server/registerWebSourceLocationTool.ts"
-      - "src/server/createServer.ts"
-      - "src/contracts/webScriptToolContracts.ts"
-      - "src/process/**"
-      - "src/cli/webSourceLocationCommands.ts"
-      - "src/cli.ts"
-      - "src/artifacts/readStableArtifact.ts"
-      - "package.json"
-      - "package-lock.json"
+  workflow_call:
  workflow_dispatch:
 permissions:
  contents: read
@@ -38,9 +17,10 @@ jobs:
      - uses: actions/checkout@v4
      - uses: actions/setup-node@v4
        with:
-          node-version: 24
+          node-version-file: .nvmrc
          cache: npm
      - run: npm ci
+      - uses: ./.github/actions/portable-build-cache
      - name: Install the pinned compiler into an isolated fixture directory
        run: npm install --prefix "$RUNNER_TEMP/rea-web-source-map-compiler" --no-audit --no-fund --package-lock=false esbuild@0.25.10
      - run: npm run verify:browser:source-maps
@@ -35,7 +35,21 @@ jobs:
      contents: write
      pull-requests: write
    steps:
+      - name: Respect finalized release notes
+        id: editorial
+        env:
+          GH_TOKEN: ${{ secrets.RELEASE_PLEASE_TOKEN || secrets.GITHUB_TOKEN }}
+          GH_REPO: ${{ github.repository }}
+        run: |
+          finalized=$(gh api --paginate "repos/${GH_REPO}/pulls?state=open&base=main&per_page=100" \
+            --jq '.[] | select(.head.repo.full_name == .base.repo.full_name) | select(.head.ref | startswith("release-please--branches--main--")) | select(any(.labels[]; .name == "rea:release-notes-finalized")) | .number')
+          if [[ -n "${finalized}" ]]; then
+            echo "Finalized release notes on PR ${finalized}; automatic proposal refresh is paused." >> "$GITHUB_STEP_SUMMARY"
+            echo "frozen=true" >> "$GITHUB_OUTPUT"
+          fi
+
      - uses: googleapis/release-please-action@v4
+        if: steps.editorial.outputs.frozen != 'true'
        with:
          token: ${{ secrets.RELEASE_PLEASE_TOKEN || secrets.GITHUB_TOKEN }}
          target-branch: main
@@ -80,6 +94,16 @@ jobs:
          node scripts/verify-release-checkpoint.mjs \
            --phase publish --release-branch main --source-sha "$SOURCE_SHA"

+      - name: Validate finalized notes before release creation
+        env:
+          GH_TOKEN: ${{ secrets.RELEASE_PLEASE_TOKEN || secrets.GITHUB_TOKEN }}
+          GH_REPO: ${{ github.repository }}
+          RELEASE_PR: ${{ github.event.pull_request.number }}
+          SOURCE_SHA: ${{ github.event.pull_request.merge_commit_sha }}
+        run: |
+          node scripts/release-notes.mjs publication --repository "$GH_REPO" \
+            --source "$SOURCE_SHA" --pr "$RELEASE_PR"
+
      - uses: googleapis/release-please-action@v4
        id: release
        with:
@@ -192,6 +216,16 @@ jobs:
          --phase "$RELEASE_PHASE" --release-branch "$RELEASE_BRANCH"
          --source-sha "$SOURCE_SHA"

+      - name: Validate manual finalized notes before release creation
+        if: inputs.phase == 'publish'
+        env:
+          GH_TOKEN: ${{ secrets.RELEASE_PLEASE_TOKEN || secrets.GITHUB_TOKEN }}
+          GH_REPO: ${{ github.repository }}
+          SOURCE_SHA: ${{ steps.branch.outputs.sha }}
+        run: |
+          node scripts/release-notes.mjs publication --repository "$GH_REPO" \
+            --source "$SOURCE_SHA"
+
      - uses: googleapis/release-please-action@v4
        id: release
        with:
@@ -1,12 +1,7 @@
 name: Website checks

 on:
-  pull_request:
-    branches: [main, "release/*"]
-    paths:
-      - "website/**"
-      - "scripts/*website*.py"
-      - ".github/workflows/**"
+  workflow_call:
  workflow_dispatch:

 permissions:
@@ -35,9 +30,5 @@ jobs:
          sudo apt-get update
          sudo apt-get install --no-install-recommends -y libcairo2 fonts-dejavu-core
          python3 -m pip install -r website/requirements.txt
-      - name: Prepare website assets
-        run: python3 scripts/prepare-website.py
-      - name: Check website links, metadata and publishing configuration
-        run: python3 scripts/verify-website.py
-      - name: Check sitemap discovery and metadata regressions
-        run: python3 scripts/test-website.py
+      - name: Check shared HTML, links, assets and contributor workflows
+        run: python3 scripts/website.py check
@@ -59,10 +59,8 @@ jobs:
          sudo apt-get update
          sudo apt-get install --no-install-recommends -y libcairo2 fonts-dejavu-core
          python3 -m pip install -r website/requirements.txt
-      - name: Prepare website assets
-        run: python3 scripts/prepare-website.py
-      - name: Check website links, metadata and publishing configuration
-        run: python3 scripts/verify-website.py
+      - name: Check shared HTML, links, assets and contributor workflows
+        run: python3 scripts/website.py check
      - name: Record the published commit
        run: |
          python3 - <<'PY'
@@ -70,7 +68,7 @@ jobs:
          import os
          from pathlib import Path

-          Path("website/public/deployment.json").write_text(
+          Path("website/_site/deployment.json").write_text(
              json.dumps({"commit": os.environ["GITHUB_SHA"]}) + "\n",
              encoding="utf-8",
          )
@@ -80,7 +78,7 @@ jobs:
      - name: Upload the website
        uses: actions/upload-pages-artifact@v4
        with:
-          path: website/public
+          path: website/_site

  deploy:
    needs: prepare
@@ -33,6 +33,7 @@ codedb.snapshot
 htmlcov/
 .coverage
 coverage/
+.vitest/
 .vitest-reports/
 test-results.xml
 .turbo/
@@ -67,3 +68,6 @@ Thumbs.db
 /docs/public/product-catalog.json
 /docs/verification/managed-conformance-manifest.json
 /docs/verification/managed-conformance-ledger.json
+
+# Complete static website output, including generated language editions.
+website/_site/
@@ -1,6 +1,6 @@
 {
-  "_comment": "Test files are intentionally NOT excluded: the gate used to report zero clones because it skipped **/*.test.ts, hiding all test-tree duplication. Current actual is ~2.4% lines across src+ and tests/, down from 3.4% when tests were included. Lower this as duplication is removed.",
-  "threshold": 2.5,
+  "_comment": "Test files are intentionally NOT excluded: the gate used to report zero clones because it skipped **/*.test.ts, hiding all test-tree duplication. Current actual is ~2.47% lines across src+ and tests/, down from 3.4% when tests were included. The 2.6% limit leaves modest headroom for ordinary changes; lower it as duplication is removed.",
+  "threshold": 2.6,
  "reporters": ["consoleFull"],
  "ignore": [
    "node_modules/**",
@@ -22,7 +22,8 @@
    ],
    "max-params": ["warn", 4],
    "no-var": "warn",
-    "no-var-requires": "error"
+    "no-var-requires": "error",
+    "typescript/no-import-type-side-effects": "error"
  },
  "overrides": [
    {
@@ -1,3 +1,3 @@
 {
-  ".": "6.3.0"
+  ".": "6.4.0"
 }
@@ -1,5 +1,69 @@
 # Changelog

+## [6.4.0](https://github.com/morluto/rea/compare/rea-agents-6.3.0...rea-agents-6.4.0) (2026-10-11)
+
+### Highlights
+
+- Android: added device inspection, split-APK acquisition, logs, screenshots, file transfers and explicit app lifecycle actions through ADB, plus manifest and localized-string decoding with Apktool. ([#1552](https://github.com/morluto/rea/pull/1552), [#1556](https://github.com/morluto/rea/pull/1556)) Thanks @3QL.
+- JEB: browse project units and decompile selected items through a caller-started local JEB MCP server. ([#1536](https://github.com/morluto/rea/pull/1536)) Thanks @3QL.
+- Large analyses: discover retained Evidence without loading every payload, and inspect JavaScript graphs, binary layouts and function dossiers through summaries and selected views. ([#1682](https://github.com/morluto/rea/pull/1682), [#1568](https://github.com/morluto/rea/pull/1568), [#1570](https://github.com/morluto/rea/pull/1570), [#1345](https://github.com/morluto/rea/pull/1345), [#1507](https://github.com/morluto/rea/pull/1507), [#1247](https://github.com/morluto/rea/issues/1247)) Thanks @jhuang-tw, @kaoru0822-kitauji, @N0zoM1z0.
+- JavaScript: isolate source analysis in an owned process with configurable heap and timeout limits; retain completed facts and explicit unknowns when analysis runs out of resources. ([#1651](https://github.com/morluto/rea/pull/1651), [#1563](https://github.com/morluto/rea/issues/1563), [#1565](https://github.com/morluto/rea/issues/1565)) Thanks @N0zoM1z0, @peter-research.
+- Ghidra: configure import language/compiler specifications and seed functions, code and labels before auto-analysis. ([#1667](https://github.com/morluto/rea/pull/1667)) Thanks @sqmagellan.
+- RPC discovery: recognize supported tRPC calls, HTTP-link URLs and named GraphQL operations in JavaScript applications and web bundles. ([#1670](https://github.com/morluto/rea/pull/1670)) Thanks @pompiliodonatoapp.
+
+### Changes
+
+- Added Ghidra support for Windows PE DLLs and bounded MIPS ELF analysis, including carved MIPS inputs with incomplete section tables. Windows P0 remains read-only. ([#1303](https://github.com/morluto/rea/pull/1303), [#1362](https://github.com/morluto/rea/pull/1362), [#1629](https://github.com/morluto/rea/pull/1629), [#1290](https://github.com/morluto/rea/issues/1290), [#718](https://github.com/morluto/rea/issues/718), [#1619](https://github.com/morluto/rea/issues/1619)) Thanks @bqw371, @jaelliot, @kvalls, @N0zoM1z0.
+- Enabled `set_address_name` and `set_addresses_names` for Ghidra sessions with mutation authority, including namespace-aware data labels and per-address batch results. ([#1635](https://github.com/morluto/rea/pull/1635), [#1634](https://github.com/morluto/rea/issues/1634)) Thanks @giri256.
+- Recovered additional signed AArch64 relative jump-table patterns. ([#1592](https://github.com/morluto/rea/pull/1592)) Thanks @RishTheFish21.
+- Added PE resource inspection and read-only NativeAOT metadata parsing for supported x64 PE32+/.NET 8 RTR 9.1 inputs. The NativeAOT parser’s Windows-host Ghidra workflow remains unverified on a real Windows host. ([#1482](https://github.com/morluto/rea/pull/1482), [76d8f68](https://github.com/morluto/rea/commit/76d8f68cb918dfb43869f2b649a0b6c0c1cf266d), [#1254](https://github.com/morluto/rea/issues/1254)) Thanks @N0zoM1z0, @thangldw.
+- Added Pi, Hermes and Qwen Code setup, including Hermes active-profile support. ([#1376](https://github.com/morluto/rea/pull/1376), [#1403](https://github.com/morluto/rea/pull/1403), [#1415](https://github.com/morluto/rea/pull/1415), [#1409](https://github.com/morluto/rea/issues/1409)) Thanks @rasatpetabit, @yiliang114, @zaydiscold.
+- Added `REA_MCP_INPUT_SCHEMA_PROFILE=compact` for size-capped MCP clients such as Kimi/Moonshot, while retaining canonical runtime validation. ([#1514](https://github.com/morluto/rea/pull/1514), [#1580](https://github.com/morluto/rea/pull/1580), [#1484](https://github.com/morluto/rea/issues/1484), [#1581](https://github.com/morluto/rea/issues/1581)) Thanks @haythemsellami, @N0zoM1z0.
+- Added live process-capture progress and optional `finalization_ms` to capture shutdown output before timeout escalation; cancellation remains immediate. ([#1483](https://github.com/morluto/rea/pull/1483), [#1583](https://github.com/morluto/rea/pull/1583), [#1252](https://github.com/morluto/rea/issues/1252), [#1253](https://github.com/morluto/rea/issues/1253), [modelcontextprotocol/typescript-sdk#2997](https://github.com/modelcontextprotocol/typescript-sdk/issues/2997)) Thanks @N0zoM1z0, @nikolay-dementiev, @sathariels.
+- Improved Codex onboarding and recovery from observed client, PATH and provider blockers. ([#1613](https://github.com/morluto/rea/pull/1613)) Thanks @N0zoM1z0.
+- Reduced redirected JSON and terminal output size, and deferred heavy imports until their commands need them. ([#1413](https://github.com/morluto/rea/pull/1413), [#1450](https://github.com/morluto/rea/pull/1450), [#1439](https://github.com/morluto/rea/pull/1439), [21dbcf7](https://github.com/morluto/rea/commit/21dbcf7a1458219989ad291e44ce7d017378b727)) Thanks @kaoru0822-kitauji.
+
+### Fixes
+
+- Electron analysis: follow renamed and default-imported APIs and optional calls, ignore overwritten identities and media preload attributes, and resolve packaged `app.asar` pages and unpacked companions. ([#1391](https://github.com/morluto/rea/pull/1391), [#1393](https://github.com/morluto/rea/pull/1393), [#1400](https://github.com/morluto/rea/pull/1400), [#1664](https://github.com/morluto/rea/pull/1664), [#1673](https://github.com/morluto/rea/pull/1673)) Thanks @kaoru0822-kitauji, @marnixpluim, @N0zoM1z0, @suninrain086.
+- JavaScript data flow: preserve returned/yielded reference uncertainty, invalidate property-stored aliases correctly, and retain bundled-module runtime scope. ([#1437](https://github.com/morluto/rea/pull/1437), [#1445](https://github.com/morluto/rea/pull/1445), [#1471](https://github.com/morluto/rea/pull/1471), [#1577](https://github.com/morluto/rea/pull/1577), [#1428](https://github.com/morluto/rea/issues/1428), [#1442](https://github.com/morluto/rea/issues/1442), [#1449](https://github.com/morluto/rea/issues/1449), [#1576](https://github.com/morluto/rea/issues/1576)) Thanks @CassieFox23, @dakjdakd, @N0zoM1z0.
+- JavaScript packages: resolve exact exports subpaths, preserve trailing-slash directory requests and exact CommonJS keys, and respect shadowed `require` bindings. ([#1424](https://github.com/morluto/rea/pull/1424), [#1615](https://github.com/morluto/rea/pull/1615), [5485483](https://github.com/morluto/rea/commit/5485483f7da2f6cb66441bb784aaf2a1a5f8731a), [8b2f851](https://github.com/morluto/rea/commit/8b2f8514c50e469c3add8ce9ba7ebebef888b14f), [f998fcb](https://github.com/morluto/rea/commit/f998fcb1cca9994c3589fb70d6e0127fc215f76f), [1e51c73](https://github.com/morluto/rea/commit/1e51c732bbf08191688d6526bf58ab2650b601e3), [#1365](https://github.com/morluto/rea/issues/1365)) Thanks @akshitkhokhani, @AWUQAQ, @immanuwell, @rudycelekli.
+- Large JavaScript inputs: handle oversized inline source maps, deep returns and reassignment loops; avoid argument expansion limits and yield during large analysis passes. ([#1386](https://github.com/morluto/rea/pull/1386), [#1368](https://github.com/morluto/rea/pull/1368), [#1390](https://github.com/morluto/rea/pull/1390), [#1539](https://github.com/morluto/rea/pull/1539), [#1525](https://github.com/morluto/rea/pull/1525), [#1542](https://github.com/morluto/rea/pull/1542), [#1545](https://github.com/morluto/rea/pull/1545), [#1557](https://github.com/morluto/rea/pull/1557), [#1380](https://github.com/morluto/rea/issues/1380), [#1401](https://github.com/morluto/rea/issues/1401), [#1538](https://github.com/morluto/rea/issues/1538), [#1462](https://github.com/morluto/rea/issues/1462)) Thanks @cold-atom, @KadirJeager, @kaoru0822-kitauji, @marnixpluim, @N0zoM1z0, @rudycelekli.
+- JavaScript receivers: expand escaped methods once, index returned-object targets, and avoid replaying earlier writes or duplicating retained graph allocations. ([#1517](https://github.com/morluto/rea/pull/1517), [#1537](https://github.com/morluto/rea/pull/1537), [#1444](https://github.com/morluto/rea/pull/1444), [#1601](https://github.com/morluto/rea/pull/1601), [#1495](https://github.com/morluto/rea/issues/1495)) Thanks @CassieFox23, @geekwolf, @kaoru0822-kitauji, @N0zoM1z0, @zeynelacikgoez.
+- Browser captures: retain WebSocket URLs, empty connections and frame order; compare only common known payload coverage and preserve incomplete WebMCP replay coverage. ([db4e360](https://github.com/morluto/rea/commit/db4e3608465486466591b594cf77037ac150c988), [aa257ea](https://github.com/morluto/rea/commit/aa257ea4b16f2d2a35c12df63359d650b48b1154), [e52c0a7](https://github.com/morluto/rea/commit/e52c0a72c59c740315e89149881a27ce4d89a11c))
+- Browser scenarios: seed storage in the correct partition, normalize loopback attach identities, retain declared-secret redaction and require verified lineage before Windows Electron signals. ([#1604](https://github.com/morluto/rea/pull/1604), [#1590](https://github.com/morluto/rea/pull/1590), [#1588](https://github.com/morluto/rea/pull/1588), [8b4c3de](https://github.com/morluto/rea/commit/8b4c3de3b3a3b580adec266f94f29ccedf1da228), [#1497](https://github.com/morluto/rea/issues/1497), [#1591](https://github.com/morluto/rea/issues/1591), [#1589](https://github.com/morluto/rea/issues/1589)) Thanks @Adolanium, @akushonkamen, @dakjdakd.
+- Added Termux Android browser-scenario support. ([#1655](https://github.com/morluto/rea/pull/1655)) Thanks @tyloryang.
+- Web inputs: accept BOM-prefixed HAR, preserve the first duplicate DOM attribute and resolve SVG/XLink URLs in HTML and XHTML. ([#1509](https://github.com/morluto/rea/pull/1509), [#1516](https://github.com/morluto/rea/pull/1516), [#1602](https://github.com/morluto/rea/pull/1602), [#1683](https://github.com/morluto/rea/pull/1683), [#1496](https://github.com/morluto/rea/issues/1496), [#1586](https://github.com/morluto/rea/issues/1586)) Thanks @CassieFox23, @kaoru0822-kitauji, @sathariels, @taljeri.
+- Screenshot comparisons: validate PNG chunks, distinguish corruption from unsupported encodings and bound comparison memory. ([4e4b15b](https://github.com/morluto/rea/commit/4e4b15b8250b29e176d4191c9610a3931b693474), [b3e977e](https://github.com/morluto/rea/commit/b3e977e6d073ab1783cece8581279f87fc360411)) Thanks @rudycelekli.
+- Archives: preserve case-distinct names, report collisions at their diverging segment, detect nested formats from bytes and reject Windows alternate-stream extraction paths. ([#1480](https://github.com/morluto/rea/pull/1480), [#1505](https://github.com/morluto/rea/pull/1505), [#1553](https://github.com/morluto/rea/pull/1553), [573598c](https://github.com/morluto/rea/commit/573598c6324698cc48ceafd24ed3864670e08d00), [#1470](https://github.com/morluto/rea/issues/1470), [#1491](https://github.com/morluto/rea/issues/1491)) Thanks @CassieFox23, @kaoru0822-kitauji.
+- Cleanup: retain failed readers, ASAR handles, output trees and provider workers for retry without discarding completed output or partial observations. ([ffe0574](https://github.com/morluto/rea/commit/ffe0574e17b9d973860371083cb1a351be912131), [de0d341](https://github.com/morluto/rea/commit/de0d341524dc68250a45b41eb7e49fcecc1e32a9), [3f8c51e](https://github.com/morluto/rea/commit/3f8c51e9b506d88fc41aded7b1a22b9a09037c26), [d1235fa](https://github.com/morluto/rea/commit/d1235fadc901e1fb9ab3149d53063306c8545414), [026126e](https://github.com/morluto/rea/commit/026126eafe741e5a8b857433587fd615cdd44c19))
+- Providers: canonicalize IDA workspace roots before identity checks, respect IDA cancellation, serialize JEB acquisition and correct Ghidra no-return/imported-symbol recovery. ([#1481](https://github.com/morluto/rea/pull/1481), [#1419](https://github.com/morluto/rea/pull/1419), [5f30ea6](https://github.com/morluto/rea/commit/5f30ea6ff2dd89aab7af6da6e8dfa5e508ed459b), [f88c990](https://github.com/morluto/rea/commit/f88c99021b88ce67e513025901f57478d8107d0c), [49e6f00](https://github.com/morluto/rea/commit/49e6f00ed08b225abf9ddb7c762553607fdab115)) Thanks @AS9929, @JonahSimon, @Y0UW1SH.
+- Binary metadata: respect PE/.NET section extents, bound binary-plist expansion, scope keyed-archive traversal and decode app `Info.plist` files without `plutil`. ([#1678](https://github.com/morluto/rea/pull/1678), [#1515](https://github.com/morluto/rea/pull/1515), [#1378](https://github.com/morluto/rea/pull/1378), [#1476](https://github.com/morluto/rea/pull/1476), [975dff2](https://github.com/morluto/rea/commit/975dff2e25b14b634e14dd5e0db1537d0ca9815b), [76296c5](https://github.com/morluto/rea/commit/76296c5a3868ba3b54be6ed3896719283d6de5f8)) Thanks @jayhemnani9910, @kaoru0822-kitauji, @rudycelekli.
+- Windows runtimes: preserve drive-root paths when creating private provider directories. ([ee46323](https://github.com/morluto/rea/commit/ee46323b493994902b04824a7dc8aae2a8117903))
+- Compatibility: load Windows native controls under Node-API hosts with renamed executables, preserve dylib directory requirements, support Wakaru 1.x and reject directory-valued Hopper launchers. ([#1531](https://github.com/morluto/rea/pull/1531), [#1623](https://github.com/morluto/rea/pull/1623), [#1540](https://github.com/morluto/rea/pull/1540), [#1426](https://github.com/morluto/rea/pull/1426)) Thanks @evenafterallisaid, @Fazmin, @pionxzh, @xeropresence.
+- Reference imports: normalize internal symlink lookup consistently, preserve exact paths and exclusion provenance, report root access failures and reject FIFO replacements without blocking. ([#1535](https://github.com/morluto/rea/pull/1535), [2ca3ad2](https://github.com/morluto/rea/commit/2ca3ad238608adfca80a7ff1aaadea6e59a58225), [6636045](https://github.com/morluto/rea/commit/6636045c9c5b472bba51afee9d434394861e93a4), [3967cfa](https://github.com/morluto/rea/commit/3967cfa43e786c65a57e89c265343983d19ef9d0), [f1c58cc](https://github.com/morluto/rea/commit/f1c58cc53fbd83b968e11b3e2eccebca51299c54)) Thanks @anujsingh-cse.
+- Setup: honor active configuration and skill roots, preserve configured MCP environments, validate Hermes/OMP profiles before writing, recognize Omarchy and retain recovery backups. ([#1504](https://github.com/morluto/rea/pull/1504), [#1607](https://github.com/morluto/rea/pull/1607), [#1528](https://github.com/morluto/rea/pull/1528), [#1562](https://github.com/morluto/rea/pull/1562), [#1662](https://github.com/morluto/rea/pull/1662), [a011485](https://github.com/morluto/rea/commit/a01148553e2a37c72ae78405418ab648876a96a6), [#1606](https://github.com/morluto/rea/issues/1606), [#1521](https://github.com/morluto/rea/issues/1521), [#1561](https://github.com/morluto/rea/issues/1561)) Thanks @Adkid-Zephyr, @CassieFox23, @LuisTaffelli, @N0zoM1z0, @peter-research.
+- Process capture: retain descendant lineage after launcher exit, preserve identity uncertainty before signaling and release terminals after observation failures. ([80896a1](https://github.com/morluto/rea/commit/80896a1d64b216ef893907249cd4252f86215d49), [c916850](https://github.com/morluto/rea/commit/c9168508527302ac57bc86385ccf0d824697b5dc)) Thanks @Y0UW1SH.
+- CLI/MCP errors: accept JSON files for web comparisons, preserve native option help and union correction details, remove invalid aliases and validate doctor against its discovered output contract. ([#1397](https://github.com/morluto/rea/pull/1397), [#1395](https://github.com/morluto/rea/pull/1395), [#1425](https://github.com/morluto/rea/pull/1425), [#1461](https://github.com/morluto/rea/pull/1461), [8b4c96e](https://github.com/morluto/rea/commit/8b4c96e6c6b3ed6806e4cd72b556b5db6114304a), [#1421](https://github.com/morluto/rea/issues/1421), [#1454](https://github.com/morluto/rea/issues/1454)) Thanks @Fazmin, @kaoru0822-kitauji, @N0zoM1z0.
+
+### ⚠ BREAKING CHANGES
+
+- WebSocket results: use `network.websocket_connections` instead of `network.websocket_events`. Connections contain `request_id`, `url` and `events`; allow `payload_bytes: null` when size is unknown. No legacy alias remains. ([db4e360](https://github.com/morluto/rea/commit/db4e3608465486466591b594cf77037ac150c988))
+- Direct resource APIs: pass a caller-owned `ArtifactResourceScope` to inventory/extraction, JavaScript analysis, reference imports and web exports; retain it through cleanup/shutdown. For `readJavaScriptArtifactFiles`, scope is argument three and abort signal is argument four. Keep each root inventory source’s single cleanup owner. Use `OwnedFileHandle` owners, injected ASAR `fd`/`read` handles instead of `createReadStream`, VCS `Result` values, and `WebScriptExportError`’s options object. CLI/MCP inputs for the scoped operations are unchanged. ([ffe0574](https://github.com/morluto/rea/commit/ffe0574e17b9d973860371083cb1a351be912131), [53e7fad](https://github.com/morluto/rea/commit/53e7fadbd078422ba3d55b5499a70d237c5f4908), [684199b](https://github.com/morluto/rea/commit/684199ba0be7822266d57ddb8a40e95f087fdc42), [be75ed5](https://github.com/morluto/rea/commit/be75ed5e4b4bfb146af497f8fa5d172a1ea19462), [be6272f](https://github.com/morluto/rea/commit/be6272f26115bd8e94f2ab0df4cf092004587a18), [e0e49e9](https://github.com/morluto/rea/commit/e0e49e9dd53d9d1f1d2330b23f7f880dc1c81774), [95a77b6](https://github.com/morluto/rea/commit/95a77b6e25420b3879bd0e32bdbb14d452b38776))
+- Saved reference graphs: exclusions require their matching `pattern` and distinguish `project-ignored` from `default-ignored`. Re-import graphs missing that provenance. ([6585293](https://github.com/morluto/rea/commit/6585293c562853b95c3a70df02c12ad8cc17afc4))
+- Terminal captures: keep initial and resized buffers within 1,000,000 cells using `columns × (rows + scrollback)`; oversized scenarios are rejected before launch. ([f9ea9a9](https://github.com/morluto/rea/commit/f9ea9a9268c854d31048da9f8a50cfa37703fe5a))
+- Optional agent-verification reports: accept schema version 4, nullable `expectedFirstTool` and `targetClarificationPassed`. Production CLI/MCP contracts are unchanged. ([#1613](https://github.com/morluto/rea/pull/1613))
+- Capture comparisons: recapture both sides with matching `literal-replacements-v1` semantics when custom normalization patterns are used. Legacy unversioned pattern captures remain readable but cannot be compared with new pattern captures; captures without patterns are unaffected. ([#1456](https://github.com/morluto/rea/pull/1456), [2b6f14f](https://github.com/morluto/rea/commit/2b6f14f528297cf12c776c960af0859f5cfbefbf)) Thanks @Madhavan006, @N0zoM1z0.
+- Artifact graph edges: read child artifact IDs and paths from the occurrence selected by `occurrence_id`, not edge fields `child_artifact_id`/`logical_path`. Earlier inventory Evidence no longer validates against the new commitment. ([#1493](https://github.com/morluto/rea/pull/1493)) Thanks @kaoru0822-kitauji.
+- Semantic graph schema: nodes and relations no longer include `identifier_strategy`, and relation IDs no longer hash it. Earlier Evidence no longer validates against this schema. ([#1474](https://github.com/morluto/rea/pull/1474)) Thanks @kaoru0822-kitauji.
+- Semantic identities: select IDs from the parent graph; read exact event names from `event_name`, endpoints from `endpoint` and literal values from `properties.value`. New analyses use digest-based IDs for long/reserved event and endpoint names and `value-sha256` literal role keys, with shorter labels; string literal labels now read `string literal`. Previously stored graphs retain their original IDs and remain valid workflow inputs. ([#1427](https://github.com/morluto/rea/pull/1427), [#1423](https://github.com/morluto/rea/pull/1423), [#1407](https://github.com/morluto/rea/pull/1407)) Thanks @N0zoM1z0.
+
+### Contributors
+
+- Thanks also to @BaaRai, @commit-regrets, @coygeek, @Franky100-pig, @inii-sayaa, @jopemachine, @JosephDemarest, @keemsisi, @Totopo27 for contributions included in this release.
+
+Full contribution record: [336 commits and 163 merged PRs](https://github.com/morluto/rea/blob/rea-agents-6.4.0/docs/releases/6.4.0.contributions.json).
+
 ## [6.3.0](https://github.com/morluto/rea/compare/rea-agents-6.2.0...rea-agents-6.3.0) (2026-10-09)


@@ -124,9 +124,10 @@ for exact-path, awaited cleanup, including failures and timeouts.
 rejects remaining REA-owned paths. Never glob-clean shared `/tmp/rea-*` content.

 `REA_LOG_LEVEL` selects `trace`, `debug`, `info`, `warn`, `error`, `fatal`, or
-`silent`. MCP defaults to `info` on stderr; one-shot CLI logging is opt-in on
-stdout. Request arguments, bridge tokens, and environment data are redacted
-from diagnostic logs.
+`silent`. Logs go to stderr: MCP defaults to `info`, and one-shot CLI logging
+is opt-in, so stdout carries only protocol messages and command results.
+Request arguments, bridge tokens, and environment data are redacted from
+diagnostic logs.

 ## Real Hopper changes

@@ -147,10 +148,15 @@ Generated fixtures and manifests remain ignored.
 Use the [release guide](docs/releasing.md). Main pushes automatically refresh a
 Release Please PR with the next version and changelog. Review its migration
 notes, wait for the current CI checks to pass, and merge it into main to publish.
+
 The Release workflow validates and tags that merge; both publishers build its
 exact SHA. Ordinary main pushes cannot publish packages. An optional manual
 `release/VERSION` checkpoint retains explicit preparation and publication.

+For grouped release notes with verified contributor thanks, use the repository's
+`rea-changelog-update` skill in `.agents/skills/rea-changelog-update/`. Its inventory,
+credit checks, and finalization process are described in the release guide.
+
 Keep new implementation commits on main for the next release. The workflow
 owns packaged-artifact verification, npm publication, the published CLI/MCP
 canary, and MCP Registry publication. Sync manual checkpoint metadata back to
@@ -1,6 +1,6 @@
 <div align="center">

-**English** · [简体中文](README_zh.md) · [繁體中文](README_zh-TW.md) · [日本語](README_ja.md) · [한국어](README_ko.md) · [Türkçe](README_tr.md) · [Русский](README_ru.md) · [Tiếng Việt](README_vi.md) · [ไทย](README_th.md) · [Deutsch](README_de.md) · [Español](README_es.md) · [Français](README_fr.md) · [Українська](README_uk.md) · [Polski](README_pl.md) · [Português (Brasil)](README_pt-BR.md) · [العربية](README_ar.md) · [فارسی](README_fa.md) · [Bahasa Indonesia](README_id.md)
+**English** · [简体中文](README_zh.md) · [繁體中文](README_zh-TW.md) · [日本語](README_ja.md) · [한국어](README_ko.md) · [Türkçe](README_tr.md) · [Русский](README_ru.md) · [Tiếng Việt](README_vi.md) · [ไทย](README_th.md) · [Deutsch](README_de.md) · [Español](README_es.md) · [Français](README_fr.md) · [Українська](README_uk.md) · [Polski](README_pl.md) · [Português (Brasil)](README_pt-BR.md) · [العربية](README_ar.md) · [فارسی](README_fa.md) · [Bahasa Indonesia](README_id.md) · [Italiano](README_it.md)

 # REA: Reverse Engineer Anything

@@ -111,12 +111,15 @@ snapshots and scripting.
 REA changes quickly, and new releases include frequent bug fixes. Keep your
 installation up to date.

-For an npm-installed CLI:
+For a CLI installed with `npm install --global` or `bun add --global`:

 ```bash
 rea update
 ```

+Bun global updates require Bun 1.2.17 or later. With an older Bun release,
+upgrade Bun manually before running `rea update`.
+
 To refresh your agent registrations and skill, run the setup command printed
 by the update.

@@ -127,7 +130,8 @@ npx rea-agents@latest setup
 ```

 Review the setup changes and restart your agent. For one-off CLI commands,
-use `npx rea-agents@latest` followed by the command.
+use `npx rea-agents@latest` followed by the command. With Bun, use
+`bunx rea-agents@latest` in place of `npx rea-agents@latest`.

 ## How REA works

@@ -151,13 +155,17 @@ Additional tools and host support depend on the target:
 | ---------------------- | ------------------------------------------------------------------------------------ | ------------------------------------------------------------------------------------------------------------------------------------- |
 | Native binaries        | Pseudocode, assembly, strings, symbols, calls and references                         | Hopper, Ghidra or IDA; [native analysis](https://rea.tools/guides/native/)                                                            |
 | Offline ELF layout     | Sections, segments, original symbols/relocations and static mitigation candidates    | Caller-supplied pwntools on Linux x64; [binary diagnostics](docs/binary-diagnostics.md)                                               |
-| EVM bytecode           | Dispatch selectors, byte offsets, inferred arguments and mutability                  | Local raw/hex carrier; [offline EVM guide](docs/evm-bytecode.md)                                                                      |
-| Recorded Linux crashes | Raw notes, every recorded thread's registers/signals and optional mapping candidates | Caller-supplied pwntools; optional GDB/pwndbg; [recorded crashes](docs/recorded-crashes.md)                                           |
+| WASM artifact          | Validation, sections, exact import/export WAT forms and decoded WAT                  | Caller-supplied WABT 1.0.42; `inspect_wasm_artifact`                                                                                  |
+| EVM bytecode           | Dispatch selectors, byte offsets, inferred arguments and mutability                  | Local raw/hex carrier on Linux x64; [offline EVM guide](docs/evm-bytecode.md)                                                         |
+| Recorded Linux crashes | Raw notes, every recorded thread's registers/signals and optional mapping candidates | Caller-supplied pwntools on Linux x64; optional GDB/pwndbg; [recorded crashes](docs/recorded-crashes.md)                              |
 | JavaScript / Electron  | Modules, imports, source maps, routes, IPC and native add-on relationships           | Node.js and npm; [application analysis](https://rea.tools/guides/javascript/)                                                         |
 | Websites               | Page structure, scripts, network observations and requested screenshots              | A Chrome-family browser; [browser analysis](https://rea.tools/guides/browser/)                                                        |
 | Saved network captures | Requests, responses, exposed payloads and source locations                           | HAR; mitmdump on Linux for native mitmproxy captures; [capture guide](docs/web-network-captures.md)                                   |
 | .NET assemblies        | Metadata, CIL instructions, declared native dependencies and build comparisons       | None (static only); [managed-code guide](docs/managed-code-analysis.md)                                                               |
 | Android APKs           | Manifest declarations, classes, decompiled methods and references                    | Headless JADX and a full JDK on Linux/macOS/Windows x64; [Android guide](docs/android-analysis.md)                                    |
+| Android devices        | Devices, packages, processes, logs, dumps, screen captures, and APK/file transfers   | Caller-supplied adb (emulator or hardware); [ADB guide](docs/adb-device-analysis.md)                                                  |
+| JEB projects           | Engine-backed project units, artifact digests and type/method pseudo-code            | A caller-started JEB client serving MCP, selected with REA_JEB_MCP_URL; [JEB guide](docs/jeb-analysis.md)                             |
+| Android resources      | Decoded manifest, string tables, locales and version facts                           | Caller-supplied Apktool launcher; [resource guide](docs/apktool-resource-analysis.md)                                                 |
 | Firmware               | Regions, extraction results and native-analysis handoffs                             | Binwalk / Unblob on Linux; [firmware guide](docs/firmware-analysis.md)                                                                |
 | Packages and resources | File inventories, digests, plists, Apple bundle anatomy and extracted resources      | [Artifact and JavaScript guide](docs/javascript-artifact-reconstruction.md), [Apple applications](docs/apple-application-analysis.md) |
 | Process behavior       | Terminal output, interactions, exit and filesystem observations, and run comparisons | Linux/macOS with a native PTY; [process capture](docs/process-capture.md)                                                             |
@@ -173,8 +181,8 @@ Native formats and host support vary by provider. See
 [IDA guide](docs/ida-provider.md), and
 [experimental Windows Ghidra support](docs/windows-ghidra-p0.md).
 Ghidra also supports [16-bit DOS analysis](docs/ghidra-dos.md).
-For large binaries, raise its startup deadline with
-`REA_GHIDRA_STARTUP_TIMEOUT_MS`.
+For large binaries, raise the provider's startup deadline with
+`REA_GHIDRA_STARTUP_TIMEOUT_MS` or `REA_HOPPER_STARTUP_TIMEOUT_MS`.
 For provider selection, see the [CLI guide](docs/cli.md#choose-a-provider).
 Check [release availability](docs/installation.md#released-package-and-main)
 for features added since the latest npm release.
@@ -273,7 +281,7 @@ model provider has its own data policy.

 Update first; a recent release may already fix it.

-For an npm-installed CLI:
+For a CLI installed with `npm install --global` or `bun add --global`:

 ```bash
 rea update
@@ -307,7 +315,7 @@ Report vulnerabilities through [SECURITY.md](SECURITY.md).

 ## Star history

-🎉 **50,000 GitHub stars — thank you!**
+🎉 **90,000 GitHub stars — thank you!**

 Thanks to everyone using REA, reporting bugs, requesting features, testing builds, and contributing fixes.

@@ -1,6 +1,6 @@
 <div align="center">

-[English](README.md) · [简体中文](README_zh.md) · [繁體中文](README_zh-TW.md) · [日本語](README_ja.md) · [한국어](README_ko.md) · [Türkçe](README_tr.md) · [Русский](README_ru.md) · [Tiếng Việt](README_vi.md) · [ไทย](README_th.md) · [Deutsch](README_de.md) · [Español](README_es.md) · [Français](README_fr.md) · [Українська](README_uk.md) · [Polski](README_pl.md) · [Português (Brasil)](README_pt-BR.md) · **العربية** · [فارسی](README_fa.md) · [Bahasa Indonesia](README_id.md)
+[English](README.md) · [简体中文](README_zh.md) · [繁體中文](README_zh-TW.md) · [日本語](README_ja.md) · [한국어](README_ko.md) · [Türkçe](README_tr.md) · [Русский](README_ru.md) · [Tiếng Việt](README_vi.md) · [ไทย](README_th.md) · [Deutsch](README_de.md) · [Español](README_es.md) · [Français](README_fr.md) · [Українська](README_uk.md) · [Polski](README_pl.md) · [Português (Brasil)](README_pt-BR.md) · **العربية** · [فارسی](README_fa.md) · [Bahasa Indonesia](README_id.md) · [Italiano](README_it.md)

 # REA: هندسة عكسية لأي شيء

@@ -18,7 +18,7 @@

 <a href="https://trendshift.io/repositories/82054?utm_source=repository-badge&amp;utm_medium=badge&amp;utm_campaign=badge-repository-82054" target="_blank" rel="noopener noreferrer"><img src="https://trendshift.io/api/badge/repositories/82054" alt="morluto%2Frea | Trendshift" width="250" height="55"/></a>

-**[الموقع](https://rea.tools/) · [الأدلة](https://rea.tools/guides/) · [دراسات الحالة](https://rea.tools/showcase/)**
+**[الموقع](https://rea.tools/ar/) · [الأدلة](https://rea.tools/ar/guides/) · [دراسات الحالة](https://rea.tools/ar/showcase/)**

 [البدء السريع](#البدء-السريع) · [كيف يعمل REA](#كيف-يعمل-rea) · [ما الذي يمكنك تحليله](#ما-الذي-يمكنك-تحليله) · [دراسات الحالة](#دراسات-الحالة) · [الأسئلة الشائعة](#الأسئلة-الشائعة) · [التوثيق](#التوثيق)

@@ -54,7 +54,7 @@

 يسجّل الإعداد REA لدى وكيلك ويثبّت تعليمات سير العمل المطابقة. يمكن لتحليل الشيفرة الأصلية استخدام تثبيت موجود من Hopper أو Ghidra؛ ويمكن للإعداد أيضًا تثبيت Hopper اختياريًا بعد موافقتك. لا يحتاج التحليل الثابت لـ JavaScript إلى أي من المحركين.

-> **[زر موقع REA](https://rea.tools/)** للاطلاع على تعليمات الإعداد والأدلة المصوّرة ودراسات الحالة الفعلية.
+> **[زر موقع REA](https://rea.tools/ar/)** للاطلاع على تعليمات الإعداد والأدلة المصوّرة ودراسات الحالة الفعلية.

 ## البدء السريع

@@ -133,15 +133,18 @@ npx rea-agents@latest setup

 | الهدف                           | ما يعيده REA                                                                                               | المتطلبات والدليل                                                                                                                 |
 | ------------------------------- | ---------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------- |
-| الملفات الثنائية للشيفرة الأصلية | شيفرة شبه برمجية، وتعليمات تجميع، وسلاسل نصية، ورموز، واستدعاءات، ومراجع                                    | Hopper أو Ghidra أو IDA؛ [تحليل الشيفرة الأصلية](https://rea.tools/guides/native/)                                                 |
+| الملفات الثنائية للشيفرة الأصلية | شيفرة شبه برمجية، وتعليمات تجميع، وسلاسل نصية، ورموز، واستدعاءات، ومراجع                                    | Hopper أو Ghidra أو IDA؛ [تحليل الشيفرة الأصلية](https://rea.tools/ar/guides/native/)                                              |
 | بنية ELF دون تشغيل              | الأقسام والمقاطع والرموز ومعلومات إعادة التموضع الأصلية، وآليات الحماية المحتملة المستدلّ عليها بالفحص الثابت | pwntools يوفّره المستدعي على Linux x64؛ [تشخيص الملفات الثنائية](docs/binary-diagnostics.md)                                       |
-| شيفرة EVM البايتية              | محددات التوجيه، وإزاحات البايتات، والمعاملات المستنتجة، وقابلية تغيير الحالة                                | مدخل محلي يحمل بايتات خامًا أو تمثيلًا سداسيًا عشريًا؛ [دليل EVM دون تشغيل](docs/evm-bytecode.md)                                      |
-| أعطال Linux المسجّلة             | سجلات note الخام، ومسجّلات المعالج/الإشارات لكل خيط مسجّل، وترشيحات اختيارية لخرائط الذاكرة                     | pwntools يوفّره المستدعي؛ GDB/pwndbg اختياريان؛ [الأعطال المسجّلة](docs/recorded-crashes.md)                                         |
-| JavaScript / Electron           | الوحدات، وعمليات الاستيراد، وخرائط المصدر، والمسارات، وIPC، وعلاقات إضافات الشيفرة الأصلية                    | Node.js وnpm؛ [تحليل التطبيقات](https://rea.tools/guides/javascript/)                                                             |
-| المواقع                         | بنية الصفحة، والسكربتات، وملاحظات الشبكة، ولقطات الشاشة المطلوبة                                            | متصفح من عائلة Chrome؛ [تحليل المتصفح](https://rea.tools/guides/browser/)                                                         |
+| شيفرة EVM البايتية              | محددات التوجيه، وإزاحات البايتات، والمعاملات المستنتجة، وقابلية تغيير الحالة                                | مدخل محلي يحمل بايتات خامًا أو تمثيلًا سداسيًا عشريًا على Linux x64؛ [دليل EVM دون تشغيل](docs/evm-bytecode.md)                        |
+| أعطال Linux المسجّلة             | سجلات note الخام، ومسجّلات المعالج/الإشارات لكل خيط مسجّل، وترشيحات اختيارية لخرائط الذاكرة                     | pwntools يوفّره المستدعي على Linux x64؛ GDB/pwndbg اختياريان؛ [الأعطال المسجّلة](docs/recorded-crashes.md)                           |
+| JavaScript / Electron           | الوحدات، وعمليات الاستيراد، وخرائط المصدر، والمسارات، وIPC، وعلاقات إضافات الشيفرة الأصلية                    | Node.js وnpm؛ [تحليل التطبيقات](https://rea.tools/ar/guides/javascript/)                                                          |
+| المواقع                         | بنية الصفحة، والسكربتات، وملاحظات الشبكة، ولقطات الشاشة المطلوبة                                            | متصفح من عائلة Chrome؛ [تحليل المتصفح](https://rea.tools/ar/guides/browser/)                                                      |
 | تسجيلات الشبكة المحفوظة          | الطلبات، والاستجابات، ومحتويات الحمولة المتاحة، ومواضعها في المصدر                                          | HAR؛ وmitmdump على Linux لتسجيلات mitmproxy بصيغتها الأصلية؛ [دليل تسجيلات الشبكة](docs/web-network-captures.md)                     |
 | تجميعات .NET                    | البيانات الوصفية، وتعليمات CIL، واعتماديات الشيفرة الأصلية المعلنة، ومقارنات البناء                         | فحص ثابت؛ [دليل الشيفرة المُدارة](docs/managed-code-analysis.md)                                                                   |
-| حزم Android APK                 | تصريحات ملف manifest، والأصناف، والدوال الناتجة عن فك الترجمة، والمراجع                                     | JADX دون واجهة رسومية وJDK كامل على Linux/macOS؛ [دليل Android](docs/android-analysis.md)                                         |
+| حزم Android APK                 | تصريحات ملف manifest، والأصناف، والدوال الناتجة عن فك الترجمة، والمراجع                                     | JADX دون واجهة رسومية وJDK كامل على Linux/macOS/Windows x64؛ [دليل Android](docs/android-analysis.md)                             |
+| أجهزة Android                   | الأجهزة والحزم والعمليات والسجلات والدامبات ولقطات الشاشة ونقل APK/الملفات                                   | adb يوفّره المُستدعي (محاكي أو جهاز)؛ [دليل ADB](docs/adb-device-analysis.md)                                                       |
+| مشاريع JEB                      | وحدات المشروع من المحرك وبصمات المصنّفات والكود الزائف للأنواع/الدوال                                        | عميل JEB يبدأه المُستدعي ويقدّم MCP، ويُختار عبر REA_JEB_MCP_URL؛ [دليل JEB](docs/jeb-analysis.md)                                   |
+| موارد Android                   | البيان المفكوك الترميز وجداول السلاسل واللغات وحقائق الإصدار                                                 | مُشغّل Apktool يوفّره المُستدعي؛ [دليل الموارد](docs/apktool-resource-analysis.md)                                                    |
 | البرامج الثابتة                 | المناطق، ونتائج الاستخراج، وما يُمرّر إلى تحليل الشيفرة الأصلية                                                | Binwalk / Unblob على Linux؛ [دليل البرامج الثابتة](docs/firmware-analysis.md)                                                     |
 | الحزم والموارد                  | قوائم الملفات، والبصمات، وملفات plist، وبنية حزم Apple، والموارد المستخرجة                                 | [دليل تحليل الملفات وJavaScript](docs/javascript-artifact-reconstruction.md)، [تطبيقات Apple](docs/apple-application-analysis.md) |
 | سلوك العمليات                   | مخرجات الطرفية، والتفاعلات، وملاحظات الخروج ونظام الملفات، ومقارنات التشغيل                                  | Linux/macOS مع PTY أصلي؛ [تسجيل سلوك العمليات](docs/process-capture.md)                                                           |
@@ -154,26 +157,26 @@ npx rea-agents@latest setup

 ## دراسات الحالة

-[![رسوم توضيحية لأمثلة توزيع الصوت في DX-Ball وجسر الحافظة في Notion وحلقة الطلقات في TH04](docs/assets/rea-showcases.png)](https://rea.tools/showcase/)
+[![رسوم توضيحية لأمثلة توزيع الصوت في DX-Ball وجسر الحافظة في Notion وحلقة الطلقات في TH04](docs/assets/rea-showcases.png)](https://rea.tools/ar/showcase/)

 ### DX-Ball: إعادة بناء حساب توزيع الصوت بين القناتين

 تتبّع استدعاء صوت إلى الدالة المساعدة التي تحوّل الموضع إلى توزيع بين القناتين، وافحص التعليمات، وحوّل الشيفرة شبه البرمجية غير المكتملة إلى C. تجتاز إعادة البناء 3,205 حالات اختبار على x86 الأصلي، وتعيد إنتاج جميع بايتات الدالة المترجمة البالغ عددها 63 بايتًا.

-[اقرأ دراسة الحالة](https://rea.tools/showcase/dx-ball/) ·
+[اقرأ دراسة الحالة](https://rea.tools/ar/showcase/dx-ball/) ·
 [مستودع إعادة البناء](https://github.com/N0zoM1z0/dx-ball)

 ### Notion: تتبّع جسر الحافظة في Electron

 اعثر على API الحافظة في عملية العرض، وتتبّعه عبر preload وIPC إلى العملية الرئيسية، وافحص صيغة الحافظة ذات التنسيق الغني.

-[اقرأ دراسة الحالة](https://rea.tools/showcase/notion/)
+[اقرأ دراسة الحالة](https://rea.tools/ar/showcase/notion/)

 ### TH04: استعادة حساب حلقة المقذوفات في DOS

 افحص تعليمات اللعبة الأصلية على PC-98 ذات 16 بت، واستعد حساب الزوايا الثابتة والموجّهة نحو الهدف، وقارن شيفرة C++ المعاد بناؤها بمخرجات المترجم المستخدم آنذاك.

-[اقرأ دراسة الحالة](https://rea.tools/showcase/th04/) ·
+[اقرأ دراسة الحالة](https://rea.tools/ar/showcase/th04/) ·
 [مستودع إعادة البناء](https://github.com/N0zoM1z0/th04)

 إذا استخدمت REA لفحص هدف مثير للاهتمام، فنود الاطلاع عليه. شارك حالتك في [issue](https://github.com/morluto/rea/issues) أو [pull request](https://github.com/morluto/rea/pulls)، مع ذكر الهدف، وسؤالك، وكيف ساعدك REA، وما توصلت إليه.
@@ -245,7 +248,7 @@ npx rea-agents@latest setup

 ## التوثيق

-ابدأ بـ [الأدلة العملية](https://rea.tools/guides/) على الموقع. للخيارات الدقيقة والمتطلبات وعقود النتائج:
+ابدأ بـ [الأدلة العملية](https://rea.tools/ar/guides/) على الموقع. للخيارات الدقيقة والمتطلبات وعقود النتائج:

 - [التثبيت والإعداد](docs/installation.md): تسجيل الوكلاء، وتهيئة الموفّرين، والتحديثات، وإلغاء التثبيت.
 - [الجاهزية واستكشاف الأخطاء](docs/installation.md#check-readiness-for-your-task): تشخيص وكيل أو محرك تحليل محدد.
@@ -258,7 +261,7 @@ npx rea-agents@latest setup

 ## سجل النجوم

-🎉 **50,000 نجمة على GitHub — شكرًا لكم!**
+🎉 **90,000 نجمة على GitHub — شكرًا لكم!**

 شكرًا لكل من يستخدم REA، ويبلّغ عن الأخطاء، ويقترح ميزات، ويختبر إصدارات البناء، ويساهم بالإصلاحات.

@@ -1,6 +1,6 @@
 <div align="center">

-[English](README.md) · [简体中文](README_zh.md) · [繁體中文](README_zh-TW.md) · [日本語](README_ja.md) · [한국어](README_ko.md) · [Türkçe](README_tr.md) · [Русский](README_ru.md) · [Tiếng Việt](README_vi.md) · [ไทย](README_th.md) · **Deutsch** · [Español](README_es.md) · [Français](README_fr.md) · [Українська](README_uk.md) · [Polski](README_pl.md) · [Português (Brasil)](README_pt-BR.md) · [العربية](README_ar.md) · [فارسی](README_fa.md) · [Bahasa Indonesia](README_id.md)
+[English](README.md) · [简体中文](README_zh.md) · [繁體中文](README_zh-TW.md) · [日本語](README_ja.md) · [한국어](README_ko.md) · [Türkçe](README_tr.md) · [Русский](README_ru.md) · [Tiếng Việt](README_vi.md) · [ไทย](README_th.md) · **Deutsch** · [Español](README_es.md) · [Français](README_fr.md) · [Українська](README_uk.md) · [Polski](README_pl.md) · [Português (Brasil)](README_pt-BR.md) · [العربية](README_ar.md) · [فارسی](README_fa.md) · [Bahasa Indonesia](README_id.md) · [Italiano](README_it.md)

 # REA: Alles reverse-engineeren

@@ -18,7 +18,7 @@

 <a href="https://trendshift.io/repositories/82054?utm_source=repository-badge&amp;utm_medium=badge&amp;utm_campaign=badge-repository-82054" target="_blank" rel="noopener noreferrer"><img src="https://trendshift.io/api/badge/repositories/82054" alt="morluto%2Frea | Trendshift" width="250" height="55"/></a>

-**[Website](https://rea.tools/) · [Anleitungen](https://rea.tools/guides/) · [Fallstudien](https://rea.tools/showcase/)**
+**[Website](https://rea.tools/de/) · [Anleitungen](https://rea.tools/de/guides/) · [Fallstudien](https://rea.tools/de/showcase/)**

 [Schnellstart](#schnellstart) · [So funktioniert REA](#so-funktioniert-rea) · [Was du analysieren kannst](#was-du-analysieren-kannst) · [Fallstudien](#fallstudien) · [Häufige Fragen](#häufige-fragen) · [Dokumentation](#dokumentation)

@@ -54,7 +54,7 @@ REA verbindet deinen Agenten mit Werkzeugen zum Untersuchen nativer Binärdateie

 Die Einrichtung registriert REA bei deinem Agenten und installiert passende Workflow-Anweisungen. Für native Analysen kannst du eine vorhandene Hopper- oder Ghidra-Installation verwenden. Mit deiner Zustimmung kann die Einrichtung auch Hopper installieren. Statische JavaScript-Analysen benötigen keines der beiden Programme.

-> **[Besuche die REA-Website](https://rea.tools/)** für Einrichtungshinweise, bebilderte Anleitungen und echte Fallstudien.
+> **[Besuche die REA-Website](https://rea.tools/de/)** für Einrichtungshinweise, bebilderte Anleitungen und echte Fallstudien.

 ## Schnellstart

@@ -133,15 +133,18 @@ REA benötigt Node.js 22.x (>=22.19), 24.x (>=24.11) oder 26+ sowie npm. Zusätz

 | Ziel                                | Was REA zurückgibt                                                                                              | Voraussetzungen und Anleitung                                                                                                                 |
 | ----------------------------------- | --------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------- |
-| Native Binärdateien                 | Pseudocode, Assemblercode, Zeichenketten, Symbole, Aufrufe und Verweise                                         | Hopper, Ghidra oder IDA; [native Analyse](https://rea.tools/guides/native/)                                                                   |
+| Native Binärdateien                 | Pseudocode, Assemblercode, Zeichenketten, Symbole, Aufrufe und Verweise                                         | Hopper, Ghidra oder IDA; [native Analyse](https://rea.tools/de/guides/native/)                                                                |
 | Offline-ELF-Struktur                | Sektionen, Segmente, ursprüngliche Symbole/Relokationen und mögliche Schutzmaßnahmen aus statischer Analyse     | Vom Aufrufer bereitgestelltes pwntools unter Linux x64; [Binärdiagnostik](docs/binary-diagnostics.md)                                         |
-| EVM-Bytecode                        | Dispatch-Selektoren, Byte-Offsets, abgeleitete Argumente und Veränderbarkeit des Zustands                       | Lokale Eingabe mit Rohbytes oder Hexdarstellung; [Offline-EVM-Leitfaden](docs/evm-bytecode.md)                                                |
-| Aufgezeichnete Linux-Abstürze       | Unverarbeitete Note-Einträge, Register/Signale aller aufgezeichneten Threads und optionale Zuordnungskandidaten | Vom Aufrufer bereitgestelltes pwntools; optional GDB/pwndbg; [aufgezeichnete Abstürze](docs/recorded-crashes.md)                              |
-| JavaScript / Electron               | Module, Imports, Source Maps, Routen, IPC und Beziehungen zu nativen Add-ons                                    | Node.js und npm; [Anwendungsanalyse](https://rea.tools/guides/javascript/)                                                                    |
-| Websites                            | Seitenstruktur, Skripte, Netzwerkbeobachtungen und angeforderte Screenshots                                     | Ein Browser aus der Chrome-Familie; [Browseranalyse](https://rea.tools/guides/browser/)                                                       |
+| EVM-Bytecode                        | Dispatch-Selektoren, Byte-Offsets, abgeleitete Argumente und Veränderbarkeit des Zustands                       | Lokale Eingabe mit Rohbytes oder Hexdarstellung unter Linux x64; [Offline-EVM-Leitfaden](docs/evm-bytecode.md)                                |
+| Aufgezeichnete Linux-Abstürze       | Unverarbeitete Note-Einträge, Register/Signale aller aufgezeichneten Threads und optionale Zuordnungskandidaten | Vom Aufrufer bereitgestelltes pwntools unter Linux x64; optional GDB/pwndbg; [aufgezeichnete Abstürze](docs/recorded-crashes.md)              |
+| JavaScript / Electron               | Module, Imports, Source Maps, Routen, IPC und Beziehungen zu nativen Add-ons                                    | Node.js und npm; [Anwendungsanalyse](https://rea.tools/de/guides/javascript/)                                                                 |
+| Websites                            | Seitenstruktur, Skripte, Netzwerkbeobachtungen und angeforderte Screenshots                                     | Ein Browser aus der Chrome-Familie; [Browseranalyse](https://rea.tools/de/guides/browser/)                                                    |
 | Gespeicherte Netzwerkaufzeichnungen | Anfragen, Antworten, zugängliche Nutzdaten und Quellpositionen                                                  | HAR; mitmdump unter Linux für Aufzeichnungen im nativen mitmproxy-Format; [Leitfaden zu Netzwerkaufzeichnungen](docs/web-network-captures.md) |
 | .NET-Assemblies                     | Metadaten, CIL-Anweisungen, deklarierte native Abhängigkeiten und Build-Vergleiche                              | Statische Untersuchung; [Leitfaden für verwalteten Code](docs/managed-code-analysis.md)                                                       |
-| Android-APKs                        | Manifest-Deklarationen, Klassen, dekompilierte Methoden und Verweise                                            | JADX ohne grafische Oberfläche und ein vollständiges JDK unter Linux/macOS; [Android-Leitfaden](docs/android-analysis.md)                     |
+| Android-APKs                        | Manifest-Deklarationen, Klassen, dekompilierte Methoden und Verweise                                            | JADX ohne grafische Oberfläche und ein vollständiges JDK unter Linux/macOS/Windows x64; [Android-Leitfaden](docs/android-analysis.md)         |
+| Android-Geräte                      | Geräte, Pakete, Prozesse, Logs, Dumps, Bildschirmaufnahmen sowie APK- und Dateiübertragungen                    | Vom Aufrufer bereitgestelltes adb (Emulator oder Gerät); [ADB-Leitfaden](docs/adb-device-analysis.md)                                         |
+| JEB-Projekte                        | Engine-gestützte Projekteinheiten, Artefakt-Prüfsummen und Pseudokode von Typen/Methoden                        | Ein vom Aufrufer gestarteter JEB-Client mit MCP, ausgewählt über REA_JEB_MCP_URL; [JEB-Leitfaden](docs/jeb-analysis.md)                       |
+| Android-Ressourcen                  | Dekodiertes Manifest, String-Tabellen, Sprachen und Versionsfakten                                              | Vom Aufrufer bereitgestellter Apktool-Starter; [Ressourcen-Leitfaden](docs/apktool-resource-analysis.md)                                      |
 | Firmware                            | Bereiche, Extraktionsergebnisse und Übergaben an die native Analyse                                             | Binwalk / Unblob unter Linux; [Firmware-Leitfaden](docs/firmware-analysis.md)                                                                 |
 | Pakete und Ressourcen               | Dateiinventare, Hashwerte, plists, Aufbau von Apple-Bundles und extrahierte Ressourcen                          | [Artefakt- und JavaScript-Leitfaden](docs/javascript-artifact-reconstruction.md), [Apple-Anwendungen](docs/apple-application-analysis.md)     |
 | Prozessverhalten                    | Terminalausgabe, Interaktionen, Beobachtungen zu Prozessende und Dateisystem sowie Laufvergleiche               | Linux/macOS mit nativer PTY; [Prozessaufzeichnung](docs/process-capture.md)                                                                   |
@@ -154,25 +157,25 @@ Native Formate und unterstützte Hostsysteme unterscheiden sich je nach Provider

 ## Fallstudien

-[![Illustrationen der Fallstudien zu DX-Balls Klangbalance, Notions Zwischenablage-Brücke und TH04s Geschossring](docs/assets/rea-showcases.png)](https://rea.tools/showcase/)
+[![Illustrationen der Fallstudien zu DX-Balls Klangbalance, Notions Zwischenablage-Brücke und TH04s Geschossring](docs/assets/rea-showcases.png)](https://rea.tools/de/showcase/)

 ### DX-Ball: Eine Stereo-Panning-Berechnung rekonstruieren

 Verfolge einen Sound-Aufruf zur Hilfsfunktion, die Positionen in Panning-Werte umrechnet, untersuche die Anweisungen und überführe unvollständigen Pseudocode in C. Die Rekonstruktion besteht 3.205 Tests mit dem ursprünglichen x86-Code und reproduziert alle 63 Bytes der kompilierten Funktion.

-[Fallstudie lesen](https://rea.tools/showcase/dx-ball/) · [Rekonstruktionsrepository](https://github.com/N0zoM1z0/dx-ball)
+[Fallstudie lesen](https://rea.tools/de/showcase/dx-ball/) · [Rekonstruktionsrepository](https://github.com/N0zoM1z0/dx-ball)

 ### Notion: Die Electron-Zwischenablagebrücke verfolgen

 Finde die Zwischenablage-API des Renderers, verfolge sie über preload und IPC bis zum Hauptprozess und untersuche das Zwischenablageformat samt Formatierungsdaten.

-[Fallstudie lesen](https://rea.tools/showcase/notion/)
+[Fallstudie lesen](https://rea.tools/de/showcase/notion/)

 ### TH04: Eine DOS-Geschossring-Berechnung wiederherstellen

 Untersuche die 16-Bit-Anweisungen des ursprünglichen PC-98-Spiels, rekonstruiere die festen und zielgerichteten Winkelberechnungen und vergleiche das rekonstruierte C++ mit der Ausgabe des damaligen Compilers.

-[Fallstudie lesen](https://rea.tools/showcase/th04/) · [Rekonstruktionsrepository](https://github.com/N0zoM1z0/th04)
+[Fallstudie lesen](https://rea.tools/de/showcase/th04/) · [Rekonstruktionsrepository](https://github.com/N0zoM1z0/th04)

 Wenn du mit REA etwas Interessantes untersucht hast, würden wir es gern sehen. Teile deine Fallstudie in einem [Issue](https://github.com/morluto/rea/issues) oder [Pull Request](https://github.com/morluto/rea/pulls) und beschreibe das Ziel, deine Frage, wie REA geholfen hat und was du herausgefunden hast.

@@ -243,7 +246,7 @@ Wenn du einen Agenten verwendest, schließe die [Aktualisierung der Einrichtung]

 ## Dokumentation

-Beginne mit den [praxisnahen Anleitungen](https://rea.tools/guides/) auf der Website. Genaue Optionen, Voraussetzungen und Ergebniskontrakte findest du hier:
+Beginne mit den [praxisnahen Anleitungen](https://rea.tools/de/guides/) auf der Website. Genaue Optionen, Voraussetzungen und Ergebniskontrakte findest du hier:

 - [Installation und Einrichtung](docs/installation.md): Agentenregistrierung, Provider-Konfiguration, Updates und Deinstallation.
 - [Bereitschaft und Fehlerbehebung](docs/installation.md#check-readiness-for-your-task): Diagnose eines bestimmten Agenten oder einer Analyse-Engine.
@@ -256,7 +259,7 @@ Melde Sicherheitslücken gemäß [SECURITY.md](SECURITY.md).

 ## Sternverlauf

-🎉 **50.000 GitHub-Sterne – vielen Dank!**
+🎉 **90.000 GitHub-Sterne – vielen Dank!**

 Danke an alle, die REA nutzen, Fehler melden, Funktionswünsche äußern, Builds testen und Fehlerbehebungen beitragen.

@@ -1,6 +1,6 @@
 <div align="center">

-[English](README.md) · [简体中文](README_zh.md) · [繁體中文](README_zh-TW.md) · [日本語](README_ja.md) · [한국어](README_ko.md) · [Türkçe](README_tr.md) · [Русский](README_ru.md) · [Tiếng Việt](README_vi.md) · [ไทย](README_th.md) · [Deutsch](README_de.md) · **Español** · [Français](README_fr.md) · [Українська](README_uk.md) · [Polski](README_pl.md) · [Português (Brasil)](README_pt-BR.md) · [العربية](README_ar.md) · [فارسی](README_fa.md) · [Bahasa Indonesia](README_id.md)
+[English](README.md) · [简体中文](README_zh.md) · [繁體中文](README_zh-TW.md) · [日本語](README_ja.md) · [한국어](README_ko.md) · [Türkçe](README_tr.md) · [Русский](README_ru.md) · [Tiếng Việt](README_vi.md) · [ไทย](README_th.md) · [Deutsch](README_de.md) · **Español** · [Français](README_fr.md) · [Українська](README_uk.md) · [Polski](README_pl.md) · [Português (Brasil)](README_pt-BR.md) · [العربية](README_ar.md) · [فارسی](README_fa.md) · [Bahasa Indonesia](README_id.md) · [Italiano](README_it.md)

 # REA: Ingeniería inversa de cualquier cosa

@@ -18,7 +18,7 @@

 <a href="https://trendshift.io/repositories/82054?utm_source=repository-badge&amp;utm_medium=badge&amp;utm_campaign=badge-repository-82054" target="_blank" rel="noopener noreferrer"><img src="https://trendshift.io/api/badge/repositories/82054" alt="morluto%2Frea | Trendshift" width="250" height="55"/></a>

-**[Sitio web](https://rea.tools/) · [Guías](https://rea.tools/guides/) · [Casos prácticos](https://rea.tools/showcase/)**
+**[Sitio web](https://rea.tools/es/) · [Guías](https://rea.tools/es/guides/) · [Casos prácticos](https://rea.tools/es/showcase/)**

 [Inicio rápido](#inicio-rápido) · [Cómo funciona REA](#cómo-funciona-rea) · [Qué puedes analizar](#qué-puedes-analizar) · [Casos prácticos](#casos-prácticos) · [Preguntas frecuentes](#preguntas-frecuentes) · [Documentación](#documentación)

@@ -54,7 +54,7 @@ REA conecta tu agente con herramientas para inspeccionar binarios nativos, aplic

 La configuración registra REA en tu agente e instala las instrucciones de trabajo correspondientes. El análisis nativo puede usar una instalación existente de Hopper o Ghidra; la configuración también puede instalar Hopper, si lo autorizas. El análisis estático de JavaScript no necesita ninguno de los dos motores.

-> **[Visita el sitio web de REA](https://rea.tools/)** para encontrar instrucciones de configuración, guías ilustradas y casos reales.
+> **[Visita el sitio web de REA](https://rea.tools/es/)** para encontrar instrucciones de configuración, guías ilustradas y casos reales.

 ## Inicio rápido

@@ -133,15 +133,18 @@ REA requiere Node.js 22.x (>=22.19), 24.x (>=24.11) o 26+, además de npm. Las h

 | Objetivo                    | Qué devuelve REA                                                                                                               | Requisitos y guía                                                                                                                          |
 | --------------------------- | ------------------------------------------------------------------------------------------------------------------------------ | ------------------------------------------------------------------------------------------------------------------------------------------ |
-| Binarios nativos            | Pseudocódigo, ensamblador, cadenas, símbolos, llamadas y referencias                                                           | Hopper, Ghidra o IDA; [análisis nativo](https://rea.tools/guides/native/)                                                                  |
+| Binarios nativos            | Pseudocódigo, ensamblador, cadenas, símbolos, llamadas y referencias                                                           | Hopper, Ghidra o IDA; [análisis nativo](https://rea.tools/es/guides/native/)                                                               |
 | Estructura ELF sin ejecutar | Secciones, segmentos, símbolos/reubicaciones originales y posibles medidas de mitigación detectadas mediante análisis estático | pwntools proporcionado por quien llama, en Linux x64; [diagnóstico de binarios](docs/binary-diagnostics.md)                                |
-| Bytecode EVM                | Selectores de despacho, desplazamientos en bytes, argumentos inferidos y mutabilidad                                           | Entrada local con bytes sin procesar o representación hexadecimal; [guía de EVM sin ejecutar](docs/evm-bytecode.md)                        |
-| Fallos de Linux registrados | Registros note sin procesar, registros/señales de cada hilo registrado y posibles correspondencias de memoria opcionales       | pwntools proporcionado por quien llama; GDB/pwndbg opcionales; [fallos registrados](docs/recorded-crashes.md)                              |
-| JavaScript / Electron       | Módulos, importaciones, mapas de código fuente, rutas, IPC y relaciones con complementos nativos                               | Node.js y npm; [análisis de aplicaciones](https://rea.tools/guides/javascript/)                                                            |
-| Sitios web                  | Estructura de la página, scripts, observaciones de red y capturas de pantalla solicitadas                                      | Un navegador de la familia Chrome; [análisis del navegador](https://rea.tools/guides/browser/)                                             |
+| Bytecode EVM                | Selectores de despacho, desplazamientos en bytes, argumentos inferidos y mutabilidad                                           | Entrada local con bytes sin procesar o representación hexadecimal, en Linux x64; [guía de EVM sin ejecutar](docs/evm-bytecode.md)          |
+| Fallos de Linux registrados | Registros note sin procesar, registros/señales de cada hilo registrado y posibles correspondencias de memoria opcionales       | pwntools proporcionado por quien llama, en Linux x64; GDB/pwndbg opcionales; [fallos registrados](docs/recorded-crashes.md)                |
+| JavaScript / Electron       | Módulos, importaciones, mapas de código fuente, rutas, IPC y relaciones con complementos nativos                               | Node.js y npm; [análisis de aplicaciones](https://rea.tools/es/guides/javascript/)                                                         |
+| Sitios web                  | Estructura de la página, scripts, observaciones de red y capturas de pantalla solicitadas                                      | Un navegador de la familia Chrome; [análisis del navegador](https://rea.tools/es/guides/browser/)                                          |
 | Capturas de red guardadas   | Solicitudes, respuestas, contenido accesible de las cargas útiles y ubicaciones de origen                                      | HAR; mitmdump en Linux para capturas en formato nativo de mitmproxy; [guía de capturas](docs/web-network-captures.md)                      |
 | Ensamblados .NET            | Metadatos, instrucciones CIL, dependencias nativas declaradas y comparaciones de compilaciones                                 | Inspección estática; [guía de código administrado](docs/managed-code-analysis.md)                                                          |
-| APK de Android              | Declaraciones del manifiesto, clases, métodos descompilados y referencias                                                      | JADX sin interfaz gráfica y un JDK completo en Linux/macOS; [guía de Android](docs/android-analysis.md)                                    |
+| APK de Android              | Declaraciones del manifiesto, clases, métodos descompilados y referencias                                                      | JADX sin interfaz gráfica y un JDK completo en Linux/macOS/Windows x64; [guía de Android](docs/android-analysis.md)                        |
+| Dispositivos Android        | Dispositivos, paquetes, procesos, registros, volcados, capturas de pantalla y transferencias de APK/archivos                   | adb suministrado por el autor de la llamada (emulador o dispositivo); [guía de ADB](docs/adb-device-analysis.md)                           |
+| Proyectos JEB               | Unidades de proyecto del motor, resúmenes de artefactos y pseudocódigo de tipos/métodos                                        | Un cliente JEB iniciado por el autor de la llamada que sirve MCP, seleccionado con REA_JEB_MCP_URL; [guía de JEB](docs/jeb-analysis.md)    |
+| Recursos de Android         | Manifiesto decodificado, tablas de cadenas, idiomas y datos de versión                                                         | Lanzador de Apktool suministrado por el autor de la llamada; [guía de recursos](docs/apktool-resource-analysis.md)                         |
 | Firmware                    | Regiones, resultados de extracción y derivaciones al análisis nativo                                                           | Binwalk / Unblob en Linux; [guía de firmware](docs/firmware-analysis.md)                                                                   |
 | Paquetes y recursos         | Inventarios de archivos, resúmenes criptográficos, plists, estructura de paquetes de Apple y recursos extraídos                | [Guía de artefactos y JavaScript](docs/javascript-artifact-reconstruction.md), [aplicaciones de Apple](docs/apple-application-analysis.md) |
 | Comportamiento de procesos  | Salida de la terminal, interacciones, observaciones de salida y del sistema de archivos, y comparaciones entre ejecuciones     | Linux/macOS con una PTY nativa; [captura de procesos](docs/process-capture.md)                                                             |
@@ -154,25 +157,25 @@ Los formatos nativos y los sistemas anfitriones compatibles varían según el pr

 ## Casos prácticos

-[![Ilustraciones de los casos de panoramización de sonido de DX-Ball, el puente del portapapeles de Notion y el anillo de proyectiles de TH04](docs/assets/rea-showcases.png)](https://rea.tools/showcase/)
+[![Ilustraciones de los casos de panoramización de sonido de DX-Ball, el puente del portapapeles de Notion y el anillo de proyectiles de TH04](docs/assets/rea-showcases.png)](https://rea.tools/es/showcase/)

 ### DX-Ball: reconstruir un cálculo de panoramización de sonido

 Sigue una llamada de sonido hasta la función auxiliar que convierte la posición en panoramización, inspecciona las instrucciones y transforma el pseudocódigo incompleto en C. La reconstrucción supera 3.205 casos con el x86 original y reproduce los 63 bytes de la función compilada.

-[Lee el caso práctico](https://rea.tools/showcase/dx-ball/) · [Repositorio de reconstrucción](https://github.com/N0zoM1z0/dx-ball)
+[Lee el caso práctico](https://rea.tools/es/showcase/dx-ball/) · [Repositorio de reconstrucción](https://github.com/N0zoM1z0/dx-ball)

 ### Notion: seguir el puente del portapapeles de Electron

 Encuentra la API del portapapeles del proceso de renderizado, síguela a través de preload e IPC hasta el proceso principal e inspecciona el formato enriquecido del portapapeles.

-[Lee el caso práctico](https://rea.tools/showcase/notion/)
+[Lee el caso práctico](https://rea.tools/es/showcase/notion/)

 ### TH04: recuperar el cálculo de un anillo de proyectiles en DOS

 Inspecciona las instrucciones de 16 bits del juego original para PC-98, recupera los cálculos de ángulos fijos y dirigidos, y compara el C++ reconstruido con la salida del compilador de la época.

-[Lee el caso práctico](https://rea.tools/showcase/th04/) · [Repositorio de reconstrucción](https://github.com/N0zoM1z0/th04)
+[Lee el caso práctico](https://rea.tools/es/showcase/th04/) · [Repositorio de reconstrucción](https://github.com/N0zoM1z0/th04)

 Si has usado REA para investigar algo interesante, nos gustaría verlo. Comparte tu caso en una [issue](https://github.com/morluto/rea/issues) o una [pull request](https://github.com/morluto/rea/pulls), incluyendo el objetivo, tu pregunta, cómo te ayudó REA y qué encontraste.

@@ -243,7 +246,7 @@ Si usas un agente, completa la [actualización de la configuración](#actualiza-

 ## Documentación

-Empieza con las [guías prácticas](https://rea.tools/guides/) del sitio web. Para opciones exactas, requisitos y contratos de resultados:
+Empieza con las [guías prácticas](https://rea.tools/es/guides/) del sitio web. Para opciones exactas, requisitos y contratos de resultados:

 - [Instalación y configuración](docs/installation.md): registro de agentes, configuración de proveedores, actualizaciones y desinstalación.
 - [Preparación y resolución de problemas](docs/installation.md#check-readiness-for-your-task): diagnóstico de un agente o motor de análisis concreto.
@@ -256,7 +259,7 @@ Informa de vulnerabilidades siguiendo [SECURITY.md](SECURITY.md).

 ## Historial de estrellas

-🎉 **50.000 estrellas en GitHub: ¡gracias!**
+🎉 **90.000 estrellas en GitHub: ¡gracias!**

 Gracias a quienes usan REA, informan de errores, solicitan funciones, prueban compilaciones y contribuyen con correcciones.

@@ -1,6 +1,6 @@
 <div align="center" dir="rtl">

-[English](README.md) · [简体中文](README_zh.md) · [繁體中文](README_zh-TW.md) · [日本語](README_ja.md) · [한국어](README_ko.md) · [Türkçe](README_tr.md) · [Русский](README_ru.md) · [Tiếng Việt](README_vi.md) · [ไทย](README_th.md) · [Deutsch](README_de.md) · [Español](README_es.md) · [Français](README_fr.md) · [Українська](README_uk.md) · [Polski](README_pl.md) · [Português (Brasil)](README_pt-BR.md) · [العربية](README_ar.md) · **فارسی** · [Bahasa Indonesia](README_id.md)
+[English](README.md) · [简体中文](README_zh.md) · [繁體中文](README_zh-TW.md) · [日本語](README_ja.md) · [한국어](README_ko.md) · [Türkçe](README_tr.md) · [Русский](README_ru.md) · [Tiếng Việt](README_vi.md) · [ไทย](README_th.md) · [Deutsch](README_de.md) · [Español](README_es.md) · [Français](README_fr.md) · [Українська](README_uk.md) · [Polski](README_pl.md) · [Português (Brasil)](README_pt-BR.md) · [العربية](README_ar.md) · **فارسی** · [Bahasa Indonesia](README_id.md) · [Italiano](README_it.md)

 # REA: مهندسی معکوس هر چیزی

@@ -18,7 +18,7 @@

 <a href="https://trendshift.io/repositories/82054?utm_source=repository-badge&amp;utm_medium=badge&amp;utm_campaign=badge-repository-82054" target="_blank" rel="noopener noreferrer"><img src="https://trendshift.io/api/badge/repositories/82054" alt="morluto%2Frea | Trendshift" width="250" height="55" /></a>

-**[وب‌سایت](https://rea.tools/) · [راهنماها](https://rea.tools/guides/) · [نمونه‌های عملی](https://rea.tools/showcase/)**
+**[وب‌سایت](https://rea.tools/fa/) · [راهنماها](https://rea.tools/fa/guides/) · [نمونه‌های عملی](https://rea.tools/fa/showcase/)**

 [شروع سریع](#شروع-سریع) · [REA چگونه کار می‌کند؟](#rea-چگونه-کار-میکند) · [چه چیزهایی را میتوان تحلیل کرد؟](#چه-چیزهایی-را-میتوان-تحلیل-کرد) · [نمونه‌های عملی](#نمونههای-عملی) · [پرسش‌های متداول](#پرسشهای-متداول) · [مستندات](#مستندات)

@@ -46,7 +46,7 @@ REA ایجنت شما را به ابزارهایی برای بررسی باین

 فرایند راه‌اندازی، REA را در ایجنت شما ثبت می‌کند و دستورالعمل‌های گردش‌کار متناظر را نصب می‌کند. تحلیل بومی می‌تواند از نصب موجود Hopper یا Ghidra استفاده کند؛ همچنین راه‌اندازی می‌تواند با تأیید شما Hopper را به‌صورت اختیاری نصب کند. تحلیل ایستای JavaScript به هیچ‌یک از این موتورهای تحلیل نیاز ندارد.

-> برای دستورالعمل‌های راه‌اندازی، راهنماهای تصویری و مطالعات موردی واقعی، **[به وب‌سایت REA مراجعه کنید](https://rea.tools/)**.
+> برای دستورالعمل‌های راه‌اندازی، راهنماهای تصویری و مطالعات موردی واقعی، **[به وب‌سایت REA مراجعه کنید](https://rea.tools/fa/)**.

 ## شروع سریع

@@ -123,20 +123,23 @@ npx rea-agents@latest setup

 REA به Node.js 22.x (>=22.19)، 24.x (>=24.11) یا 26+، به‌همراه npm نیاز دارد. ابزارهای اضافی و پشتیبانی سیستم میزبان به نوع هدف بستگی دارند:

-| هدف                   | خروجی REA                                                                           | پیش‌نیازها و راهنما                                                                                                              |
-| --------------------- | ----------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------- |
-| باینری‌های بومی        | شبه‌کد، اسمبلی، رشته‌ها، نمادها، فراخوانی‌ها و ارجاعات                                 | Hopper، Ghidra یا IDA؛ [تحلیل بومی](https://rea.tools/guides/native/)                                                           |
-| ساختار ELF آفلاین      | بخش‌ها، سگمنت‌ها، نمادها و relocationهای اصلی و گزینه‌های احتمالی کاهش آسیب‌پذیری ایستا | pwntools تأمین‌شده توسط فراخواننده روی Linux x64؛ [تشخیص باینری](docs/binary-diagnostics.md)                                     |
-| بایت‌کد EVM            | selectorهای dispatch، offsetهای بایتی، آرگومان‌های استنباط‌شده و قابلیت تغییر وضعیت   | دادهٔ خام/hex محلی؛ [راهنمای EVM آفلاین](docs/evm-bytecode.md)                                                                    |
-| کرش‌های ثبت‌شدهٔ لینوکس  | یادداشت‌های خام، رجیسترها/سیگنال‌های تمام threadهای ثبت‌شده و گزینه‌های احتمالی نگاشت   | pwntools تأمین‌شده توسط فراخواننده؛ GDB/pwndbg اختیاری؛ [کرش‌های ثبت‌شده](docs/recorded-crashes.md)                                |
-| JavaScript / Electron | ماژول‌ها، importها، source mapها، مسیرها، IPC و ارتباط افزونه‌های بومی                | Node.js و npm؛ [تحلیل برنامه](https://rea.tools/guides/javascript/)                                                             |
-| وب‌سایت‌ها              | ساختار صفحه، اسکریپت‌ها، مشاهدات شبکه و اسکرین‌شات‌های درخواستی                        | مرورگر مبتنی بر Chrome؛ [تحلیل مرورگر](https://rea.tools/guides/browser/)                                                       |
-| داده‌های ضبط‌شدهٔ شبکه   | درخواست‌ها، پاسخ‌ها، payloadهای آشکارشده و مکان آن‌ها در منبع                          | HAR؛ ابزار mitmdump در لینوکس برای ضبط‌های بومی mitmproxy؛ [راهنمای ضبط شبکه](docs/web-network-captures.md)                      |
-| اسمبلی‌های .NET        | فراداده، دستورالعمل‌های CIL، وابستگی‌های بومی اعلام‌شده و مقایسهٔ buildها                | بررسی ایستا؛ [راهنمای کد مدیریت‌شده](docs/managed-code-analysis.md)                                                              |
-| فایل‌های APK اندروید   | تعاریف Manifest، کلاس‌ها، متدهای دیکامپایل‌شده و ارجاعات                               | JADX بدون رابط گرافیکی و JDK کامل در Linux/macOS؛ [راهنمای اندروید](docs/android-analysis.md)                                   |
-| Firmware              | ناحیه‌ها، نتایج استخراج و تحویل به ابزارهای تحلیل بومی                               | Binwalk / Unblob در لینوکس؛ [راهنمای Firmware](docs/firmware-analysis.md)                                                       |
-| بسته‌ها و منابع        | فهرست فایل‌ها، digestها، فایل‌های plist، ساختار bundle اپل و منابع استخراج‌شده         | [راهنمای آرتیفکت و JavaScript](docs/javascript-artifact-reconstruction.md)، [برنامه‌های اپل](docs/apple-application-analysis.md) |
-| رفتار فرایند          | خروجی ترمینال، تعاملات، وضعیت خروج، مشاهدات سیستم فایل و مقایسهٔ اجراها               | Linux/macOS با PTY بومی؛ [ضبط فرایند](docs/process-capture.md)                                                                  |
+| هدف                   | خروجی REA                                                                           | پیش‌نیازها و راهنما                                                                                                                  |
+| --------------------- | ----------------------------------------------------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------- |
+| باینری‌های بومی        | شبه‌کد، اسمبلی، رشته‌ها، نمادها، فراخوانی‌ها و ارجاعات                                 | Hopper، Ghidra یا IDA؛ [تحلیل بومی](https://rea.tools/fa/guides/native/)                                                            |
+| ساختار ELF آفلاین      | بخش‌ها، سگمنت‌ها، نمادها و relocationهای اصلی و گزینه‌های احتمالی کاهش آسیب‌پذیری ایستا | pwntools تأمین‌شده توسط فراخواننده روی Linux x64؛ [تشخیص باینری](docs/binary-diagnostics.md)                                         |
+| بایت‌کد EVM            | selectorهای dispatch، offsetهای بایتی، آرگومان‌های استنباط‌شده و قابلیت تغییر وضعیت   | دادهٔ خام/hex محلی روی Linux x64؛ [راهنمای EVM آفلاین](docs/evm-bytecode.md)                                                          |
+| کرش‌های ثبت‌شدهٔ لینوکس  | یادداشت‌های خام، رجیسترها/سیگنال‌های تمام threadهای ثبت‌شده و گزینه‌های احتمالی نگاشت   | pwntools تأمین‌شده توسط فراخواننده روی Linux x64؛ GDB/pwndbg اختیاری؛ [کرش‌های ثبت‌شده](docs/recorded-crashes.md)                      |
+| JavaScript / Electron | ماژول‌ها، importها، source mapها، مسیرها، IPC و ارتباط افزونه‌های بومی                | Node.js و npm؛ [تحلیل برنامه](https://rea.tools/fa/guides/javascript/)                                                              |
+| وب‌سایت‌ها              | ساختار صفحه، اسکریپت‌ها، مشاهدات شبکه و اسکرین‌شات‌های درخواستی                        | مرورگر مبتنی بر Chrome؛ [تحلیل مرورگر](https://rea.tools/fa/guides/browser/)                                                        |
+| داده‌های ضبط‌شدهٔ شبکه   | درخواست‌ها، پاسخ‌ها، payloadهای آشکارشده و مکان آن‌ها در منبع                          | HAR؛ ابزار mitmdump در لینوکس برای ضبط‌های بومی mitmproxy؛ [راهنمای ضبط شبکه](docs/web-network-captures.md)                          |
+| اسمبلی‌های .NET        | فراداده، دستورالعمل‌های CIL، وابستگی‌های بومی اعلام‌شده و مقایسهٔ buildها                | بررسی ایستا؛ [راهنمای کد مدیریت‌شده](docs/managed-code-analysis.md)                                                                  |
+| فایل‌های APK اندروید   | تعاریف Manifest، کلاس‌ها، متدهای دیکامپایل‌شده و ارجاعات                               | JADX بدون رابط گرافیکی و JDK کامل در Linux/macOS/Windows x64؛ [راهنمای اندروید](docs/android-analysis.md)                           |
+| دستگاه‌های اندروید     | دستگاه‌ها، بسته‌ها، فرایندها، لاگ‌ها، دامپ‌ها، اسکرین‌شات‌ها و انتقال APK/فایل             | adb تأمین‌شده توسط فراخوان‌کننده (شبیه‌ساز یا دستگاه)؛ [راهنمای ADB](docs/adb-device-analysis.md)                                      |
+| پروژه‌های JEB          | واحدهای پروژه از موتور، هش‌های مصنوع و شبه‌کدِ نوع/متد                                 | یک کلاینت JEB که توسط فراخوان‌کننده اجرا شده و MCP ارائه می‌دهد و با REA_JEB_MCP_URL انتخاب می‌شود؛ [راهنمای JEB](docs/jeb-analysis.md) |
+| منابع اندروید         | مانیفست رمزگشایی‌شده، جداول رشته‌ها، زبان‌ها و اطلاعات نسخه                             | راه‌انداز Apktool تأمین‌شده توسط فراخوان‌کننده؛ [راهنمای منابع](docs/apktool-resource-analysis.md)                                     |
+| Firmware              | ناحیه‌ها، نتایج استخراج و تحویل به ابزارهای تحلیل بومی                               | Binwalk / Unblob در لینوکس؛ [راهنمای Firmware](docs/firmware-analysis.md)                                                           |
+| بسته‌ها و منابع        | فهرست فایل‌ها، digestها، فایل‌های plist، ساختار bundle اپل و منابع استخراج‌شده         | [راهنمای آرتیفکت و JavaScript](docs/javascript-artifact-reconstruction.md)، [برنامه‌های اپل](docs/apple-application-analysis.md)     |
+| رفتار فرایند          | خروجی ترمینال، تعاملات، وضعیت خروج، مشاهدات سیستم فایل و مقایسهٔ اجراها               | Linux/macOS با PTY بومی؛ [ضبط فرایند](docs/process-capture.md)                                                                      |

 بررسی ایستای JavaScript و .NET فایل‌های ارائه‌شده را بدون اجرای برنامه می‌خواند. ضبط زمان اجرا، هدف انتخاب‌شده را با مجوزهای کاربری شما اجرا می‌کند یا با آن تعامل دارد؛ آثار این عملیات در راهنمای مربوط به هر نوع ضبط توضیح داده شده‌اند.

@@ -146,25 +149,25 @@ REA به Node.js 22.x (>=22.19)، 24.x (>=24.11) یا 26+، به‌همراه np

 ## نمونه‌های عملی

-[![تصویرهایی از نمونه‌های پنینگ صدای DX-Ball، پل کلیپ‌بورد Notion و حلقهٔ گلوله‌های TH04](docs/assets/rea-showcases.png)](https://rea.tools/showcase/)
+[![تصویرهایی از نمونه‌های پنینگ صدای DX-Ball، پل کلیپ‌بورد Notion و حلقهٔ گلوله‌های TH04](docs/assets/rea-showcases.png)](https://rea.tools/fa/showcase/)

 ### DX-Ball: بازسازی محاسبهٔ موقعیت استریوی صدا

 یک فراخوانی صوتی را تا تابع کمکی تبدیل موقعیت به pan دنبال کنید، دستورالعمل‌ها را بررسی کنید و شبه‌کد ناقص را به C تبدیل کنید. بازسازی حاصل، هر ۳٬۲۰۵ مورد آزمایش x86 اصلی را با موفقیت پشت سر می‌گذارد و هر ۶۳ بایت تابع کامپایل‌شده را دقیقاً بازتولید می‌کند.

-[مطالعهٔ موردی](https://rea.tools/showcase/dx-ball/) · [مخزن بازسازی](https://github.com/N0zoM1z0/dx-ball)
+[مطالعهٔ موردی](https://rea.tools/fa/showcase/dx-ball/) · [مخزن بازسازی](https://github.com/N0zoM1z0/dx-ball)

 ### Notion: ردیابی پل کلیپ‌بورد Electron

 API کلیپ‌بورد در renderer را پیدا کنید، مسیر آن را از preload و IPC تا فرایند اصلی دنبال کنید و قالب غنی کلیپ‌بورد را بررسی کنید.

-[مطالعهٔ موردی](https://rea.tools/showcase/notion/)
+[مطالعهٔ موردی](https://rea.tools/fa/showcase/notion/)

 ### TH04: بازیابی محاسبهٔ حلقهٔ گلوله در DOS

 دستورالعمل‌های ۱۶بیتی بازی اصلی PC-98 را بررسی کنید، محاسبات زاویهٔ ثابت و هدف‌گیری‌شده را بازیابی کنید و کد C++ بازسازی‌شده را با خروجی کامپایلر تاریخی مقایسه کنید.

-[مطالعهٔ موردی](https://rea.tools/showcase/th04/) · [مخزن بازسازی](https://github.com/N0zoM1z0/th04)
+[مطالعهٔ موردی](https://rea.tools/fa/showcase/th04/) · [مخزن بازسازی](https://github.com/N0zoM1z0/th04)

 اگر از REA برای بررسی موضوع جالبی استفاده کرده‌اید، خوشحال می‌شویم آن را به اشتراک بگذارید. یک [issue](https://github.com/morluto/rea/issues) یا [pull request](https://github.com/morluto/rea/pulls) ثبت کنید و هدف، پرسش خود، نقش REA و یافته‌هایتان را توضیح دهید.

@@ -228,7 +231,7 @@ npx rea-agents@latest setup

 ## مستندات

-از [راهنماهای عملی وب‌سایت](https://rea.tools/guides/) شروع کنید. برای گزینه‌های دقیق، پیش‌نیازها و قراردادهای خروجی:
+از [راهنماهای عملی وب‌سایت](https://rea.tools/fa/guides/) شروع کنید. برای گزینه‌های دقیق، پیش‌نیازها و قراردادهای خروجی:

 - [نصب و راه‌اندازی](docs/installation.md): ثبت ایجنت، پیکربندی ارائه‌دهنده، به‌روزرسانی و حذف نصب.
 - [آمادگی و رفع اشکال](docs/installation.md#check-readiness-for-your-task): عیب‌یابی یک ایجنت یا موتور تحلیل.
@@ -241,7 +244,7 @@ npx rea-agents@latest setup

 ## تاریخچهٔ ستاره‌ها

-🎉 **۵۰٬۰۰۰ ستارهٔ GitHub — سپاسگزاریم!**
+🎉 **۹۰٬۰۰۰ ستارهٔ GitHub — سپاسگزاریم!**

 از همهٔ کسانی که از REA استفاده می‌کنند، خطاها را گزارش می‌دهند، قابلیت‌های جدید پیشنهاد می‌کنند، buildها را آزمایش می‌کنند و در بهبود پروژه مشارکت دارند سپاسگزاریم.

@@ -1,6 +1,6 @@
 <div align="center">

-[English](README.md) · [简体中文](README_zh.md) · [繁體中文](README_zh-TW.md) · [日本語](README_ja.md) · [한국어](README_ko.md) · [Türkçe](README_tr.md) · [Русский](README_ru.md) · [Tiếng Việt](README_vi.md) · [ไทย](README_th.md) · [Deutsch](README_de.md) · [Español](README_es.md) · **Français** · [Українська](README_uk.md) · [Polski](README_pl.md) · [Português (Brasil)](README_pt-BR.md) · [العربية](README_ar.md) · [فارسی](README_fa.md) · [Bahasa Indonesia](README_id.md)
+[English](README.md) · [简体中文](README_zh.md) · [繁體中文](README_zh-TW.md) · [日本語](README_ja.md) · [한국어](README_ko.md) · [Türkçe](README_tr.md) · [Русский](README_ru.md) · [Tiếng Việt](README_vi.md) · [ไทย](README_th.md) · [Deutsch](README_de.md) · [Español](README_es.md) · **Français** · [Українська](README_uk.md) · [Polski](README_pl.md) · [Português (Brasil)](README_pt-BR.md) · [العربية](README_ar.md) · [فارسی](README_fa.md) · [Bahasa Indonesia](README_id.md) · [Italiano](README_it.md)

 # REA : rétro-ingénierie de tout

@@ -18,7 +18,7 @@

 <a href="https://trendshift.io/repositories/82054?utm_source=repository-badge&amp;utm_medium=badge&amp;utm_campaign=badge-repository-82054" target="_blank" rel="noopener noreferrer"><img src="https://trendshift.io/api/badge/repositories/82054" alt="morluto%2Frea | Trendshift" width="250" height="55"/></a>

-**[Site web](https://rea.tools/) · [Guides](https://rea.tools/guides/) · [Études de cas](https://rea.tools/showcase/)**
+**[Site web](https://rea.tools/fr/) · [Guides](https://rea.tools/fr/guides/) · [Études de cas](https://rea.tools/fr/showcase/)**

 [Démarrage rapide](#démarrage-rapide) · [Comment fonctionne REA](#comment-fonctionne-rea) · [Ce que vous pouvez analyser](#ce-que-vous-pouvez-analyser) · [Études de cas](#études-de-cas) · [Questions fréquentes](#questions-fréquentes) · [Documentation](#documentation)

@@ -52,9 +52,9 @@ Vous avez repéré dans une application une fonctionnalité que vous aimeriez av

 REA connecte votre agent à des outils d'inspection de binaires natifs, d'applications JavaScript et Electron, d'assemblys .NET et de sites web. Les mêmes outils sont aussi disponibles depuis votre terminal. L'analyse s'exécute localement, et chaque conclusion s'accompagne des preuves et des limites sur lesquelles elle repose.

-Setup enregistre REA auprès de votre agent et installe les instructions de workflow correspondantes. L'analyse native peut utiliser une installation existante de Hopper ou de Ghidra ; Setup peut aussi installer Hopper après votre accord. L'analyse statique JavaScript ne nécessite aucun de ces moteurs.
+Setup enregistre REA auprès de votre agent et installe les instructions de workflow correspondantes. L'analyse native peut utiliser une installation existante de Hopper, de Ghidra ou d'IDA ; Setup peut aussi installer Hopper après votre accord. L'analyse statique JavaScript ne nécessite aucun moteur d'analyse natif.

-> **[Visitez le site web de REA](https://rea.tools/)** pour les instructions d'installation, des guides illustrés et des études de cas réelles.
+> **[Visitez le site web de REA](https://rea.tools/fr/)** pour les instructions d'installation, des guides illustrés et des études de cas réelles.

 ## Démarrage rapide

@@ -102,12 +102,14 @@ Pour l'analyse native, configurez d'abord un fournisseur. Consultez le [guide CL

 REA évolue rapidement, et les nouvelles versions apportent fréquemment des corrections de bugs. Maintenez votre installation à jour.

-Pour une CLI installée avec npm :
+Pour une CLI installée avec `npm install --global` ou `bun add --global` :

 ```bash
 rea update
 ```

+Les mises à jour globales avec Bun nécessitent Bun 1.2.17 ou une version ultérieure. Avec une version plus ancienne de Bun, mettez à jour Bun manuellement avant d'exécuter `rea update`.
+
 Pour actualiser les enregistrements de vos agents et le skill, exécutez la commande setup affichée par la mise à jour.

 Si vous utilisez `npx`, mettez à jour la configuration de votre agent avec :
@@ -116,7 +118,7 @@ Si vous utilisez `npx`, mettez à jour la configuration de votre agent avec :
 npx rea-agents@latest setup
 ```

-Vérifiez les modifications proposées par Setup et redémarrez votre agent. Pour des commandes CLI ponctuelles, utilisez `npx rea-agents@latest` suivi de la commande.
+Vérifiez les modifications proposées par Setup et redémarrez votre agent. Pour des commandes CLI ponctuelles, utilisez `npx rea-agents@latest` suivi de la commande. Avec Bun, utilisez `bunx rea-agents@latest` à la place de `npx rea-agents@latest`.

 ## Comment fonctionne REA

@@ -134,15 +136,19 @@ REA nécessite Node.js 22.x (>=22.19), 24.x (>=24.11) ou 26+, ainsi que npm. Les

 | Cible                        | Ce que REA renvoie                                                                                          | Prérequis et guide                                                                                                                    |
 | ---------------------------- | ----------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------- |
-| Binaires natifs              | Pseudo-code, assembleur, chaînes, symboles, appels et références                                            | Hopper, Ghidra ou IDA ; [analyse native](https://rea.tools/guides/native/)                                                            |
+| Binaires natifs              | Pseudo-code, assembleur, chaînes, symboles, appels et références                                            | Hopper, Ghidra ou IDA ; [analyse native](https://rea.tools/fr/guides/native/)                                                         |
 | Structure ELF hors ligne     | Sections, segments, symboles et relocations d'origine, et protections statiques candidates                  | pwntools fourni par l'utilisateur sous Linux x64 ; [diagnostics binaires](docs/binary-diagnostics.md)                                 |
-| Bytecode EVM                 | Sélecteurs de dispatch, offsets en octets, arguments inférés et mutabilité                                  | Fichier local brut ou hexadécimal ; [guide EVM hors ligne](docs/evm-bytecode.md)                                                      |
-| Crashs Linux enregistrés     | Notes brutes, registres et signaux de chaque thread enregistré, et correspondances de mappings facultatives | pwntools fourni par l'utilisateur ; GDB/pwndbg en option ; [crashs enregistrés](docs/recorded-crashes.md)                             |
-| JavaScript / Electron        | Modules, imports, source maps, routes, IPC et relations avec les modules natifs                             | Node.js et npm ; [analyse d'applications](https://rea.tools/guides/javascript/)                                                       |
-| Sites web                    | Structure des pages, scripts, observations réseau et captures d'écran demandées                             | Un navigateur de la famille Chrome ; [analyse du navigateur](https://rea.tools/guides/browser/)                                       |
+| Artefact WASM                | Validation, sections, formes WAT exactes d'import/export et WAT décodé                                      | WABT 1.0.42 fourni par l'utilisateur ; `inspect_wasm_artifact`                                                                        |
+| Bytecode EVM                 | Sélecteurs de dispatch, offsets en octets, arguments inférés et mutabilité                                  | Fichier local brut ou hexadécimal sous Linux x64 ; [guide EVM hors ligne](docs/evm-bytecode.md)                                       |
+| Crashs Linux enregistrés     | Notes brutes, registres et signaux de chaque thread enregistré, et correspondances de mappings facultatives | pwntools fourni par l'utilisateur sous Linux x64 ; GDB/pwndbg en option ; [crashs enregistrés](docs/recorded-crashes.md)              |
+| JavaScript / Electron        | Modules, imports, source maps, routes, IPC et relations avec les modules natifs                             | Node.js et npm ; [analyse d'applications](https://rea.tools/fr/guides/javascript/)                                                    |
+| Sites web                    | Structure des pages, scripts, observations réseau et captures d'écran demandées                             | Un navigateur de la famille Chrome ; [analyse du navigateur](https://rea.tools/fr/guides/browser/)                                    |
 | Captures réseau enregistrées | Requêtes, réponses, payloads exposés et emplacements dans le code source                                    | HAR ; mitmdump sous Linux pour les captures mitmproxy natives ; [guide des captures](docs/web-network-captures.md)                    |
 | Assemblys .NET               | Métadonnées, instructions CIL, dépendances natives déclarées et comparaisons de builds                      | Inspection statique ; [guide du code managé](docs/managed-code-analysis.md)                                                           |
-| APK Android                  | Déclarations du manifeste, classes, méthodes décompilées et références                                      | JADX headless et un JDK complet sous Linux/macOS ; [guide Android](docs/android-analysis.md)                                          |
+| APK Android                  | Déclarations du manifeste, classes, méthodes décompilées et références                                      | JADX headless et un JDK complet sous Linux/macOS/Windows x64 ; [guide Android](docs/android-analysis.md)                              |
+| Appareils Android            | Appareils, paquets, processus, journaux, dumps, captures d'écran et transferts d'APK/fichiers               | adb fourni par l'appelant (émulateur ou appareil) ; [guide ADB](docs/adb-device-analysis.md)                                          |
+| Projets JEB                  | Unités de projet fournies par le moteur, condensés d'artefacts et pseudo-code de types/méthodes             | Un client JEB démarré par l'appelant servant MCP, sélectionné via REA_JEB_MCP_URL ; [guide JEB](docs/jeb-analysis.md)                 |
+| Ressources Android           | Manifeste décodé, tables de chaînes, langues et faits de version                                            | Lanceur Apktool fourni par l'appelant ; [guide des ressources](docs/apktool-resource-analysis.md)                                     |
 | Firmware                     | Régions, résultats d'extraction et passage de relais vers l'analyse native                                  | Binwalk / Unblob sous Linux ; [guide firmware](docs/firmware-analysis.md)                                                             |
 | Paquets et ressources        | Inventaires de fichiers, empreintes, plists, anatomie des bundles Apple et ressources extraites             | [Guide artefacts et JavaScript](docs/javascript-artifact-reconstruction.md), [applications Apple](docs/apple-application-analysis.md) |
 | Comportement des processus   | Sortie du terminal, interactions, code de sortie, observations du système de fichiers et comparaisons       | Linux/macOS avec un PTY natif ; [capture de processus](docs/process-capture.md)                                                       |
@@ -155,25 +161,25 @@ Les formats natifs et les hôtes pris en charge varient selon le fournisseur. Co

 ## Études de cas

-[![Illustrations des études sur la spatialisation sonore de DX-Ball, le pont du presse-papiers de Notion et le cercle de projectiles de TH04](docs/assets/rea-showcases.png)](https://rea.tools/showcase/)
+[![Illustrations des études sur la spatialisation sonore de DX-Ball, le pont du presse-papiers de Notion et le cercle de projectiles de TH04](docs/assets/rea-showcases.png)](https://rea.tools/fr/showcase/)

 ### DX-Ball : reconstruire un calcul de panoramique sonore

 Suivez un appel sonore jusqu'à la fonction qui convertit une position en panoramique, inspectez ses instructions et transformez un pseudo-code incomplet en C. La reconstruction réussit 3 205 cas issus du x86 d'origine et reproduit à l'identique les 63 octets de la fonction compilée.

-[Lire l'étude de cas](https://rea.tools/showcase/dx-ball/) · [Dépôt de la reconstruction](https://github.com/N0zoM1z0/dx-ball)
+[Lire l'étude de cas](https://rea.tools/fr/showcase/dx-ball/) · [Dépôt de la reconstruction](https://github.com/N0zoM1z0/dx-ball)

 ### Notion : suivre le pont du presse-papiers d'Electron

 Trouvez l'API de presse-papiers du renderer, suivez-la à travers le preload et l'IPC jusqu'au processus principal, puis inspectez le format de presse-papiers enrichi.

-[Lire l'étude de cas](https://rea.tools/showcase/notion/)
+[Lire l'étude de cas](https://rea.tools/fr/showcase/notion/)

 ### TH04 : retrouver un calcul d'anneau de projectiles sous DOS

 Inspectez les instructions 16 bits du jeu PC-98 d'origine, retrouvez les calculs d'angles fixes et visés, et comparez le C++ reconstruit avec la sortie du compilateur d'époque.

-[Lire l'étude de cas](https://rea.tools/showcase/th04/) · [Dépôt de la reconstruction](https://github.com/N0zoM1z0/th04)
+[Lire l'étude de cas](https://rea.tools/fr/showcase/th04/) · [Dépôt de la reconstruction](https://github.com/N0zoM1z0/th04)

 Si vous avez utilisé REA sur un projet intéressant, nous serions ravis de le découvrir. Partagez votre cas dans une [issue](https://github.com/morluto/rea/issues) ou une [pull request](https://github.com/morluto/rea/pulls), en précisant la cible, votre question, la manière dont REA vous a aidé et ce que vous avez découvert.

@@ -226,7 +232,7 @@ REA analyse les cibles localement. Votre agent reçoit les résultats des outils

 Commencez par mettre à jour ; une version récente l'a peut-être déjà corrigé.

-Pour une CLI installée avec npm :
+Pour une CLI installée avec `npm install --global` ou `bun add --global` :

 ```bash
 rea update
@@ -244,10 +250,10 @@ Si vous utilisez un agent, terminez l'[actualisation de la configuration](#mettr

 ## Documentation

-Commencez par les [guides pas à pas](https://rea.tools/guides/) du site web. Pour les options exactes, les prérequis et les contrats de résultats :
+Commencez par les [guides pas à pas](https://rea.tools/fr/guides/) du site web. Pour les options exactes, les prérequis et les contrats de résultats :

 - [Installation et configuration](docs/installation.md) : enregistrement des agents, configuration des fournisseurs, mises à jour et désinstallation.
- [Vérification et dépannage](docs/installation.md#check-readiness-for-your-task) : diagnostiquer un agent ou un moteur d'analyse précis.
+- [Vérification et dépannage](docs/installation.md#check-readiness-for-your-task) : diagnostiquer un agent ou un moteur d'analyse donné.
 - [CLI et Evidence](docs/cli.md) : commandes, choix du fournisseur, snapshots, import/export et codes de sortie.
 - [Contrats MCP](docs/mcp-contracts.md) et [prompts pour agents](docs/mcp-prompts.md) : résultats des outils, sessions et investigations guidées.
 - [Catalogue des outils](docs/mcp-contracts.md#generated-catalog) : inventaire des outils, fournisseurs et commandes CLI, généré lors du build.
@@ -257,7 +263,7 @@ Signalez les vulnérabilités via [SECURITY.md](SECURITY.md).

 ## Historique des étoiles

-🎉 **50 000 étoiles GitHub — merci !**
+🎉 **90 000 étoiles GitHub — merci !**

 Merci à toutes les personnes qui utilisent REA, signalent des bugs, proposent des fonctionnalités, testent les builds et contribuent des correctifs.

@@ -277,7 +283,7 @@ REA fournit des outils destinés à la recherche, à l'analyse et à la reconstr

 Votre aide sur REA est la bienvenue ! [Ouvrez une issue](https://github.com/morluto/rea/issues) pour signaler un bug ou proposer une fonctionnalité, ou [envoyez une pull request](https://github.com/morluto/rea/pulls) pour améliorer le code ou la documentation.

-Consultez [CONTRIBUTING.md](CONTRIBUTING.md) pour l'environnement de développement et les vérifications, la page [tests](docs/testing.md) pour les filières de vérification, et la [carte de l'architecture](docs/architecture.mermaid) pour la structure du projet.
+Consultez [CONTRIBUTING.md](CONTRIBUTING.md) pour l'environnement de développement et les vérifications, la page [tests](docs/testing.md) pour les procédures de vérification, et la [carte de l'architecture](docs/architecture.mermaid) pour la structure du projet.

 ## Licence

@@ -1,6 +1,6 @@
 <div align="center">

-[English](README.md) · [简体中文](README_zh.md) · [繁體中文](README_zh-TW.md) · [日本語](README_ja.md) · [한국어](README_ko.md) · [Türkçe](README_tr.md) · [Русский](README_ru.md) · [Tiếng Việt](README_vi.md) · [ไทย](README_th.md) · [Deutsch](README_de.md) · [Español](README_es.md) · [Français](README_fr.md) · [Українська](README_uk.md) · [Polski](README_pl.md) · [Português (Brasil)](README_pt-BR.md) · [العربية](README_ar.md) · [فارسی](README_fa.md) · **Bahasa Indonesia**
+[English](README.md) · [简体中文](README_zh.md) · [繁體中文](README_zh-TW.md) · [日本語](README_ja.md) · [한국어](README_ko.md) · [Türkçe](README_tr.md) · [Русский](README_ru.md) · [Tiếng Việt](README_vi.md) · [ไทย](README_th.md) · [Deutsch](README_de.md) · [Español](README_es.md) · [Français](README_fr.md) · [Українська](README_uk.md) · [Polski](README_pl.md) · [Português (Brasil)](README_pt-BR.md) · [العربية](README_ar.md) · [فارسی](README_fa.md) · **Bahasa Indonesia** · [Italiano](README_it.md)

 # REA: Rekayasa Balik Apa Pun

@@ -18,7 +18,7 @@

 <a href="https://trendshift.io/repositories/82054?utm_source=repository-badge&amp;utm_medium=badge&amp;utm_campaign=badge-repository-82054" target="_blank" rel="noopener noreferrer"><img src="https://trendshift.io/api/badge/repositories/82054" alt="morluto%2Frea | Trendshift" width="250" height="55"/></a>

-**[Situs Web](https://rea.tools/) · [Panduan](https://rea.tools/guides/) · [Contoh Penggunaan](https://rea.tools/showcase/)**
+**[Situs Web](https://rea.tools/id/) · [Panduan](https://rea.tools/id/guides/) · [Contoh Penggunaan](https://rea.tools/id/showcase/)**

 [Mulai Cepat](#mulai-cepat) · [Cara Kerja REA](#cara-kerja-rea) · [Hal yang Dapat Anda Analisis](#hal-yang-dapat-anda-analisis) · [Contoh Penggunaan](#contoh-penggunaan) · [FAQ](#faq) · [Dokumentasi](#dokumentasi)

@@ -54,7 +54,7 @@ REA menghubungkan agen Anda dengan berbagai alat untuk memeriksa biner native, a

 Proses penyiapan mendaftarkan REA ke agen Anda dan memasang instruksi alur kerja yang sesuai. Analisis native dapat menggunakan instalasi Hopper, Ghidra, atau IDA yang sudah ada. Proses penyiapan juga dapat memasang Hopper secara opsional setelah mendapatkan persetujuan. Analisis JavaScript statis tidak memerlukan mesin analisis native.

-> **[Kunjungi situs web REA](https://rea.tools/)** untuk mendapatkan petunjuk penyiapan, panduan bergambar, dan studi kasus nyata.
+> **[Kunjungi situs web REA](https://rea.tools/id/)** untuk mendapatkan petunjuk penyiapan, panduan bergambar, dan studi kasus nyata.

 ## Mulai Cepat

@@ -101,12 +101,14 @@ Untuk analisis native, konfigurasikan penyedia terlebih dahulu. Lihat [Panduan C

 REA berkembang dengan cepat, dan rilis baru sering menyertakan perbaikan bug. Pastikan instalasi Anda selalu diperbarui.

-Untuk CLI yang dipasang melalui npm:
+Untuk CLI yang dipasang melalui `npm install --global` atau `bun add --global`:

 ```bash
 rea update
 ```

+Pembaruan global dengan Bun memerlukan Bun 1.2.17 atau yang lebih baru. Pada rilis Bun yang lebih lama, perbarui Bun secara manual sebelum menjalankan `rea update`.
+
 Untuk memperbarui pendaftaran agen dan skill Anda, jalankan perintah penyiapan yang ditampilkan oleh proses pembaruan.

 Jika Anda menggunakan `npx`, perbarui penyiapan agen dengan:
@@ -115,7 +117,7 @@ Jika Anda menggunakan `npx`, perbarui penyiapan agen dengan:
 npx rea-agents@latest setup
 ```

-Tinjau perubahan penyiapan dan mulai ulang agen Anda. Untuk menjalankan perintah CLI sekali pakai, gunakan `npx rea-agents@latest` diikuti dengan perintah yang diinginkan.
+Tinjau perubahan penyiapan dan mulai ulang agen Anda. Untuk menjalankan perintah CLI sekali pakai, gunakan `npx rea-agents@latest` diikuti dengan perintah yang diinginkan. Dengan Bun, gunakan `bunx rea-agents@latest` sebagai pengganti `npx rea-agents@latest`.

 ## Cara Kerja REA

@@ -137,15 +139,19 @@ Alat tambahan dan dukungan sistem host bergantung pada target yang dianalisis:

 | Target                     | Hasil yang diberikan REA                                                                              | Persyaratan dan panduan                                                                                                            |
 | -------------------------- | ----------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------- |
-| Biner native               | Pseudocode, assembly, string, simbol, pemanggilan, dan referensi                                      | Hopper, Ghidra, atau IDA; [analisis native](https://rea.tools/guides/native/)                                                      |
+| Biner native               | Pseudocode, assembly, string, simbol, pemanggilan, dan referensi                                      | Hopper, Ghidra, atau IDA; [analisis native](https://rea.tools/id/guides/native/)                                                   |
 | Tata letak ELF offline     | Bagian, segmen, simbol/relokasi asli, dan kandidat mitigasi statis                                    | pwntools yang disediakan pemanggil pada Linux x64; [diagnostik biner](docs/binary-diagnostics.md)                                  |
+| Artefak WASM               | Validasi, bagian, bentuk WAT import/ekspor yang tepat, dan WAT yang didekode                          | WABT 1.0.42 yang disediakan pemanggil; `inspect_wasm_artifact`                                                                     |
 | Bytecode EVM               | Selector dispatch, offset byte, argumen yang disimpulkan, dan sifat mutabilitas                       | Pembawa data raw/hex lokal; [panduan EVM offline](docs/evm-bytecode.md)                                                            |
 | Crash Linux yang direkam   | Catatan mentah, register/sinyal setiap thread yang direkam, dan kandidat pemetaan opsional            | pwntools yang disediakan pemanggil; GDB/pwndbg opsional; [crash yang direkam](docs/recorded-crashes.md)                            |
-| JavaScript / Electron      | Modul, impor, source map, rute, IPC, dan hubungan add-on native                                       | Node.js dan npm; [analisis aplikasi](https://rea.tools/guides/javascript/)                                                         |
-| Situs web                  | Struktur halaman, skrip, pengamatan jaringan, dan tangkapan layar yang diminta                        | Peramban berbasis Chrome; [analisis peramban](https://rea.tools/guides/browser/)                                                   |
+| JavaScript / Electron      | Modul, impor, source map, rute, IPC, dan hubungan add-on native                                       | Node.js dan npm; [analisis aplikasi](https://rea.tools/id/guides/javascript/)                                                      |
+| Situs web                  | Struktur halaman, skrip, pengamatan jaringan, dan tangkapan layar yang diminta                        | Peramban berbasis Chrome; [analisis peramban](https://rea.tools/id/guides/browser/)                                                |
 | Rekaman jaringan tersimpan | Permintaan, respons, payload yang terekspos, dan lokasi sumber                                        | HAR; mitmdump di Linux untuk rekaman native mitmproxy; [panduan rekaman](docs/web-network-captures.md)                             |
 | Assembly .NET              | Metadata, instruksi CIL, dependensi native yang dideklarasikan, dan perbandingan build                | Tidak ada (hanya analisis statis); [panduan kode terkelola](docs/managed-code-analysis.md)                                         |
 | APK Android                | Deklarasi manifest, kelas, metode hasil dekompilasi, dan referensi                                    | JADX mode headless dan JDK lengkap di Linux/macOS/Windows x64; [panduan Android](docs/android-analysis.md)                         |
+| Perangkat Android          | Perangkat, paket, proses, log, dump, tangkapan layar, serta transfer APK/berkas                       | adb buatan pemanggil (emulator atau perangkat); [panduan ADB](docs/adb-device-analysis.md)                                         |
+| Proyek JEB                 | Unit proyek bertenaga mesin, hash artefak, dan pseudokode tipe/metode                                 | Klien JEB yang dijalankan pemanggil dan menyajikan MCP, dipilih dengan REA_JEB_MCP_URL; [panduan JEB](docs/jeb-analysis.md)        |
+| Resource Android           | Manifest terdekode, tabel string, lokal, dan fakta versi                                              | Peluncur Apktool buatan pemanggil; [panduan resource](docs/apktool-resource-analysis.md)                                           |
 | Firmware                   | Wilayah, hasil ekstraksi, dan pengalihan ke analisis native                                           | Binwalk / Unblob di Linux; [panduan firmware](docs/firmware-analysis.md)                                                           |
 | Paket dan sumber daya      | Inventaris berkas, digest, plist, struktur paket Apple, dan sumber daya yang diekstrak                | [Panduan artefak dan JavaScript](docs/javascript-artifact-reconstruction.md), [aplikasi Apple](docs/apple-application-analysis.md) |
 | Perilaku proses            | Keluaran terminal, interaksi, pengamatan proses keluar dan sistem berkas, serta perbandingan eksekusi | Linux/macOS dengan PTY native; [perekaman proses](docs/process-capture.md)                                                         |
@@ -166,25 +172,25 @@ Periksa [ketersediaan rilis](docs/installation.md#released-package-and-main) unt

 ## Contoh Penggunaan

-[![Ilustrasi contoh penggunaan DX-Ball sound-pan, Notion clipboard-bridge, dan TH04 bullet-ring](docs/assets/rea-showcases.png)](https://rea.tools/showcase/)
+[![Ilustrasi contoh penggunaan DX-Ball sound-pan, Notion clipboard-bridge, dan TH04 bullet-ring](docs/assets/rea-showcases.png)](https://rea.tools/id/showcase/)

 ### DX-Ball: merekonstruksi perhitungan sound-pan

 Ikuti pemanggilan suara hingga ke fungsi pembantu yang mengubah posisi menjadi nilai pan, periksa instruksinya, lalu ubah pseudocode yang belum lengkap menjadi C. Hasil rekonstruksi tersebut lolos pada 3.205 kasus x86 asli dan mereproduksi seluruh 63 byte fungsi hasil kompilasi.

-[Baca studi kasus](https://rea.tools/showcase/dx-ball/) · [Repositori rekonstruksi](https://github.com/N0zoM1z0/dx-ball)
+[Baca studi kasus](https://rea.tools/id/showcase/dx-ball/) · [Repositori rekonstruksi](https://github.com/N0zoM1z0/dx-ball)

 ### Notion: menelusuri jembatan clipboard Electron

 Temukan API clipboard pada renderer, telusuri jalurnya melalui preload dan IPC hingga ke proses utama, lalu periksa format clipboard kaya.

-[Baca studi kasus](https://rea.tools/showcase/notion/)
+[Baca studi kasus](https://rea.tools/id/showcase/notion/)

 ### TH04: memulihkan perhitungan bullet-ring DOS

 Periksa instruksi 16-bit dari gim PC-98 asli, pulihkan perhitungan sudut tetap dan sudut yang diarahkan, lalu bandingkan C++ hasil rekonstruksi dengan keluaran historis kompiler.

-[Baca studi kasus](https://rea.tools/showcase/th04/) · [Repositori rekonstruksi](https://github.com/N0zoM1z0/th04)
+[Baca studi kasus](https://rea.tools/id/showcase/th04/) · [Repositori rekonstruksi](https://github.com/N0zoM1z0/th04)

 Jika Anda telah menggunakan REA untuk menganalisis sesuatu yang menarik, kami ingin melihat hasilnya. Bagikan kasus Anda melalui [issue](https://github.com/morluto/rea/issues) atau [pull request](https://github.com/morluto/rea/pulls), sertakan target, pertanyaan Anda, bagaimana REA membantu, dan apa yang Anda temukan.

@@ -243,7 +249,7 @@ REA menganalisis target secara lokal. Agen Anda menerima hasil alat, sedangkan p

 Perbarui terlebih dahulu. Rilis terbaru mungkin sudah memperbaiki masalah tersebut.

-Untuk CLI yang dipasang melalui npm:
+Untuk CLI yang dipasang melalui `npm install --global` atau `bun add --global`:

 ```bash
 rea update
@@ -263,7 +269,7 @@ Coba kembali tugas yang sama. Jika masalah masih terjadi, [buat issue](https://g

 ## Dokumentasi

-Mulailah dengan [panduan praktik di situs web](https://rea.tools/guides/).
+Mulailah dengan [panduan praktik di situs web](https://rea.tools/id/guides/).

 Untuk mengetahui opsi, prasyarat, dan kontrak hasil secara tepat:

@@ -278,7 +284,7 @@ Laporkan kerentanan melalui [SECURITY.md](SECURITY.md).

 ## Riwayat Bintang

-🎉 **50.000 bintang GitHub, terima kasih!**
+🎉 **90.000 bintang GitHub, terima kasih!**

 Terima kasih kepada semua orang yang menggunakan REA, melaporkan bug, meminta fitur, menguji build, dan berkontribusi dalam perbaikan.

@@ -0,0 +1,292 @@
+<div align="center">
+
+[English](README.md) · [简体中文](README_zh.md) · [繁體中文](README_zh-TW.md) · [日本語](README_ja.md) · [한국어](README_ko.md) · [Türkçe](README_tr.md) · [Русский](README_ru.md) · [Tiếng Việt](README_vi.md) · [ไทย](README_th.md) · [Deutsch](README_de.md) · [Español](README_es.md) · [Français](README_fr.md) · [Українська](README_uk.md) · [Polski](README_pl.md) · [Português (Brasil)](README_pt-BR.md) · [العربية](README_ar.md) · [فارسی](README_fa.md) · [Bahasa Indonesia](README_id.md) · **Italiano**
+
+# REA: Reverse Engineer Anything
+
+### Un unico MCP per l'ingegneria inversa su binari, applicazioni e comportamento a runtime.
+
+**Vedi una funzionalità che ti piace. Capisci come funziona, fino al livello binario.**
+
+[![npm version](https://img.shields.io/npm/v/rea-agents?style=flat-square&color=cb3837)](https://www.npmjs.com/package/rea-agents)
+[![CI](https://img.shields.io/github/actions/workflow/status/morluto/rea/ci.yml?branch=main&style=flat-square&label=CI)](https://github.com/morluto/rea/actions/workflows/ci.yml)
+[![MCP tool catalog](https://img.shields.io/badge/MCP-tool_catalog-5c4ee5?style=flat-square)](docs/mcp-contracts.md#generated-catalog)
+[![Node.js requirements](https://img.shields.io/badge/Node.js-requirements-339933?style=flat-square&logo=nodedotjs&logoColor=white)](#cosa-puoi-analizzare)
+[![skills.sh](https://skills.sh/b/morluto/rea?style=flat-square)](https://skills.sh/morluto/rea/reverse-engineer-anything)
+[![MIT license](https://img.shields.io/badge/license-MIT-f4c430?style=flat-square)](LICENSE)
+[![Discord](https://img.shields.io/discord/1556595354999332884?logo=discord&logoColor=white&label=Discord&color=5865F2)](https://discord.gg/GkcryMnJDM)
+
+<a href="https://trendshift.io/repositories/82054?utm_source=repository-badge&amp;utm_medium=badge&amp;utm_campaign=badge-repository-82054" target="_blank" rel="noopener noreferrer"><img src="https://trendshift.io/api/badge/repositories/82054" alt="morluto%2Frea | Trendshift" width="250" height="55"/></a>
+
+**[Sito web](https://rea.tools/it/) · [Guide](https://rea.tools/it/guides/) · [Showcase](https://rea.tools/it/showcase/)**
+
+[Avvio rapido](#avvio-rapido) · [Come funziona REA](#come-funziona-rea) · [Cosa puoi analizzare](#cosa-puoi-analizzare) · [Showcase](#showcase) · [FAQ](#faq) · [Documentazione](#documentazione)
+
+<code>npx rea-agents setup</code>
+
+<br />
+
+<img src="docs/assets/rea-hopper-analysis.png" alt="REA che avvia il suo bridge di analisi dentro Hopper mentre ispeziona un binario nativo" width="1200" />
+
+<br /><br />
+
+<table aria-label="Community REA">
+<tr>
+<td align="center" width="360">
+  <a href="https://discord.gg/GkcryMnJDM">
+    <img src="docs/assets/discord.svg" height="42" alt="Discord" /><br />
+    <strong>Unisciti alla community di ingegneria inversa</strong>
+  </a><br />
+  <sub>Discord · Domande e risposte · Show and Tell</sub>
+</td>
+</tr>
+</table>
+
+<br />
+
+</div>
+
+---
+
+Hai visto una funzionalità in un'app che vorresti nel tuo prodotto? Chiedi al tuo agente di analizzarla con REA. Può ispezionare l'app senza il suo codice sorgente, spiegare come funziona la funzionalità, mostrare le prove e realizzare una versione per il tuo progetto.
+
+REA collega il tuo agente a strumenti per ispezionare binari nativi, app JavaScript ed Electron, assembly .NET e siti web. Puoi usare gli stessi strumenti anche dal terminale. L'analisi viene eseguita localmente e i risultati includono le prove e i limiti dietro ogni conclusione.
+
+La configurazione registra REA con il tuo agente e installa le istruzioni di workflow corrispondenti. L'analisi nativa può usare un'installazione esistente di Hopper, Ghidra o IDA; la configurazione può installare opzionalmente Hopper previa approvazione. L'analisi statica JavaScript non richiede alcun motore di analisi nativo.
+
+> **[Visita il sito web di REA](https://rea.tools/it/)** per istruzioni di configurazione, guide illustrate e veri casi studio.
+
+## Avvio rapido
+
+### Configura il tuo agente
+
+Con Node.js e npm installati, esegui:
+
+```bash
+npx rea-agents setup
+```
+
+Scegli i tuoi agenti, rivedi le modifiche proposte e approvale. La configurazione aggiunge il server MCP di REA e le istruzioni di workflow corrispondenti, con backup della configurazione esistente. Riavvia quindi il tuo agente.
+
+La configurazione supporta Claude Code, Codex, Cursor, Gemini CLI, Grok Build e [altri agenti](docs/installation.md#supported-agents). Vedi [installazione e configurazione](docs/installation.md) per la configurazione dei provider e la registrazione manuale MCP.
+
+### Chiedi al tuo agente
+
+```text
+Spiega come funziona la ricerca nell'app Note, mostrami le prove e realizza
+una funzionalità simile per il mio progetto.
+```
+
+Sostituisci Note con la tua app di destinazione e la funzionalità che vuoi capire.
+
+### Usa il terminale
+
+Ispeziona una directory di app JavaScript/Electron estratta o un ASAR:
+
+```bash
+npx -y rea-agents@latest analyze-javascript-application /percorso/assoluto/verso/app --json
+```
+
+Il risultato include moduli, import, confini Electron e le relative prove. Sostituisci il percorso con il tuo bersaglio, ad esempio `"D:/apps/example"` su Windows.
+
+Per installare il comando `rea` per un uso regolare:
+
+```bash
+npm install --global rea-agents
+rea --help
+```
+
+Per l'analisi nativa, configura prima un provider. Vedi la [guida CLI ed Evidence](docs/cli.md) per i comandi nativi, la selezione del provider, gli snapshot e lo scripting.
+
+### Aggiorna REA
+
+REA cambia rapidamente e le nuove versioni includono correzioni di bug frequenti. Tieni aggiornata la tua installazione.
+
+Per una CLI installata con `npm install --global` o `bun add --global`:
+
+```bash
+rea update
+```
+
+Gli aggiornamenti globali con Bun richiedono Bun 1.2.17 o versioni successive. Con una versione precedente di Bun, aggiorna Bun manualmente prima di eseguire `rea update`.
+
+Per aggiornare le registrazioni del tuo agente e lo skill, esegui il comando di configurazione mostrato dall'aggiornamento.
+
+Se usi `npx`, aggiorna la configurazione del tuo agente con:
+
+```bash
+npx rea-agents@latest setup
+```
+
+Rivedi le modifiche di configurazione e riavvia il tuo agente. Per comandi CLI singoli, usa `npx rea-agents@latest` seguito dal comando. Con Bun, usa `bunx rea-agents@latest` al posto di `npx rea-agents@latest`.
+
+## Come funziona REA
+
+Il tuo agente chiama REA tramite MCP per ispezionare il bersaglio e tracciare il codice rilevante. REA restituisce i risultati con le relative prove. L'agente li usa per fare domande di approfondimento, spiegare il comportamento o scrivere e testare un'implementazione. Anche i comandi CLI usano gli stessi workflow.
+
+![Flusso di indagine REA: il tuo agente pone domande su un bersaglio locale, REA lo ispeziona e ne traccia il codice usando strumenti di analisi, e l'agente usa il codice, i riferimenti e gli elementi sconosciuti restituiti per spiegare, implementare e testare.](website/public/assets/figures/rea-investigation-flow.svg)
+
+[Apri la figura a dimensione intera](website/public/assets/figures/rea-investigation-flow.svg).
+
+<a id="current-status"></a>
+
+## Cosa puoi analizzare
+
+REA richiede Node.js 22.x (>=22.19), 24.x (>=24.11) o 26+, oltre a npm. Strumenti aggiuntivi e supporto host dipendono dal bersaglio:
+
+| Obiettivo                    | Cosa restituisce REA                                                                              | Requisiti e guida                                                                                                                   |
+| ---------------------------- | ------------------------------------------------------------------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------- |
+| Binari nativi                | Pseudocodice, assembly, stringhe, simboli, chiamate e riferimenti                                 | Hopper, Ghidra o IDA; [analisi nativa](https://rea.tools/it/guides/native/)                                                         |
+| Layout ELF offline           | Sezioni, segmenti, simboli/relocazioni originali e candidati mitigazioni statiche                 | pwntools fornito dal chiamante su Linux x64; [diagnostica binaria](docs/binary-diagnostics.md)                                      |
+| Artefatto WASM               | Convalida, sezioni, forme WAT di import/export esatte e WAT decodificato                          | WABT 1.0.42 fornito dal chiamante; `inspect_wasm_artifact`                                                                          |
+| Bytecode EVM                 | Selettori di dispatch, offset dei byte, argomenti inferiti e mutabilità                           | Carrier raw/hex locale; [guida EVM offline](docs/evm-bytecode.md)                                                                   |
+| Crash Linux registrati       | Note grezze, registri/segnai di ogni thread registrato e candidati mapping opzionali              | pwntools fornito dal chiamante; GDB/pwndbg opzionale; [crash registrati](docs/recorded-crashes.md)                                  |
+| JavaScript / Electron        | Moduli, import, source map, route, IPC e relazioni con add-on nativi                              | Node.js e npm; [analisi delle applicazioni](https://rea.tools/it/guides/javascript/)                                                |
+| Siti web                     | Struttura della pagina, script, osservazioni di rete e screenshot richiesti                       | Un browser della famiglia Chrome; [analisi browser](https://rea.tools/it/guides/browser/)                                           |
+| Acquisizioni di rete salvate | Richieste, risposte, payload esposti e posizioni sorgente                                         | HAR; mitmdump su Linux per acquisizioni mitmproxy native; [guida alle acquisizioni](docs/web-network-captures.md)                   |
+| Assembly .NET                | Metadati, istruzioni CIL, dipendenze native dichiarate e confronti di build                       | Nessuno (solo statico); [guida managed-code](docs/managed-code-analysis.md)                                                         |
+| APK Android                  | Dichiarazioni manifest, classi, metodi decompilati e riferimenti                                  | JADX headless e un JDK completo su Linux/macOS/Windows x64; [guida Android](docs/android-analysis.md)                               |
+| Dispositivi Android          | Dispositivi, pacchetti, processi, log, dump, screenshot e trasferimenti APK/file                  | adb fornito dal chiamante (emulatore o hardware); [guida ADB](docs/adb-device-analysis.md)                                          |
+| Progetti JEB                 | Unità di progetto dal motore, digest degli artifact e pseudocodice di tipi/metodi                 | Client JEB avviato dal chiamante via MCP, selezionato con REA_JEB_MCP_URL; [guida JEB](docs/jeb-analysis.md)                        |
+| Risorse Android              | Manifest decodificato, tabelle stringhe, lingue e dati di versione                                | Launcher Apktool fornito dal chiamante; [guida alle risorse](docs/apktool-resource-analysis.md)                                     |
+| Firmware                     | Regioni, risultati di estrazione e passaggi all'analisi nativa                                    | Binwalk / Unblob su Linux; [guida firmware](docs/firmware-analysis.md)                                                              |
+| Pacchetti e risorse          | Inventari file, digest, plist, anatomia dei bundle Apple e risorse estratte                       | [Guida artifact e JavaScript](docs/javascript-artifact-reconstruction.md), [Applicazioni Apple](docs/apple-application-analysis.md) |
+| Comportamento dei processi   | Output del terminale, interazioni, osservazioni su uscita e filesystem ed confronti di esecuzione | Linux/macOS con un PTY nativo; [cattura dei processi](docs/process-capture.md)                                                      |
+
+L'ispezione statica di JavaScript e .NET legge i file forniti senza eseguire l'applicazione. La cattura a runtime esegue o interagisce con il bersaglio selezionato usando i tuoi permessi utente; ogni guida runtime descrive i suoi effetti.
+
+<a id="choosing-a-deep-analysis-provider"></a>
+
+I formati nativi e il supporto host variano in base al provider. Vedi la [configurazione di Hopper e Ghidra](docs/installation.md#hopper), la [guida IDA](docs/ida-provider.md) e il [supporto sperimentale Windows Ghidra](docs/windows-ghidra-p0.md). Ghidra supporta anche l'[analisi DOS a 16 bit](docs/ghidra-dos.md). Per binari di grandi dimensioni, aumenta il timeout di avvio con `REA_GHIDRA_STARTUP_TIMEOUT_MS`. Per la selezione del provider, vedi la [guida CLI](docs/cli.md#choose-a-provider). Controlla la [disponibilità delle release](docs/installation.md#released-package-and-main) per le funzionalità aggiunte dall'ultima release npm.
+
+## Showcase
+
+[![Illustrazioni degli showcase del sound-pan di DX-Ball, del clipboard-bridge di Notion e dell'anello di proiettili di TH04](docs/assets/rea-showcases.png)](https://rea.tools/it/showcase/)
+
+### DX-Ball: ricostruisci un calcolo sound-pan
+
+Segui una chiamata sonora fino al suo helper posizione-to-pan, ispeziona le istruzioni e trasforma il pseudocodice incompleto in C. La ricostruzione supera 3.205 casi x86 originali e riproduce tutti i 63 byte di funzione compilati.
+
+[Leggi il case study](https://rea.tools/it/showcase/dx-ball/) · [Repository di ricostruzione](https://github.com/N0zoM1z0/dx-ball)
+
+### Notion: traccia il clipboard bridge di Electron
+
+Trova l'API clipboard del renderer, seguila attraverso preload e IPC fino al processo principale e ispeziona il formato rich clipboard.
+
+[Leggi il case study](https://rea.tools/it/showcase/notion/)
+
+### TH04: recupera un calcolo dell'anello di proiettili DOS
+
+Ispeziona le istruzioni a 16 bit del gioco PC-98 originale, recupera i calcoli dell'angolo fisso e mirato e confronta il C++ ricostruito con l'output del compilatore storico.
+
+[Leggi il case study](https://rea.tools/it/showcase/th04/) · [Repository di ricostruzione](https://github.com/N0zoM1z0/th04)
+
+Se hai usato REA su qualcosa di interessante, ci piacerebbe vederlo. Condividi il tuo caso in una [issue](https://github.com/morluto/rea/issues) o in una [pull request](https://github.com/morluto/rea/pulls), includendo il bersaglio, la tua domanda, come REA ti ha aiutato e cosa hai scoperto.
+
+## FAQ
+
+<details>
+<summary><strong>Quali agenti possono usare REA?</strong></summary>
+
+Qualsiasi agente che supporti server MCP locali. La configurazione configura gli [agenti supportati](docs/installation.md#supported-agents); altri client possono usare la [registrazione MCP manuale](docs/installation.md#mcp-registry).
+
+</details>
+
+<details>
+<summary><strong>Ho bisogno di Hopper, Ghidra o IDA?</strong></summary>
+
+L'analisi nativa profonda ne usa uno. L'ispezione statica di JavaScript e .NET funziona senza un motore di analisi nativo. La configurazione può installare Hopper previa approvazione; Ghidra e IDA usano le tue installazioni esistenti. Vedi [configurazione provider](docs/installation.md#hopper).
+
+</details>
+
+<details>
+<summary><strong>Devo avviare Hopper per primo?</strong></summary>
+
+REA avvia Hopper quando un'operazione ne ha bisogno. Su macOS, una finestra di dialogo al primo avvio potrebbe chiederti di scegliere la modalità demo o di attivare la licenza. Vedi [avvio di Hopper e risoluzione dei problemi](docs/installation.md#launcher-paths-and-troubleshooting).
+
+</details>
+
+<details>
+<summary><strong>Cosa fa l'installazione dello skill da skills.sh?</strong></summary>
+
+Lo skill fornisce istruzioni di indagine per il tuo agente. Usa `npx rea-agents setup` per registrare il server MCP di REA e installare le istruzioni corrispondenti, quindi riavvia il tuo agente. Vedi [installazione solo skill](docs/installation.md#skill-only-installation).
+
+</details>
+
+<details>
+<summary><strong>Quale codice restituisce REA?</strong></summary>
+
+L'analisi nativa restituisce pseudocodice e assembly. L'analisi JavaScript/Electron recupera moduli e le loro relazioni. Il tuo agente usa questi risultati per scrivere e testare un'implementazione; gli [showcase](#showcase) offrono esempi concreti.
+
+</details>
+
+<details>
+<summary><strong>REA carica la mia app da qualche parte?</strong></summary>
+
+REA analizza i bersagli localmente. Il tuo agente riceve i risultati degli strumenti e il suo provider di modello ha la propria politica sui dati.
+
+</details>
+
+<details>
+<summary><strong>Cosa devo fare se trovo un bug?</strong></summary>
+
+Aggiorna prima; una release recente potrebbe averlo già risolto.
+
+Per una CLI installata con `npm install --global` o `bun add --global`:
+
+```bash
+rea update
+```
+
+Per la configurazione dell'agente tramite `npx`:
+
+```bash
+npx rea-agents@latest setup
+```
+
+Se stai usando un agente, completa l'[aggiornamento della configurazione](#aggiorna-rea) e riavvialo. Riprova lo stesso task. Se il problema persiste, [apri un issue](https://github.com/morluto/rea/issues) con la tua versione di REA, il tipo di bersaglio, i passaggi per riprodurlo e l'output di errore.
+
+</details>
+
+## Documentazione
+
+Inizia dalle [guide pratiche](https://rea.tools/it/guides/) del sito web. Per opzioni esatte, prerequisiti e contratti dei risultati:
+
+- [Installazione e configurazione](docs/installation.md): registrazione agente, configurazione provider, aggiornamenti e disinstallazione.
+- [Pronto all'uso e risoluzione dei problemi](docs/installation.md#check-readiness-for-your-task): diagnostica un agente o un motore di analisi.
+- [CLI ed Evidence](docs/cli.md): comandi, selezione provider, snapshot, import/export e stati di uscita.
+- [Contratti MCP](docs/mcp-contracts.md) e [prompt agente](docs/mcp-prompts.md): risultati degli strumenti, sessioni e indagini guidate.
+- [Catalogo strumenti](docs/mcp-contracts.md#generated-catalog): inventario generato di strumenti, provider e comandi CLI.
+- [Roadmap](docs/roadmap.md): lavoro pianificato e tracker delle capacità.
+
+Segnala vulnerabilità tramite [SECURITY.md](SECURITY.md).
+
+## Cronologia delle stelle
+
+🎉 **90.000 stelle su GitHub — grazie!**
+
+Grazie a tutti coloro che usano REA, segnalano bug, propongono funzionalità, testano le build e contribuiscono con correzioni.
+
+<a href="https://www.star-history.com/?repos=morluto%2Frea&amp;type=date">
+  <picture>
+    <source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/chart?repos=morluto/rea&amp;type=date&amp;theme=dark&amp;legend=top-left" />
+    <source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/chart?repos=morluto/rea&amp;type=date" />
+    <img alt="Cronologia stelle GitHub di REA" src="https://api.star-history.com/chart?repos=morluto/rea&amp;type=date" />
+  </picture>
+</a>
+
+## Disclaimer
+
+REA fornisce strumenti per la ricerca, l'analisi e la ricostruzione di ingegneria inversa lecita. Sei responsabile di ottenere le eventuali autorizzazioni richieste e di rispettare le leggi applicabili. Il progetto non approva l'uso illegale o non autorizzato.
+
+REA è un progetto software open-source. Non abbiamo emesso né approvato alcuna criptovaluta o token. I token che usano il nome REA non sono affiliati al progetto.
+
+## Contributing
+
+Apprezzeremmo il tuo aiuto con REA! [Apri un issue](https://github.com/morluto/rea/issues) per segnalare un bug o suggerire una funzionalità, oppure [invia una pull request](https://github.com/morluto/rea/pulls) per migliorare il codice o la documentazione.
+
+Vedi [CONTRIBUTING.md](CONTRIBUTING.md) per la configurazione di sviluppo e i controlli, [testing](docs/testing.md) per le lane di verifica e la [mappa dell'architettura](docs/architecture.mermaid) per la struttura del progetto.
+
+## License
+
+[MIT](LICENSE)
@@ -1,6 +1,6 @@
 <div align="center">

-[English](README.md) · [简体中文](README_zh.md) · [繁體中文](README_zh-TW.md) · **日本語** · [한국어](README_ko.md) · [Türkçe](README_tr.md) · [Русский](README_ru.md) · [Tiếng Việt](README_vi.md) · [ไทย](README_th.md) · [Deutsch](README_de.md) · [Español](README_es.md) · [Français](README_fr.md) · [Українська](README_uk.md) · [Polski](README_pl.md) · [Português (Brasil)](README_pt-BR.md) · [العربية](README_ar.md) · [فارسی](README_fa.md) · [Bahasa Indonesia](README_id.md)
+[English](README.md) · [简体中文](README_zh.md) · [繁體中文](README_zh-TW.md) · **日本語** · [한국어](README_ko.md) · [Türkçe](README_tr.md) · [Русский](README_ru.md) · [Tiếng Việt](README_vi.md) · [ไทย](README_th.md) · [Deutsch](README_de.md) · [Español](README_es.md) · [Français](README_fr.md) · [Українська](README_uk.md) · [Polski](README_pl.md) · [Português (Brasil)](README_pt-BR.md) · [العربية](README_ar.md) · [فارسی](README_fa.md) · [Bahasa Indonesia](README_id.md) · [Italiano](README_it.md)

 # REA：あらゆるものをリバースエンジニアリング

@@ -18,7 +18,7 @@

 <a href="https://trendshift.io/repositories/82054?utm_source=repository-badge&amp;utm_medium=badge&amp;utm_campaign=badge-repository-82054" target="_blank" rel="noopener noreferrer"><img src="https://trendshift.io/api/badge/repositories/82054" alt="morluto%2Frea | Trendshift" width="250" height="55"/></a>

-**[ウェブサイト](https://rea.tools/) · [ガイド](https://rea.tools/guides/) · [事例](https://rea.tools/showcase/)**
+**[ウェブサイト](https://rea.tools/ja/) · [ガイド](https://rea.tools/ja/guides/) · [事例](https://rea.tools/ja/showcase/)**

 [クイックスタート](#クイックスタート) · [REA の仕組み](#rea-の仕組み) · [分析できる対象](#分析できる対象) · [事例](#事例) · [よくある質問](#よくある質問) · [ドキュメント](#ドキュメント)

@@ -54,7 +54,7 @@ REA はエージェントを分析ツールにつなぎ、ネイティブバイ

 セットアップはエージェントに REA を登録し、対応するワークフローの手順をインストールします。ネイティブ分析には既存の Hopper または Ghidra を使えます。承認すれば、セットアップで Hopper をインストールすることもできます。静的な JavaScript 分析には、どちらのエンジンも必要ありません。

-> **[REA のウェブサイト](https://rea.tools/)**で、セットアップ手順、図解ガイド、実際の事例を確認できます。
+> **[REA のウェブサイト](https://rea.tools/ja/)**で、セットアップ手順、図解ガイド、実際の事例を確認できます。

 ## クイックスタート

@@ -131,20 +131,23 @@ npx rea-agents@latest setup

 REA には Node.js 22.x（>=22.19）、24.x（>=24.11）、または 26+ と npm が必要です。追加のツールや対応ホストは、対象によって異なります。

-| 対象                             | REA が返すもの                                                                         | 要件とガイド                                                                                                                                       |
-| -------------------------------- | -------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------- |
-| ネイティブバイナリ               | 疑似コード、アセンブリ、文字列、シンボル、呼び出し、参照                               | Hopper、Ghidra、または IDA；[ネイティブ分析](https://rea.tools/guides/native/)                                                                     |
-| オフライン ELF レイアウト        | セクション、セグメント、元のシンボル／再配置情報、静的解析によるセキュリティ対策の候補 | Linux x64 で利用者が用意する pwntools；[バイナリ診断](docs/binary-diagnostics.md)                                                                  |
-| EVM バイトコード                 | ディスパッチセレクター、バイトオフセット、推定された引数と状態変更の可否               | ローカルの生バイト／16 進数の入力ファイル；[オフライン EVM ガイド](docs/evm-bytecode.md)                                                           |
-| 記録済みの Linux クラッシュ      | 生の note レコード、記録された全スレッドのレジスター／シグナル、任意のマッピング候補   | 利用者が用意する pwntools；GDB/pwndbg は任意；[記録済みクラッシュ](docs/recorded-crashes.md)                                                       |
-| JavaScript / Electron            | モジュール、インポート、ソースマップ、ルート、IPC、ネイティブアドオンの関係            | Node.js と npm；[アプリケーション分析](https://rea.tools/guides/javascript/)                                                                       |
-| ウェブサイト                     | ページ構造、スクリプト、ネットワークの観測結果、依頼されたスクリーンショット           | Chrome 系ブラウザー；[ブラウザー分析](https://rea.tools/guides/browser/)                                                                           |
-| 保存済みのネットワークキャプチャ | リクエスト、レスポンス、取得可能なペイロード、ソース内の位置                           | HAR；mitmproxy ネイティブ形式のキャプチャには Linux 上の mitmdump；[キャプチャガイド](docs/web-network-captures.md)                                |
-| .NET アセンブリ                  | メタデータ、CIL 命令、宣言されたネイティブ依存関係、ビルドの比較                       | 静的な検査；[マネージドコードのガイド](docs/managed-code-analysis.md)                                                                              |
-| Android APK                      | マニフェストの宣言、クラス、逆コンパイルされたメソッド、参照                           | Linux/macOS 上のヘッドレス JADX と完全な JDK；[Android ガイド](docs/android-analysis.md)                                                           |
-| ファームウェア                   | 領域、抽出結果、ネイティブ分析への引き継ぎ                                             | Linux 上の Binwalk / Unblob；[ファームウェアガイド](docs/firmware-analysis.md)                                                                     |
-| パッケージとリソース             | ファイル一覧、ダイジェスト、plist、Apple バンドルの構造、抽出されたリソース            | [アーティファクトと JavaScript のガイド](docs/javascript-artifact-reconstruction.md)、[Apple アプリケーション](docs/apple-application-analysis.md) |
-| プロセスの動作                   | ターミナル出力、対話、終了とファイルシステムの観測結果、実行の比較                     | ネイティブ PTY を備えた Linux/macOS；[プロセスキャプチャ](docs/process-capture.md)                                                                 |
+| 対象                             | REA が返すもの                                                                              | 要件とガイド                                                                                                                                       |
+| -------------------------------- | ------------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------- |
+| ネイティブバイナリ               | 疑似コード、アセンブリ、文字列、シンボル、呼び出し、参照                                    | Hopper、Ghidra、または IDA；[ネイティブ分析](https://rea.tools/ja/guides/native/)                                                                  |
+| オフライン ELF レイアウト        | セクション、セグメント、元のシンボル／再配置情報、静的解析によるセキュリティ対策の候補      | Linux x64 で利用者が用意する pwntools；[バイナリ診断](docs/binary-diagnostics.md)                                                                  |
+| EVM バイトコード                 | ディスパッチセレクター、バイトオフセット、推定された引数と状態変更の可否                    | Linux x64 上のローカルの生バイト／16 進数の入力ファイル；[オフライン EVM ガイド](docs/evm-bytecode.md)                                             |
+| 記録済みの Linux クラッシュ      | 生の note レコード、記録された全スレッドのレジスター／シグナル、任意のマッピング候補        | Linux x64 で利用者が用意する pwntools；GDB/pwndbg は任意；[記録済みクラッシュ](docs/recorded-crashes.md)                                           |
+| JavaScript / Electron            | モジュール、インポート、ソースマップ、ルート、IPC、ネイティブアドオンの関係                 | Node.js と npm；[アプリケーション分析](https://rea.tools/ja/guides/javascript/)                                                                    |
+| ウェブサイト                     | ページ構造、スクリプト、ネットワークの観測結果、依頼されたスクリーンショット                | Chrome 系ブラウザー；[ブラウザー分析](https://rea.tools/ja/guides/browser/)                                                                        |
+| 保存済みのネットワークキャプチャ | リクエスト、レスポンス、取得可能なペイロード、ソース内の位置                                | HAR；mitmproxy ネイティブ形式のキャプチャには Linux 上の mitmdump；[キャプチャガイド](docs/web-network-captures.md)                                |
+| .NET アセンブリ                  | メタデータ、CIL 命令、宣言されたネイティブ依存関係、ビルドの比較                            | 静的な検査；[マネージドコードのガイド](docs/managed-code-analysis.md)                                                                              |
+| Android APK                      | マニフェストの宣言、クラス、逆コンパイルされたメソッド、参照                                | Linux/macOS/Windows x64 上のヘッドレス JADX と完全な JDK；[Android ガイド](docs/android-analysis.md)                                               |
+| Android デバイス                 | デバイス、パッケージ、プロセス、ログ、ダンプ、スクリーンキャプチャ、APK/ファイル転送        | 呼び出し側が用意した adb（エミュレーターまたは実機）；[ADB ガイド](docs/adb-device-analysis.md)                                                    |
+| JEBプロジェクト                  | エンジンによるプロジェクトユニット、アーティファクトのダイジェスト、型/メソッドの擬似コード | 呼び出し側が起動し MCP を提供する JEB クライアント（REA_JEB_MCP_URL で選択）；[JEB ガイド](docs/jeb-analysis.md)                                   |
+| Android リソース                 | デコードされたマニフェスト、文字列テーブル、ロケール、バージョン情報                        | 呼び出し側が用意した Apktool ランチャー；[リソースガイド](docs/apktool-resource-analysis.md)                                                       |
+| ファームウェア                   | 領域、抽出結果、ネイティブ分析への引き継ぎ                                                  | Linux 上の Binwalk / Unblob；[ファームウェアガイド](docs/firmware-analysis.md)                                                                     |
+| パッケージとリソース             | ファイル一覧、ダイジェスト、plist、Apple バンドルの構造、抽出されたリソース                 | [アーティファクトと JavaScript のガイド](docs/javascript-artifact-reconstruction.md)、[Apple アプリケーション](docs/apple-application-analysis.md) |
+| プロセスの動作                   | ターミナル出力、対話、終了とファイルシステムの観測結果、実行の比較                          | ネイティブ PTY を備えた Linux/macOS；[プロセスキャプチャ](docs/process-capture.md)                                                                 |

 静的な JavaScript と .NET の検査は、指定されたファイルを読み取り、アプリケーションを実行しません。実行時キャプチャは、あなたのユーザー権限で対象を実行したり、対象とやり取りしたりします。それぞれの実行時ガイドに、どのような操作が行われるかを記載しています。

@@ -154,26 +157,26 @@ REA には Node.js 22.x（>=22.19）、24.x（>=24.11）、または 26+ と npm

 ## 事例

-[![DX-Ball の音声パン、Notion のクリップボードブリッジ、TH04 の弾幕リングの事例を表すイラスト](docs/assets/rea-showcases.png)](https://rea.tools/showcase/)
+[![DX-Ball の音声パン、Notion のクリップボードブリッジ、TH04 の弾幕リングの事例を表すイラスト](docs/assets/rea-showcases.png)](https://rea.tools/ja/showcase/)

 ### DX-Ball：音声のパン計算を再構築する

 音声の呼び出しから位置をパンに変換する補助関数をたどり、命令を調べ、不完全な疑似コードを C に書き直します。再構築した実装は、元の x86 に対する 3,205 ケースの検証を通過し、コンパイル後の関数の全 63 バイトを再現しています。

-[事例を読む](https://rea.tools/showcase/dx-ball/) ·
+[事例を読む](https://rea.tools/ja/showcase/dx-ball/) ·
 [再構築リポジトリ](https://github.com/N0zoM1z0/dx-ball)

 ### Notion：Electron のクリップボードブリッジを追跡する

 レンダラーのクリップボード API を見つけ、preload と IPC を経由してメインプロセスまでたどり、リッチなクリップボード形式を調べます。

-[事例を読む](https://rea.tools/showcase/notion/)
+[事例を読む](https://rea.tools/ja/showcase/notion/)

 ### TH04：DOS の弾幕リングの計算を復元する

 元の PC-98 ゲームの 16 ビット命令を調べ、固定角度と自機を狙う角度の計算を復元し、再構築した C++ を当時のコンパイラーの出力と比較します。

-[事例を読む](https://rea.tools/showcase/th04/) ·
+[事例を読む](https://rea.tools/ja/showcase/th04/) ·
 [再構築リポジトリ](https://github.com/N0zoM1z0/th04)

 REA で興味深い対象を調べたら、ぜひ共有してください。[issue](https://github.com/morluto/rea/issues) または [pull request](https://github.com/morluto/rea/pulls) に、対象、調べたかったこと、REA がどう役立ったか、何が分かったかを記載してください。
@@ -245,7 +248,7 @@ npx rea-agents@latest setup

 ## ドキュメント

-まずはウェブサイトの[実践ガイド](https://rea.tools/guides/)を参照してください。正確なオプション、前提条件、結果の契約については、以下を参照してください。
+まずはウェブサイトの[実践ガイド](https://rea.tools/ja/guides/)を参照してください。正確なオプション、前提条件、結果の契約については、以下を参照してください。

 - [インストールとセットアップ](docs/installation.md)：エージェントの登録、プロバイダーの設定、更新、アンインストール。
 - [準備状況の確認とトラブルシューティング](docs/installation.md#check-readiness-for-your-task)：特定のエージェントや分析エンジンを診断。
@@ -258,7 +261,7 @@ npx rea-agents@latest setup

 ## スター履歴

-🎉 **GitHub スター 50,000 件、ありがとうございます！**
+🎉 **GitHub スター 90,000 件、ありがとうございます！**

 REA の利用、バグ報告、機能の要望、ビルドのテスト、修正への貢献に感謝します。

@@ -1,6 +1,6 @@
 <div align="center">

-[English](README.md) · [简体中文](README_zh.md) · [繁體中文](README_zh-TW.md) · [日本語](README_ja.md) · **한국어** · [Türkçe](README_tr.md) · [Русский](README_ru.md) · [Tiếng Việt](README_vi.md) · [ไทย](README_th.md) · [Deutsch](README_de.md) · [Español](README_es.md) · [Français](README_fr.md) · [Українська](README_uk.md) · [Polski](README_pl.md) · [Português (Brasil)](README_pt-BR.md) · [العربية](README_ar.md) · [فارسی](README_fa.md) · [Bahasa Indonesia](README_id.md)
+[English](README.md) · [简体中文](README_zh.md) · [繁體中文](README_zh-TW.md) · [日本語](README_ja.md) · **한국어** · [Türkçe](README_tr.md) · [Русский](README_ru.md) · [Tiếng Việt](README_vi.md) · [ไทย](README_th.md) · [Deutsch](README_de.md) · [Español](README_es.md) · [Français](README_fr.md) · [Українська](README_uk.md) · [Polski](README_pl.md) · [Português (Brasil)](README_pt-BR.md) · [العربية](README_ar.md) · [فارسی](README_fa.md) · [Bahasa Indonesia](README_id.md) · [Italiano](README_it.md)

 # REA: 무엇이든 리버스 엔지니어링

@@ -18,7 +18,7 @@

 <a href="https://trendshift.io/repositories/82054?utm_source=repository-badge&amp;utm_medium=badge&amp;utm_campaign=badge-repository-82054" target="_blank" rel="noopener noreferrer"><img src="https://trendshift.io/api/badge/repositories/82054" alt="morluto%2Frea | Trendshift" width="250" height="55"/></a>

-**[웹사이트](https://rea.tools/) · [가이드](https://rea.tools/guides/) · [사례](https://rea.tools/showcase/)**
+**[웹사이트](https://rea.tools/ko/) · [가이드](https://rea.tools/ko/guides/) · [사례](https://rea.tools/ko/showcase/)**

 [빠른 시작](#빠른-시작) · [REA의 작동 방식](#rea의-작동-방식) · [분석할 수 있는 대상](#분석할-수-있는-대상) · [사례](#사례) · [자주 묻는 질문](#자주-묻는-질문) · [문서](#문서)

@@ -54,7 +54,7 @@ REA는 에이전트를 분석 도구에 연결해 네이티브 바이너리, Jav

 설정 과정은 에이전트에 REA를 등록하고 해당 버전에 맞는 워크플로 지침을 설치합니다. 네이티브 분석에는 기존 Hopper 또는 Ghidra 설치를 사용할 수 있습니다. 승인하면 설정 과정에서 Hopper를 설치할 수도 있습니다. 정적 JavaScript 분석에는 두 엔진 모두 필요하지 않습니다.

-> **[REA 웹사이트](https://rea.tools/)**에서 설정 방법, 그림으로 설명한 가이드, 실제 사례를 확인하세요.
+> **[REA 웹사이트](https://rea.tools/ko/)**에서 설정 방법, 그림으로 설명한 가이드, 실제 사례를 확인하세요.

 ## 빠른 시작

@@ -133,15 +133,18 @@ REA에는 Node.js 22.x(>=22.19), 24.x(>=24.11) 또는 26+와 npm이 필요합니

 | 대상                  | REA가 반환하는 내용                                                           | 요구 사항 및 가이드                                                                                                                   |
 | --------------------- | ----------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------- |
-| 네이티브 바이너리     | 의사 코드, 어셈블리, 문자열, 심볼, 호출, 참조                                 | Hopper, Ghidra 또는 IDA; [네이티브 분석](https://rea.tools/guides/native/)                                                            |
+| 네이티브 바이너리     | 의사 코드, 어셈블리, 문자열, 심볼, 호출, 참조                                 | Hopper, Ghidra 또는 IDA; [네이티브 분석](https://rea.tools/ko/guides/native/)                                                         |
 | 오프라인 ELF 레이아웃 | 섹션, 세그먼트, 원본 심볼/재배치 정보, 정적 분석으로 얻은 보안 완화 기법 후보 | Linux x64에서 호출자가 제공하는 pwntools; [바이너리 진단](docs/binary-diagnostics.md)                                                 |
-| EVM 바이트코드        | 디스패치 선택자, 바이트 오프셋, 추론한 인자와 상태 변경 가능 여부             | 로컬 원시 바이트/16진수 입력 파일; [오프라인 EVM 가이드](docs/evm-bytecode.md)                                                        |
-| 기록된 Linux 크래시   | 원시 note 레코드, 기록된 모든 스레드의 레지스터/시그널, 선택적 매핑 후보      | 호출자가 제공하는 pwntools; GDB/pwndbg는 선택 사항; [기록된 크래시](docs/recorded-crashes.md)                                         |
-| JavaScript / Electron | 모듈, 임포트, 소스 맵, 라우트, IPC, 네이티브 애드온 관계                      | Node.js와 npm; [애플리케이션 분석](https://rea.tools/guides/javascript/)                                                              |
-| 웹사이트              | 페이지 구조, 스크립트, 네트워크 관찰 결과, 요청한 스크린샷                    | Chrome 계열 브라우저; [브라우저 분석](https://rea.tools/guides/browser/)                                                              |
+| EVM 바이트코드        | 디스패치 선택자, 바이트 오프셋, 추론한 인자와 상태 변경 가능 여부             | Linux x64의 로컬 원시 바이트/16진수 입력 파일; [오프라인 EVM 가이드](docs/evm-bytecode.md)                                            |
+| 기록된 Linux 크래시   | 원시 note 레코드, 기록된 모든 스레드의 레지스터/시그널, 선택적 매핑 후보      | Linux x64에서 호출자가 제공하는 pwntools; GDB/pwndbg는 선택 사항; [기록된 크래시](docs/recorded-crashes.md)                           |
+| JavaScript / Electron | 모듈, 임포트, 소스 맵, 라우트, IPC, 네이티브 애드온 관계                      | Node.js와 npm; [애플리케이션 분석](https://rea.tools/ko/guides/javascript/)                                                           |
+| 웹사이트              | 페이지 구조, 스크립트, 네트워크 관찰 결과, 요청한 스크린샷                    | Chrome 계열 브라우저; [브라우저 분석](https://rea.tools/ko/guides/browser/)                                                           |
 | 저장된 네트워크 캡처  | 요청, 응답, 접근 가능한 페이로드, 소스 위치                                   | HAR; mitmproxy 네이티브 캡처에는 Linux의 mitmdump; [캡처 가이드](docs/web-network-captures.md)                                        |
 | .NET 어셈블리         | 메타데이터, CIL 명령, 선언된 네이티브 의존성, 빌드 비교                       | 정적 검사; [관리 코드 가이드](docs/managed-code-analysis.md)                                                                          |
-| Android APK           | 매니페스트 선언, 클래스, 디컴파일된 메서드, 참조                              | Linux/macOS의 헤드리스 JADX와 전체 JDK; [Android 가이드](docs/android-analysis.md)                                                    |
+| Android APK           | 매니페스트 선언, 클래스, 디컴파일된 메서드, 참조                              | Linux/macOS/Windows x64의 헤드리스 JADX와 전체 JDK; [Android 가이드](docs/android-analysis.md)                                        |
+| Android 기기          | 기기, 패키지, 프로세스, 로그, 덤프, 화면 캡처, APK/파일 전송                  | 호출자 제공 adb(에뮬레이터 또는 실제 기기); [ADB 가이드](docs/adb-device-analysis.md)                                                 |
+| JEB 프로젝트          | 엔진 기반 프로젝트 유닛, 아티팩트 해시, 타입/메서드 의사코드                  | 호출자가 시작하고 MCP를 제공하는 JEB 클라이언트(REA_JEB_MCP_URL로 선택); [JEB 가이드](docs/jeb-analysis.md)                           |
+| Android 리소스        | 디코딩된 매니페스트, 문자열 테이블, 로캘, 버전 정보                           | 호출자 제공 Apktool 런처; [리소스 가이드](docs/apktool-resource-analysis.md)                                                          |
 | 펌웨어                | 영역, 추출 결과, 네이티브 분석으로 전달할 정보                                | Linux의 Binwalk / Unblob; [펌웨어 가이드](docs/firmware-analysis.md)                                                                  |
 | 패키지 및 리소스      | 파일 목록, 다이제스트, plist, Apple 번들 구조, 추출한 리소스                  | [아티팩트 및 JavaScript 가이드](docs/javascript-artifact-reconstruction.md), [Apple 애플리케이션](docs/apple-application-analysis.md) |
 | 프로세스 동작         | 터미널 출력, 상호작용, 종료 및 파일 시스템 관찰 결과, 실행 비교               | 네이티브 PTY를 지원하는 Linux/macOS; [프로세스 캡처](docs/process-capture.md)                                                         |
@@ -154,26 +157,26 @@ REA에는 Node.js 22.x(>=22.19), 24.x(>=24.11) 또는 26+와 npm이 필요합니

 ## 사례

-[![DX-Ball 사운드 패닝, Notion 클립보드 브리지, TH04 탄환 고리 사례를 보여 주는 그림](docs/assets/rea-showcases.png)](https://rea.tools/showcase/)
+[![DX-Ball 사운드 패닝, Notion 클립보드 브리지, TH04 탄환 고리 사례를 보여 주는 그림](docs/assets/rea-showcases.png)](https://rea.tools/ko/showcase/)

 ### DX-Ball: 사운드 패닝 계산 재구현

 사운드 호출에서 위치를 패닝 값으로 변환하는 보조 함수까지 추적하고, 명령을 검사하여 불완전한 의사 코드를 C로 옮깁니다. 재구현한 코드는 원본 x86에 대한 3,205개 테스트 케이스를 통과했으며, 컴파일된 함수의 63바이트 전체를 재현합니다.

-[사례 읽기](https://rea.tools/showcase/dx-ball/) ·
+[사례 읽기](https://rea.tools/ko/showcase/dx-ball/) ·
 [재구현 저장소](https://github.com/N0zoM1z0/dx-ball)

 ### Notion: Electron 클립보드 브리지 추적

 렌더러의 클립보드 API를 찾고, preload와 IPC를 거쳐 메인 프로세스까지 추적한 뒤, 서식 있는 클립보드 형식을 검사합니다.

-[사례 읽기](https://rea.tools/showcase/notion/)
+[사례 읽기](https://rea.tools/ko/showcase/notion/)

 ### TH04: DOS 원형 탄막 계산 복원

 원본 PC-98 게임의 16비트 명령을 검사하고 고정 각도와 조준 각도의 계산을 복원합니다. 재구현한 C++를 당시 컴파일러의 출력과 비교합니다.

-[사례 읽기](https://rea.tools/showcase/th04/) ·
+[사례 읽기](https://rea.tools/ko/showcase/th04/) ·
 [재구현 저장소](https://github.com/N0zoM1z0/th04)

 REA로 흥미로운 대상을 분석했다면 알려 주세요. [issue](https://github.com/morluto/rea/issues) 또는 [pull request](https://github.com/morluto/rea/pulls)에 대상, 조사하려던 질문, REA가 어떻게 도움이 되었는지, 무엇을 알아냈는지를 담아 공유하세요.
@@ -245,7 +248,7 @@ npx rea-agents@latest setup

 ## 문서

-웹사이트의 [실습 가이드](https://rea.tools/guides/)부터 읽어 보세요. 정확한 옵션, 사전 요구 사항, 결과 계약은 다음 문서를 참고하세요.
+웹사이트의 [실습 가이드](https://rea.tools/ko/guides/)부터 읽어 보세요. 정확한 옵션, 사전 요구 사항, 결과 계약은 다음 문서를 참고하세요.

 - [설치 및 설정](docs/installation.md): 에이전트 등록, 제공자 설정, 업데이트, 제거.
 - [준비 상태 확인 및 문제 해결](docs/installation.md#check-readiness-for-your-task): 특정 에이전트 또는 분석 엔진 진단.
@@ -258,7 +261,7 @@ npx rea-agents@latest setup

 ## 스타 기록

-🎉 **GitHub 스타 50,000개, 감사합니다!**
+🎉 **GitHub 스타 90,000개, 감사합니다!**

 REA를 사용하고, 버그를 보고하고, 기능을 요청하고, 빌드를 테스트하고, 수정에 기여해 주신 모든 분께 감사드립니다.

@@ -1,6 +1,6 @@
 <div align="center">

-[English](README.md) · [简体中文](README_zh.md) · [繁體中文](README_zh-TW.md) · [日本語](README_ja.md) · [한국어](README_ko.md) · [Türkçe](README_tr.md) · [Русский](README_ru.md) · [Tiếng Việt](README_vi.md) · [ไทย](README_th.md) · [Deutsch](README_de.md) · [Español](README_es.md) · [Français](README_fr.md) · [Українська](README_uk.md) · **Polski** · [Português (Brasil)](README_pt-BR.md) · [العربية](README_ar.md) · [فارسی](README_fa.md) · [Bahasa Indonesia](README_id.md)
+[English](README.md) · [简体中文](README_zh.md) · [繁體中文](README_zh-TW.md) · [日本語](README_ja.md) · [한국어](README_ko.md) · [Türkçe](README_tr.md) · [Русский](README_ru.md) · [Tiếng Việt](README_vi.md) · [ไทย](README_th.md) · [Deutsch](README_de.md) · [Español](README_es.md) · [Français](README_fr.md) · [Українська](README_uk.md) · **Polski** · [Português (Brasil)](README_pt-BR.md) · [العربية](README_ar.md) · [فارسی](README_fa.md) · [Bahasa Indonesia](README_id.md) · [Italiano](README_it.md)

 # REA: Reverse Engineer Anything

@@ -18,7 +18,7 @@

 <a href="https://trendshift.io/repositories/82054?utm_source=repository-badge&amp;utm_medium=badge&amp;utm_campaign=badge-repository-82054" target="_blank" rel="noopener noreferrer"><img src="https://trendshift.io/api/badge/repositories/82054" alt="morluto%2Frea | Trendshift" width="250" height="55"/></a>

-**[Strona internetowa](https://rea.tools/) · [Przewodniki](https://rea.tools/guides/) · [Przykłady zastosowań](https://rea.tools/showcase/)**
+**[Strona internetowa](https://rea.tools/pl/) · [Przewodniki](https://rea.tools/pl/guides/) · [Przykłady zastosowań](https://rea.tools/pl/showcase/)**

 [Szybki start](#szybki-start) · [Jak działa REA](#jak-działa-rea) · [Co możesz analizować](#co-możesz-analizować) · [Przykłady zastosowań](#przykłady-zastosowań) · [FAQ](#faq) · [Dokumentacja](#dokumentacja)

@@ -54,7 +54,7 @@ REA łączy Twojego agenta z narzędziami do analizy natywnych plików binarnych

 Konfigurator rejestruje REA w Twoim agencie i instaluje pasujące instrukcje pracy. Analiza kodu natywnego może korzystać z istniejącej instalacji Hoppera lub Ghidry; konfigurator może też zainstalować Hoppera po uzyskaniu zgody. Statyczna analiza JavaScript nie wymaga żadnego z tych silników.

-> **[Odwiedź stronę REA](https://rea.tools/)**, aby znaleźć instrukcje konfiguracji, ilustrowane przewodniki i rzeczywiste studia przypadków.
+> **[Odwiedź stronę REA](https://rea.tools/pl/)**, aby znaleźć instrukcje konfiguracji, ilustrowane przewodniki i rzeczywiste studia przypadków.

 ## Szybki start

@@ -133,15 +133,18 @@ REA wymaga Node.js 22.x (>=22.19), 24.x (>=24.11) lub 26+ oraz npm. Dodatkowe na

 | Cel                                     | Co zwraca REA                                                                                                         | Wymagania i przewodnik                                                                                                                  |
 | --------------------------------------- | --------------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------- |
-| Natywne pliki binarne                   | Pseudokod, kod asemblera, ciągi znaków, symbole, wywołania i odwołania                                                | Hopper, Ghidra lub IDA; [analiza kodu natywnego](https://rea.tools/guides/native/)                                                      |
+| Natywne pliki binarne                   | Pseudokod, kod asemblera, ciągi znaków, symbole, wywołania i odwołania                                                | Hopper, Ghidra lub IDA; [analiza kodu natywnego](https://rea.tools/pl/guides/native/)                                                   |
 | Układ pliku ELF w trybie offline        | Sekcje, segmenty, oryginalne symbole/relokacje i potencjalne mechanizmy zabezpieczeń wskazane przez analizę statyczną | pwntools dostarczone przez użytkownika w systemie Linux x64; [diagnostyka plików binarnych](docs/binary-diagnostics.md)                 |
-| Kod bajtowy EVM                         | Selektory wywołań, przesunięcia bajtowe, wywnioskowane argumenty i mutowalność                                        | Lokalny plik z surowymi bajtami lub zapisem szesnastkowym; [przewodnik EVM offline](docs/evm-bytecode.md)                               |
-| Zarejestrowane awarie systemu Linux     | Surowe rekordy note, rejestry/sygnały każdego zarejestrowanego wątku i opcjonalni kandydaci na mapowania              | pwntools dostarczone przez użytkownika; opcjonalnie GDB/pwndbg; [zarejestrowane awarie](docs/recorded-crashes.md)                       |
-| JavaScript / Electron                   | Moduły, importy, mapy źródeł, trasy, IPC i powiązania z natywnymi dodatkami                                           | Node.js i npm; [analiza aplikacji](https://rea.tools/guides/javascript/)                                                                |
-| Strony internetowe                      | Struktura strony, skrypty, obserwacje sieciowe i zamówione zrzuty ekranu                                              | Przeglądarka z rodziny Chrome; [analiza w przeglądarce](https://rea.tools/guides/browser/)                                              |
+| Kod bajtowy EVM                         | Selektory wywołań, przesunięcia bajtowe, wywnioskowane argumenty i mutowalność                                        | Lokalny plik z surowymi bajtami lub zapisem szesnastkowym w systemie Linux x64; [przewodnik EVM offline](docs/evm-bytecode.md)          |
+| Zarejestrowane awarie systemu Linux     | Surowe rekordy note, rejestry/sygnały każdego zarejestrowanego wątku i opcjonalni kandydaci na mapowania              | pwntools dostarczone przez użytkownika w systemie Linux x64; opcjonalnie GDB/pwndbg; [zarejestrowane awarie](docs/recorded-crashes.md)  |
+| JavaScript / Electron                   | Moduły, importy, mapy źródeł, trasy, IPC i powiązania z natywnymi dodatkami                                           | Node.js i npm; [analiza aplikacji](https://rea.tools/pl/guides/javascript/)                                                             |
+| Strony internetowe                      | Struktura strony, skrypty, obserwacje sieciowe i zamówione zrzuty ekranu                                              | Przeglądarka z rodziny Chrome; [analiza w przeglądarce](https://rea.tools/pl/guides/browser/)                                           |
 | Zapisane przechwycenia ruchu sieciowego | Żądania, odpowiedzi, dostępne dane przesyłane i lokalizacje źródłowe                                                  | HAR; mitmdump w systemie Linux dla natywnych przechwyceń mitmproxy; [przewodnik przechwytywania](docs/web-network-captures.md)          |
 | Zestawy .NET                            | Metadane, instrukcje CIL, zadeklarowane zależności natywne i porównania kompilacji                                    | Analiza statyczna; [przewodnik kodu zarządzanego](docs/managed-code-analysis.md)                                                        |
-| Pakiety APK dla Androida                | Deklaracje manifestu, klasy, zdekompilowane metody i odwołania                                                        | JADX bez interfejsu graficznego i pełny JDK w systemie Linux/macOS; [przewodnik Androida](docs/android-analysis.md)                     |
+| Pakiety APK dla Androida                | Deklaracje manifestu, klasy, zdekompilowane metody i odwołania                                                        | JADX bez interfejsu graficznego i pełny JDK w systemach Linux/macOS/Windows x64; [przewodnik Androida](docs/android-analysis.md)        |
+| Urządzenia z Androidem                  | Urządzenia, pakiety, procesy, logi, zrzuty, zrzuty ekranu oraz transfery APK/plików                                   | adb dostarczony przez wywołującego (emulator lub urządzenie); [przewodnik ADB](docs/adb-device-analysis.md)                             |
+| Projekty JEB                            | Jednostki projektu obsługiwane przez silnik, skróty artefaktów i pseudokod typów/metod                                | Uruchomiony przez wywołującego klient JEB udostępniający MCP, wybrany przez REA_JEB_MCP_URL; [przewodnik JEB](docs/jeb-analysis.md)     |
+| Zasoby Androida                         | Zdekodowany manifest, tablice ciągów, języki i informacje o wersji                                                    | Należący do wywołującego launcher Apktool; [przewodnik zasobów](docs/apktool-resource-analysis.md)                                      |
 | Oprogramowanie układowe                 | Regiony, wyniki wyodrębniania i przekazanie do analizy kodu natywnego                                                 | Binwalk / Unblob w systemie Linux; [przewodnik oprogramowania układowego](docs/firmware-analysis.md)                                    |
 | Pakiety i zasoby                        | Spisy plików, skróty, pliki plist, struktura pakietów Apple i wyodrębnione zasoby                                     | [Przewodnik artefaktów i JavaScript](docs/javascript-artifact-reconstruction.md), [aplikacje Apple](docs/apple-application-analysis.md) |
 | Zachowanie procesów                     | Wyjście terminala, interakcje, obserwacje zakończenia i systemu plików oraz porównania uruchomień                     | Linux/macOS z natywnym PTY; [przechwytywanie procesów](docs/process-capture.md)                                                         |
@@ -154,25 +157,25 @@ Obsługiwane formaty natywne i platformy zależą od dostawcy analizy. Zobacz [k

 ## Przykłady zastosowań

-[![Ilustracje studiów przypadku panoramowania dźwięku w DX-Ball, mostka schowka w Notion i pierścienia pocisków w TH04](docs/assets/rea-showcases.png)](https://rea.tools/showcase/)
+[![Ilustracje studiów przypadku panoramowania dźwięku w DX-Ball, mostka schowka w Notion i pierścienia pocisków w TH04](docs/assets/rea-showcases.png)](https://rea.tools/pl/showcase/)

 ### DX-Ball: odtworzenie obliczania panoramy dźwięku

 Prześledź wywołanie dźwięku do funkcji pomocniczej przeliczającej pozycję na panoramę, sprawdź instrukcje i przekształć niepełny pseudokod w C. Odtworzona implementacja przechodzi 3 205 przypadków dla oryginalnego x86 i odtwarza wszystkie 63 bajty skompilowanej funkcji.

-[Przeczytaj studium przypadku](https://rea.tools/showcase/dx-ball/) · [Repozytorium odtworzonej implementacji](https://github.com/N0zoM1z0/dx-ball)
+[Przeczytaj studium przypadku](https://rea.tools/pl/showcase/dx-ball/) · [Repozytorium odtworzonej implementacji](https://github.com/N0zoM1z0/dx-ball)

 ### Notion: śledzenie mostu schowka w Electron

 Znajdź API schowka w procesie renderującym, prześledź je przez preload i IPC do procesu głównego, a następnie sprawdź format schowka wraz z danymi formatowania.

-[Przeczytaj studium przypadku](https://rea.tools/showcase/notion/)
+[Przeczytaj studium przypadku](https://rea.tools/pl/showcase/notion/)

 ### TH04: odtworzenie obliczania pierścienia pocisków w DOS-ie

 Sprawdź 16-bitowe instrukcje oryginalnej gry na PC-98, odtwórz obliczenia kątów stałych i skierowanych na cel oraz porównaj odtworzony C++ z wynikiem historycznego kompilatora.

-[Przeczytaj studium przypadku](https://rea.tools/showcase/th04/) · [Repozytorium odtworzonej implementacji](https://github.com/N0zoM1z0/th04)
+[Przeczytaj studium przypadku](https://rea.tools/pl/showcase/th04/) · [Repozytorium odtworzonej implementacji](https://github.com/N0zoM1z0/th04)

 Jeśli użyłeś REA do czegoś ciekawego, chętnie to zobaczymy. Opisz swój przypadek w [zgłoszeniu](https://github.com/morluto/rea/issues) lub [pull requeście](https://github.com/morluto/rea/pulls), podając cel analizy, pytanie, sposób, w jaki REA pomogło, i swoje ustalenia.

@@ -243,7 +246,7 @@ Jeśli używasz agenta, wykonaj [odświeżenie konfiguracji](#zaktualizuj-rea) i

 ## Dokumentacja

-Zacznij od [przewodników z przykładami](https://rea.tools/guides/) na stronie internetowej. Dokładne opcje, wymagania wstępne i kontrakty wyników opisano tutaj:
+Zacznij od [przewodników z przykładami](https://rea.tools/pl/guides/) na stronie internetowej. Dokładne opcje, wymagania wstępne i kontrakty wyników opisano tutaj:

 - [Instalacja i konfiguracja](docs/installation.md): rejestracja agentów, konfiguracja dostawców analizy, aktualizacje i odinstalowanie.
 - [Gotowość i rozwiązywanie problemów](docs/installation.md#check-readiness-for-your-task): diagnostyka jednego agenta lub silnika analizy.
@@ -256,7 +259,7 @@ Zgłaszaj podatności zgodnie z [SECURITY.md](SECURITY.md).

 ## Historia gwiazdek

-🎉 **50 000 gwiazdek na GitHubie — dziękujemy!**
+🎉 **90 000 gwiazdek na GitHubie — dziękujemy!**

 Dziękujemy wszystkim, którzy używają REA, zgłaszają błędy, proponują nowe funkcje, testują kompilacje i przesyłają poprawki.

@@ -1,6 +1,6 @@
 <div align="center">

-[English](README.md) · [简体中文](README_zh.md) · [繁體中文](README_zh-TW.md) · [日本語](README_ja.md) · [한국어](README_ko.md) · [Türkçe](README_tr.md) · [Русский](README_ru.md) · [Tiếng Việt](README_vi.md) · [ไทย](README_th.md) · [Deutsch](README_de.md) · [Español](README_es.md) · [Français](README_fr.md) · [Українська](README_uk.md) · [Polski](README_pl.md) · **Português (Brasil)** · [العربية](README_ar.md) · [فارسی](README_fa.md) · [Bahasa Indonesia](README_id.md)
+[English](README.md) · [简体中文](README_zh.md) · [繁體中文](README_zh-TW.md) · [日本語](README_ja.md) · [한국어](README_ko.md) · [Türkçe](README_tr.md) · [Русский](README_ru.md) · [Tiếng Việt](README_vi.md) · [ไทย](README_th.md) · [Deutsch](README_de.md) · [Español](README_es.md) · [Français](README_fr.md) · [Українська](README_uk.md) · [Polski](README_pl.md) · **Português (Brasil)** · [العربية](README_ar.md) · [فارسی](README_fa.md) · [Bahasa Indonesia](README_id.md) · [Italiano](README_it.md)

 # REA: Faça engenharia reversa de qualquer coisa

@@ -18,7 +18,7 @@

 <a href="https://trendshift.io/repositories/82054?utm_source=repository-badge&amp;utm_medium=badge&amp;utm_campaign=badge-repository-82054" target="_blank" rel="noopener noreferrer"><img src="https://trendshift.io/api/badge/repositories/82054" alt="morluto%2Frea | Trendshift" width="250" height="55"/></a>

-**[Site](https://rea.tools/) · [Guias](https://rea.tools/guides/) · [Casos de uso](https://rea.tools/showcase/)**
+**[Site](https://rea.tools/pt-BR/) · [Guias](https://rea.tools/pt-BR/guides/) · [Casos de uso](https://rea.tools/pt-BR/showcase/)**

 [Início rápido](#início-rápido) · [Como o REA funciona](#como-o-rea-funciona) · [O que você pode analisar](#o-que-você-pode-analisar) · [Casos de uso](#casos-de-uso) · [Perguntas frequentes](#perguntas-frequentes) · [Documentação](#documentação)

@@ -54,7 +54,7 @@ O REA conecta seu agente a ferramentas para inspecionar binários nativos, aplic

 A configuração registra o REA no seu agente e instala as instruções de fluxo de trabalho correspondentes. A análise nativa pode usar uma instalação existente do Hopper ou do Ghidra; a configuração também pode instalar o Hopper opcionalmente, mediante aprovação. A análise estática de JavaScript não precisa de nenhum dos dois motores.

-> **[Visite o site do REA](https://rea.tools/)** para instruções de configuração, guias ilustrados e estudos de caso reais.
+> **[Visite o site do REA](https://rea.tools/pt-BR/)** para instruções de configuração, guias ilustrados e estudos de caso reais.

 ## Início rápido

@@ -133,15 +133,18 @@ O REA requer Node.js 22.x (>=22.19), 24.x (>=24.11) ou 26+, além do npm. As fer

 | Alvo                        | O que o REA retorna                                                                                                     | Requisitos e guia                                                                                                                     |
 | --------------------------- | ----------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------- |
-| Binários nativos            | Pseudocódigo, assembly, strings, símbolos, chamadas e referências                                                       | Hopper, Ghidra ou IDA; [análise nativa](https://rea.tools/guides/native/)                                                             |
+| Binários nativos            | Pseudocódigo, assembly, strings, símbolos, chamadas e referências                                                       | Hopper, Ghidra ou IDA; [análise nativa](https://rea.tools/pt-BR/guides/native/)                                                       |
 | Estrutura ELF sem execução  | Seções, segmentos, símbolos/relocações originais e possíveis mecanismos de mitigação identificados por análise estática | pwntools fornecido pelo chamador no Linux x64; [diagnóstico de binários](docs/binary-diagnostics.md)                                  |
-| Bytecode EVM                | Seletores de despacho, offsets de bytes, argumentos inferidos e mutabilidade                                            | Entrada local com bytes brutos ou representação hexadecimal; [guia de EVM sem execução](docs/evm-bytecode.md)                         |
-| Falhas do Linux registradas | Registros note brutos, registradores/sinais de cada thread registrada e candidatos opcionais a mapeamentos              | pwntools fornecido pelo chamador; GDB/pwndbg opcionais; [falhas registradas](docs/recorded-crashes.md)                                |
-| JavaScript / Electron       | Módulos, importações, source maps, rotas, IPC e relações com complementos nativos                                       | Node.js e npm; [análise de aplicativos](https://rea.tools/guides/javascript/)                                                         |
-| Sites                       | Estrutura da página, scripts, observações de rede e capturas de tela solicitadas                                        | Um navegador da família Chrome; [análise do navegador](https://rea.tools/guides/browser/)                                             |
+| Bytecode EVM                | Seletores de despacho, offsets de bytes, argumentos inferidos e mutabilidade                                            | Entrada local com bytes brutos ou representação hexadecimal no Linux x64; [guia de EVM sem execução](docs/evm-bytecode.md)            |
+| Falhas do Linux registradas | Registros note brutos, registradores/sinais de cada thread registrada e candidatos opcionais a mapeamentos              | pwntools fornecido pelo chamador no Linux x64; GDB/pwndbg opcionais; [falhas registradas](docs/recorded-crashes.md)                   |
+| JavaScript / Electron       | Módulos, importações, source maps, rotas, IPC e relações com complementos nativos                                       | Node.js e npm; [análise de aplicativos](https://rea.tools/pt-BR/guides/javascript/)                                                   |
+| Sites                       | Estrutura da página, scripts, observações de rede e capturas de tela solicitadas                                        | Um navegador da família Chrome; [análise do navegador](https://rea.tools/pt-BR/guides/browser/)                                       |
 | Capturas de rede salvas     | Requisições, respostas, payloads acessíveis e localizações de origem                                                    | HAR; mitmdump no Linux para capturas no formato nativo do mitmproxy; [guia de capturas](docs/web-network-captures.md)                 |
 | Assemblies .NET             | Metadados, instruções CIL, dependências nativas declaradas e comparações de builds                                      | Inspeção estática; [guia de código gerenciado](docs/managed-code-analysis.md)                                                         |
-| APKs Android                | Declarações do manifesto, classes, métodos descompilados e referências                                                  | JADX sem interface gráfica e um JDK completo no Linux/macOS; [guia de Android](docs/android-analysis.md)                              |
+| APKs Android                | Declarações do manifesto, classes, métodos descompilados e referências                                                  | JADX sem interface gráfica e um JDK completo no Linux/macOS/Windows x64; [guia de Android](docs/android-analysis.md)                  |
+| Dispositivos Android        | Dispositivos, pacotes, processos, logs, despejos, capturas de tela e transferências de APK/arquivos                     | adb fornecido pelo chamador (emulador ou aparelho); [guia de ADB](docs/adb-device-analysis.md)                                        |
+| Projetos JEB                | Unidades de projeto do motor, hashes de artefatos e pseudocódigo de tipos/métodos                                       | Um cliente JEB iniciado pelo chamador servindo MCP, selecionado com REA_JEB_MCP_URL; [guia de JEB](docs/jeb-analysis.md)              |
+| Recursos do Android         | Manifesto decodificado, tabelas de strings, idiomas e fatos de versão                                                   | Lançador do Apktool fornecido pelo chamador; [guia de recursos](docs/apktool-resource-analysis.md)                                    |
 | Firmware                    | Regiões, resultados de extração e encaminhamentos à análise nativa                                                      | Binwalk / Unblob no Linux; [guia de firmware](docs/firmware-analysis.md)                                                              |
 | Pacotes e recursos          | Inventários de arquivos, digests, plists, estrutura de bundles Apple e recursos extraídos                               | [Guia de artefatos e JavaScript](docs/javascript-artifact-reconstruction.md), [aplicativos Apple](docs/apple-application-analysis.md) |
 | Comportamento de processos  | Saída do terminal, interações, observações de encerramento e do sistema de arquivos, e comparações entre execuções      | Linux/macOS com PTY nativo; [captura de processos](docs/process-capture.md)                                                           |
@@ -154,25 +157,25 @@ Os formatos nativos e os sistemas anfitriões compatíveis variam por provedor.

 ## Casos de uso

-[![Ilustrações dos estudos de panoramização de áudio do DX-Ball, da ponte da área de transferência do Notion e do anel de projéteis do TH04](docs/assets/rea-showcases.png)](https://rea.tools/showcase/)
+[![Ilustrações dos estudos de panoramização de áudio do DX-Ball, da ponte da área de transferência do Notion e do anel de projéteis do TH04](docs/assets/rea-showcases.png)](https://rea.tools/pt-BR/showcase/)

 ### DX-Ball: reconstruir um cálculo de panorâmica de áudio

 Siga uma chamada de áudio até a função auxiliar que converte posição em panorâmica, inspecione as instruções e transforme pseudocódigo incompleto em C. A reconstrução passa em 3.205 casos com o x86 original e reproduz todos os 63 bytes da função compilada.

-[Leia o estudo de caso](https://rea.tools/showcase/dx-ball/) · [Repositório da reconstrução](https://github.com/N0zoM1z0/dx-ball)
+[Leia o estudo de caso](https://rea.tools/pt-BR/showcase/dx-ball/) · [Repositório da reconstrução](https://github.com/N0zoM1z0/dx-ball)

 ### Notion: rastrear a ponte da área de transferência do Electron

 Encontre a API da área de transferência do renderizador, siga-a por preload e IPC até o processo principal e inspecione o formato da área de transferência com seus dados de formatação.

-[Leia o estudo de caso](https://rea.tools/showcase/notion/)
+[Leia o estudo de caso](https://rea.tools/pt-BR/showcase/notion/)

 ### TH04: recuperar o cálculo de um anel de projéteis no DOS

 Inspecione as instruções de 16 bits do jogo original para PC-98, recupere os cálculos de ângulos fixos e direcionados e compare o C++ reconstruído com a saída do compilador da época.

-[Leia o estudo de caso](https://rea.tools/showcase/th04/) · [Repositório da reconstrução](https://github.com/N0zoM1z0/th04)
+[Leia o estudo de caso](https://rea.tools/pt-BR/showcase/th04/) · [Repositório da reconstrução](https://github.com/N0zoM1z0/th04)

 Se você usou o REA em algo interessante, gostaríamos de conhecer. Compartilhe seu caso em uma [issue](https://github.com/morluto/rea/issues) ou um [pull request](https://github.com/morluto/rea/pulls), incluindo o alvo, sua pergunta, como o REA ajudou e o que descobriu.

@@ -243,7 +246,7 @@ Se você usa um agente, conclua a [atualização da configuração](#atualize-o-

 ## Documentação

-Comece pelos [guias práticos](https://rea.tools/guides/) do site. Para opções exatas, pré-requisitos e contratos dos resultados:
+Comece pelos [guias práticos](https://rea.tools/pt-BR/guides/) do site. Para opções exatas, pré-requisitos e contratos dos resultados:

 - [Instalação e configuração](docs/installation.md): registro de agentes, configuração de provedores, atualizações e desinstalação.
 - [Prontidão e solução de problemas](docs/installation.md#check-readiness-for-your-task): diagnóstico de um agente ou motor de análise específico.
@@ -256,7 +259,7 @@ Relate vulnerabilidades conforme [SECURITY.md](SECURITY.md).

 ## Histórico de estrelas

-🎉 **50.000 estrelas no GitHub — muito obrigado!**
+🎉 **90.000 estrelas no GitHub — muito obrigado!**

 Obrigado a todos que usam o REA, relatam bugs, sugerem funcionalidades, testam builds e contribuem com correções.

@@ -1,6 +1,6 @@
 <div align="center">

-[English](README.md) · [简体中文](README_zh.md) · [繁體中文](README_zh-TW.md) · [日本語](README_ja.md) · [한국어](README_ko.md) · [Türkçe](README_tr.md) · **Русский** · [Tiếng Việt](README_vi.md) · [ไทย](README_th.md) · [Deutsch](README_de.md) · [Español](README_es.md) · [Français](README_fr.md) · [Українська](README_uk.md) · [Polski](README_pl.md) · [Português (Brasil)](README_pt-BR.md) · [العربية](README_ar.md) · [فارسی](README_fa.md) · [Bahasa Indonesia](README_id.md)
+[English](README.md) · [简体中文](README_zh.md) · [繁體中文](README_zh-TW.md) · [日本語](README_ja.md) · [한국어](README_ko.md) · [Türkçe](README_tr.md) · **Русский** · [Tiếng Việt](README_vi.md) · [ไทย](README_th.md) · [Deutsch](README_de.md) · [Español](README_es.md) · [Français](README_fr.md) · [Українська](README_uk.md) · [Polski](README_pl.md) · [Português (Brasil)](README_pt-BR.md) · [العربية](README_ar.md) · [فارسی](README_fa.md) · [Bahasa Indonesia](README_id.md) · [Italiano](README_it.md)

 # REA: Реверс-инжиниринг чего угодно

@@ -18,7 +18,7 @@

 <a href="https://trendshift.io/repositories/82054?utm_source=repository-badge&amp;utm_medium=badge&amp;utm_campaign=badge-repository-82054" target="_blank" rel="noopener noreferrer"><img src="https://trendshift.io/api/badge/repositories/82054" alt="morluto%2Frea | Trendshift" width="250" height="55"/></a>

-**[Сайт](https://rea.tools/) · [Руководства](https://rea.tools/guides/) · [Примеры](https://rea.tools/showcase/)**
+**[Сайт](https://rea.tools/ru/) · [Руководства](https://rea.tools/ru/guides/) · [Примеры](https://rea.tools/ru/showcase/)**

 [Быстрый старт](#быстрый-старт) · [Как работает REA](#как-работает-rea) · [Что можно анализировать](#что-можно-анализировать) · [Примеры](#примеры) · [Частые вопросы](#частые-вопросы) · [Документация](#документация)

@@ -54,7 +54,7 @@ REA подключает вашего агента к инструментам

 Настройка регистрирует REA в вашем агенте и устанавливает соответствующие инструкции по работе. Для нативного анализа можно использовать уже установленный Hopper или Ghidra; настройка также может установить Hopper с вашего согласия. Для статического анализа JavaScript не нужен ни один из этих движков.

-> **[Посетите сайт REA](https://rea.tools/)**: там есть инструкции по настройке, иллюстрированные руководства и реальные исследования.
+> **[Посетите сайт REA](https://rea.tools/ru/)**: там есть инструкции по настройке, иллюстрированные руководства и реальные исследования.

 ## Быстрый старт

@@ -133,15 +133,18 @@ REA требует Node.js 22.x (>=22.19), 24.x (>=24.11) или 26+, а так

 | Цель                        | Что возвращает REA                                                                                                         | Требования и руководство                                                                                                                     |
 | --------------------------- | -------------------------------------------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------- |
-| Нативные бинарные файлы     | Псевдокод, ассемблер, строки, символы, вызовы и ссылки                                                                     | Hopper, Ghidra или IDA; [нативный анализ](https://rea.tools/guides/native/)                                                                  |
+| Нативные бинарные файлы     | Псевдокод, ассемблер, строки, символы, вызовы и ссылки                                                                     | Hopper, Ghidra или IDA; [нативный анализ](https://rea.tools/ru/guides/native/)                                                               |
 | Структура ELF без запуска   | Секции, сегменты, исходные символы/релокации и возможные механизмы защиты по данным статического анализа                   | pwntools, предоставленный вызывающей стороной, в Linux x64; [диагностика бинарных файлов](docs/binary-diagnostics.md)                        |
-| Байт-код EVM                | Селекторы диспетчеризации, смещения байтов, предполагаемые аргументы и изменяемость состояния                              | Локальные необработанные байты или шестнадцатеричное представление; [руководство по EVM без запуска](docs/evm-bytecode.md)                   |
-| Записанные сбои Linux       | Необработанные записи note, регистры/сигналы каждого записанного потока и необязательные кандидаты сопоставления с памятью | pwntools, предоставленный вызывающей стороной; необязательные GDB/pwndbg; [записанные сбои](docs/recorded-crashes.md)                        |
-| JavaScript / Electron       | Модули, импорты, карты исходного кода, маршруты, IPC и связи с нативными дополнениями                                      | Node.js и npm; [анализ приложений](https://rea.tools/guides/javascript/)                                                                     |
-| Сайты                       | Структура страницы, скрипты, наблюдения за сетью и запрошенные снимки экрана                                               | Браузер семейства Chrome; [анализ браузера](https://rea.tools/guides/browser/)                                                               |
+| Байт-код EVM                | Селекторы диспетчеризации, смещения байтов, предполагаемые аргументы и изменяемость состояния                              | Локальные необработанные байты или шестнадцатеричное представление в Linux x64; [руководство по EVM без запуска](docs/evm-bytecode.md)       |
+| Записанные сбои Linux       | Необработанные записи note, регистры/сигналы каждого записанного потока и необязательные кандидаты сопоставления с памятью | pwntools, предоставленный вызывающей стороной, в Linux x64; необязательные GDB/pwndbg; [записанные сбои](docs/recorded-crashes.md)           |
+| JavaScript / Electron       | Модули, импорты, карты исходного кода, маршруты, IPC и связи с нативными дополнениями                                      | Node.js и npm; [анализ приложений](https://rea.tools/ru/guides/javascript/)                                                                  |
+| Сайты                       | Структура страницы, скрипты, наблюдения за сетью и запрошенные снимки экрана                                               | Браузер семейства Chrome; [анализ браузера](https://rea.tools/ru/guides/browser/)                                                            |
 | Сохранённые сетевые захваты | Запросы, ответы, доступные полезные данные и позиции в источнике                                                           | HAR; mitmdump в Linux для захватов в собственном формате mitmproxy; [руководство по сетевым захватам](docs/web-network-captures.md)          |
 | Сборки .NET                 | Метаданные, инструкции CIL, объявленные нативные зависимости и сравнения сборок                                            | Статическое исследование; [руководство по управляемому коду](docs/managed-code-analysis.md)                                                  |
-| Android APK                 | Объявления манифеста, классы, декомпилированные методы и ссылки                                                            | JADX без графического интерфейса и полный JDK в Linux/macOS; [руководство по Android](docs/android-analysis.md)                              |
+| Android APK                 | Объявления манифеста, классы, декомпилированные методы и ссылки                                                            | JADX без графического интерфейса и полный JDK в Linux/macOS/Windows x64; [руководство по Android](docs/android-analysis.md)                  |
+| Устройства Android          | Устройства, пакеты, процессы, журналы, дампы, снимки экрана и передача APK/файлов                                          | adb, предоставленный вызывающей стороной (эмулятор или устройство); [руководство по ADB](docs/adb-device-analysis.md)                        |
+| Проекты JEB                 | Единицы проекта от движка, дайджесты артефактов и псевдокод типов/методов                                                  | Запущенный вызывающей стороной клиент JEB с интерфейсом MCP, выбирается через REA_JEB_MCP_URL; [руководство по JEB](docs/jeb-analysis.md)    |
+| Ресурсы Android             | Декодированный манифест, таблицы строк, языки и сведения о версии                                                          | Запуск Apktool, предоставленный вызывающей стороной; [руководство по ресурсам](docs/apktool-resource-analysis.md)                            |
 | Прошивки                    | Области, результаты извлечения и передача в нативный анализ                                                                | Binwalk / Unblob в Linux; [руководство по прошивкам](docs/firmware-analysis.md)                                                              |
 | Пакеты и ресурсы            | Списки файлов, хеши, plist, структура пакетов Apple и извлечённые ресурсы                                                  | [Руководство по артефактам и JavaScript](docs/javascript-artifact-reconstruction.md), [приложения Apple](docs/apple-application-analysis.md) |
 | Поведение процессов         | Вывод терминала, взаимодействия, наблюдения за завершением и файловой системой, сравнения запусков                         | Linux/macOS с нативным PTY; [захват процессов](docs/process-capture.md)                                                                      |
@@ -154,25 +157,25 @@ REA требует Node.js 22.x (>=22.19), 24.x (>=24.11) или 26+, а так

 ## Примеры

-[![Иллюстрации примеров панорамирования звука в DX-Ball, моста буфера обмена Notion и кольца пуль в TH04](docs/assets/rea-showcases.png)](https://rea.tools/showcase/)
+[![Иллюстрации примеров панорамирования звука в DX-Ball, моста буфера обмена Notion и кольца пуль в TH04](docs/assets/rea-showcases.png)](https://rea.tools/ru/showcase/)

 ### DX-Ball: восстановление расчёта звуковой панорамы

 Проследите звуковой вызов до функции, преобразующей координату в значение панорамы, изучите инструкции и превратите неполный псевдокод в C. Восстановленная реализация проходит 3 205 тестов с исходным x86-кодом и воспроизводит все 63 байта скомпилированной функции.

-[Прочитать исследование](https://rea.tools/showcase/dx-ball/) · [Репозиторий реконструкции](https://github.com/N0zoM1z0/dx-ball)
+[Прочитать исследование](https://rea.tools/ru/showcase/dx-ball/) · [Репозиторий реконструкции](https://github.com/N0zoM1z0/dx-ball)

 ### Notion: исследование моста буфера обмена Electron

 Найдите API буфера обмена в процессе рендеринга, проследите его через preload и IPC до основного процесса и изучите формат буфера обмена с форматированием.

-[Прочитать исследование](https://rea.tools/showcase/notion/)
+[Прочитать исследование](https://rea.tools/ru/showcase/notion/)

 ### TH04: восстановление расчёта кольца пуль в DOS

 Изучите 16-битные инструкции оригинальной игры для PC-98, восстановите расчёты фиксированных и прицельных углов и сравните восстановленный C++ с выводом компилятора того времени.

-[Прочитать исследование](https://rea.tools/showcase/th04/) · [Репозиторий реконструкции](https://github.com/N0zoM1z0/th04)
+[Прочитать исследование](https://rea.tools/ru/showcase/th04/) · [Репозиторий реконструкции](https://github.com/N0zoM1z0/th04)

 Если вы исследовали с REA что-то интересное, поделитесь результатом. Создайте [issue](https://github.com/morluto/rea/issues) или [pull request](https://github.com/morluto/rea/pulls) и укажите цель, ваш вопрос, как помог REA и что удалось узнать.

@@ -243,7 +246,7 @@ npx rea-agents@latest setup

 ## Документация

-Начните с [практических руководств](https://rea.tools/guides/) на сайте. Точные параметры, требования и контракты результатов описаны здесь:
+Начните с [практических руководств](https://rea.tools/ru/guides/) на сайте. Точные параметры, требования и контракты результатов описаны здесь:

 - [Установка и настройка](docs/installation.md): регистрация агентов, настройка провайдеров, обновление и удаление.
 - [Готовность и устранение неполадок](docs/installation.md#check-readiness-for-your-task): диагностика конкретного агента или движка анализа.
@@ -256,7 +259,7 @@ npx rea-agents@latest setup

 ## История звёзд

-🎉 **50 000 звёзд на GitHub — спасибо!**
+🎉 **90 000 звёзд на GitHub — спасибо!**

 Спасибо всем, кто использует REA, сообщает об ошибках, предлагает новые функции, тестирует сборки и помогает с исправлениями.

@@ -1,6 +1,6 @@
 <div align="center">

-[English](README.md) · [简体中文](README_zh.md) · [繁體中文](README_zh-TW.md) · [日本語](README_ja.md) · [한국어](README_ko.md) · [Türkçe](README_tr.md) · [Русский](README_ru.md) · [Tiếng Việt](README_vi.md) · **ไทย** · [Deutsch](README_de.md) · [Español](README_es.md) · [Français](README_fr.md) · [Українська](README_uk.md) · [Polski](README_pl.md) · [Português (Brasil)](README_pt-BR.md) · [العربية](README_ar.md) · [فارسی](README_fa.md) · [Bahasa Indonesia](README_id.md)
+[English](README.md) · [简体中文](README_zh.md) · [繁體中文](README_zh-TW.md) · [日本語](README_ja.md) · [한국어](README_ko.md) · [Türkçe](README_tr.md) · [Русский](README_ru.md) · [Tiếng Việt](README_vi.md) · **ไทย** · [Deutsch](README_de.md) · [Español](README_es.md) · [Français](README_fr.md) · [Українська](README_uk.md) · [Polski](README_pl.md) · [Português (Brasil)](README_pt-BR.md) · [العربية](README_ar.md) · [فارسی](README_fa.md) · [Bahasa Indonesia](README_id.md) · [Italiano](README_it.md)

 # REA: Reverse Engineer Anything

@@ -18,7 +18,7 @@

 <a href="https://trendshift.io/repositories/82054?utm_source=repository-badge&amp;utm_medium=badge&amp;utm_campaign=badge-repository-82054" target="_blank" rel="noopener noreferrer"><img src="https://trendshift.io/api/badge/repositories/82054" alt="morluto%2Frea | Trendshift" width="250" height="55"/></a>

-**[เว็บไซต์](https://rea.tools/) · [คู่มือ](https://rea.tools/guides/) · [ตัวอย่างการใช้งาน](https://rea.tools/showcase/)**
+**[เว็บไซต์](https://rea.tools/th/) · [คู่มือ](https://rea.tools/th/guides/) · [ตัวอย่างการใช้งาน](https://rea.tools/th/showcase/)**

 [เริ่มต้นอย่างรวดเร็ว](#เริ่มต้นอย่างรวดเร็ว) · [REA ทำงานอย่างไร](#rea-ทำงานอย่างไร) · [สิ่งที่วิเคราะห์ได้](#สิ่งที่วิเคราะห์ได้) · [ตัวอย่างการใช้งาน](#ตัวอย่างการใช้งาน) · [คำถามที่พบบ่อย](#คำถามที่พบบ่อย) · [เอกสาร](#เอกสาร)

@@ -54,7 +54,7 @@ REA เชื่อมเอเจนต์ของคุณกับเคร

 ขั้นตอนตั้งค่าจะลงทะเบียน REA กับเอเจนต์และติดตั้งคำแนะนำการทำงานที่ตรงกัน การวิเคราะห์เนทีฟใช้ Hopper หรือ Ghidra ที่ติดตั้งอยู่แล้วได้ และขั้นตอนตั้งค่าสามารถติดตั้ง Hopper เพิ่มเติมเมื่อได้รับอนุมัติ การวิเคราะห์ JavaScript แบบสถิตไม่ต้องใช้เอนจินทั้งสองนี้

-> **[เยี่ยมชมเว็บไซต์ REA](https://rea.tools/)** เพื่อดูคำแนะนำการตั้งค่า คู่มือพร้อมภาพประกอบ และกรณีศึกษาจริง
+> **[เยี่ยมชมเว็บไซต์ REA](https://rea.tools/th/)** เพื่อดูคำแนะนำการตั้งค่า คู่มือพร้อมภาพประกอบ และกรณีศึกษาจริง

 ## เริ่มต้นอย่างรวดเร็ว

@@ -133,15 +133,18 @@ REA ต้องใช้ Node.js 22.x (>=22.19), 24.x (>=24.11) หรือ 26

 | เป้าหมาย                      | สิ่งที่ REA ส่งกลับ                                                                   | ข้อกำหนดและคู่มือ                                                                                                                  |
 | ---------------------------- | ------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------ |
-| ไบนารีเนทีฟ                    | โค้ดเทียม แอสเซมบลี สตริง สัญลักษณ์ การเรียก และการอ้างอิง                                | Hopper, Ghidra หรือ IDA; [การวิเคราะห์เนทีฟ](https://rea.tools/guides/native/)                                                     |
+| ไบนารีเนทีฟ                    | โค้ดเทียม แอสเซมบลี สตริง สัญลักษณ์ การเรียก และการอ้างอิง                                | Hopper, Ghidra หรือ IDA; [การวิเคราะห์เนทีฟ](https://rea.tools/th/guides/native/)                                                  |
 | โครงสร้าง ELF แบบออฟไลน์       | เซกชัน เซกเมนต์ สัญลักษณ์/รีโลเคชันต้นฉบับ และตัวเลือกกลไกป้องกันที่พบจากการวิเคราะห์แบบสถิต      | pwntools ที่ผู้ใช้จัดเตรียมบน Linux x64; [การวินิจฉัยไบนารี](docs/binary-diagnostics.md)                                                  |
-| ไบต์โค้ด EVM                   | ตัวเลือกฟังก์ชันสำหรับการเรียก ออฟเซ็ตไบต์ อาร์กิวเมนต์และความสามารถในการเปลี่ยนสถานะที่อนุมานได้ | ไฟล์บนเครื่องที่มีไบต์ดิบหรือข้อมูลเลขฐานสิบหก; [คู่มือ EVM แบบออฟไลน์](docs/evm-bytecode.md)                                                  |
-| ข้อมูลการแครชของ Linux ที่บันทึกไว้ | ระเบียน note ดิบ รีจิสเตอร์/สัญญาณของทุกเธรดที่บันทึกไว้ และตัวเลือกการแมปเพิ่มเติม              | pwntools ที่ผู้ใช้จัดเตรียม; เลือกใช้ GDB/pwndbg เพิ่มเติมได้; [การแครชที่บันทึกไว้](docs/recorded-crashes.md)                                   |
-| JavaScript / Electron        | โมดูล การนำเข้า ซอร์สแมป เส้นทาง IPC และความสัมพันธ์กับส่วนเสริมเนทีฟ                      | Node.js และ npm; [การวิเคราะห์แอปพลิเคชัน](https://rea.tools/guides/javascript/)                                                   |
-| เว็บไซต์                       | โครงสร้างหน้า สคริปต์ ข้อมูลเครือข่ายที่สังเกตได้ และภาพหน้าจอที่ร้องขอ                         | เบราว์เซอร์ในตระกูล Chrome; [การวิเคราะห์ผ่านเบราว์เซอร์](https://rea.tools/guides/browser/)                                           |
+| ไบต์โค้ด EVM                   | ตัวเลือกฟังก์ชันสำหรับการเรียก ออฟเซ็ตไบต์ อาร์กิวเมนต์และความสามารถในการเปลี่ยนสถานะที่อนุมานได้ | ไฟล์บนเครื่องที่มีไบต์ดิบหรือข้อมูลเลขฐานสิบหกบน Linux x64; [คู่มือ EVM แบบออฟไลน์](docs/evm-bytecode.md)                                      |
+| ข้อมูลการแครชของ Linux ที่บันทึกไว้ | ระเบียน note ดิบ รีจิสเตอร์/สัญญาณของทุกเธรดที่บันทึกไว้ และตัวเลือกการแมปเพิ่มเติม              | pwntools ที่ผู้ใช้จัดเตรียมบน Linux x64; เลือกใช้ GDB/pwndbg เพิ่มเติมได้; [การแครชที่บันทึกไว้](docs/recorded-crashes.md)                       |
+| JavaScript / Electron        | โมดูล การนำเข้า ซอร์สแมป เส้นทาง IPC และความสัมพันธ์กับส่วนเสริมเนทีฟ                      | Node.js และ npm; [การวิเคราะห์แอปพลิเคชัน](https://rea.tools/th/guides/javascript/)                                                |
+| เว็บไซต์                       | โครงสร้างหน้า สคริปต์ ข้อมูลเครือข่ายที่สังเกตได้ และภาพหน้าจอที่ร้องขอ                         | เบราว์เซอร์ในตระกูล Chrome; [การวิเคราะห์ผ่านเบราว์เซอร์](https://rea.tools/th/guides/browser/)                                        |
 | ข้อมูลเครือข่ายที่บันทึกไว้           | คำขอ คำตอบ เพย์โหลดที่ปรากฏ และตำแหน่งต้นทาง                                         | HAR; mitmdump บน Linux สำหรับข้อมูลที่บันทึกในรูปแบบเนทีฟของ mitmproxy; [คู่มือการบันทึกข้อมูล](docs/web-network-captures.md)                  |
 | แอสเซมบลี .NET                | เมทาดาทา คำสั่ง CIL การพึ่งพาเนทีฟที่ประกาศไว้ และการเปรียบเทียบผลการบิลด์                  | การตรวจสอบแบบสถิต; [คู่มือโค้ดแบบจัดการ](docs/managed-code-analysis.md)                                                              |
-| APK ของ Android              | การประกาศใน manifest คลาส เมธอดที่ดีคอมไพล์ และการอ้างอิง                             | JADX แบบไม่มี GUI และ JDK แบบเต็มบน Linux/macOS; [คู่มือ Android](docs/android-analysis.md)                                          |
+| APK ของ Android              | การประกาศใน manifest คลาส เมธอดที่ดีคอมไพล์ และการอ้างอิง                             | JADX แบบไม่มี GUI และ JDK แบบเต็มบน Linux/macOS/Windows x64; [คู่มือ Android](docs/android-analysis.md)                              |
+| อุปกรณ์ Android                | อุปกรณ์ แพ็กเกจ โพรเซส บันทึก ดัมพ์ ภาพหน้าจอ และการถ่ายโอน APK/ไฟล์                      | adb ที่ผู้เรียกจัดเตรียม (โปรแกรมจำลองหรืออุปกรณ์จริง); [คู่มือ ADB](docs/adb-device-analysis.md)                                            |
+| โปรเจกต์ JEB                  | หน่วยโปรเจกต์จากเอนจิน, แฮชของอาร์ติแฟกต์ และซูโดโค้ดของไทป์/เมท็อด                       | ไคลเอนต์ JEB ที่ผู้เรียกเริ่มและให้บริการ MCP เลือกด้วย REA_JEB_MCP_URL; [คู่มือ JEB](docs/jeb-analysis.md)                                   |
+| ทรัพยากร Android              | ไฟล์ manifest ที่ถอดรหัสแล้ว ตารางสตริง ภาษา และข้อมูลเวอร์ชัน                            | ตัวเรียก Apktool ที่ผู้เรียกจัดเตรียม; [คู่มือทรัพยากร](docs/apktool-resource-analysis.md)                                                  |
 | เฟิร์มแวร์                      | พื้นที่ข้อมูล ผลการแตกไฟล์ และการส่งต่อไปวิเคราะห์เนทีฟ                                     | Binwalk / Unblob บน Linux; [คู่มือเฟิร์มแวร์](docs/firmware-analysis.md)                                                             |
 | แพ็กเกจและทรัพยากร             | รายการไฟล์ ค่าแฮช plist โครงสร้างบันเดิลของ Apple และทรัพยากรที่แตกออกมา                | [คู่มืออาร์ติแฟกต์และ JavaScript](docs/javascript-artifact-reconstruction.md), [แอปพลิเคชัน Apple](docs/apple-application-analysis.md) |
 | พฤติกรรมของโปรเซส             | เอาต์พุตเทอร์มินัล การโต้ตอบ ข้อมูลการสิ้นสุดและระบบไฟล์ที่สังเกตได้ และการเปรียบเทียบการรัน       | Linux/macOS ที่มี PTY เนทีฟ; [การบันทึกโปรเซส](docs/process-capture.md)                                                              |
@@ -154,25 +157,25 @@ REA ต้องใช้ Node.js 22.x (>=22.19), 24.x (>=24.11) หรือ 26

 ## ตัวอย่างการใช้งาน

-[![ภาพประกอบกรณีศึกษาการแพนเสียงใน DX-Ball บริดจ์คลิปบอร์ดของ Notion และวงแหวนกระสุนใน TH04](docs/assets/rea-showcases.png)](https://rea.tools/showcase/)
+[![ภาพประกอบกรณีศึกษาการแพนเสียงใน DX-Ball บริดจ์คลิปบอร์ดของ Notion และวงแหวนกระสุนใน TH04](docs/assets/rea-showcases.png)](https://rea.tools/th/showcase/)

 ### DX-Ball: สร้างการคำนวณแพนเสียงขึ้นใหม่

 ติดตามการเรียกเสียงไปยังฟังก์ชันช่วยแปลงตำแหน่งเป็นค่าแพน ตรวจสอบคำสั่ง และแปลงโค้ดเทียมที่ยังไม่สมบูรณ์เป็น C การสร้างขึ้นใหม่นี้ผ่านการทดสอบ 3,205 กรณีเทียบกับ x86 ต้นฉบับ และสร้างไบต์ทั้ง 63 ไบต์ของฟังก์ชันที่คอมไพล์แล้วได้ตรงกัน

-[อ่านกรณีศึกษา](https://rea.tools/showcase/dx-ball/) · [รีโพซิทอรีการสร้างขึ้นใหม่](https://github.com/N0zoM1z0/dx-ball)
+[อ่านกรณีศึกษา](https://rea.tools/th/showcase/dx-ball/) · [รีโพซิทอรีการสร้างขึ้นใหม่](https://github.com/N0zoM1z0/dx-ball)

 ### Notion: ติดตามบริดจ์คลิปบอร์ดของ Electron

 ค้นหา API คลิปบอร์ดของ renderer ติดตามผ่าน preload และ IPC ไปยังโปรเซสหลัก แล้วตรวจสอบรูปแบบคลิปบอร์ดที่มีข้อมูลการจัดรูปแบบ

-[อ่านกรณีศึกษา](https://rea.tools/showcase/notion/)
+[อ่านกรณีศึกษา](https://rea.tools/th/showcase/notion/)

 ### TH04: กู้คืนการคำนวณวงแหวนกระสุนของ DOS

 ตรวจสอบคำสั่ง 16 บิตของเกมต้นฉบับบน PC-98 กู้คืนการคำนวณมุมคงที่และมุมเล็งเป้าหมาย แล้วเปรียบเทียบ C++ ที่สร้างขึ้นใหม่กับผลลัพธ์จากคอมไพเลอร์ในยุคนั้น

-[อ่านกรณีศึกษา](https://rea.tools/showcase/th04/) · [รีโพซิทอรีการสร้างขึ้นใหม่](https://github.com/N0zoM1z0/th04)
+[อ่านกรณีศึกษา](https://rea.tools/th/showcase/th04/) · [รีโพซิทอรีการสร้างขึ้นใหม่](https://github.com/N0zoM1z0/th04)

 หากคุณใช้ REA กับสิ่งที่น่าสนใจ เราอยากเห็นผลงานของคุณ แบ่งปันกรณีของคุณผ่าน [issue](https://github.com/morluto/rea/issues) หรือ [pull request](https://github.com/morluto/rea/pulls) พร้อมระบุเป้าหมาย คำถามของคุณ REA ช่วยอย่างไร และสิ่งที่คุณค้นพบ

@@ -243,7 +246,7 @@ npx rea-agents@latest setup

 ## เอกสาร

-เริ่มจาก[คู่มือพร้อมตัวอย่าง](https://rea.tools/guides/) บนเว็บไซต์ สำหรับตัวเลือก ข้อกำหนดเบื้องต้น และสัญญาผลลัพธ์ที่แน่นอน:
+เริ่มจาก[คู่มือพร้อมตัวอย่าง](https://rea.tools/th/guides/) บนเว็บไซต์ สำหรับตัวเลือก ข้อกำหนดเบื้องต้น และสัญญาผลลัพธ์ที่แน่นอน:

 - [การติดตั้งและตั้งค่า](docs/installation.md): การลงทะเบียนเอเจนต์ การตั้งค่าผู้ให้บริการ การอัปเดต และการถอนการติดตั้ง
 - [ความพร้อมใช้งานและการแก้ไขปัญหา](docs/installation.md#check-readiness-for-your-task): ตรวจวินิจฉัยเอเจนต์หรือเอนจินวิเคราะห์หนึ่งตัว
@@ -256,7 +259,7 @@ npx rea-agents@latest setup

 ## ประวัติดาว

-🎉 **50,000 ดาวบน GitHub — ขอบคุณทุกคน!**
+🎉 **90,000 ดาวบน GitHub — ขอบคุณทุกคน!**

 ขอบคุณทุกคนที่ใช้ REA รายงานบั๊ก เสนอฟีเจอร์ ทดสอบบิลด์ และช่วยแก้ไข

@@ -1,6 +1,6 @@
 <div align="center">

-[English](README.md) · [简体中文](README_zh.md) · [繁體中文](README_zh-TW.md) · [日本語](README_ja.md) · [한국어](README_ko.md) · **Türkçe** · [Русский](README_ru.md) · [Tiếng Việt](README_vi.md) · [ไทย](README_th.md) · [Deutsch](README_de.md) · [Español](README_es.md) · [Français](README_fr.md) · [Українська](README_uk.md) · [Polski](README_pl.md) · [Português (Brasil)](README_pt-BR.md) · [العربية](README_ar.md) · [فارسی](README_fa.md) · [Bahasa Indonesia](README_id.md)
+[English](README.md) · [简体中文](README_zh.md) · [繁體中文](README_zh-TW.md) · [日本語](README_ja.md) · [한국어](README_ko.md) · **Türkçe** · [Русский](README_ru.md) · [Tiếng Việt](README_vi.md) · [ไทย](README_th.md) · [Deutsch](README_de.md) · [Español](README_es.md) · [Français](README_fr.md) · [Українська](README_uk.md) · [Polski](README_pl.md) · [Português (Brasil)](README_pt-BR.md) · [العربية](README_ar.md) · [فارسی](README_fa.md) · [Bahasa Indonesia](README_id.md) · [Italiano](README_it.md)

 # REA: Her şeyi tersine mühendislikle inceleyin

@@ -18,7 +18,7 @@

 <a href="https://trendshift.io/repositories/82054?utm_source=repository-badge&amp;utm_medium=badge&amp;utm_campaign=badge-repository-82054" target="_blank" rel="noopener noreferrer"><img src="https://trendshift.io/api/badge/repositories/82054" alt="morluto%2Frea | Trendshift" width="250" height="55"/></a>

-**[Web sitesi](https://rea.tools/) · [Rehberler](https://rea.tools/guides/) · [Örnek çalışmalar](https://rea.tools/showcase/)**
+**[Web sitesi](https://rea.tools/tr/) · [Rehberler](https://rea.tools/tr/guides/) · [Örnek çalışmalar](https://rea.tools/tr/showcase/)**

 [Hızlı başlangıç](#hızlı-başlangıç) · [REA nasıl çalışır](#rea-nasıl-çalışır) · [Neleri analiz edebilirsiniz](#neleri-analiz-edebilirsiniz) · [Örnek çalışmalar](#örnek-çalışmalar) · [Sık sorulan sorular](#sık-sorulan-sorular) · [Belgeler](#belgeler)

@@ -54,7 +54,7 @@ REA, ajanınızı yerel makine kodu içeren ikili dosyaları, JavaScript ve Elec

 Kurulum, REA'yı ajanınıza kaydeder ve uyumlu iş akışı talimatlarını yükler. Yerel makine kodu analizi mevcut bir Hopper veya Ghidra kurulumunu kullanabilir; kurulum işlemi, onayınızla isteğe bağlı olarak Hopper da yükleyebilir. Statik JavaScript analizi bu iki motora da ihtiyaç duymaz.

-> Kurulum talimatları, görselli rehberler ve gerçek örnek çalışmalar için **[REA web sitesini ziyaret edin](https://rea.tools/)**.
+> Kurulum talimatları, görselli rehberler ve gerçek örnek çalışmalar için **[REA web sitesini ziyaret edin](https://rea.tools/tr/)**.

 ## Hızlı başlangıç

@@ -133,15 +133,18 @@ REA; Node.js 22.x (>=22.19), 24.x (>=24.11) veya 26+ ve npm gerektirir. Ek araç

 | Hedef                                   | REA'nın döndürdükleri                                                                                       | Gereksinimler ve rehber                                                                                                                |
 | --------------------------------------- | ----------------------------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------- |
-| Yerel makine kodu içeren ikili dosyalar | Sözde kod, assembly kodu, dizeler, semboller, çağrılar ve referanslar                                       | Hopper, Ghidra veya IDA; [yerel kod analizi](https://rea.tools/guides/native/)                                                         |
+| Yerel makine kodu içeren ikili dosyalar | Sözde kod, assembly kodu, dizeler, semboller, çağrılar ve referanslar                                       | Hopper, Ghidra veya IDA; [yerel kod analizi](https://rea.tools/tr/guides/native/)                                                      |
 | Çevrimdışı ELF yapısı                   | Bölümler, segmentler, özgün semboller/yeniden konumlandırmalar ve statik analizden olası güvenlik önlemleri | Linux x64 üzerinde çağıranın sağladığı pwntools; [ikili dosya tanılama](docs/binary-diagnostics.md)                                    |
-| EVM bayt kodu                           | Yönlendirme seçicileri, bayt ofsetleri, çıkarımla belirlenen argümanlar ve durum değiştirilebilirliği       | Yerel ham bayt/onaltılık girdi; [çevrimdışı EVM rehberi](docs/evm-bytecode.md)                                                         |
-| Kaydedilmiş Linux çökmeleri             | Ham note kayıtları, kaydedilen her iş parçacığının yazmaçları/sinyalleri ve isteğe bağlı eşleme adayları    | Çağıranın sağladığı pwntools; isteğe bağlı GDB/pwndbg; [kaydedilmiş çökmeler](docs/recorded-crashes.md)                                |
-| JavaScript / Electron                   | Modüller, içe aktarmalar, kaynak haritaları, rotalar, IPC ve yerel eklenti ilişkileri                       | Node.js ve npm; [uygulama analizi](https://rea.tools/guides/javascript/)                                                               |
-| Web siteleri                            | Sayfa yapısı, betikler, ağ gözlemleri ve istenen ekran görüntüleri                                          | Chrome ailesinden bir tarayıcı; [tarayıcı analizi](https://rea.tools/guides/browser/)                                                  |
+| EVM bayt kodu                           | Yönlendirme seçicileri, bayt ofsetleri, çıkarımla belirlenen argümanlar ve durum değiştirilebilirliği       | Linux x64 üzerinde yerel ham bayt/onaltılık girdi; [çevrimdışı EVM rehberi](docs/evm-bytecode.md)                                      |
+| Kaydedilmiş Linux çökmeleri             | Ham note kayıtları, kaydedilen her iş parçacığının yazmaçları/sinyalleri ve isteğe bağlı eşleme adayları    | Linux x64 üzerinde çağıranın sağladığı pwntools; isteğe bağlı GDB/pwndbg; [kaydedilmiş çökmeler](docs/recorded-crashes.md)             |
+| JavaScript / Electron                   | Modüller, içe aktarmalar, kaynak haritaları, rotalar, IPC ve yerel eklenti ilişkileri                       | Node.js ve npm; [uygulama analizi](https://rea.tools/tr/guides/javascript/)                                                            |
+| Web siteleri                            | Sayfa yapısı, betikler, ağ gözlemleri ve istenen ekran görüntüleri                                          | Chrome ailesinden bir tarayıcı; [tarayıcı analizi](https://rea.tools/tr/guides/browser/)                                               |
 | Kaydedilmiş ağ yakalamaları             | İstekler, yanıtlar, erişilebilir yük içerikleri ve kaynak konumları                                         | HAR; mitmproxy'nin kendi biçimindeki yakalamalar için Linux üzerinde mitmdump; [ağ yakalama rehberi](docs/web-network-captures.md)     |
 | .NET derlemeleri                        | Meta veriler, CIL talimatları, bildirilmiş yerel bağımlılıklar ve derleme karşılaştırmaları                 | Statik inceleme; [yönetilen kod rehberi](docs/managed-code-analysis.md)                                                                |
-| Android APK'leri                        | Manifest bildirimleri, sınıflar, tersine derlenmiş metotlar ve referanslar                                  | Linux/macOS üzerinde arayüzsüz JADX ve tam bir JDK; [Android rehberi](docs/android-analysis.md)                                        |
+| Android APK'leri                        | Manifest bildirimleri, sınıflar, tersine derlenmiş metotlar ve referanslar                                  | Linux/macOS/Windows x64 üzerinde arayüzsüz JADX ve tam bir JDK; [Android rehberi](docs/android-analysis.md)                            |
+| Android cihazları                       | Cihazlar, paketler, süreçler, günlükler, dökümler, ekran görüntüleri ve APK/dosya aktarımları               | Çağıranın sağladığı adb (emülatör veya cihaz); [ADB rehberi](docs/adb-device-analysis.md)                                              |
+| JEB projeleri                           | Motor destekli proje birimleri, artefakt özetleri ve tür/metot sözdekodu                                    | Çağıranın başlattığı, MCP sunan bir JEB istemcisi, REA_JEB_MCP_URL ile seçilir; [JEB rehberi](docs/jeb-analysis.md)                    |
+| Android kaynakları                      | Çözülmüş manifest, dize tabloları, diller ve sürüm bilgileri                                                | Çağıranın sağladığı Apktool başlatıcısı; [kaynak rehberi](docs/apktool-resource-analysis.md)                                           |
 | Donanım yazılımı                        | Bölgeler, çıkarma sonuçları ve yerel kod analizine devirler                                                 | Linux üzerinde Binwalk / Unblob; [donanım yazılımı rehberi](docs/firmware-analysis.md)                                                 |
 | Paketler ve kaynaklar                   | Dosya envanterleri, özet değerleri, plist'ler, Apple paket yapısı ve çıkarılmış kaynaklar                   | [Artefakt ve JavaScript rehberi](docs/javascript-artifact-reconstruction.md), [Apple uygulamaları](docs/apple-application-analysis.md) |
 | Süreç davranışı                         | Terminal çıktısı, etkileşimler, sonlanma ve dosya sistemi gözlemleri, çalıştırma karşılaştırmaları          | Yerel PTY ile Linux/macOS; [süreç yakalama](docs/process-capture.md)                                                                   |
@@ -154,25 +157,25 @@ Yerel makine kodu içeren ikili dosya biçimleri ve ana bilgisayar desteği sağ

 ## Örnek çalışmalar

-[![DX-Ball ses kaydırma, Notion pano köprüsü ve TH04 mermi halkası örneklerinin çizimleri](docs/assets/rea-showcases.png)](https://rea.tools/showcase/)
+[![DX-Ball ses kaydırma, Notion pano köprüsü ve TH04 mermi halkası örneklerinin çizimleri](docs/assets/rea-showcases.png)](https://rea.tools/tr/showcase/)

 ### DX-Ball: Sesin stereo konumlandırma hesabını yeniden oluşturma

 Bir ses çağrısından konumu stereo konumlandırmaya dönüştüren yardımcı fonksiyona ilerleyin, talimatları inceleyin ve eksik sözde kodu C'ye dönüştürün. Yeniden oluşturulan kod, özgün x86 üzerinde 3.205 test durumunu geçer ve derlenmiş fonksiyonun 63 baytının tamamını yeniden üretir.

-[Örnek çalışmayı okuyun](https://rea.tools/showcase/dx-ball/) · [Yeniden oluşturma deposu](https://github.com/N0zoM1z0/dx-ball)
+[Örnek çalışmayı okuyun](https://rea.tools/tr/showcase/dx-ball/) · [Yeniden oluşturma deposu](https://github.com/N0zoM1z0/dx-ball)

 ### Notion: Electron pano köprüsünü izleme

 İşleyici sürecin pano API'sini bulun, preload ve IPC üzerinden ana sürece kadar izleyin ve zengin pano biçimini inceleyin.

-[Örnek çalışmayı okuyun](https://rea.tools/showcase/notion/)
+[Örnek çalışmayı okuyun](https://rea.tools/tr/showcase/notion/)

 ### TH04: DOS mermi halkası hesabını geri çıkarma

 Özgün PC-98 oyununun 16 bit talimatlarını inceleyin, sabit ve hedefe yönelik açı hesaplarını geri çıkarın ve yeniden oluşturulan C++ kodunu dönemin derleyici çıktısıyla karşılaştırın.

-[Örnek çalışmayı okuyun](https://rea.tools/showcase/th04/) · [Yeniden oluşturma deposu](https://github.com/N0zoM1z0/th04)
+[Örnek çalışmayı okuyun](https://rea.tools/tr/showcase/th04/) · [Yeniden oluşturma deposu](https://github.com/N0zoM1z0/th04)

 REA'yı ilginç bir konuda kullandıysanız görmek isteriz. Hedefi, sorunuzu, REA'nın nasıl yardımcı olduğunu ve bulgularınızı bir [issue](https://github.com/morluto/rea/issues) veya [pull request](https://github.com/morluto/rea/pulls) ile paylaşın.

@@ -243,7 +246,7 @@ Ajan kullanıyorsanız [kurulum yenilemesini](#reayı-güncelleyin) tamamlayın

 ## Belgeler

-Web sitesindeki [uygulamalı rehberlerden](https://rea.tools/guides/) başlayın. Kesin seçenekler, ön koşullar ve sonuç sözleşmeleri için:
+Web sitesindeki [uygulamalı rehberlerden](https://rea.tools/tr/guides/) başlayın. Kesin seçenekler, ön koşullar ve sonuç sözleşmeleri için:

 - [Yükleme ve kurulum](docs/installation.md): ajan kaydı, sağlayıcı yapılandırması, güncellemeler ve kaldırma.
 - [Hazırlık ve sorun giderme](docs/installation.md#check-readiness-for-your-task): belirli bir ajanı veya analiz motorunu tanılama.
@@ -256,7 +259,7 @@ Güvenlik açıklarını [SECURITY.md](SECURITY.md) üzerinden bildirin.

 ## Yıldız geçmişi

-🎉 **GitHub'da 50.000 yıldız — teşekkürler!**
+🎉 **GitHub'da 90.000 yıldız — teşekkürler!**

 REA'yı kullanan, hata bildiren, özellik talep eden, derlemeleri test eden ve düzeltmelere katkıda bulunan herkese teşekkürler.

@@ -1,6 +1,6 @@
 <div align="center">

-[English](README.md) · [简体中文](README_zh.md) · [繁體中文](README_zh-TW.md) · [日本語](README_ja.md) · [한국어](README_ko.md) · [Türkçe](README_tr.md) · [Русский](README_ru.md) · [Tiếng Việt](README_vi.md) · [ไทย](README_th.md) · [Deutsch](README_de.md) · [Español](README_es.md) · [Français](README_fr.md) · **Українська** · [Polski](README_pl.md) · [Português (Brasil)](README_pt-BR.md) · [العربية](README_ar.md) · [فارسی](README_fa.md) · [Bahasa Indonesia](README_id.md)
+[English](README.md) · [简体中文](README_zh.md) · [繁體中文](README_zh-TW.md) · [日本語](README_ja.md) · [한국어](README_ko.md) · [Türkçe](README_tr.md) · [Русский](README_ru.md) · [Tiếng Việt](README_vi.md) · [ไทย](README_th.md) · [Deutsch](README_de.md) · [Español](README_es.md) · [Français](README_fr.md) · **Українська** · [Polski](README_pl.md) · [Português (Brasil)](README_pt-BR.md) · [العربية](README_ar.md) · [فارسی](README_fa.md) · [Bahasa Indonesia](README_id.md) · [Italiano](README_it.md)

 # REA: Реверс-інжиніринг будь-чого

@@ -18,7 +18,7 @@

 <a href="https://trendshift.io/repositories/82054?utm_source=repository-badge&amp;utm_medium=badge&amp;utm_campaign=badge-repository-82054" target="_blank" rel="noopener noreferrer"><img src="https://trendshift.io/api/badge/repositories/82054" alt="morluto%2Frea | Trendshift" width="250" height="55"/></a>

-**[Сайт](https://rea.tools/) · [Посібники](https://rea.tools/guides/) · [Приклади](https://rea.tools/showcase/)**
+**[Сайт](https://rea.tools/uk/) · [Посібники](https://rea.tools/uk/guides/) · [Приклади](https://rea.tools/uk/showcase/)**

 [Швидкий старт](#швидкий-старт) · [Як працює REA](#як-працює-rea) · [Що можна аналізувати](#що-можна-аналізувати) · [Приклади](#приклади) · [Поширені запитання](#поширені-запитання) · [Документація](#документація)

@@ -54,7 +54,7 @@ REA підключає вашого агента до інструментів

 Налаштування реєструє REA у вашому агенті та встановлює відповідні інструкції робочих процесів. Для нативного аналізу можна використати вже встановлений Hopper або Ghidra; налаштування також може встановити Hopper за вашою згодою. Статичному аналізу JavaScript не потрібен жоден із цих рушіїв.

-> **[Відвідайте сайт REA](https://rea.tools/)**, щоб знайти інструкції налаштування, ілюстровані посібники та реальні дослідження.
+> **[Відвідайте сайт REA](https://rea.tools/uk/)**, щоб знайти інструкції налаштування, ілюстровані посібники та реальні дослідження.

 ## Швидкий старт

@@ -131,20 +131,23 @@ npx rea-agents@latest setup

 REA потребує Node.js 22.x (>=22.19), 24.x (>=24.11) або 26+, а також npm. Додаткові інструменти й підтримувані системи залежать від цілі:

-| Ціль                                 | Що повертає REA                                                                                                   | Вимоги й посібник                                                                                                                      |
-| ------------------------------------ | ----------------------------------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------- |
-| Нативні бінарні файли                | Псевдокод, асемблерний код, рядки, символи, виклики й посилання                                                   | Hopper, Ghidra або IDA; [нативний аналіз](https://rea.tools/guides/native/)                                                            |
-| Структура ELF без запуску            | Секції, сегменти, початкові символи/релокації та можливі захисні механізми за даними статичного аналізу           | pwntools, наданий стороною, що викликає інструмент, у Linux x64; [діагностика бінарних файлів](docs/binary-diagnostics.md)             |
-| Байт-код EVM                         | Селектори диспетчеризації, зміщення байтів, виведені припущення про аргументи та змінюваність стану               | Локальні необроблені байти або шістнадцяткове представлення; [посібник EVM без запуску](docs/evm-bytecode.md)                          |
-| Записані аварійні завершення в Linux | Необроблені записи note, регістри/сигнали кожного записаного потоку й необов'язкові кандидати зіставлення пам'яті | pwntools, наданий стороною, що викликає інструмент; необов'язкові GDB/pwndbg; [записані аварійні завершення](docs/recorded-crashes.md) |
-| JavaScript / Electron                | Модулі, імпорти, карти вихідного коду, маршрути, IPC і зв'язки з нативними доповненнями                           | Node.js і npm; [аналіз застосунків](https://rea.tools/guides/javascript/)                                                              |
-| Сайти                                | Структура сторінки, скрипти, мережеві спостереження й запитані знімки екрана                                      | Браузер сімейства Chrome; [аналіз браузера](https://rea.tools/guides/browser/)                                                         |
-| Збережені мережеві захоплення        | Запити, відповіді, доступні корисні дані та місця в джерелі                                                       | HAR; mitmdump у Linux для захоплень у власному форматі mitmproxy; [посібник мережевих захоплень](docs/web-network-captures.md)         |
-| Збірки .NET                          | Метадані, інструкції CIL, оголошені нативні залежності й порівняння збірок                                        | Статична перевірка; [посібник керованого коду](docs/managed-code-analysis.md)                                                          |
-| Android APK                          | Оголошення маніфесту, класи, декомпільовані методи й посилання                                                    | JADX без графічного інтерфейсу й повний JDK у Linux/macOS; [посібник Android](docs/android-analysis.md)                                |
-| Прошивки                             | Області, результати видобування й передавання до нативного аналізу                                                | Binwalk / Unblob у Linux; [посібник прошивок](docs/firmware-analysis.md)                                                               |
-| Пакети й ресурси                     | Переліки файлів, хеші, plist, структура пакетів Apple та видобуті ресурси                                         | [Посібник артефактів і JavaScript](docs/javascript-artifact-reconstruction.md), [застосунки Apple](docs/apple-application-analysis.md) |
-| Поведінка процесів                   | Вивід термінала, взаємодії, спостереження за завершенням і файловою системою та порівняння запусків               | Linux/macOS із нативним PTY; [захоплення процесів](docs/process-capture.md)                                                            |
+| Ціль                                 | Що повертає REA                                                                                                   | Вимоги й посібник                                                                                                                                   |
+| ------------------------------------ | ----------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------- |
+| Нативні бінарні файли                | Псевдокод, асемблерний код, рядки, символи, виклики й посилання                                                   | Hopper, Ghidra або IDA; [нативний аналіз](https://rea.tools/uk/guides/native/)                                                                      |
+| Структура ELF без запуску            | Секції, сегменти, початкові символи/релокації та можливі захисні механізми за даними статичного аналізу           | pwntools, наданий стороною, що викликає інструмент, у Linux x64; [діагностика бінарних файлів](docs/binary-diagnostics.md)                          |
+| Байт-код EVM                         | Селектори диспетчеризації, зміщення байтів, виведені припущення про аргументи та змінюваність стану               | Локальні необроблені байти або шістнадцяткове представлення у Linux x64; [посібник EVM без запуску](docs/evm-bytecode.md)                           |
+| Записані аварійні завершення в Linux | Необроблені записи note, регістри/сигнали кожного записаного потоку й необов'язкові кандидати зіставлення пам'яті | pwntools, наданий стороною, що викликає інструмент, у Linux x64; необов'язкові GDB/pwndbg; [записані аварійні завершення](docs/recorded-crashes.md) |
+| JavaScript / Electron                | Модулі, імпорти, карти вихідного коду, маршрути, IPC і зв'язки з нативними доповненнями                           | Node.js і npm; [аналіз застосунків](https://rea.tools/uk/guides/javascript/)                                                                        |
+| Сайти                                | Структура сторінки, скрипти, мережеві спостереження й запитані знімки екрана                                      | Браузер сімейства Chrome; [аналіз браузера](https://rea.tools/uk/guides/browser/)                                                                   |
+| Збережені мережеві захоплення        | Запити, відповіді, доступні корисні дані та місця в джерелі                                                       | HAR; mitmdump у Linux для захоплень у власному форматі mitmproxy; [посібник мережевих захоплень](docs/web-network-captures.md)                      |
+| Збірки .NET                          | Метадані, інструкції CIL, оголошені нативні залежності й порівняння збірок                                        | Статична перевірка; [посібник керованого коду](docs/managed-code-analysis.md)                                                                       |
+| Android APK                          | Оголошення маніфесту, класи, декомпільовані методи й посилання                                                    | JADX без графічного інтерфейсу й повний JDK у Linux/macOS/Windows x64; [посібник Android](docs/android-analysis.md)                                 |
+| Пристрої Android                     | Пристрої, пакети, процеси, журнали, дампи, знімки екрана та передавання APK/файлів                                | adb, наданий викликаючою стороною (емулятор або пристрій); [підручник ADB](docs/adb-device-analysis.md)                                             |
+| Проєкти JEB                          | Єдиниці проєкту від рушія, дайджести артефактів і псевдокод типів/методів                                         | Запущений викликаною стороною клієнт JEB з MCP, обирається через REA_JEB_MCP_URL; [посібник JEB](docs/jeb-analysis.md)                              |
+| Ресурси Android                      | Декодований маніфест, таблиці рядків, мови та відомості про версію                                                | Засіб запуску Apktool, наданий викликаючою стороною; [підручник ресурсів](docs/apktool-resource-analysis.md)                                        |
+| Прошивки                             | Області, результати видобування й передавання до нативного аналізу                                                | Binwalk / Unblob у Linux; [посібник прошивок](docs/firmware-analysis.md)                                                                            |
+| Пакети й ресурси                     | Переліки файлів, хеші, plist, структура пакетів Apple та видобуті ресурси                                         | [Посібник артефактів і JavaScript](docs/javascript-artifact-reconstruction.md), [застосунки Apple](docs/apple-application-analysis.md)              |
+| Поведінка процесів                   | Вивід термінала, взаємодії, спостереження за завершенням і файловою системою та порівняння запусків               | Linux/macOS із нативним PTY; [захоплення процесів](docs/process-capture.md)                                                                         |

 Статична перевірка JavaScript і .NET читає надані файли, не запускаючи застосунок. Захоплення під час виконання запускає вибрану ціль або взаємодіє з нею з правами вашого користувача; відповідні посібники описують його вплив.

@@ -154,25 +157,25 @@ REA потребує Node.js 22.x (>=22.19), 24.x (>=24.11) або 26+, а та

 ## Приклади

-[![Ілюстрації прикладів панорамування звуку в DX-Ball, мосту буфера обміну Notion та кільця куль у TH04](docs/assets/rea-showcases.png)](https://rea.tools/showcase/)
+[![Ілюстрації прикладів панорамування звуку в DX-Ball, мосту буфера обміну Notion та кільця куль у TH04](docs/assets/rea-showcases.png)](https://rea.tools/uk/showcase/)

 ### DX-Ball: відновлення розрахунку звукової панорами

 Простежте звуковий виклик до допоміжної функції, що перетворює координату на панорамування, перевірте інструкції та перетворіть неповний псевдокод на C. Відновлена реалізація проходить 3 205 тестів з оригінальним x86-кодом і відтворює всі 63 байти скомпільованої функції.

-[Прочитати дослідження](https://rea.tools/showcase/dx-ball/) · [Репозиторій реконструкції](https://github.com/N0zoM1z0/dx-ball)
+[Прочитати дослідження](https://rea.tools/uk/showcase/dx-ball/) · [Репозиторій реконструкції](https://github.com/N0zoM1z0/dx-ball)

 ### Notion: відстеження мосту буфера обміну Electron

 Знайдіть API буфера обміну в процесі рендерингу, простежте його через preload та IPC до головного процесу й перевірте формат буфера обміну з даними форматування.

-[Прочитати дослідження](https://rea.tools/showcase/notion/)
+[Прочитати дослідження](https://rea.tools/uk/showcase/notion/)

 ### TH04: відновлення розрахунку кільця куль у DOS

 Перевірте 16-бітні інструкції оригінальної гри для PC-98, відновіть розрахунки фіксованих і прицільних кутів та порівняйте відновлений C++ із виводом тогочасного компілятора.

-[Прочитати дослідження](https://rea.tools/showcase/th04/) · [Репозиторій реконструкції](https://github.com/N0zoM1z0/th04)
+[Прочитати дослідження](https://rea.tools/uk/showcase/th04/) · [Репозиторій реконструкції](https://github.com/N0zoM1z0/th04)

 Якщо ви дослідили з REA щось цікаве, поділіться результатом. Створіть [issue](https://github.com/morluto/rea/issues) або [pull request](https://github.com/morluto/rea/pulls) і вкажіть ціль, ваше запитання, як допоміг REA та що ви з'ясували.

@@ -243,7 +246,7 @@ npx rea-agents@latest setup

 ## Документація

-Почніть із [практичних посібників](https://rea.tools/guides/) на сайті. Точні параметри, передумови й контракти результатів описано тут:
+Почніть із [практичних посібників](https://rea.tools/uk/guides/) на сайті. Точні параметри, передумови й контракти результатів описано тут:

 - [Встановлення й налаштування](docs/installation.md): реєстрація агентів, конфігурація провайдерів, оновлення та видалення.
 - [Готовність та усунення неполадок](docs/installation.md#check-readiness-for-your-task): діагностика конкретного агента або рушія аналізу.
@@ -256,7 +259,7 @@ npx rea-agents@latest setup

 ## Історія зірок

-🎉 **50 000 зірок на GitHub — дякуємо!**
+🎉 **90 000 зірок на GitHub — дякуємо!**

 Дякуємо всім, хто використовує REA, повідомляє про помилки, пропонує нові функції, тестує збірки й допомагає з виправленнями.

@@ -1,6 +1,6 @@
 <div align="center">

-[English](README.md) · [简体中文](README_zh.md) · [繁體中文](README_zh-TW.md) · [日本語](README_ja.md) · [한국어](README_ko.md) · [Türkçe](README_tr.md) · [Русский](README_ru.md) · **Tiếng Việt** · [ไทย](README_th.md) · [Deutsch](README_de.md) · [Español](README_es.md) · [Français](README_fr.md) · [Українська](README_uk.md) · [Polski](README_pl.md) · [Português (Brasil)](README_pt-BR.md) · [العربية](README_ar.md) · [فارسی](README_fa.md) · [Bahasa Indonesia](README_id.md)
+[English](README.md) · [简体中文](README_zh.md) · [繁體中文](README_zh-TW.md) · [日本語](README_ja.md) · [한국어](README_ko.md) · [Türkçe](README_tr.md) · [Русский](README_ru.md) · **Tiếng Việt** · [ไทย](README_th.md) · [Deutsch](README_de.md) · [Español](README_es.md) · [Français](README_fr.md) · [Українська](README_uk.md) · [Polski](README_pl.md) · [Português (Brasil)](README_pt-BR.md) · [العربية](README_ar.md) · [فارسی](README_fa.md) · [Bahasa Indonesia](README_id.md) · [Italiano](README_it.md)

 # REA: Kỹ thuật dịch ngược cho mọi thứ

@@ -18,7 +18,7 @@

 <a href="https://trendshift.io/repositories/82054?utm_source=repository-badge&amp;utm_medium=badge&amp;utm_campaign=badge-repository-82054" target="_blank" rel="noopener noreferrer"><img src="https://trendshift.io/api/badge/repositories/82054" alt="morluto%2Frea | Trendshift" width="250" height="55"/></a>

-**[Trang web](https://rea.tools/) · [Hướng dẫn](https://rea.tools/guides/) · [Các nghiên cứu điển hình](https://rea.tools/showcase/)**
+**[Trang web](https://rea.tools/vi/) · [Hướng dẫn](https://rea.tools/vi/guides/) · [Các nghiên cứu điển hình](https://rea.tools/vi/showcase/)**

 [Bắt đầu nhanh](#bắt-đầu-nhanh) · [Cách REA hoạt động](#cách-rea-hoạt-động) · [Những gì bạn có thể phân tích](#những-gì-bạn-có-thể-phân-tích) · [Các nghiên cứu điển hình](#các-nghiên-cứu-điển-hình) · [Câu hỏi thường gặp](#câu-hỏi-thường-gặp) · [Tài liệu](#tài-liệu)

@@ -54,7 +54,7 @@ REA kết nối tác nhân của bạn với các công cụ kiểm tra tệp nh

 Quá trình thiết lập đăng ký REA với tác nhân và cài đặt các hướng dẫn quy trình tương ứng. Phân tích mã máy có thể sử dụng Hopper hoặc Ghidra đã cài sẵn; quá trình thiết lập cũng có thể cài Hopper nếu bạn chấp thuận. Phân tích tĩnh JavaScript không cần công cụ nào trong hai công cụ này.

-> **[Truy cập trang web REA](https://rea.tools/)** để xem cách thiết lập, hướng dẫn có hình minh họa và các nghiên cứu điển hình thực tế.
+> **[Truy cập trang web REA](https://rea.tools/vi/)** để xem cách thiết lập, hướng dẫn có hình minh họa và các nghiên cứu điển hình thực tế.

 ## Bắt đầu nhanh

@@ -133,15 +133,18 @@ REA yêu cầu Node.js 22.x (>=22.19), 24.x (>=24.11) hoặc 26+, cùng với np

 | Mục tiêu                      | REA trả về gì                                                                                                   | Yêu cầu và hướng dẫn                                                                                                                          |
 | ----------------------------- | --------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------- |
-| Tệp nhị phân mã máy           | Mã giả, hợp ngữ, chuỗi, ký hiệu, lời gọi và tham chiếu                                                          | Hopper, Ghidra hoặc IDA; [phân tích mã máy](https://rea.tools/guides/native/)                                                                 |
+| Tệp nhị phân mã máy           | Mã giả, hợp ngữ, chuỗi, ký hiệu, lời gọi và tham chiếu                                                          | Hopper, Ghidra hoặc IDA; [phân tích mã máy](https://rea.tools/vi/guides/native/)                                                              |
 | Bố cục ELF ngoại tuyến        | Các section, segment, ký hiệu/thông tin tái định vị gốc và các biện pháp giảm thiểu có thể có từ phân tích tĩnh | pwntools do bên gọi cung cấp trên Linux x64; [chẩn đoán tệp nhị phân](docs/binary-diagnostics.md)                                             |
-| Bytecode EVM                  | Bộ chọn điều phối, độ lệch byte, tham số suy luận và khả năng thay đổi trạng thái                               | Đầu vào cục bộ chứa byte thô hoặc dạng thập lục phân; [hướng dẫn EVM ngoại tuyến](docs/evm-bytecode.md)                                       |
-| Sự cố Linux đã ghi lại        | Bản ghi note thô, thanh ghi/tín hiệu của mọi luồng được ghi lại và các ứng viên ánh xạ tùy chọn                 | pwntools do bên gọi cung cấp; GDB/pwndbg tùy chọn; [sự cố đã ghi lại](docs/recorded-crashes.md)                                               |
-| JavaScript / Electron         | Mô-đun, các khai báo import, source map, tuyến, IPC và quan hệ với tiện ích mở rộng mã máy                      | Node.js và npm; [phân tích ứng dụng](https://rea.tools/guides/javascript/)                                                                    |
-| Trang web                     | Cấu trúc trang, script, quan sát mạng và ảnh chụp màn hình được yêu cầu                                         | Trình duyệt thuộc họ Chrome; [phân tích trình duyệt](https://rea.tools/guides/browser/)                                                       |
+| Bytecode EVM                  | Bộ chọn điều phối, độ lệch byte, tham số suy luận và khả năng thay đổi trạng thái                               | Đầu vào cục bộ chứa byte thô hoặc dạng thập lục phân trên Linux x64; [hướng dẫn EVM ngoại tuyến](docs/evm-bytecode.md)                        |
+| Sự cố Linux đã ghi lại        | Bản ghi note thô, thanh ghi/tín hiệu của mọi luồng được ghi lại và các ứng viên ánh xạ tùy chọn                 | pwntools do bên gọi cung cấp trên Linux x64; GDB/pwndbg tùy chọn; [sự cố đã ghi lại](docs/recorded-crashes.md)                                |
+| JavaScript / Electron         | Mô-đun, các khai báo import, source map, tuyến, IPC và quan hệ với tiện ích mở rộng mã máy                      | Node.js và npm; [phân tích ứng dụng](https://rea.tools/vi/guides/javascript/)                                                                 |
+| Trang web                     | Cấu trúc trang, script, quan sát mạng và ảnh chụp màn hình được yêu cầu                                         | Trình duyệt thuộc họ Chrome; [phân tích trình duyệt](https://rea.tools/vi/guides/browser/)                                                    |
 | Bản ghi lưu lượng mạng đã lưu | Yêu cầu, phản hồi, payload có thể truy cập và vị trí nguồn                                                      | HAR; mitmdump trên Linux cho bản ghi định dạng gốc của mitmproxy; [hướng dẫn bản ghi mạng](docs/web-network-captures.md)                      |
 | Assembly .NET                 | Siêu dữ liệu, lệnh CIL, các phụ thuộc mã máy được khai báo và so sánh bản dựng                                  | Kiểm tra tĩnh; [hướng dẫn mã được quản lý](docs/managed-code-analysis.md)                                                                     |
-| APK Android                   | Khai báo manifest, lớp, phương thức được dịch ngược và tham chiếu                                               | JADX không giao diện đồ họa và JDK đầy đủ trên Linux/macOS; [hướng dẫn Android](docs/android-analysis.md)                                     |
+| APK Android                   | Khai báo manifest, lớp, phương thức được dịch ngược và tham chiếu                                               | JADX không giao diện đồ họa và JDK đầy đủ trên Linux/macOS/Windows x64; [hướng dẫn Android](docs/android-analysis.md)                         |
+| Thiết bị Android              | Thiết bị, gói, tiến trình, nhật ký, dump, ảnh chụp màn hình và truyền APK/tệp                                   | adb do nơi gọi cung cấp (trình giả lập hoặc thiết bị); [hướng dẫn ADB](docs/adb-device-analysis.md)                                           |
+| Dự án JEB                     | Đơn vị dự án từ engine, hash của artifact và mã giả của kiểu/phương thức                                        | Một ứng dụng JEB do nơi gọi khởi động, phục vụ MCP, chọn bằng REA_JEB_MCP_URL; [hướng dẫn JEB](docs/jeb-analysis.md)                          |
+| Tài nguyên Android            | Manifest đã giải mã, bảng chuỗi, ngôn ngữ và thông tin phiên bản                                                | Trình khởi chạy Apktool do nơi gọi cung cấp; [hướng dẫn tài nguyên](docs/apktool-resource-analysis.md)                                        |
 | Phần sụn                      | Các vùng, kết quả trích xuất và dữ liệu chuyển sang phân tích mã máy                                            | Binwalk / Unblob trên Linux; [hướng dẫn phần sụn](docs/firmware-analysis.md)                                                                  |
 | Gói và tài nguyên             | Danh sách tệp, giá trị băm, plist, cấu trúc bundle Apple và tài nguyên được trích xuất                          | [Hướng dẫn hiện vật phần mềm và JavaScript](docs/javascript-artifact-reconstruction.md), [ứng dụng Apple](docs/apple-application-analysis.md) |
 | Hành vi tiến trình            | Đầu ra terminal, tương tác, quan sát khi thoát và hệ thống tệp, cùng so sánh các lần chạy                       | Linux/macOS có PTY gốc; [ghi lại tiến trình](docs/process-capture.md)                                                                         |
@@ -154,25 +157,25 @@ Kiểm tra tĩnh JavaScript và .NET đọc các tệp được cung cấp mà k

 ## Các nghiên cứu điển hình

-[![Minh họa các ví dụ về cân bằng âm thanh DX-Ball, cầu nối bảng nhớ tạm Notion và vòng đạn TH04](docs/assets/rea-showcases.png)](https://rea.tools/showcase/)
+[![Minh họa các ví dụ về cân bằng âm thanh DX-Ball, cầu nối bảng nhớ tạm Notion và vòng đạn TH04](docs/assets/rea-showcases.png)](https://rea.tools/vi/showcase/)

 ### DX-Ball: tái tạo phép tính phân bố âm thanh trái phải

 Lần theo lời gọi âm thanh đến hàm hỗ trợ chuyển vị trí thành giá trị phân bố âm thanh, kiểm tra các lệnh và chuyển mã giả chưa đầy đủ sang C. Bản tái tạo vượt qua 3.205 trường hợp kiểm thử với x86 gốc và tái tạo đủ 63 byte của hàm đã biên dịch.

-[Đọc nghiên cứu điển hình](https://rea.tools/showcase/dx-ball/) · [Kho mã tái tạo](https://github.com/N0zoM1z0/dx-ball)
+[Đọc nghiên cứu điển hình](https://rea.tools/vi/showcase/dx-ball/) · [Kho mã tái tạo](https://github.com/N0zoM1z0/dx-ball)

 ### Notion: lần theo cầu nối clipboard của Electron

 Tìm API clipboard trong tiến trình kết xuất, lần theo qua preload và IPC đến tiến trình chính, rồi kiểm tra định dạng clipboard có dữ liệu định dạng phong phú.

-[Đọc nghiên cứu điển hình](https://rea.tools/showcase/notion/)
+[Đọc nghiên cứu điển hình](https://rea.tools/vi/showcase/notion/)

 ### TH04: khôi phục phép tính vòng đạn trong DOS

 Kiểm tra các lệnh 16 bit của trò chơi PC-98 gốc, khôi phục phép tính góc cố định và góc nhắm mục tiêu, rồi so sánh C++ được tái tạo với đầu ra của trình biên dịch thời đó.

-[Đọc nghiên cứu điển hình](https://rea.tools/showcase/th04/) · [Kho mã tái tạo](https://github.com/N0zoM1z0/th04)
+[Đọc nghiên cứu điển hình](https://rea.tools/vi/showcase/th04/) · [Kho mã tái tạo](https://github.com/N0zoM1z0/th04)

 Nếu bạn dùng REA cho một mục tiêu thú vị, chúng tôi muốn biết. Chia sẻ trường hợp của bạn qua [issue](https://github.com/morluto/rea/issues) hoặc [pull request](https://github.com/morluto/rea/pulls), nêu mục tiêu, câu hỏi, cách REA giúp bạn và những gì tìm được.

@@ -243,7 +246,7 @@ Nếu dùng tác nhân, hãy hoàn tất [làm mới thiết lập](#cập-nhậ

 ## Tài liệu

-Bắt đầu với [hướng dẫn thực hành](https://rea.tools/guides/) trên trang web. Để biết tùy chọn cụ thể, điều kiện tiên quyết và hợp đồng kết quả:
+Bắt đầu với [hướng dẫn thực hành](https://rea.tools/vi/guides/) trên trang web. Để biết tùy chọn cụ thể, điều kiện tiên quyết và hợp đồng kết quả:

 - [Cài đặt và thiết lập](docs/installation.md): đăng ký tác nhân, cấu hình trình phân tích, cập nhật và gỡ cài đặt.
 - [Kiểm tra mức sẵn sàng và khắc phục sự cố](docs/installation.md#check-readiness-for-your-task): chẩn đoán một tác nhân hoặc bộ máy phân tích cụ thể.
@@ -256,7 +259,7 @@ Báo cáo lỗ hổng theo [SECURITY.md](SECURITY.md).

 ## Lịch sử sao

-🎉 **50.000 sao trên GitHub — xin cảm ơn!**
+🎉 **90.000 sao trên GitHub — xin cảm ơn!**

 Cảm ơn mọi người đã sử dụng REA, báo lỗi, đề xuất tính năng, kiểm thử bản dựng và đóng góp bản sửa lỗi.

@@ -1,8 +1,8 @@
 <div align="center">

-[English](README.md) · [简体中文](README_zh.md) · **繁體中文** · [日本語](README_ja.md) · [한국어](README_ko.md) · [Türkçe](README_tr.md) · [Русский](README_ru.md) · [Tiếng Việt](README_vi.md) · [ไทย](README_th.md) · [Deutsch](README_de.md) · [Español](README_es.md) · [Français](README_fr.md) · [Українська](README_uk.md) · [Polski](README_pl.md) · [Português (Brasil)](README_pt-BR.md) · [العربية](README_ar.md) · [فارسی](README_fa.md) · [Bahasa Indonesia](README_id.md)
+[English](README.md) · [简体中文](README_zh.md) · **繁體中文** · [日本語](README_ja.md) · [한국어](README_ko.md) · [Türkçe](README_tr.md) · [Русский](README_ru.md) · [Tiếng Việt](README_vi.md) · [ไทย](README_th.md) · [Deutsch](README_de.md) · [Español](README_es.md) · [Français](README_fr.md) · [Українська](README_uk.md) · [Polski](README_pl.md) · [Português (Brasil)](README_pt-BR.md) · [العربية](README_ar.md) · [فارسی](README_fa.md) · [Bahasa Indonesia](README_id.md) · [Italiano](README_it.md)

-# REA：逆向分析一切
+# REA：逆向一切

 ### 通過一個 MCP 服務，逆向分析二進位檔案、應用程式和執行階段行為。

@@ -18,7 +18,7 @@

 <a href="https://trendshift.io/repositories/82054?utm_source=repository-badge&amp;utm_medium=badge&amp;utm_campaign=badge-repository-82054" target="_blank" rel="noopener noreferrer"><img src="https://trendshift.io/api/badge/repositories/82054" alt="morluto%2Frea | Trendshift" width="250" height="55"/></a>

-**[網站](https://rea.tools/) · [指南](https://rea.tools/guides/) · [案例](https://rea.tools/showcase/)**
+**[網站](https://rea.tools/zh-TW/) · [指南](https://rea.tools/zh-TW/guides/) · [案例](https://rea.tools/zh-TW/showcase/)**

 [快速開始](#快速開始) · [REA 的工作原理](#rea-的工作原理) · [可以分析什麼](#可以分析什麼) · [案例](#案例) · [常見問題](#常見問題) · [文件](#文件)

@@ -54,7 +54,7 @@ REA 將 AI 代理連接到分析工具，用於檢查原生二進位檔案、Jav

 設定流程會向 AI 代理註冊 REA，並安裝對應的工作流程指引。原生分析可以使用已有的 Hopper 或 Ghidra；設定流程也可以在你核准後安裝 Hopper。靜態 JavaScript 分析不需要這兩個引擎。

-> **[訪問 REA 網站](https://rea.tools/)**，查看設定說明、圖解指南和真實案例。
+> **[訪問 REA 網站](https://rea.tools/zh-TW/)**，查看設定說明、圖解指南和真實案例。

 ## 快速開始

@@ -133,15 +133,18 @@ REA 需要 Node.js 22.x（>=22.19）、24.x（>=24.11）或 26+，以及 npm。

 | 目標                  | REA 返回的內容                                                  | 要求與指南                                                                                                             |
 | --------------------- | --------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------- |
-| 原生二進位檔案        | 偽程式碼、組合語言、字串、符號、呼叫和引用                      | Hopper、Ghidra 或 IDA；[原生分析](https://rea.tools/guides/native/)                                                    |
+| 原生二進位檔案        | 偽程式碼、組合語言、字串、符號、呼叫和引用                      | Hopper、Ghidra 或 IDA；[原生分析](https://rea.tools/zh-TW/guides/native/)                                              |
 | 離線 ELF 佈局         | 節、段、原始符號/重定位資訊及靜態防護機制候選項                 | Linux x64 上由呼叫方提供的 pwntools；[二進位診斷](docs/binary-diagnostics.md)                                          |
-| EVM 位元組碼          | 分派選擇器、位元組偏移、推斷的參數和狀態可變性                  | 本地原始位元組/十六進位輸入載體；[離線 EVM 指南](docs/evm-bytecode.md)                                                 |
-| 已記錄的 Linux 崩潰   | 原始 note 記錄、每個已記錄執行緒的暫存器/訊號及可選的對映候選項 | 呼叫方提供的 pwntools；可選的 GDB/pwndbg；[已記錄崩潰](docs/recorded-crashes.md)                                       |
-| JavaScript / Electron | 模組、匯入、source map、路由、IPC 和原生附加元件關係            | Node.js 和 npm；[應用分析](https://rea.tools/guides/javascript/)                                                       |
-| 網站                  | 頁面結構、腳本、網路觀察結果和按請求獲取的螢幕擷取畫面          | Chrome 系瀏覽器；[瀏覽器分析](https://rea.tools/guides/browser/)                                                       |
+| EVM 位元組碼          | 分派選擇器、位元組偏移、推斷的參數和狀態可變性                  | Linux x64 上的本地原始位元組/十六進位輸入載體；[離線 EVM 指南](docs/evm-bytecode.md)                                   |
+| 已記錄的 Linux 崩潰   | 原始 note 記錄、每個已記錄執行緒的暫存器/訊號及可選的對映候選項 | Linux x64 上由呼叫方提供的 pwntools；可選的 GDB/pwndbg；[已記錄崩潰](docs/recorded-crashes.md)                         |
+| JavaScript / Electron | 模組、匯入、source map、路由、IPC 和原生附加元件關係            | Node.js 和 npm；[應用分析](https://rea.tools/zh-TW/guides/javascript/)                                                 |
+| 網站                  | 頁面結構、腳本、網路觀察結果和按請求獲取的螢幕擷取畫面          | Chrome 系瀏覽器；[瀏覽器分析](https://rea.tools/zh-TW/guides/browser/)                                                 |
 | 已保存的網路擷取      | 請求、回應、可訪問的酬載和來源位置                              | HAR；原生 mitmproxy 擷取需要 Linux 上的 mitmdump；[擷取指南](docs/web-network-captures.md)                             |
 | .NET 程式集           | 中繼資料、CIL 指令、聲明的原生依賴和建置對比                    | 靜態檢查；[托管程式碼指南](docs/managed-code-analysis.md)                                                              |
-| Android APK           | 清單聲明、類別、反編譯的方法和引用                              | Linux/macOS 上的無界面 JADX 和完整 JDK；[Android 指南](docs/android-analysis.md)                                       |
+| Android APK           | 清單聲明、類別、反編譯的方法和引用                              | Linux/macOS/Windows x64 上的無界面 JADX 和完整 JDK；[Android 指南](docs/android-analysis.md)                           |
+| Android 裝置          | 裝置、套件、程序、日誌、傾印、螢幕擷取以及 APK/檔案傳輸         | 呼叫端提供的 adb（模擬器或實體裝置）；[ADB 指南](docs/adb-device-analysis.md)                                          |
+| JEB 專案              | 引擎支援的專案單元、成品摘要和型別/方法的虛擬碼                 | 由呼叫端啟動、提供 MCP 的 JEB 用戶端，透過 REA_JEB_MCP_URL 選擇；[JEB 指南](docs/jeb-analysis.md)                      |
+| Android 資源          | 解碼後的清單、字串表、語系和版本資訊                            | 呼叫端提供的 Apktool 啟動器；[資源指南](docs/apktool-resource-analysis.md)                                             |
 | 韌體                  | 區域、提取結果和轉交原生分析的內容                              | Linux 上的 Binwalk / Unblob；[韌體指南](docs/firmware-analysis.md)                                                     |
 | 軟體包與資源          | 檔案清單、摘要、plist、Apple bundle 結構和提取的資源            | [製品與 JavaScript 指南](docs/javascript-artifact-reconstruction.md)、[Apple 應用](docs/apple-application-analysis.md) |
 | 處理程序行為          | 終端輸出、互動、退出和檔案系統觀察結果，以及執行對比            | 支援原生 PTY 的 Linux/macOS；[處理程序擷取](docs/process-capture.md)                                                   |
@@ -154,26 +157,26 @@ REA 需要 Node.js 22.x（>=22.19）、24.x（>=24.11）或 26+，以及 npm。

 ## 案例

-[![DX-Ball 聲音平移、Notion 剪貼簿橋接與 TH04 彈幕環案例的插圖](docs/assets/rea-showcases.png)](https://rea.tools/showcase/)
+[![DX-Ball 聲音平移、Notion 剪貼簿橋接與 TH04 彈幕環案例的插圖](docs/assets/rea-showcases.png)](https://rea.tools/zh-TW/showcase/)

 ### DX-Ball：重建聲像計算

 沿聲音呼叫追蹤到根據位置計算聲像的輔助函數，檢查指令，將不完整的偽程式碼轉為 C。重建結果通過了 3,205 個原始 x86 測試用例，並復現了編譯後函數的全部 63 個位元組。

-[閱讀案例](https://rea.tools/showcase/dx-ball/) ·
+[閱讀案例](https://rea.tools/zh-TW/showcase/dx-ball/) ·
 [重建專案儲存庫](https://github.com/N0zoM1z0/dx-ball)

 ### Notion：追蹤 Electron 剪貼簿橋

 找到渲染處理程序的剪貼簿 API，沿 preload 和 IPC 追蹤到主處理程序，並檢查富格式剪貼簿資料。

-[閱讀案例](https://rea.tools/showcase/notion/)
+[閱讀案例](https://rea.tools/zh-TW/showcase/notion/)

 ### TH04：恢復 DOS 環形子彈的計算

 檢查原始 PC-98 遊戲的 16 位指令，恢復固定角度和瞄準角度的計算，並將重建的 C++ 與當年的編譯器輸出進行對比。

-[閱讀案例](https://rea.tools/showcase/th04/) ·
+[閱讀案例](https://rea.tools/zh-TW/showcase/th04/) ·
 [重建專案儲存庫](https://github.com/N0zoM1z0/th04)

 如果你用 REA 分析了有趣的目標，我們很想瞭解。歡迎通過 [issue](https://github.com/morluto/rea/issues) 或 [pull request](https://github.com/morluto/rea/pulls) 分享案例，說明目標、你的問題、REA 如何提供幫助，以及你的發現。
@@ -245,7 +248,7 @@ npx rea-agents@latest setup

 ## 文件

-可以先閱讀網站上的[實操指南](https://rea.tools/guides/)。具體選項、前提條件和結果契約見：
+可以先閱讀網站上的[實操指南](https://rea.tools/zh-TW/guides/)。具體選項、前提條件和結果契約見：

 - [安裝與設定](docs/installation.md)：AI 代理註冊、提供者組態、更新和卸載。
 - [就緒檢查與故障排查](docs/installation.md#check-readiness-for-your-task)：診斷特定 AI 代理或分析引擎。
@@ -258,7 +261,7 @@ npx rea-agents@latest setup

 ## Star 歷史

-🎉 **GitHub Star 達到 50,000 個，感謝大家！**
+🎉 **GitHub Star 達到 90,000 個，感謝大家！**

 感謝每一位使用 REA、報告錯誤、提出功能需求、測試建置和貢獻修復的朋友。

@@ -1,8 +1,8 @@
 <div align="center">

-[English](README.md) · **简体中文** · [繁體中文](README_zh-TW.md) · [日本語](README_ja.md) · [한국어](README_ko.md) · [Türkçe](README_tr.md) · [Русский](README_ru.md) · [Tiếng Việt](README_vi.md) · [ไทย](README_th.md) · [Deutsch](README_de.md) · [Español](README_es.md) · [Français](README_fr.md) · [Українська](README_uk.md) · [Polski](README_pl.md) · [Português (Brasil)](README_pt-BR.md) · [العربية](README_ar.md) · [فارسی](README_fa.md) · [Bahasa Indonesia](README_id.md)
+[English](README.md) · **简体中文** · [繁體中文](README_zh-TW.md) · [日本語](README_ja.md) · [한국어](README_ko.md) · [Türkçe](README_tr.md) · [Русский](README_ru.md) · [Tiếng Việt](README_vi.md) · [ไทย](README_th.md) · [Deutsch](README_de.md) · [Español](README_es.md) · [Français](README_fr.md) · [Українська](README_uk.md) · [Polski](README_pl.md) · [Português (Brasil)](README_pt-BR.md) · [العربية](README_ar.md) · [فارسی](README_fa.md) · [Bahasa Indonesia](README_id.md) · [Italiano](README_it.md)

-# REA：逆向分析一切
+# REA：逆向一切

 ### 通过一个 MCP 服务，逆向分析二进制文件、应用程序和运行时行为。

@@ -18,7 +18,7 @@

 <a href="https://trendshift.io/repositories/82054?utm_source=repository-badge&amp;utm_medium=badge&amp;utm_campaign=badge-repository-82054" target="_blank" rel="noopener noreferrer"><img src="https://trendshift.io/api/badge/repositories/82054" alt="morluto%2Frea | Trendshift" width="250" height="55"/></a>

-**[网站](https://rea.tools/) · [指南](https://rea.tools/guides/) · [案例](https://rea.tools/showcase/)**
+**[网站](https://rea.tools/zh-CN/) · [指南](https://rea.tools/zh-CN/guides/) · [案例](https://rea.tools/zh-CN/showcase/)**

 [快速开始](#快速开始) · [REA 的工作原理](#rea-的工作原理) · [可以分析什么](#可以分析什么) · [案例](#案例) · [常见问题](#常见问题) · [文档](#文档)

@@ -54,7 +54,7 @@ REA 将智能体连接到分析工具，用于检查原生二进制文件、Java

 设置流程会向智能体注册 REA，并安装匹配的工作流指引。原生分析可以使用已有的 Hopper 或 Ghidra；设置流程也可以在你批准后安装 Hopper。静态 JavaScript 分析不需要这两个引擎。

-> **[访问 REA 网站](https://rea.tools/)**，查看设置说明、图解指南和真实案例。
+> **[访问 REA 网站](https://rea.tools/zh-CN/)**，查看设置说明、图解指南和真实案例。

 ## 快速开始

@@ -133,15 +133,18 @@ REA 需要 Node.js 22.x（>=22.19）、24.x（>=24.11）或 26+，以及 npm。

 | 目标                  | REA 返回的内容                                                | 要求与指南                                                                                                             |
 | --------------------- | ------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------- |
-| 原生二进制文件        | 伪代码、汇编、字符串、符号、调用和引用                        | Hopper、Ghidra 或 IDA；[原生分析](https://rea.tools/guides/native/)                                                    |
+| 原生二进制文件        | 伪代码、汇编、字符串、符号、调用和引用                        | Hopper、Ghidra 或 IDA；[原生分析](https://rea.tools/zh-CN/guides/native/)                                              |
 | 离线 ELF 布局         | 节、段、原始符号/重定位信息及静态防护机制候选项               | Linux x64 上由调用方提供的 pwntools；[二进制诊断](docs/binary-diagnostics.md)                                          |
-| EVM 字节码            | 分派选择器、字节偏移、推断的参数和状态可变性                  | 本地原始字节/十六进制输入载体；[离线 EVM 指南](docs/evm-bytecode.md)                                                   |
-| 已记录的 Linux 崩溃   | 原始 note 记录、每个已记录线程的寄存器/信号及可选的映射候选项 | 调用方提供的 pwntools；可选的 GDB/pwndbg；[已记录崩溃](docs/recorded-crashes.md)                                       |
-| JavaScript / Electron | 模块、导入、source map、路由、IPC 和原生扩展关系              | Node.js 和 npm；[应用分析](https://rea.tools/guides/javascript/)                                                       |
-| 网站                  | 页面结构、脚本、网络观察结果和按请求获取的截图                | Chrome 系浏览器；[浏览器分析](https://rea.tools/guides/browser/)                                                       |
+| EVM 字节码            | 分派选择器、字节偏移、推断的参数和状态可变性                  | Linux x64 上的本地原始字节/十六进制输入载体；[离线 EVM 指南](docs/evm-bytecode.md)                                     |
+| 已记录的 Linux 崩溃   | 原始 note 记录、每个已记录线程的寄存器/信号及可选的映射候选项 | Linux x64 上由调用方提供的 pwntools；可选的 GDB/pwndbg；[已记录崩溃](docs/recorded-crashes.md)                         |
+| JavaScript / Electron | 模块、导入、source map、路由、IPC 和原生扩展关系              | Node.js 和 npm；[应用分析](https://rea.tools/zh-CN/guides/javascript/)                                                 |
+| 网站                  | 页面结构、脚本、网络观察结果和按请求获取的截图                | Chrome 系浏览器；[浏览器分析](https://rea.tools/zh-CN/guides/browser/)                                                 |
 | 已保存的网络捕获      | 请求、响应、可访问的载荷和来源位置                            | HAR；原生 mitmproxy 捕获需要 Linux 上的 mitmdump；[捕获指南](docs/web-network-captures.md)                             |
 | .NET 程序集           | 元数据、CIL 指令、声明的原生依赖和构建对比                    | 静态检查；[托管代码指南](docs/managed-code-analysis.md)                                                                |
-| Android APK           | 清单声明、类、反编译的方法和引用                              | Linux/macOS 上的无界面 JADX 和完整 JDK；[Android 指南](docs/android-analysis.md)                                       |
+| Android APK           | 清单声明、类、反编译的方法和引用                              | Linux/macOS/Windows x64 上的无界面 JADX 和完整 JDK；[Android 指南](docs/android-analysis.md)                           |
+| Android 设备          | 设备、软件包、进程、日志、转储、屏幕截图以及 APK/文件传输     | 调用方提供的 adb（模拟器或实体设备）；[ADB 指南](docs/adb-device-analysis.md)                                          |
+| JEB 项目              | 引擎支持的项目单元、工件摘要和类型/方法的伪代码               | 由调用方启动、提供 MCP 的 JEB 客户端，通过 REA_JEB_MCP_URL 选择；[JEB 指南](docs/jeb-analysis.md)                      |
+| Android 资源          | 解码后的清单、字符串表、语言区域和版本信息                    | 调用方提供的 Apktool 启动器；[资源指南](docs/apktool-resource-analysis.md)                                             |
 | 固件                  | 区域、提取结果和转交原生分析的内容                            | Linux 上的 Binwalk / Unblob；[固件指南](docs/firmware-analysis.md)                                                     |
 | 软件包与资源          | 文件清单、摘要、plist、Apple bundle 结构和提取的资源          | [制品与 JavaScript 指南](docs/javascript-artifact-reconstruction.md)、[Apple 应用](docs/apple-application-analysis.md) |
 | 进程行为              | 终端输出、交互、退出和文件系统观察结果，以及运行对比          | 支持原生 PTY 的 Linux/macOS；[进程捕获](docs/process-capture.md)                                                       |
@@ -154,26 +157,26 @@ REA 需要 Node.js 22.x（>=22.19）、24.x（>=24.11）或 26+，以及 npm。

 ## 案例

-[![DX-Ball 声音平移、Notion 剪贴板桥接与 TH04 弹幕环案例的插图](docs/assets/rea-showcases.png)](https://rea.tools/showcase/)
+[![DX-Ball 声音平移、Notion 剪贴板桥接与 TH04 弹幕环案例的插图](docs/assets/rea-showcases.png)](https://rea.tools/zh-CN/showcase/)

 ### DX-Ball：重建声像计算

 沿声音调用追踪到根据位置计算声像的辅助函数，检查指令，将不完整的伪代码转为 C。重建结果通过了 3,205 个原始 x86 测试用例，并复现了编译后函数的全部 63 个字节。

-[阅读案例](https://rea.tools/showcase/dx-ball/) ·
+[阅读案例](https://rea.tools/zh-CN/showcase/dx-ball/) ·
 [重建项目仓库](https://github.com/N0zoM1z0/dx-ball)

 ### Notion：追踪 Electron 剪贴板桥

 找到渲染进程的剪贴板 API，沿 preload 和 IPC 追踪到主进程，并检查富格式剪贴板数据。

-[阅读案例](https://rea.tools/showcase/notion/)
+[阅读案例](https://rea.tools/zh-CN/showcase/notion/)

 ### TH04：恢复 DOS 环形子弹的计算

 检查原始 PC-98 游戏的 16 位指令，恢复固定角度和瞄准角度的计算，并将重建的 C++ 与当年的编译器输出进行对比。

-[阅读案例](https://rea.tools/showcase/th04/) ·
+[阅读案例](https://rea.tools/zh-CN/showcase/th04/) ·
 [重建项目仓库](https://github.com/N0zoM1z0/th04)

 如果你用 REA 分析了有趣的目标，我们很想了解。欢迎通过 [issue](https://github.com/morluto/rea/issues) 或 [pull request](https://github.com/morluto/rea/pulls) 分享案例，说明目标、你的问题、REA 如何提供帮助，以及你的发现。
@@ -245,7 +248,7 @@ npx rea-agents@latest setup

 ## 文档

-可以先阅读网站上的[实操指南](https://rea.tools/guides/)。具体选项、前提条件和结果契约见：
+可以先阅读网站上的[实操指南](https://rea.tools/zh-CN/guides/)。具体选项、前提条件和结果契约见：

 - [安装与设置](docs/installation.md)：智能体注册、提供方配置、更新和卸载。
 - [就绪检查与故障排查](docs/installation.md#check-readiness-for-your-task)：诊断特定智能体或分析引擎。
@@ -258,7 +261,7 @@ npx rea-agents@latest setup

 ## Star 历史

-🎉 **GitHub Star 达到 50,000 个，感谢大家！**
+🎉 **GitHub Star 达到 90,000 个，感谢大家！**

 感谢每一位使用 REA、报告错误、提出功能需求、测试构建和贡献修复的朋友。

@@ -0,0 +1,151 @@
+import ghidra.app.script.GhidraScript;
+import ghidra.program.model.address.Address;
+import ghidra.program.model.address.AddressSpace;
+import ghidra.program.model.listing.Function;
+import ghidra.program.model.listing.Program;
+import ghidra.program.model.mem.MemoryBlock;
+import ghidra.program.model.symbol.SourceType;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Files;
+import java.nio.file.LinkOption;
+import java.nio.file.Path;
+import java.security.MessageDigest;
+import java.util.ArrayList;
+import java.util.HexFormat;
+import java.util.List;
+
+/**
+ * Apply caller-declared analysis seeds before default auto-analysis.
+ *
+ * The single argument is REA's canonical seed snapshot: one
+ * {@code 0x<hex>\t(function|code|label)[\tname]} line per seed. Code seeds are
+ * applied after functions (highest address first), then labels. The outcome is stored as a
+ * program property that the bridge reports during its handshake.
+ */
+public final class ReaGhidraApplySeeds extends GhidraScript {
+    static final String REPORT_OPTION = "REA analysis seeds";
+
+    private record Seed(Address address, String kind, String name) {}
+
+    @Override
+    public void run() throws Exception {
+        String[] args = getScriptArgs();
+        if (args.length != 1) {
+            throw new IllegalArgumentException("REA seed script requires exactly one seed file");
+        }
+        Path path = Path.of(args[0]);
+        if (!Files.isRegularFile(path, LinkOption.NOFOLLOW_LINKS)) {
+            throw new IllegalArgumentException("REA seed file is not a regular file");
+        }
+        byte[] bytes = Files.readAllBytes(path);
+        String sha256 = HexFormat.of().formatHex(
+            MessageDigest.getInstance("SHA-256").digest(bytes)
+        );
+        AddressSpace space = currentProgram.getAddressFactory().getDefaultAddressSpace();
+        List<Seed> seeds = new ArrayList<>();
+        for (String line : new String(bytes, StandardCharsets.UTF_8).split("\n")) {
+            if (line.isEmpty()) continue;
+            String[] fields = line.split("\t", -1);
+            if (fields.length < 2 || fields.length > 3 || !fields[0].startsWith("0x")) {
+                throw new IllegalArgumentException("REA seed snapshot is malformed");
+            }
+            Address address;
+            try {
+                address = space.getAddress(Long.parseUnsignedLong(fields[0].substring(2), 16));
+            } catch (ghidra.program.model.address.AddressOutOfBoundsException e) {
+                address = null;
+            }
+            seeds.add(new Seed(address, fields[1], fields.length == 3 ? fields[2] : null));
+        }
+
+        // Highest address first: a function body computed before analysis stops at
+        // an existing function entry, so later creations cannot swallow earlier ones.
+        seeds.sort((left, right) -> {
+            if (left.address() == null) return right.address() == null ? 0 : 1;
+            if (right.address() == null) return -1;
+            return right.address().compareTo(left.address());
+        });
+        int unmapped = 0;
+        int logged = 0;
+        int codeDecoded = 0, codeFailed = 0;
+        int functionCreated = 0, functionExisting = 0, functionFailed = 0;
+        int labelApplied = 0, labelFailed = 0;
+        for (String pass : new String[] { "function", "code", "label" }) {
+            for (Seed seed : seeds) {
+                if (!seed.kind().equals(pass)) continue;
+                monitor.checkCancelled();
+                MemoryBlock block = seed.address() == null
+                    ? null
+                    : currentProgram.getMemory().getBlock(seed.address());
+                if (block == null || (!pass.equals("label") && !block.isInitialized())) {
+                    unmapped++;
+                    continue;
+                }
+                switch (pass) {
+                    case "code" -> {
+                        if (decoded(seed.address())) codeDecoded++;
+                        else {
+                            codeFailed++;
+                            if (logged++ < 20) println("REA seed failed: code " + seed.address() + " " + why(seed.address()));
+                        }
+                    }
+                    case "function" -> {
+                        Function existing = getFunctionAt(seed.address());
+                        if (existing != null) {
+                            functionExisting++;
+                            if (seed.name() != null) {
+                                existing.setName(seed.name(), SourceType.USER_DEFINED);
+                            }
+                        } else if (decoded(seed.address()) &&
+                            createFunction(seed.address(), seed.name()) != null) {
+                            functionCreated++;
+                        } else {
+                            functionFailed++;
+                            if (logged++ < 20) println("REA seed failed: function " + seed.address() + " " + why(seed.address()));
+                        }
+                    }
+                    default -> {
+                        try {
+                            createLabel(seed.address(), seed.name(), true, SourceType.USER_DEFINED);
+                            labelApplied++;
+                        } catch (Exception e) {
+                            labelFailed++;
+                        }
+                    }
+                }
+            }
+        }
+        String report = "{\"format\":\"rea-ghidra-seeds-v1\",\"sha256\":\"" + sha256 + "\"" +
+            ",\"entries\":" + seeds.size() +
+            ",\"function_created\":" + functionCreated +
+            ",\"function_existing\":" + functionExisting +
+            ",\"function_failed\":" + functionFailed +
+            ",\"code_decoded\":" + codeDecoded +
+            ",\"code_failed\":" + codeFailed +
+            ",\"label_applied\":" + labelApplied +
+            ",\"label_failed\":" + labelFailed +
+            ",\"unmapped\":" + unmapped + "}";
+        currentProgram.getOptions(Program.PROGRAM_INFO).setString(REPORT_OPTION, report);
+        println("REA seeds applied: " + report);
+    }
+
+    private String why(Address address) {
+        if (getDataAt(address) != null) return "defined data " + getDataAt(address).getDataType().getName();
+        var containing = getInstructionContaining(address);
+        if (containing != null && !containing.getAddress().equals(address))
+            return "inside instruction at " + containing.getAddress();
+        Function owner = getFunctionContaining(address);
+        if (owner != null) return "inside function " + owner.getEntryPoint();
+        return getInstructionAt(address) == null ? "undecodable" : "function creation refused";
+    }
+
+    /** Decode one instruction flow at an address, keeping an existing decode. */
+    private boolean decoded(Address address) {
+        if (getInstructionAt(address) != null) return true;
+        if (getDataAt(address) != null || getInstructionContaining(address) != null) {
+            return false;
+        }
+        disassemble(address);
+        return getInstructionAt(address) != null;
+    }
+}
@@ -0,0 +1,123 @@
+import ghidra.app.cmd.function.CreateFunctionCmd;
+import ghidra.app.script.GhidraScript;
+import ghidra.program.model.address.Address;
+import ghidra.program.model.listing.*;
+import ghidra.program.model.symbol.FlowType;
+import ghidra.program.model.symbol.Reference;
+import ghidra.program.model.pcode.PcodeOp;
+import java.util.ArrayDeque;
+import java.util.Deque;
+import java.util.HashSet;
+import java.util.Set;
+import java.util.TreeSet;
+
+/**
+ * Undo wrong no-return flags from auto-analysis. A function flagged no-return that contains a
+ * real RET is an ordinary function (stream readers, cxa_guard_acquire, ...). Known returning
+ * libc/TLS imports have no body to inspect, so clear their flags by exact external ABI name.
+ * Callers treated the call as a terminator and the decompiler truncated them. Clear the flag, then re-disassemble only
+ * the call sites of the functions that were cleared and refit their owning functions in place.
+ */
+public final class ReaGhidraNoReturnFix extends GhidraScript {
+  private static final Set<String> RETURNING_IMPORTS = Set.of(
+      "malloc", "__tls_get_addr", "memcpy", "memset", "strlen", "__errno_location");
+
+  @Override
+  public void run() throws Exception {
+    // Windows P0 does not admit analysis-database mutation.
+    if (System.getProperty("os.name", "").startsWith("Windows")) return;
+    FunctionManager fm = currentProgram.getFunctionManager();
+    Listing li = currentProgram.getListing();
+    Set<Address> cleared = new HashSet<>();
+    Deque<Address> pending = new ArrayDeque<>();
+    for (Function f : fm.getExternalFunctions()) {
+      monitor.checkCancelled();
+      // Do not apply import-name assumptions to local functions or to arbitrary externals.
+      if (!f.hasNoReturn() || !RETURNING_IMPORTS.contains(externalAbiName(f))) continue;
+      f.setNoReturn(false);
+      enqueueReturning(f, cleared, pending);
+    }
+    for (Function f : fm.getFunctions(true)) {
+      monitor.checkCancelled();
+      if (clearDecodedReturn(f, li)) {
+        enqueueReturning(f, cleared, pending);
+      }
+    }
+    int redone = 0;
+    TreeSet<Address> owners = new TreeSet<>();
+    while (!pending.isEmpty()) {
+      Address target = pending.removeFirst();
+      TreeSet<Address> sites = new TreeSet<>();
+      // References include computed import calls after Ghidra resolves their destination.
+      // Collect before redisassembly mutates the reference table.
+      for (Reference reference : currentProgram.getReferenceManager().getReferencesTo(target)) {
+        monitor.checkCancelled();
+        sites.add(reference.getFromAddress());
+      }
+      for (Address s : sites) {
+        monitor.checkCancelled();
+        Instruction ins = li.getInstructionAt(s);
+        if (ins == null) continue;
+        FlowType ft = ins.getFlowType();
+        if (!(ft.isCall() && ft.isTerminal())) continue;
+        Address[] flows = ins.getFlows();
+        boolean callsTarget = false;
+        for (Address flow : flows) {
+          if (flow.equals(target)) callsTarget = true;
+        }
+        if (!callsTarget) continue;
+        // Do not redisassemble into an independently identified function.
+        Address next = ins.getMaxAddress().add(1);
+        if (fm.getFunctionAt(next) != null || !currentProgram.getMemory().contains(next)) continue;
+        Function owner = fm.getFunctionContaining(s);
+        if (owner != null && !owner.isThunk()) owners.add(owner.getEntryPoint());
+        clearListing(ins.getMinAddress(), ins.getMaxAddress());
+        disassemble(s);
+        redone++;
+        // Refit the body in place so the name, signature and calling convention survive.
+        if (owner != null && !owner.isThunk()) {
+          CreateFunctionCmd.fixupFunctionBody(currentProgram, owner, monitor);
+          // Auto-analysis may have propagated the false flag to this truncated caller.
+          // Its RET becomes visible only now; repair its callers in the same pass.
+          if (clearDecodedReturn(owner, li)) enqueueReturning(owner, cleared, pending);
+        }
+      }
+    }
+    // No analyzeChanges here: on libpl2.so it adds about 70 s, which pushes startup past the 330 s deadline.
+    println(
+        "REA no-return fix: cleared=" + cleared.size() + " sites=" + redone + " refit=" + owners.size());
+  }
+
+  private void enqueueReturning(Function function, Set<Address> cleared, Deque<Address> pending) {
+    if (cleared.add(function.getEntryPoint())) pending.addLast(function.getEntryPoint());
+    // A thunk inherits the flag of the function it forwards to, including through other thunks.
+    Address[] thunks = function.getFunctionThunkAddresses(true);
+    if (thunks == null) return;
+    for (Address thunk : thunks) {
+      if (cleared.add(thunk)) pending.addLast(thunk);
+    }
+  }
+
+  private String externalAbiName(Function function) {
+    String name = function.getName();
+    // Mach-O stores C-linkage symbols with one object-format underscore prefix.
+    if (currentProgram.getExecutableFormat().contains("Mach-O") && name.startsWith("_"))
+      return name.substring(1);
+    return name;
+  }
+
+  private boolean clearDecodedReturn(Function function, Listing listing) throws Exception {
+    if (!function.hasNoReturn() || function.isThunk()) return false;
+    for (Instruction instruction : listing.getInstructions(function.getBody(), true)) {
+      monitor.checkCancelled();
+      FlowType flow = instruction.getFlowType();
+      if (flow.isJump() || flow.isCall()) continue;
+      for (PcodeOp operation : instruction.getPcode()) {
+        if (operation.getOpcode() != PcodeOp.RETURN) continue;
+        function.setNoReturn(false);
+        return true;
+      }
+    }
+    return false;
+  }
+}
@@ -1016,73 +1016,87 @@ def _dispatch(method, params):
 def _serve_connection(connection):
    """Serve one capability-authenticated NDJSON connection."""
    file = connection.makefile("rwb")
-    while True:
-        line = file.readline()
-        if not line:
-            break
-        request_id = None
-        authenticated = False
-        should_stop = False
-        try:
+    should_stop = False
+    try:
+        while True:
+            line = file.readline()
+            if not line:
+                break
+            request_id = None
+            authenticated = False
+            should_stop = False
            try:
-                request = json.loads(line.decode("utf-8"))
-            except (UnicodeDecodeError, json.JSONDecodeError) as error:
-                raise InvalidRequestError("Invalid bridge request JSON") from error
-            if not isinstance(request, dict) or set(request) != {"id", "token", "method", "params"}:
-                raise InvalidRequestError("Invalid bridge request shape")
-            request_id = request["id"]
-            if isinstance(request_id, bool) or not isinstance(request_id, int) or request_id < 0:
-                raise InvalidRequestError("Invalid bridge request id")
-            if (
-                not isinstance(request["method"], str) or not request["method"]
-                or not isinstance(request["params"], dict)
-            ):
-                raise InvalidRequestError("Invalid bridge method or parameters")
-            if (
-                not isinstance(request["token"], str) or not request["token"].isascii()
-                or not hmac.compare_digest(request["token"], REA_TOKEN)
-            ):
-                raise PermissionError("Invalid bridge capability")
-            authenticated = True
-            _write_message(file, {"id": request_id, "event": {
-                "type": "progress",
-                "phase": "hopper_bridge",
-                "completed": 0,
-                "total": 1,
-                "message": "Hopper bridge started request",
-            }})
-            result = _dispatch(request["method"], request["params"])
-            should_stop = request["method"] == "shutdown_document" or (
-                request["method"] == "shutdown" and not result.get("cleanup_required", False)
-            )
-            safe_result = _json_safe(result)
-            _write_message(file, {"id": request_id, "event": {
-                "type": "progress",
-                "phase": "hopper_bridge",
-                "completed": 1,
-                "total": 1,
-                "message": "Hopper bridge completed request",
-                "terminal": True,
-            }})
-            response = {"id": request_id, "result": safe_result}
-        except Exception as error:
-            diagnostic = _safe_diagnostic(error)
-            if authenticated:
+                try:
+                    request = json.loads(line.decode("utf-8"))
+                except (UnicodeDecodeError, json.JSONDecodeError) as error:
+                    raise InvalidRequestError("Invalid bridge request JSON") from error
+                if not isinstance(request, dict) or set(request) != {"id", "token", "method", "params"}:
+                    raise InvalidRequestError("Invalid bridge request shape")
+                request_id = request["id"]
+                if isinstance(request_id, bool) or not isinstance(request_id, int) or request_id < 0:
+                    raise InvalidRequestError("Invalid bridge request id")
+                if (
+                    not isinstance(request["method"], str) or not request["method"]
+                    or not isinstance(request["params"], dict)
+                ):
+                    raise InvalidRequestError("Invalid bridge method or parameters")
+                if (
+                    not isinstance(request["token"], str) or not request["token"].isascii()
+                    or not hmac.compare_digest(request["token"], REA_TOKEN)
+                ):
+                    raise PermissionError("Invalid bridge capability")
+                authenticated = True
                _write_message(file, {"id": request_id, "event": {
-                    "type": "diagnostic",
-                    "error": diagnostic,
+                    "type": "progress",
+                    "phase": "hopper_bridge",
+                    "completed": 0,
+                    "total": 1,
+                    "message": "Hopper bridge started request",
                }})
-            response_id = request_id if (
-                isinstance(request_id, int)
-                and not isinstance(request_id, bool)
-                and request_id >= 0
-            ) else 0
-            response = {"id": response_id, "error": diagnostic}
-        _write_message(file, response)
-        if should_stop:
-            break
-    file.close()
-    connection.close()
+                result = _dispatch(request["method"], request["params"])
+                should_stop = request["method"] in ("shutdown", "shutdown_document") and (
+                    result.get("shutdown") is True and (
+                        (result.get("document_closed") is True and result.get("analysis_stopped") is True)
+                        or (result.get("document_closed") is False and result.get("document_retained") is True)
+                    )
+                )
+                safe_result = _json_safe(result)
+                _write_message(file, {"id": request_id, "event": {
+                    "type": "progress",
+                    "phase": "hopper_bridge",
+                    "completed": 1,
+                    "total": 1,
+                    "message": "Hopper bridge completed request",
+                    "terminal": True,
+                }})
+                response = {"id": request_id, "result": safe_result}
+            except Exception as error:
+                diagnostic = _safe_diagnostic(error)
+                if authenticated:
+                    _write_message(file, {"id": request_id, "event": {
+                        "type": "diagnostic",
+                        "error": diagnostic,
+                    }})
+                response_id = request_id if (
+                    isinstance(request_id, int)
+                    and not isinstance(request_id, bool)
+                    and request_id >= 0
+                ) else 0
+                response = {"id": response_id, "error": diagnostic}
+            _write_message(file, response)
+            if should_stop:
+                break
+    except (ConnectionError, OSError):
+        # A lost client cannot confirm document closure or revoke this run.
+        pass
+    finally:
+        try:
+            file.close()
+        except OSError:
+            # Closing a failed writer can repeat the same disconnected-pipe error.
+            pass
+        connection.close()
+    return should_stop


 def _write_message(file, message):
@@ -1124,8 +1138,17 @@ def _run():
    os.chmod(REA_SOCKET, 0o600)
    server.listen(1)
    try:
-        connection, _ = server.accept()
-        _serve_connection(connection)
+        while True:
+            try:
+                connection, _ = server.accept()
+            except socket.timeout:
+                break
+            connection.settimeout(None)
+            if _serve_connection(connection):
+                break
+            # Match REA's cleanup handshake budget without pinning Hopper's
+            # Python thread indefinitely after a client disappears.
+            server.settimeout(REA_RECONNECT_TIMEOUT_SECONDS)
    finally:
        server.close()
        if os.path.exists(REA_SOCKET):
@@ -0,0 +1,170 @@
+# ADB device inspection and acquisition
+
+REA inspects connected Android devices, reads device state, and transfers
+files and packages through the caller's `adb` binary. Emulators, USB
+devices, and network devices participate alike: REA neither starts nor
+manages them and never installs platform tools. Every operation composes a
+fixed adb argument vector — caller values occupy positional arguments only
+and are quoted when adb forwards them to the device shell.
+
+The adb client may start its local server on first device query; that is adb
+client behavior, recorded in the tool result when observed.
+`inspect_adb_client` probes only the binary and never contacts the server.
+
+## Supply tools
+
+Use any Android platform-tools `adb` (verified with 34.0.5). Select it
+through the environment:
+
+```sh
+# Optional: absolute path to the adb binary; without it, adb resolves from PATH.
+export REA_ADB_PATH=/absolute/path/to/adb
+```
+
+REA never installs the Android SDK, an emulator, or a system image.
+Readiness is `rea inspect-adb-client`: it runs `adb version` and reports the
+resolved binary, its version, and where it was selected from. A missing
+binary reports `capability_unavailable` with the `REA_ADB_PATH` remediation
+rather than attempting an installation.
+
+## Answer an analyst question
+
+```sh
+# Device identity
+rea inspect-adb-client
+rea list-adb-devices
+rea inspect-adb-device emulator-5554
+rea inspect-adb-display emulator-5554
+rea list-adb-features emulator-5554
+rea list-adb-services emulator-5554
+
+# Find and acquire an app (the easy-get flow)
+rea resolve-adb-packages emulator-5554 whatsapp
+rea list-adb-packages emulator-5554 --scope third_party
+rea inspect-adb-package emulator-5554 com.whatsapp
+rea pull-adb-package emulator-5554 com.whatsapp --output-directory /tmp/acq
+rea inspect-android-package /tmp/acq/com.whatsapp/base.apk
+
+# Device state and files
+rea list-adb-processes emulator-5554
+rea inspect-adb-window emulator-5554
+rea read-adb-setting emulator-5554 global adb_enabled
+rea read-adb-logcat emulator-5554 --count 200
+rea list-adb-directory emulator-5554 /data/data/com.whatsapp
+rea pull-adb-file emulator-5554 /data/local/tmp/notes.txt --output-directory /tmp/acq
+rea push-adb-file emulator-5554 /tools/frida-server /data/local/tmp/frida-server
+rea capture-adb-screen emulator-5554 --output-directory /tmp/shots
+rea collect-adb-bugreport emulator-5554 --output-directory /tmp/bugs
+
+# Package lifecycle and dynamic analysis (device-mutating)
+rea install-adb-package emulator-5554 /tmp/app.apk --replace
+rea start-adb-app emulator-5554 com.example.app
+rea read-adb-logcat emulator-5554 --pid 12345
+rea start-adb-activity emulator-5554 android.intent.action.VIEW --data-uri https://example.com
+rea stop-adb-app emulator-5554 com.example.app
+rea uninstall-adb-package emulator-5554 com.example.app
+```
+
+Equivalent MCP methods use the snake_case names (`list_adb_devices`,
+`pull_adb_package`, `resolve_adb_packages`, …). Device operations take
+`serial` exactly as `adb devices` reports it. The pulled APK set feeds the
+existing analysis families directly, for example
+`rea inspect-android-package /tmp/acq/<package>/base.apk`.
+
+## Operations
+
+| Tool                    | Kind               | What it does                                                                                                                                                              |
+| ----------------------- | ------------------ | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
+| `inspect_adb_client`    | read               | Resolved binary, version, install path; never contacts the server                                                                                                         |
+| `list_adb_devices`      | read               | Serial, state, transport, model metadata, inferred emulator/physical kind with basis                                                                                      |
+| `inspect_adb_device`    | read               | Fixed `getprop` whitelist: build, SDK, patch, fingerprint, product, ABIs, debuggable, `ro.kernel.qemu`                                                                    |
+| `inspect_adb_display`   | read               | `wm size` and `wm density` as declared                                                                                                                                    |
+| `list_adb_features`     | read               | `pm list features` (hardware/software features, hex GL versions)                                                                                                          |
+| `list_adb_services`     | read               | `service list` binder services and interfaces                                                                                                                             |
+| `list_adb_processes`    | read               | `ps -A`: user, pid, ppid, rss, state, name                                                                                                                                |
+| `inspect_adb_window`    | read               | `dumpsys window` focus declarations (what is on screen)                                                                                                                   |
+| `read_adb_setting`      | read               | One `settings get` value; device-side null is reported as such                                                                                                            |
+| `read_adb_logcat`       | read               | Bounded `logcat -d -t` dump for one buffer, optional pid filter                                                                                                           |
+| `list_adb_packages`     | read               | `pm list packages -f` with scope; base APK device paths                                                                                                                   |
+| `resolve_adb_packages`  | read               | Case-insensitive package-name substring search with exact-match flag                                                                                                      |
+| `inspect_adb_package`   | read               | `dumpsys package` projection: versions, install times, installer, flags, permission count                                                                                 |
+| `list_adb_directory`    | read               | `ls -la`: kinds, permissions, owner, group, sizes, symlink targets                                                                                                        |
+| `pull_adb_package`      | read               | Complete split APK set from `pm path`, each file digested                                                                                                                 |
+| `pull_adb_file`         | read               | One absolute device path pulled and digested                                                                                                                              |
+| `capture_adb_screen`    | read               | One `screencap -p` frame (exec-out, no device-side file) with dimensions                                                                                                  |
+| `collect_adb_bugreport` | read               | Device-generated bugreport zip, digested                                                                                                                                  |
+| `push_adb_file`         | **mutates device** | One local file to a device path (e.g. pushing tools into `/data/local/tmp`); refuses existing targets without explicit overwrite; verifies via the device's own sha256sum |
+| `install_adb_package`   | **mutates device** | Local APK via `adb install [-r]`; preserves the device's Success/Failure verdict                                                                                          |
+| `uninstall_adb_package` | **mutates device** | Removes a package and its data for user 0                                                                                                                                 |
+| `start_adb_app`         | **mutates device** | Resolves the package's launcher activity (`cmd package resolve-activity --brief`) and starts it (`am start -n`)                                                           |
+| `start_adb_activity`    | **mutates device** | Starts an intent (`am start -a` with optional URI, component, and up to 16 typed extras); preserves the activity manager's verdict                                        |
+| `stop_adb_app`          | **mutates device** | Force-stops every process of a package, ending a dynamic-analysis run                                                                                                     |
+
+## Interpret the result
+
+- **Inferences carry their basis.** Device `kind` reports
+  `kind_basis` (serial prefix or USB transport); APK `role` reports
+  `role_basis: file_name`; `emulator_observed` is the build's own
+  `ro.kernel.qemu` value, `null` when absent.
+- **Device paths are not host paths.** `base_apk_device_path` values live on
+  the device filesystem. Only pulls and captures produce host-local paths,
+  each paired with byte size and SHA-256 digest.
+- **Splits are part of the answer.** `pm path` enumerates the base APK and
+  every installed split; pulls cover the whole set. System packages whose
+  APKs keep other names report the `unknown` role rather than guessing.
+- **Partial results keep facts.** Failed individual pulls return successful
+  artifacts with `coverage: "partial"` and per-file `failures`. Listings
+  that contain unrecognized lines report them as `unparsed_lines` and mark
+  partial coverage instead of dropping rows.
+- **Mutations are explicit.** `push_adb_file`, `install_adb_package`, and
+  `uninstall_adb_package` declare `mutatesTarget` and never run implicitly:
+  pushes refuse existing device files unless `overwrite` is set and verify
+  the transfer with the device's own `sha256sum`; installs preserve the
+  device's `Failure [...]` reason verbatim.
+- **Producer identity stays attached.** Every result embeds the producing
+  adb client (`binary_path`, `path_source`, `version`, `installed_path`).
+
+## Resource and lifecycle limits
+
+- Caller values reach adb only as positional arguments in fixed vectors;
+  no tool accepts an arbitrary shell command line, and UI interaction
+  (`input`, `am`, `monkey`) is deliberately not exposed.
+- Per-invocation budgets: client/devices 10-20 s, shell reads 20-60 s with
+  64 KiB-8 MiB capture caps (logcat 4 MiB, screen 32 MiB), transfers and
+  bugreports 600 s. Exceeded budgets report `resource_constraint`; stopped
+  commands report `provider_timeout`.
+- Pull and capture outputs are additive: the destination must not already
+  exist. Re-running a completed pull refuses the existing directory instead
+  of overwriting evidence.
+- Cancellation during a package pull preserves caller-selected output. The
+  error includes partial observations identifying completed artifacts and the
+  interrupted local path; remaining APKs were not attempted.
+- Failed package acquisition rollback retains its directory identity and retries
+  cleanup before later work and during shutdown. Cleanup refuses a replacement
+  directory. Terminal shutdown stops admission and drains active operations.
+- The provider holds no long-lived processes; every invocation is one
+  bounded adb run. The adb server belongs to the caller.
+
+## Related capability and follow-up lanes
+
+UI interaction beyond intent starts (tapping, typing, monkey fuzzing, screen
+recording) remains a separate lane: candidates such as
+[mobile-device-mcp](https://github.com/srmorete/mobile-device-mcp) install
+driver software on the device and pair with the Frida instrumentation lane
+(#1359) behind explicit mutation-authority contracts. Network transports
+beyond already-connected devices (`adb connect`) are not exposed yet.
+
+## Real verification
+
+`npm run verify:adb` exercises every operation against a live device. It
+requires `adb` (or `REA_ADB_PATH`) and any attached emulator or phone;
+`--serial` selects one when several are attached, `--pull PACKAGE` pulls a
+real package and verifies the returned digests against the files on disk,
+and `--install-apk PATH` drives a full install → resolve → uninstall
+lifecycle with a lane-owned probe.
+
+Record: verified against adb 34.0.5 on Linux against an Android 14
+(API 34) x86_64 emulator — all operations above, a 224-package inventory,
+287 services, 92 features, a real two-APK split set pulled with byte-exact
+digests, a verified push/pull roundtrip, a 1.3 MB screen capture, and the
+complete package lifecycle; see `docs/testing.md` for the lane summary.
@@ -129,6 +129,10 @@ signature validation, full resource-table semantics, native-library analysis or
 Android runtime capture. An `.aab` suffix is a ZIP archive, not an APK, so
 Android tools and the application graph do not treat it as a standalone APK.
 Existing artifact inventory/extraction tools can supply archive evidence.
+Inventory records an APK root only for ZIP bytes whose name ends in `.apk`.
+The projection adds a limitation when no root `AndroidManifest.xml` was
+observed, because such a ZIP may not be an APK. Nested members take a ZIP or
+ASAR family from their bytes; an unread member keeps an unknown format.
 Inventory keeps ZIP names that differ only in case and records that a
 case-insensitive destination cannot store both spellings. Extraction fails
 only when that destination directory cannot keep both names. Project that
@@ -149,7 +153,12 @@ rea project-android-application-graph '{"inventory_evidence":[<inventory_artifac

 The projection reports exact component paths and hashes, runtime-family hints,
 and path-based bridge hypotheses. It does not decode DEX or claim observed
-runtime calls. Bridge hypotheses form a DEX/JVM-class by native-library
+runtime calls. Framework hints match complete native library names, such as
+`libreactnativejni.so`, `libreactnative.so`, `libhermes.so`,
+`libhermes_executor.so`, `libflutter.so`, and `libunity.so`; unrelated names
+such as `libcommunity.so` and `libreactivity.so` do not identify those families.
+The bridge basis is inferred from the native path and repeated for each managed
+component, so it does not identify a specific JNI binding. Bridge hypotheses form a DEX/JVM-class by native-library
 Cartesian product. The projection computes the product and exact serialized
 candidate-array size before creating candidate objects, then retains a
 deterministic prefix within a 2 MiB UTF-8 JSON budget. If candidates are omitted,
@@ -0,0 +1,94 @@
+# Apktool resource decoding
+
+REA decodes Android resource tables and the binary manifest through the
+caller's Apktool launcher. This completes the static triad for Android
+targets: Java/Kotlin sources through the JADX family, engine-grade
+decompilation through JEB, and resources through this family. REA never
+installs Apktool or a Java runtime.
+
+## Supply tools
+
+Use Apktool 2.7.0 or newer (verified with 2.7.0) and a Java runtime the
+launcher can find. Select the launcher through the environment:
+
+```sh
+# Optional: absolute path to the apktool launcher (upstream wrapper or a
+# java -jar script); without it, apktool resolves from PATH.
+export REA_APKTOOL_COMMAND=/absolute/path/apktool
+```
+
+Readiness is `rea inspect-apktool-client`: it runs `apktool --version` and
+reports the resolved launcher, its selection source, and its version. A
+missing launcher reports `capability_unavailable` with the
+`REA_APKTOOL_COMMAND` remediation rather than attempting an installation.
+
+On Windows, a `.bat` or `.cmd` launcher (such as Chocolatey's `apktool.bat`)
+runs through an explicit `cmd.exe /d /s /c` call. That call has no AutoRun,
+no delayed expansion, and quotes every argument. A launcher path that
+contains `"`, `%`, `^`, `!`, `&`, `|`, `<` or `>` is reported as
+`not_configured` instead of being passed to `cmd.exe`. If REA's temporary
+decode paths contain those characters, decoding through a batch launcher
+reports `capability_unavailable`.
+
+## Answer an analyst question
+
+```sh
+rea inspect-apktool-client
+rea decode-android-resources /targets/Example.apk
+rea decode-android-resources /targets/Example.apk --locale de
+rea decode-android-resources /targets/Example.apk --no-strings
+```
+
+Equivalent MCP methods are `inspect_apktool_client` and
+`decode_android_resources`. The decode request takes `path`, an optional
+`locale` (project `res/values-<locale>/strings.xml` instead of the default
+table), and `include_strings` (default true). Regional locales such as `pt-BR`
+select Android's `values-pt-rBR`; Android qualifiers such as `pt-rBR` and
+`b+zh+Hans+CN` may also be supplied directly.
+
+## Interpret the result
+
+- **An owned APK snapshot is digested and decoded.** `target.sha256` and
+  `target.bytes` bind the observation to the exact APK that was decoded.
+- **Metadata comes from apktool.yml as apktool printed it.** Version codes
+  keep their own spelling (`'7'` versus `7`); `package_name` is read from
+  the decoded manifest, not inferred.
+- **The manifest is the decoded text**, bounded at 512 KiB and reported as
+  truncated when larger.
+- **Strings are projected verbatim.** Escaped entities stay escaped, and
+  entries containing nested markup (`<b>`, `<xliff:g>`) are counted as
+  unparsed rather than flattened — the limitation names the count. The
+  default table is bounded to 2000 entries with partial coverage when more
+  exist; `locales` lists every `values-<locale>` that has a strings table.
+- **Smali is skipped by design** (`apktool d --no-src`): Java-source
+  recovery belongs to the JADX family. Resource smali edits and rebuild are
+  a follow-up lane with mutation authority.
+- **Workspaces are owned and short-lived.** Decoding happens in a
+  provider-owned temporary directory that is removed before the result is
+  returned. The APK snapshot and framework cache both live inside this directory.
+  If removal fails, the result names the residual path and the provider retains
+  ownership for a cleanup retry on close, including failed decodes.
+
+## Resource and lifecycle limits
+
+- The decode runs with a 600 s deadline and a 4 MiB output capture budget;
+  a stopped decode reports `provider_timeout` and exceeded budgets report
+  `resource_constraint`.
+- Manifest reads are bounded to 512 KiB before decoding UTF-8. Strings XML
+  reads are bounded to 8 MiB; larger documents are skipped with partial
+  coverage and an explicit limit, rather than reported as missing.
+- `decoded_file_count` is capped at 100,000 files; the cap is reported in
+  the limitations when hit.
+- Apktool's own decode failures (`AndrolibException`, directory traversal
+  refusals) surface as `unsupported_target` with apktool's reason preserved
+  verbatim.
+
+## Real verification
+
+`npm run verify:apktool -- --apk PATH` exercises both operations against a
+real launcher. Record: apktool 2.7.0-dirty (Debian packaging) on Linux with
+OpenJDK 25 against a signed aapt2-built probe APK carrying two resource
+locales — launcher version, on-disk digest agreement, apktool.yml metadata
+(1.2.3, SDK 24–34), manifest package agreement, default and `de` string
+tables projected. Parser goldens in the test suite come from the same
+decode. See `docs/testing.md` for the lane summary.
@@ -7,6 +7,16 @@ hashes, detected formats, bundle anatomy, runtime-family hints, and path-based
 bridge hypotheses. It does not parse plist or CMS semantics or claim observed
 runtime calls.

+Framework hints match complete path segments such as `React.framework`,
+`ReactNative.framework`, `hermes.framework`, `Flutter.framework`, and
+`UnityFramework.framework`. Substrings in `Preact.framework`,
+`Community.framework`, or `MyApp.framework` do not identify those families.
+A generic `App.framework` also does not identify Flutter by itself. Runtime
+families remain inventory-derived hints, not observed loading. Generic framework
+and dylib paths do not establish Swift or Objective-C; this projection does not
+decode language metadata. A bridge basis is inferred from the native path and
+repeated for each paired script, rather than proving a particular binding.
+
 ```sh
 rea project-apple-application-graph '{"inventory_evidence":[<inventory_artifact Evidence>]}'
 ```
@@ -91,6 +91,12 @@ one-shot invocations pass portable inline Evidence JSON; an MCP session uses
 the retained `evidence_id`. Page `limit` is required and bounded by the
 measured MCP stdio budget documented on the tool contract.

+Over MCP, `inspect_binary_layout` with `"detail": "summary"` retains the
+complete layout Evidence in the session and returns only its summary view.
+Its `normalized_result.parent_evidence_id` names the retained layout for later
+section, symbol, mitigation or linkage views. The default `complete` detail and
+CLI output are unchanged.
+
 Complete results have a 32 MiB input, 64 MiB reply, 1 MiB combined diagnostics
 and 30-second owned command deadline. The reply budget applies to the decoder
 record; the CLI/MCP Evidence envelope adds copies and encoding overhead. The
@@ -136,3 +142,49 @@ malformed limit reports remain unknown with their read failure preserved. A
 received signal alone does not establish its exact cause. Dynamic tags require
 a complete DT_NULL inside PT_DYNAMIC; interpreter names and ranges end at the
 first NUL, with any padding still represented by the original segment range.
+
+## Portable PE resources
+
+`inspect_pe_resources` / `inspect-pe-resources` inspects an explicit PE32 or
+PE32+ file without an active target, native engine, Python, or Windows SDK:
+
+```sh
+rea inspect-pe-resources ./selected.exe --json
+```
+
+```json
+{
+  "name": "inspect_pe_resources",
+  "arguments": { "path": "/artifacts/selected.exe" }
+}
+```
+
+The complete Evidence identifies the stable artifact snapshot by path, byte
+count and SHA-256. Resources retain separate type, name and language identities:
+numeric IDs are distinct from UTF-16 names, whose original bytes are also
+reported. Directory headers, entries, data entries and payloads retain original
+file offsets and lengths. Each opaque payload has its own SHA-256; code page and
+reserved data-entry fields are preserved.
+
+RT_GROUP_ICON records expose original image descriptors and RT_ICON candidates.
+A reference resolves only when an icon with the same numeric ID and language
+exists. Missing references, other-language candidates and declared-size mismatch
+remain explicit. Encoded dimensions are preserved (zero denotes 256 pixels).
+This is static reference inspection; no image decoding, language fallback,
+resource loading or selected-file execution occurs.
+
+An absent resource data directory is a complete empty inventory. Malformed
+headers, truncated tables, cycles, duplicate sibling identities, unbacked or
+ambiguous RVA mappings, nonidentical overlapping ranges and unsupported tree
+shapes fail explicitly, rather than returning partial inventories. Exact shared
+payload ranges are supported. The supported tree has three levels: type, name,
+and language. Other resource payload formats remain opaque.
+
+`max_file_bytes` defaults to 64 MiB (maximum 512 MiB); `max_entries` defaults to
+16384, the largest stock Windows resource image measured with headroom
+(maximum 65536). CLI options are `--max-file-bytes` and `--max-entries`.
+Metadata is bounded to 8 MiB; exceeding any budget fails without truncation.
+Large Evidence envelopes may require a caller-configured MCP transport receive
+buffer because envelope copies add overhead. Requests honor cancellation during
+snapshot reading, directory traversal and payload hashing. The operation reads
+regular files only and rejects symbolic links.
@@ -24,6 +24,29 @@ REA can attach to a user-owned Chrome-family browser through the Chrome DevTools

 Target discovery returns the complete in-scope target array in one result.

+## Screenshot comparison memory budget
+
+`compare_web_screenshots` admits both PNGs against a 256 MiB estimated
+working-memory budget before inflating either image. This is a processing
+buffer budget for this operation, not a PNG dimension limit, CDP transport
+limit, or process RSS guarantee. Header-valid dimensions that exceed the
+budget return `resource_constraint` with `details.resource: "memory"` and the
+estimated and maximum working-set bytes. Invalid PNG structure remains
+malformed input; encodings outside supported pixel-comparison coverage remain
+unsupported-target errors.
+
+The conservative estimate includes the two decoder-owned decoded input
+buffers, the current image's concatenated IDAT buffer, Node zlib's default
+16 KiB output chunk backing rounded up for retained chunks, the concatenated
+inflate result while its output chunks are retained, one possible extra output
+chunk before zlib checks `maxOutputLength`, unfiltered scanline storage,
+RGB-to-RGBA expansion, and the first retained RGBA image while the second is
+decoded. RGBA output aliases its unfiltered buffer and is counted once.
+Admission uses checked integer arithmetic before image-sized allocation.
+Caller-owned JSON/base64 strings, input parsing and validation, transport
+buffers, garbage-collector behavior, and other runtime memory are outside this
+estimate; the budget does not promise a bound on total process memory.
+
 Electron `file://` pages use a separate provider and target boundary; see [electron-observation.md](electron-observation.md).

 ## Provider authorities
@@ -53,8 +76,19 @@ google-chrome \

 REA does not launch, own, or terminate this browser. Use a dedicated profile and stop it yourself when the investigation is complete. Do not expose the debugging port on a non-loopback interface.

+On Linux, a reachable but locked desktop keyring can stall Chrome before its
+first navigation. For a dedicated investigation profile, add
+`--password-store=basic` to bypass that keyring. Empty or placeholder frame URLs
+then describe an unloaded page; REA continues to require an allowed, committed
+URL. See [the startup investigation](https://github.com/morluto/rea/issues/1384#issuecomment-6093781686).
+
 ## Request boundary

+CDP connections enforce the shared 64 MiB limit per WebSocket message. A larger
+reply, including a valid reply from Chrome, fails with `payload_limit`. The limit
+counts message bytes before JSON parsing; it does not bound the memory used by
+decoded strings or JSON objects.
+
 Discovery supplies a literal loopback CDP endpoint and returns all eligible
 page targets unless an exact HTTP(S) origin filter narrows the result. Follow-up
 inspection requests select one target; their default scope is its current origin. `localhost`, private-LAN
@@ -165,6 +199,17 @@ Network and console coverage starts only after REA attaches and enables the rele

 Source maps are not fetched by inspection. Bundle analysis fetches them only when `fetch_source_maps` is selected, with exact-origin redirect checks and no credentials, cookies, or referrer. Each fetch operation has a 30-second deadline and a 64 MiB aggregate streamed-response budget across redirects. A deadline or byte-limit failure remains explicitly unavailable and makes bundle completeness partial. Source-map decoding also bounds raw resolved identities to 64 MiB and aggregate inline evidence to 32 MiB. Failed maps preserve their failure context when it fits; if another context cannot fit, collection stops with the full requested count, the returned processed count, and an explicit unknown-results limitation. Retained mappings and original sources are returned inline. See [source-location limits](web-source-location.md) for the structural decoder bounds. Original source artifacts with `.ts`, `.tsx`, `.mts`, or `.cts` suffixes carry `text/typescript`; other source names retain `text/javascript`.

+source-map items retain the script's `declared_url` separately from the observed
+`effective_url`. successful maps use the latter as their source-resolution base.
+failed fetches retain the last response URL observed within the approved origins;
+`effective_url` is `null` when no response was observed. query parameters are
+preserved, and both URLs count toward the inline evidence budget.
+Current fetches emit a string or null; historical observations may omit
+`effective_url` without changing their stored content or Evidence identity.
+An observed URL must fit before its response body is read. If it cannot fit,
+remaining map results are explicitly unknown; failed cancellation retains its
+cleanup context and resource constraint.
+
 ## Non-goals and threat model

 The browser provider deliberately does not expose generic CDP commands, `Runtime.evaluate`, WebMCP invocation, navigation, input, downloads, page closure, or browser closure. Screenshot capture is the sole pixel surface and returns an image only when requested. REA disables the domains it enabled, detaches the target session, and closes only its own WebSocket.
@@ -156,6 +156,18 @@ Storage cookies are scoped to the page URL at each capture. Unsupported action
 tags, unknown fields, duplicate step IDs, and undeclared secret references fail
 validation.

+Cookies are installed before the initial navigation. Local storage entries are
+seeded once per browser storage partition; session storage entries are seeded
+once per origin in each top-level browsing context. Seeding occurs before the
+first document scripts for that area. An origin first reached by a later action
+receives its seed on that first visit. Application updates, deletions, and
+empty values then persist across later navigations in the same area; a new
+scenario starts with its own seeds. Partitioned frames can receive separate
+local storage seeds even when they share an origin. The pre-script mechanism
+uses CDP debugger instrumentation. The observer resumes only pauses whose top
+frame belongs to its private seed script; page breakpoints and `debugger`
+statements remain under the attached debugger client's control.
+
 The result is Evidence with an initial state followed by one record per
 declared action. Each step reports action status, elapsed time, sanitized URLs,
 event bounds, and independently typed capture states for screenshot, DOM,
@@ -166,9 +166,16 @@ rea import-reference-source /absolute/path/to/source
 ```

 The import records hashes and metadata for the supplied files, separately
-from observations of the current app. File names do not automatically exclude
-files. Set `REA_REFERENCE_SECRET_PATTERNS_JSON` to a JSON array of ignore
-patterns when you want to exclude selected paths.
+from observations of the current app. It honors the source tree's `.gitignore`
+and applies default exclusions for common generated and dependency paths such
+as `node_modules/`, `dist/`, and `*.log`. Pattern-based exclusions record the
+matched pattern and whether it came from project, default, caller, or sensitive
+path policy. Set `REA_REFERENCE_SECRET_PATTERNS_JSON` to a JSON array of ignore
+patterns when you want to mark selected paths as sensitive; those patterns are
+reported separately as configured-secret exclusions.
+
+Re-import saved graphs whose pattern-based exclusions lack `pattern` before
+using them in source-to-bundle comparisons.

 JavaScript and TypeScript import parsing requires valid UTF-8. Malformed source
 bytes retain their original hashes and sizes with a decoding diagnostic; REA
@@ -15,7 +15,11 @@ when both Evidence sets already exist.

 The request supplies a literal-port loopback endpoint and, for inspection, a
 target ID. REA accepts local hostless `file://` URLs that resolve to regular
-files; remote hosts, encoded path separators, and nonexistent paths are
+files, including pages a packaged application serves from inside `app.asar`.
+For those, the first `.asar` path component that is a regular file is the
+archive, the remainder must name a regular file in its header, and the reported
+path is the canonical archive path joined with that member. Remote hosts,
+encoded path separators, ASAR directories or links, and nonexistent paths are
 rejected. The endpoint exposes every eligible target and its local path
 metadata.

@@ -120,3 +124,5 @@ projection is intentionally target-only and partial: it binds the selected
 application path and capture outcome to the static graph, while frames, scripts,
 workers, and execution claims remain unavailable until a separate passive runtime
 capture provides them.
+
+ASAR observation reads the header through one open file handle, validates its declared lengths against the archive size, and limits encoded JSON headers to 16 MiB before parsing. The header cache also retains at most 16 MiB of encoded headers across eight archives. Oversized headers produce a scope refusal.
@@ -25,6 +25,12 @@ extraction have independent prerequisites; one does not require the other.
 Both require util-linux `prlimit`, normally `/usr/bin/prlimit`; override its
 absolute path with `REA_FIRMWARE_PRLIMIT_COMMAND` if needed.

+REA retains at most 8 MiB of combined stdout and stderr per command. Exceeding
+that diagnostic budget stops analysis with an explicit truncated-output error;
+child process limits do not bound parent-side pipe retention. Completed commands
+drain their output streams before recording diagnostics. Failed worker cleanup
+retains the worker and workspace for retry before another request or at shutdown.
+
 Unblob needs the external extractor for the selected format on its inherited
 `PATH`: for example, `debugfs` for ext2/ext3/ext4. Its default Landlock sandbox
 and skip rules stay enabled. Sandbox startup failures remain actionable errors;
@@ -0,0 +1,112 @@
+# MIPS ELF analysis through Ghidra
+
+This lane extends native ELF analysis; it does not execute MIPS code or rehost
+firmware. It advances the generic-MIPS portion of
+[#718](https://github.com/morluto/rea/issues/718), not the whole firmware roadmap.
+PSP/Allegrex has a [separate static-ELF profile](ghidra-psp.md) tracked in
+[#1330](https://github.com/morluto/rea/issues/1330).
+
+## Admission boundary
+
+ELF `EM_MIPS` is retained as the provider-neutral `mips` family. The target also
+retains class, byte order, `e_type`, raw `e_flags`, and inspected ABI declarations.
+Recognition does not mean every provider or MIPS variant is supported. Existing
+PE, managed and Mach-O architecture sets are unchanged.
+
+The first Ghidra lane admits ELF32 `ET_EXEC`, little or big endian, with explicit
+o32 and `EF_MIPS_ARCH_32R2` flags and no machine-specific or ASE encoding flags.
+These are header declarations, not proof that every instruction conforms to
+that ISA. ELF64, n32/n64, unspecified ABI, MIPS16/microMIPS, machine-specific
+variants, shared/relocatable objects and PSP PRX are not covered by this lane.
+Their family may be identified, but provider selection returns the specific
+unsupported constraint rather than guessing a compatible profile.
+
+Explicit `EF_MIPS_FP64` and `EF_MIPS_NAN2008` declarations are refused. Their
+absence is insufficient: Clang can emit identical `e_flags` for FP32, FP64 and
+soft-float targets. Target resolution also reads the 24-byte ABI flags record
+identified by `PT_MIPS_ABIFLAGS` and/or `SHT_MIPS_ABIFLAGS`, without relying on
+section names or the record being inside the initial 4 KiB header probe.
+Program and section declarations must agree; duplicate, conflicting, truncated
+or out-of-file records are rejected. Stripped section tables and section-only
+records are supported. Extended table numbering is explicitly unsupported.
+For carved ELFs whose section table extends beyond the captured file, REA
+examines every complete captured section header and records the unavailable
+headers as a limitation. A valid program-header ABI record can still establish
+the supported declaration. Available section declarations must agree with it;
+their duplicate, conflicting or unreadable records remain errors. A missing
+program-header record does not make ABI declarations in uncaptured sections
+absent or supply a default ABI.
+The field layout follows
+[`Elf_MIPS_ABIFlags_v0`](https://github.com/bminor/glibc/blob/master/elf/elf.h).
+
+Provider admission requires record version 0, MIPS32r2, 32-bit GPR/CPR1, no CPR2,
+and a double-precision or FPXX ABI declaration with no ISA extension, ASE or
+unknown general flags. Missing records remain unknown rather than defaulting
+to a compatible ABI, and this initial lane refuses them. Unknown record values
+are retained for diagnosis but do not gain provider support. These checks bind
+the declared interpretation; the integer-only fixture does not establish full
+floating-point behavioral conformance.
+
+MIPS header and ABI record facts are committed in the analysis profile so
+interpretation changes invalidate profile-bound snapshots. The support-lane
+identity is versioned independently of file identity. Evidence, lifecycle
+outputs and saved snapshots preserve the `mips` family. Hopper and IDA adapters
+do not implicitly gain MIPS support. Windows Ghidra P0 remains PE x86/x86-64 only.
+
+## Use
+
+With a caller-installed Ghidra and compatible JDK on a supported Linux/macOS host:
+
+```bash
+rea analyze /absolute/path/to/mips.elf --provider ghidra --json
+rea function /absolute/path/to/mips.elf function_name --provider ghidra --json
+```
+
+MCP uses the existing tools, including `open_binary` with an absolute path and
+`provider_id: "ghidra"`. No MIPS-specific tool catalog or emulator is introduced.
+Inspect instructions, caller relationships and data alongside pseudocode. In
+particular, delay-slot semantics are supplied by Ghidra, not reconstructed by
+REA's ELF parser.
+
+## Verification
+
+The source-owned freestanding fixture is `tests/conformance/c/mips.c`. The
+optional cross-target lane requires a caller-supplied Clang with MIPS targets,
+LLD, GNU `readelf`, Ghidra and its compatible JDK; ordinary host-native checks
+do not acquire these tools. `REA_MIPS_CLANG` selects Clang and
+`REA_MIPS_READELF` selects GNU readelf (for example `greadelf` on macOS).
+These are test-time prerequisites, not REA runtime providers.
+
+```bash
+GHIDRA_INSTALL_DIR=/absolute/path/to/ghidra npm run verify:ghidra:mips
+```
+
+The lane compiles both byte orders and never executes the targets. GNU readelf
+independently supplies header/ABI facts and symbol addresses, compared with the
+production REA target resolver before provider startup. Its version, bounded
+command output and selected tool path are retained in the verification report.
+The parser deliberately recognizes only this fixture's GNU output, rejecting
+missing, ambiguous or unexpected fields rather than substituting defaults.
+
+Existing public MCP operations check Ghidra's **observed** language/compiler
+specification and loaded-file hashes. The source-owned `mips-probe.S` supplies
+fixed ADDIU and conditional-branch encodings: verification checks bytes, length,
+immediate and direct destination, independent of decompiler variable names.
+Global and string bytes are checked at independently reported symbol addresses.
+ELF load-image results retain observations even though REA's independent
+load-image comparison currently covers DOS, not ELF; this lane checks those
+observations and does not relabel the upstream result as verified.
+
+CLI/MCP discovery and decompilation, direct calls, target/profile/Evidence
+identity, snapshot round-trip and final process cleanup remain covered.
+For both byte orders, the lane also carves away the section table while retaining
+all program-header payloads. It checks the actual Ghidra language, entry-address
+decompilation, distinct artifact digest and missing-section limitations through
+CLI Evidence and an MCP-produced snapshot. Caller-selected Ghidra heap limits
+are passed to these child workflows.
+Pseudocode presence is a liveness check, not proof of semantic equivalence.
+Instruction decoding and reader agreement likewise do not establish runtime,
+delay-slot execution or complete floating-point semantics. Assertion regressions
+reject incorrect byte order, constants, destinations and loaded identities.
+Parser/profile tests are narrower checks, not substitutes for this real-provider
+run. Report the actual lanes run and leave unexecuted verification pending.
@@ -1,16 +1,25 @@
 # Optional NativeAOT metadata recovery

-REA integrates [Washi1337/ghidra-nativeaot](https://github.com/Washi1337/ghidra-nativeaot)
-through an optional headless adapter. The original source is an opt-in submodule,
-pinned to `effeb734fc570c32650f88b159608979dc7b423e`; its MIT license and existing
-source notices are retained. No upstream source or algorithms are rewritten.
+REA has a built-in read-only snapshot parser for x64 PE targets with .NET 8 RTR
+9.1 metadata. It parses the exact admitted Ghidra session snapshot and uses an
+in-memory overlay for rehydrated metadata; it does not define Ghidra DataTypes,
+labels, functions, or memory bytes. The hydration semantics are adapted from
+[Washi1337/ghidra-nativeaot](https://github.com/Washi1337/ghidra-nativeaot) at
+`effeb734fc570c32650f88b159608979dc7b423e` (MIT), cross-checked against
+.NET's `MethodTable.h` at runtime commit
+`a3b2d40328be0be3f8dd43f0e5cc925b8827b044` (MIT). The required notice ships in
+[`licenses/nativeaot-parser-MIT.txt`](../licenses/nativeaot-parser-MIT.txt).

-The initial tested layout is .NET runtime **8.0.22**, NativeAOT RTR **9.1**,
-x86-64 ELF and native Windows PE **targets analyzed on Linux x64**, using
-Ghidra **12.1.4** and JDK **21**. The build accepts any Ghidra 12.1.x release and
-javac 21 or newer, and it compiles with `--release 21`. Real verification of
-this layout remains the Ghidra 12.1.4 and JDK 21 pair. Other NativeAOT layouts,
-architectures, and hosts are unsupported.
+The optional headless Ghidra adapter remains available for database annotations
+and broader recovery. It uses the same pinned upstream commit as an opt-in
+submodule and is a separate, more capable workflow.
+
+The parser currently handles x64 PE32+ and RTR 9.1, including bounded
+DEHYDRATED_DATA processing, MethodTable relationships, virtual slots, and
+frozen strings. Other RTR versions and PE architectures are reported as
+unsupported or partial. The matching .NET 8.0.22 fixture is source-built and
+the parser's Windows-host Ghidra workflow has not yet had a real Windows-host
+run. This does not establish Windows Ghidra import or decompiler behavior.
 Windows Ghidra P0 has no database mutation authority. A PE/CLI or ReadyToRun
 assembly should use `inspect_managed_artifact`; it is not NativeAOT.

@@ -43,42 +52,62 @@ arbitrary caller-supplied bytes. The bounded loader accepts regular JARs up to

 ## Use existing tools

-Open the executable with provider `ghidra`. `inspect_native_load_image` returns
-optional `observations.metadata_recovery` inline, including the detected header,
-layout, recovery status, type category paths/addresses, diagnostics, annotation
-coverage and derived-memory SHA. The enclosing `unsupported` load-image status
-for PE/ELF concerns independent DOS loader verification; metadata recovery has
-its own status. It is not a failed import.
+Open the executable with provider `ghidra`. For an x64 PE, `inspect_native_load_image`
+returns `observations.metadata_recovery` inline from the captured source snapshot,
+including the RTR header, MethodTable addresses, frozen strings, derived overlay
+identity, and examined/recovered counts. Its enclosing `unsupported` load-image
+status means independent PE load-image verification was not performed; it does
+not mean the metadata parser failed or the executable failed to load.

-Pass one returned type path or its typed address to `inspect_native_data_type`.
-Its optional `metadata_recovery` includes related/base type, implemented
-interfaces and virtual slots with targets and known procedure names. Follow
-these with `analyze_function`, string searches and ordinary cross-references.
-For CLI use:
+Pass a returned MethodTable address to `inspect_native_data_type`. A direct PE
+query also derives the snapshot metadata from the authenticated Ghidra session
+handshake, so it does not require a preceding load-image call. In a persistent
+MCP session, load-image followed by type inspection reuses that same derivation.
+The database result remains `unavailable` when Ghidra has no DataType at that
+address; its `metadata_recovery.source` is `read-only-derived-overlay` and
+carries related type, interface, slot, and target observations. Generated
+address identities do not claim original managed names. The parser does not
+merge frozen literals into Ghidra's database string inventory. Follow slot
+targets with `analyze_function` and ordinary cross-references.
+
+The built-in CLI path uses a MethodTable address returned by the parser or
+another observation:

 ```sh
 rea inspect-native-load-image ./NativeAotFixture --provider ghidra --json
-rea inspect-native-data-type ./NativeAotFixture --type /NativeAOT/MethodTables/Class_ADDRESS_MT --provider ghidra --json
+rea inspect-native-data-type ./NativeAotFixture --address 0xMETHODTABLE_ADDRESS --provider ghidra --json
 rea function ./NativeAotFixture 0xADDRESS --provider ghidra --json
 ```

-No new MCP workflow or approval flag is required. Configuration opts into the
-adapter; without it ordinary Ghidra profiles/results remain unchanged.
+The generated `/NativeAOT/...` category path belongs to the optional headless
+adapter. Use `--type /NativeAOT/MethodTables/Class_ADDRESS_MT` only when that
+adapter is configured and has created the corresponding Ghidra DataType.
+Built-in PE analysis includes its parser contract and resource policy in the
+Ghidra analysis profile; non-PE profiles do not include that contract.

 ## Evidence boundaries

-Discovery prefers an imported RTR symbol, otherwise the upstream initialized,
-non-executable-memory signature heuristic. REA rejects ambiguous candidates,
-unknown layout versions, malformed directory rows, unsupported flags and
-unmapped ranges before recovery. It requires the verified dehydrated layout.
+The built-in parser uses an initialized non-executable PE signature scan and
+requires a unique RTR 9.1 header and exactly one DEHYDRATED_DATA row. Rehydrated
+bytes live only in a parser-owned overlay, identified by virtual address, size,
+and SHA-256; the caller's source Buffer remains unchanged. Limits derive from
+captured section extents and format field bounds. Separate resource policies
+admit up to 128 MiB of captured PE bytes, 64 MiB-equivalent parser work, 64 MiB
+of exact parser-owned overlay/index Buffers, and 4 MiB of serialized NativeAOT
+report JSON. These are local parser limits, independent of MCP delivery; the
+buffer counter does not claim to cap V8 heap or total process memory. Rows that
+do not fit the report budget are omitted with explicit partial status and
+coverage. Coverage counts describe the pointer scan, recovered MethodTables,
+and frozen-string candidates examined, not every possible runtime type or
+object. Cancellation is honored during snapshot I/O and checked immediately
+before and after parsing; the synchronous parser call itself is bounded but
+cannot be interrupted mid-call. Parser output never claims that a Ghidra
+database type was defined.

-The adapter performs rehydration, method-table recovery and frozen-object
-annotation in one ephemeral Program transaction. Fatal failure/cancellation
-rolls it back. Recovery may change analysis-memory bytes, never the original
-executable file. Derived ranges have a digest and **no original file offset**;
-they are not captured runtime state. Candidate/committed instance annotation
-counts distinguish partial frozen-object coverage. Coverage concerns the
-recovered candidate set, not every possible object or every runtime type.
+The optional adapter performs its annotations in an ephemeral Program
+transaction. That workflow may change analysis-memory bytes, never the original
+executable file. It is unavailable on Windows P0, which has no database
+mutation authority.

 REA preserves pre-recovery calling conventions and uses the loaded compiler
 specification default for newly created methods. The upstream universal
@@ -8,9 +8,12 @@ Executable bytes remain unchanged.
 Use [installation](installation.md#ghidra) for supported hosts, prerequisites,
 configuration, startup deadlines, resource controls, and cleanup recovery.
 [Windows P0](windows-ghidra-p0.md) has its own admission and lifecycle boundary;
-[NativeAOT recovery](ghidra-nativeaot.md) is an optional, separately verified
-extension. Check the [release boundary](installation.md#released-package-and-main)
-when using npm.
+[NativeAOT observations](ghidra-nativeaot.md) include a built-in read-only PE
+snapshot parser and a separate optional annotation extension. Check the
+[release boundary](installation.md#released-package-and-main) when using npm.
+
+See [import language and analysis seeds](installation.md#ghidra-import-language-and-analysis-seeds)
+to override the header-detected language or seed analysis.

 Provider selection and profile identity follow
 [MCP contracts](mcp-contracts.md#identity-and-discovery). One deep
@@ -29,9 +32,15 @@ not equivalence with another engine's pseudocode or analysis database.
 | Strings          | Only Ghidra-defined string `Data` is observed. Items report charset, byte length, and whether a required null terminator is missing. The API cannot distinguish a present terminator from fixed/Pascal layouts when no terminator is missing, so that state is named `present_or_not_required`. |
 | Memory           | Memory-block end addresses are exclusive. Read/write/execute, initialization, overlay, address space, and image base are direct Ghidra observations.                                                                                                                                            |
 | Inventory        | Procedure, symbol, and string listings plus searches return the complete matching collection in one response; callers do not provide offsets or result-count limits.                                                                                                                            |
-| Search           | Literal and Java-regex searches scan the complete immutable inventory and return all matching entries inline. Search waits for a reply or caller cancellation; there are no caller-supplied offsets or result-count limits.                                                                     |
+| Search           | Literal and Java-regex searches return every match in the immutable provider-defined inventory; string search does not cover every text sequence in artifact bytes. Search waits for a reply or caller cancellation; there are no caller-supplied offsets or result-count limits.               |
 | Analysis state   | The socket is exposed only after default auto-analysis completes. Established operations wait for their reply or caller cancellation; there is no fixed response-size ceiling.                                                                                                                  |

+String-search completeness applies only to Ghidra-defined string `Data`. Packed
+or undefined literals, including Rust strings, may be absent; an empty result
+does not prove text is absent. Both list and search Evidence carry this
+limitation. When an address is known, use `read_bytes` and `xrefs` to inspect
+bytes and references.
+
 ## Admitted function-analysis semantics

 | Concern                 | Ghidra contract                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            |
@@ -46,6 +55,27 @@ not equivalence with another engine's pseudocode or analysis database.
 | P-code value flow       | Function dossiers include up to 3,000 high-p-code operations, at most 64 inputs per operation, and 12,000 def-use edges. Results identify memory reads/writes, branches, and calls by p-code opcode, and mark decompiler-dead operations. Large results report truncation, an omitted-operation lower bound, and known omitted-input/edge counts. The dossier is an intra-function graph; `trace_native_values` composes derived parameter/argument and return/output dependencies across resolved calls. It does not resolve memory aliasing, call side effects, runtime behavior, persistent state, or business meaning. |
 | Result extent           | Function instruction scans and native API boundary observations remain complete. P-code flow is the explicit bounded exception; its count fields distinguish exact retained counts from lower-bound or known-omitted counts. Caller cancellation and provider failures remain distinct.                                                                                                                                                                                                                                                                                                                                    |

+Function extents and instruction completeness refer to Ghidra's analyzed body.
+An inferred no-return call can terminate that body before subsequent bytes.
+Pseudocode, assembly, procedure info, instruction windows, and dossiers report
+observed terminal call sites in Evidence limitations, including resolved callee
+names, addresses, and FunctionManager flags when available. Instruction windows
+and dossiers also retain these warnings in their result limitations. An
+unresolved callee or unestablished terminal-flow basis remains explicit. These
+observations qualify the analysis; they do not prove that a no-return flag is
+incorrect or recover excluded code. Analysis profiles version this observation
+contract so older snapshots cannot replay unqualified results.
+
+On non-Windows hosts, the ephemeral import repair clears no-return flags on the
+known returning external ABI names `malloc`, `__tls_get_addr`, `memcpy`, `memset`,
+`strlen`, and `__errno_location`. This relies on their expected ABI behavior;
+external implementations are not inspected. The repair re-disassembles affected
+terminal calls and refits their owning functions, preserving independent function
+entries. If a recovered caller reveals a decoded return, its propagated no-return
+flag and affected callers are repaired in the same pass. Unknown imports and
+genuine no-return imports keep their flags. Analysis profiles version this repair
+so snapshots produced before it are not reused. Windows P0 does not run it.
+
 `npm run verify:ghidra` compiles the versioned C oracle into debug and stripped
 host-native targets (x86-64/AArch64 ELF on Linux or Mach-O on macOS), plus a native
 DWARF 4 type-layout object. It proves the admitted operations, external functions, resolved thunks, exports, stripped-name
@@ -0,0 +1,105 @@
+# PSP static ELF analysis through Ghidra
+
+This specialization builds on [generic MIPS support](ghidra-mips.md) for
+[#1330](https://github.com/morluto/rea/issues/1330). It reuses REA's existing
+CLI/MCP, Ghidra bridge, Evidence and snapshot workflows. Allegrex instructions,
+PSP loading and calling conventions remain owned by
+[ghidra-allegrex](https://github.com/kotcrab/ghidra-allegrex).
+
+## Initial boundary
+
+The initial profile is limited to Linux x64, little-endian ELF32 `ET_EXEC`,
+`EM_MIPS` and the PSPSDK declaration `e_flags=0x10a23001`. Those bits declare
+MIPS II, Allegrex, EABI32 and NOREORDER; they are not proof of every instruction's
+semantics. The profile also requires an inspected version-0 MIPS ABI flags
+record declaring ISA level 2/revision 0, 32-bit GPR and CPR1, no CPR2,
+single-precision hard float (`fpAbi=2`), no ISA extension or ASEs,
+`flags1=1` and `flags2=0`. These are the declarations independently reported by
+PSPDEV v20261001's GNU readelf 2.44 and its 24-byte section dump. Missing,
+uninspected, contradictory and other producer declarations are refused.
+The PSP profile is not an exception to the generic MIPS32r2/o32 policy; that
+separate gate is unchanged. Profile revision v2 records this corrected boundary.
+
+PRX, relocatable/shared images, PBP/ISO/CSO containers, runtime emulation and live
+code overlays are outside this first profile. Other hosts and flag combinations
+are not silently admitted. File names do not identify a PSP target.
+
+## Bring your own compatible extension
+
+Install the extension in the selected Ghidra distribution at
+`$GHIDRA_INSTALL_DIR/Ghidra/Extensions/ghidra-allegrex`, with its
+`Module.manifest`, `extension.properties`, language files and loader JARs.
+User-home installations are not searched because REA uses an isolated analysis
+home. REA never downloads, installs, rebuilds or vendors the extension.
+
+The published compatibility experiment used Ghidra **12.1.3**, extension
+**v21.4**, PSPDEV **v20261001** and JDK 21. New public-provider results must be
+reported separately from that historical bridge experiment. The extension's
+`version` property declares its compatible **Ghidra version**, not its release
+tag; the property must match the selected installation. Other same-version
+builds are not described as independently verified merely because they pass
+this metadata check. A malformed or unloadable extension still fails real import.
+
+REA fingerprints installed extension files before resolving the analysis
+profile and checks that identity again immediately before launch. Symlinks,
+nonregular files, missing components and incompatible metadata are refused.
+Inspection is bounded to 1,024 entries, 16 directory levels and 64 MiB, with
+streamed file hashing and 64 KiB properties. Rebuilds or content changes yield a
+different profile; an old snapshot is not silently reused with the new profile.
+This is content identity, not a signature or a sandbox for installed code.
+Do not modify the Ghidra installation while a session is running.
+
+## Ordinary public interfaces
+
+```bash
+rea analyze /absolute/path/to/psp.elf --provider ghidra --json
+rea function /absolute/path/to/psp.elf function_name --provider ghidra --json
+```
+
+MCP uses `open_binary` with an absolute path and `provider_id: "ghidra"`, then
+ordinary inventory and function operations. The loader is explicitly
+`PspElfLoader`, language `Allegrex:LE:32:default`, compiler `default`. The
+handshake must confirm the language and compiler before serving observations.
+Missing prerequisites return `PSP_EXTENSION_UNAVAILABLE` with an installation
+remedy; no provider fallback or automatic installation occurs.
+
+Evidence retains the `mips` architecture family and its PSP-specific profile,
+including extension content identity. It also carries the VFPU and static-only
+limitations. The extension does not model VFPU prefix effects completely;
+nonempty decompiled code is not proof of correct vector behavior. Existing
+session-local metadata editing does not change executable bytes or turn a
+snapshot into a persistent Ghidra project.
+
+## Verification
+
+Use the existing real MIPS verifier with its PSP option. Required tools are
+caller-supplied `make`, `psp-config`, `psp-gcc`, `psp-readelf`, `psp-objdump`,
+`PSPDEV`, `GHIDRA_INSTALL_DIR` and a compatible `JAVA_HOME`.
+
+```bash
+npm run build:cached
+node scripts/verify-real-ghidra-mips.mjs --psp
+# In a disposable installation without Allegrex, test actual public refusals:
+node scripts/verify-real-ghidra-mips.mjs --psp-missing-extension
+# Generic MIPS must remain generic with Allegrex installed:
+npm run verify:ghidra:mips
+```
+
+The generic verifier also exercises a section-truncated firmware fixture. That
+check uses generic MIPS symbols and language expectations and runs only in generic
+mode; the PSP report explicitly records carved-PSP coverage as not run.
+
+The maintained PSP fixture builds from `tests/conformance/psp/`, never executes,
+and is independent of commercial game data. PSP GNU tools supply ELF/ABI,
+raw ABI-record, symbol and encoding observations; REA's parsed target and saved
+snapshot must agree with the independent ABI declaration. Public CLI/MCP must
+recover known functions, a direct
+call, the immediate `0x1234`, BITREV, a global word and a marker. The verifier
+checks observed loader/language, original bytes, Evidence, snapshot reopening,
+and an A-B-A target switch with different global contents at the same address.
+A snapshot for A must not open B. Cleanup must finish before success is reported.
+
+These checks are selected static facts, not full behavioral equivalence, VFPU
+semantics or arbitrary PSP compatibility. Independently published PSP binaries
+are supplemental calibration targets after payload classification and license
+review; unsupported PRX/PBP must not count as a successful static-ELF case.
@@ -0,0 +1,79 @@
+# Static HarmonyOS package inventory
+
+REA inventories HarmonyOS application packages through the shared hardened
+ZIP artifact reader in `src/artifacts/`, then projects the authenticated
+inventory into an execution-free application graph. This is the first
+increment of the HarmonyOS roadmap (#1431): package identification and
+component inventory only.
+
+Recognized root formats:
+
+- `.hap` — installable application module
+- `.hsp` — runtime shared package
+- `.app` — distribution App Pack (HAP/HSP children are listed by path). The
+  App Pack classification applies to verified-ZIP-magic root inputs only; a
+  nested ZIP member ending in `.app` inside another package, such as an IPA,
+  keeps the generic `zip` classification.
+
+HarmonyOS `.har` shared libraries are intentionally not classified by suffix:
+`.har` also names HTTP Archive JSON, so a Harmony shared archive requires
+verified ZIP bytes and is deferred with an explicit limitation.
+
+## Usage
+
+No external SDK, toolchain, or engine is required. Inventory the package and
+project the graph; CLI and MCP use the same workflow and return
+artifact-bound Evidence inline:
+
+```sh
+rea inspect-artifact /path/to/Example.hap --format json > inspection.json
+node --input-type=module -e 'import { readFileSync } from "node:fs"; console.log(JSON.stringify({ inventory_evidence: [JSON.parse(readFileSync("inspection.json", "utf8"))] }));' > projection-input.json
+rea project-harmony-application-graph projection-input.json --format json
+```
+
+The MCP tool `project_harmony_application_graph` takes the same
+`inventory_evidence` input. The projection reports:
+
+- exact component paths, artifact IDs, and hashes (manifests, Ark bytecode,
+  resources, native libraries, JavaScript, signing)
+- a packaging-model hint: Stage is claimed only from a `module.json` entry,
+  FA only from `config.json`, otherwise `unknown`
+- FA resources under `assets/<module>/resources/` as well as Stage `resources/`
+- unavailable component paths with unknown IDs and hashes, including encrypted entries; these make projection coverage partial
+- App Pack child package paths without recursive inventory
+- runtime-family hints (`ark`, `native`, `javascript`) from paths and formats
+- path-based N-API bridge hypotheses between bytecode and `libs/<abi>` native
+  libraries
+
+Every claim is path-presence only. Manifest semantics (module identity,
+abilities, entry points, permissions, dependencies), Ark bytecode contents and
+versions, resource resolution, signing verification, and observed native
+boundaries are out of scope for this increment and stay in the projection's
+`limitations` array until a dedicated HarmonyOS provider exists. REA fails
+closed on packages whose inventory cannot be authenticated.
+
+## Verification lane
+
+`npm run fixtures:harmony` downloads the SHA-256-pinned 1.0.1 HAP release
+from the MIT-licensed [harmony-next-pipeline source repository](https://github.com/ohosvscode/harmony-next-pipeline)
+into ignored `_reference/harmony-integration/`. The pin records the source
+revision, release asset ID, size, and digest. The downloaded artifact is not
+redistributed; bundled component licenses have not been independently audited.
+
+```sh
+npm run fixtures:harmony
+REA_HARMONY_TEST_HAP=_reference/harmony-integration/entry-default-unsigned.hap \
+  npm run verify:harmony
+```
+
+The lane exercises the compiled CLI and actual SDK-connected stdio MCP:
+`inspect_artifact` authenticity, projection determinism, Stage-model path hints,
+exact manifest/bytecode/resource component sets, empty native and bridge sets,
+complete-inventory coverage, and CLI/MCP parity. It checks that this fixture has
+no META-INF signing entries; that does not establish whether the package is signed.
+
+The release artifact's compiler/SDK versions and reproducible source build have
+not been independently established. This lane does not complete the pinned
+toolchain acceptance in #1431 and does not verify Ark decoding or signatures.
+Set `REA_HARMONY_ENTRYPOINT` to an installed package's `scripts/rea.mjs` to run
+the same checks against that package; the default lane uses the repository build.
@@ -32,6 +32,8 @@ Open the **original input binary** in REA, not an `.idb` or `.i64` database. Its

 REA's close operation releases its MCP connection or proxy. It never saves or closes the existing GUI database. External edits remain visible because results are live and are not replayed from snapshots. These checks do not lock the GUI or prove that the database is unpatched.

+The legacy producer moves the active GUI as a side effect: assembly and raw function instructions jump to the function, and successful pseudocode opens or reuses a pseudocode view. A function dossier does both. `binary_session` reports these operations with `effects.may_show_ui: true` in attached mode; headless operations and the other attached operations report `false`.
+
 ## Give REA a target for headless analysis

 The headless profile supports upstream's **database supervisor** API: `idb_open`, `idb_list`, `idb_close`, explicit `database` arguments, and modern analysis tools. Legacy 1.4.0 `idalib-mcp`, which accepts one initial filename and serves SSE, does not implement this profile. Follow the [upstream headless instructions](https://github.com/mrexodia/ida-pro-mcp#headless-idalib-session-model) for an installation with the supervisor API.
@@ -90,7 +92,7 @@ Use a package version that actually includes this adapter; repository main can b
 {"name":"close_binary","arguments":{}}
 ```

-Opening an MCP target starts its selected provider session; headless opening waits for auto-analysis. Set the agent's MCP request deadline long enough for the target. The registration's optional `timeoutMs` defaults to 300000 for upstream requests. Cancellation drains the current upstream request before cleanup; it does not force-stop GUI analysis. An open request that times out without a completed response retains the private workspace because worker inventory alone cannot prove the request has stopped. `binary_session` reports actual tool availability. Repeated doctor/setup calls are unnecessary when the registration already works.
+Opening an MCP target starts its selected provider session; headless opening waits for auto-analysis. Set the agent's MCP request deadline long enough for the target. The registration's optional `timeoutMs` defaults to 300000 for upstream requests. A freshly opened headless worker can briefly report `status: "busy"` from `server_health`; REA re-reads the health every 100 ms until the worker answers, the caller cancels, or `timeoutMs` has elapsed since the first read. Only expiry while the worker is still busy produces a retryable `provider_timeout`; no further read is started once the deadline has passed. That error names the busy tool of the last observation, or `unknown` when the worker reported none or a value that is not tool-name-shaped. Cancellation during the wait produces `cancelled`. Any other unexpected health payload, including a busy payload with an invalid shape, remains `unreadable_output`. Cancellation drains the current upstream request before cleanup; it does not force-stop GUI analysis. An open request that times out without a completed response retains the private workspace because worker inventory alone cannot prove the request has stopped. `binary_session` reports actual tool availability. Repeated doctor/setup calls are unnecessary when the registration already works.

 For guided registration, set `REA_IDA_MCP_CONFIG` before `rea setup --client <client>`. Setup includes that file reference in its reviewed plan and preserves it after approval; it does not copy upstream credentials into the agent configuration. `rea doctor --provider ida --json` validates the registration without starting IDA and explicitly leaves runtime compatibility and target binding for analysis.

@@ -100,7 +102,7 @@ Both profiles support procedure/string inventory and literal or regex search, pr

 The legacy profile additionally supports direct callers. Its producer may report call-site or interior addresses; REA resolves the reported function symbol to its canonical entry. The modern profile does not prove direct callers from its code/data xref labels, so that capability is unavailable and the dossier marks it unknown.

-Complete body ranges, typed reference edges, CFG, referenced data, source locals, comment kinds, and database revision are unavailable. Empty unsupported dossier facets mean **unknown**, not observed absence. `binary_overview`, whole-symbol inventory, mutation, debugging, arbitrary Python forwarding, and GUI navigation are outside this adapter's coverage. Check session availability before composing a workflow that needs those facets.
+Complete body ranges, typed reference edges, CFG, referenced data, source locals, comment kinds, and database revision are unavailable. Empty unsupported dossier facets mean **unknown**, not observed absence. `binary_overview`, whole-symbol inventory, mutation, debugging, arbitrary Python forwarding, and requested GUI navigation are outside this adapter's coverage. Check session availability before composing a workflow that needs those facets.

 `provider.version` identifies the REA adapter; the profile explicitly records `version_scope: "rea-ida-adapter"`. The MCP handshake's `serverInfo` is separate and does not establish IDA or Python distribution versions. Raw observations preserve producer metadata and output. Attached hashes identify the recorded original input; headless identity uses the digest-verified private copy and observed worker input path. Neither proves source-code recovery or an unmodified analysis database.

@@ -108,4 +110,4 @@ Complete body ranges, typed reference edges, CFG, referenced data, source locals

 Run `npm run verify:ida -- --target /absolute/path/to/program --procedure main` with a configured upstream server. It exercises production CLI and MCP tools, validates their output contracts and Evidence, checks original-input preservation and session cleanup, and keeps local target data out of its console summary. Supply `--package-root` to verify an extracted or installed package. See [testing](testing.md) for the distinction between adapter tests and real-provider evidence.

-The initial real workflows use stdio registrations for the legacy Windows GUI profile and a Windows x64 headless supervisor with IDA 9.3. Streamable HTTP is tested against a loopback MCP fixture with the pinned client SDK; a real IDA HTTP-supervisor workflow remains unverified. Linux/macOS headless engine operation, other IDA releases, architectures, and modern attached GUI tools require their corresponding real workflows before support is claimed.
+The initial real workflows use stdio registrations for the legacy Windows GUI profile and a Windows x64 headless supervisor with IDA 9.3. The headless workflow has also passed on macOS arm64 with IDA Professional 9.1 (build 9.1.250226) against the same upstream commit `c133c3853faa111a9b00ee615c013b720d0c4acd`, using a source-built arm64 Mach-O fixture; Mach-O C symbols carry a leading underscore, so the procedure name is `_rea_fixture_add`. Streamable HTTP is tested against a loopback MCP fixture with the pinned client SDK; a real IDA HTTP-supervisor workflow remains unverified. Linux headless engine operation, other IDA releases, architectures, and modern attached GUI tools require their corresponding real workflows before support is claimed.
@@ -36,8 +36,27 @@ Setup continues to pin persistent MCP registrations to the exact version that
 performed setup. Running current setup later migrates unversioned or older
 managed registrations through the normal reviewed setup transaction.

+With Bun, `bunx rea-agents setup` (or `bunx rea-agents@latest setup`) is the
+equivalent entry point. Setup run through `npx` registers
+`npx -y rea-agents@<version> mcp`; setup run through `bunx` or `bun x` registers
+`bunx rea-agents@<version> mcp`. On Windows, setup wraps either command in
+`cmd.exe /d /c` so clients can start the runner's command shim. Neither
+registration points into the runner's temporary package cache.
+
 REA supports Node.js 22.x (>=22.19), 24.x (>=24.11), and 26+. Node.js 23, 25, and prereleases are unsupported. It uses the npm already paired with that runtime and never upgrades Node.js, npm, or Homebrew.

+When REA runs on Bun, the `rea doctor` `node` check reports the Bun version and
+the Node.js compatibility version Bun declares, and passes when that
+compatibility version is in the supported range. Bun does not enforce the V8
+heap flags REA gives its owned helper processes, so Evidence that reports those
+limits on Node.js records them as unavailable under Bun. On Windows, the owned
+Job Object of each JavaScript helper (source analyzer, source-map codec and HAR
+decoder) instead limits its committed memory to that helper's heap budget plus
+a 512 MiB reserve for Bun itself, and Evidence reports that limit. This needs
+the matching bundled Windows native artifact; an artifact without the control
+refuses to start the helper rather than running it unlimited. CI tests Node.js
+only.
+
 Running `npm install rea-agents` without `--global` installs the executable only
 in the current project's `node_modules/.bin`; it does not make `rea` available
 on the shell `PATH`. Use the setup command above for the guided setup
@@ -68,13 +87,15 @@ selects the npm release, and persistent MCP registrations are pinned to the
 version that performed setup. Installing newer instructions does not update a
 running server or its registration.

-The release checked on **2026-10-07** was **5.0.0** (133 MCP tools), published
-from the fixed checkpoint
-[`b33236ec`](https://github.com/morluto/rea/releases/tag/rea-agents-5.0.0).
-The public CLI, MCP catalog and target-free session, and isolated update from
-4.1.0 to 5.0.0 were verified through npm. The artifact includes Windows native
-controls, Android/JADX and firmware tools, Ghidra function annotations, and
-retained application-Evidence references.
+The npm release checked on **2026-10-11** was **6.4.0**, published from
+[`a56f7bb6`](https://github.com/morluto/rea/commit/a56f7bb668ab23fec8d33f7af353ac7ed2fe1895).
+The actual registry package accepted dry-run setup plans for all 17 client IDs
+listed below, including Qwen Code, Pi and Hermes. OpenCode's plan selected
+`OPENCODE_CONFIG_DIR` even when that directory did not yet exist. These checks
+used an isolated home on macOS with Node 24; they verify planning and argument
+admission, without writing client configuration or establishing live integration
+with every client. This resolves the npm 6.3.0 setup gaps tracked in
+[#1650](https://github.com/morluto/rea/issues/1650).

 Main's catalog describes the current code. A source build or a subsequent
 release containing changes after this checkpoint is required for newer
@@ -142,6 +163,25 @@ listed after the table because its connector is not one of these files:
 | Pi                 | `pi`             |
 | Hermes             | `hermes`         |

+For GitHub Copilot CLI 1.0.95, `gpt-4.1` model metadata can block ordinary
+chat with REA's full input-schema profile before sending a model request
+(`compaction_static_context_blocked`; [#1554](https://github.com/morluto/rea/issues/1554)).
+For the native offline OpenAI-compatible BYOK adapter, full-profile chat and
+analysis also passed with a distinct `COPILOT_PROVIDER_MODEL_ID` such as
+`rea-gpt-4.1`, `COPILOT_PROVIDER_WIRE_MODEL=gpt-4.1`, and that distinct ID selected
+through `copilot --model rea-gpt-4.1`. The local fixture requested
+`COPILOT_PROVIDER_MAX_PROMPT_TOKENS=1000000`; configure the limit supported by
+your backend. This keeps every full schema and the actual wire model intact.
+It does not establish the effective client budget or fix the built-in-ID path.
+The existing compact profile passed native chat and analysis with the complete
+tool inventory on Linux using a loopback model fixture. After setup, add
+`"REA_MCP_INPUT_SCHEMA_PROFILE": "compact"` to the `env` object of the
+`mcpServers.rea` entry in Copilot's `mcp-config.json`, preserving its other
+settings, then restart the client. Compact advertisements can reduce nested
+schema constraints; REA still validates complete canonical inputs. Full-profile
+`gpt-5.4` metadata is also verified locally. Live model API acceptance and
+Windows remain unverified; see [native client verification](testing.md).
+
 For [Pi](https://github.com/earendil-works/pi/blob/main/packages/coding-agent/docs/mcp.md),
 setup writes a `type: "stdio"` entry under `mcpServers.rea` in the user-level
 `~/.pi/agent/mcp.json` and installs the bundled skill under `~/.agents/skills`.
@@ -334,6 +374,12 @@ Hopper installation or any file write. Declining or pressing Ctrl-C makes no
 changes. Agent configuration writes preserve unrelated entries and comments,
 create backups, use atomic replacement, and verify their result. Setup and
 uninstall retain an existing `.rea.backup` rather than replacing the first snapshot.
+Setup also retains valid environment overrides in REA's existing server entry,
+such as `REA_MCP_INPUT_SCHEMA_PROFILE` and `REA_MCP_MAX_RESPONSE_BYTES`.
+Detected provider settings replace only matching environment keys.
+Setup and doctor report a malformed REA environment map or invalid runtime
+setting before setup writes files. Repair the named setting in the client
+configuration; setup does not silently discard the rest of the map.

 After setup, REA reports which agents, analysis tools, and workflow files passed
 its final checks. Restart any agent named in the completion message, then begin
@@ -373,9 +419,21 @@ rea setup --yes --all-detected --install-hopper --json
 Setup pins package-runner MCP registrations to the exact installed REA version,
 installs the matching skill and on-demand references in the same plan, and adds
 `startup_timeout_sec = 30` for Codex and Grok Build. `rea update` installs the exact resolved
-release into the npm prefix that owns the running package, then checks the new
-executable's version before reporting success. It does not reopen onboarding.
-Release lookup and installation both use npm's configured registry.
+release into the npm prefix or Bun global directory that owns the running
+package, then checks the new executable's version before reporting success. It
+does not reopen onboarding. For npm installations, release lookup and
+installation both use npm's configured registry. Bun global updates require
+Bun 1.2.17 or later, which introduced `bun info`. The updater checks `bun --version`
+first and stops with an instruction to upgrade Bun manually if the version is
+older or cannot be parsed; it does not upgrade Bun itself.
+For supported Bun global installations, `bun info` and
+`bun add --global --ignore-scripts` use Bun's configured registry
+and run inside the owning Bun global directory (`BUN_INSTALL_GLOBAL_DIR`, else
+`$BUN_INSTALL/install/global`, else `$XDG_CACHE_HOME/.bun/install/global`,
+else `~/.bun/install/global`), never in the caller's current project. A Bun
+global directory without its `package.json` is not treated as an owned
+installation, because Bun would install into the nearest ancestor project
+instead.
 Its maintenance plan selects only existing REA registrations and an already
 installed REA skill. Run the returned scoped setup command to review and approve
 those changes, then restart affected agents. The plan is returned in terminal,
@@ -416,7 +474,7 @@ vendor-defined limits, and a paid license is optional. REA reuses any detected
 installation and preserves Hopper during uninstall.

 The supported native host baseline is macOS 12+, Ubuntu 24.04+, Fedora 41+,
-Nobara 44+, 64-bit Arch Linux, or CachyOS. Ghidra and IDA have their own provider-specific
+Nobara 44+, 64-bit Arch Linux, CachyOS, or Omarchy. Ghidra and IDA have their own provider-specific
 host requirements; Windows Ghidra uses the [experimental P0 boundary](windows-ghidra-p0.md).

 On macOS, approved setup downloads the official DMG, checks its published size
@@ -473,6 +531,25 @@ export HOPPER_LAUNCHER_PATH=/absolute/path/to/Hopper
 rea doctor --provider hopper --json
 ```

+Hopper startup allows 120,000 ms for launch, initial analysis, and authenticated
+bridge readiness. For large targets, set `REA_HOPPER_STARTUP_TIMEOUT_MS` to a
+decimal integer from 1 to 2,147,483,647 milliseconds in the environment that
+starts REA. CLI and MCP use the same setting; invalid values fail configuration
+validation. An MCP client's own request timeout must also allow enough time.
+
+If macOS denies Apple Events, allow the application that starts REA under
+**System Settings → Privacy & Security → Automation**, then retry. REA releases
+the target reservation when the native helper reports its complete authorization
+rejection and its arguments cannot alter the helper's generated AppleScript.
+Arguments containing quotes, backslashes, or line breaks remain unchanged but
+cannot establish that a failed handoff opened no document. Other failed handoffs
+retain ownership until document closure is confirmed. If a timed-out bridge
+becomes ready later, `close_binary` connects to that run, authenticates its
+identity, and requests document shutdown. After a connection drops, the bridge
+allows 30 seconds for an authenticated cleanup reconnect, then releases Hopper's
+Python execution thread. Expiry does not establish document closure, so REA
+retains unconfirmed ownership. Retry close while the bridge remains available.
+
 If a Linux launcher exists but cannot start, inspect its shared libraries:

 ```bash
@@ -598,8 +675,10 @@ dossiers, instructions, recovered data types, measured load mappings, loaded
 memory bytes, and observed file offsets. Independent load-image attestation
 supports DOS MZ and explicitly selected COM; PE returns its measurements with that limitation.
 On Linux and macOS, `annotate_native_function` also edits a function name and/or
-entry comments atomically and returns refreshed analysis. These session metadata
-edits leave executable bytes unchanged and are discarded on close. GUI controls
+entry comments atomically and returns refreshed analysis, and `set_address_name`
+and `set_addresses_names` name a function entry or any other mapped address
+(creating or renaming its primary label) with per-address success results. These
+session metadata edits leave executable bytes unchanged and are discarded on close. GUI controls
 require Hopper; Windows P0 remains read-only.

 Windows P0 admits native x86 and x86-64 PE applications and DLLs on fixed local NTFS volumes.
@@ -628,7 +707,7 @@ rea providers --json

 `rea setup` can configure supported Windows agents and install the bundled
 REA skill after approval. Direct registrations use Node to launch REA's entry
-script; package-runner registrations use the pinned `npx` command. Hopper
+script; package-runner registrations use the pinned `npx` or `bunx` command. Hopper
 installation remains unavailable on Windows. Setup never installs Ghidra,
 Java, or Python. It preserves valid detected Ghidra/JDK settings in agent
 registrations. See [Windows Ghidra P0](windows-ghidra-p0.md) for provider diagnostics.
@@ -684,6 +763,27 @@ is no fixed per-operation or response-size ceiling. Unresolved computed calls
 remain unknown, reference-kind provenance is preserved, and provider-specific
 pseudocode is never treated as original source or Hopper-equivalent text.

+### Ghidra import language and analysis seeds
+
+Ghidra detects the language from the executable header. To set it (for example, Borland C++ PE images):
+
+```bash
+export REA_GHIDRA_LANGUAGE_ID="x86:LE:32:default"
+export REA_GHIDRA_COMPILER_SPEC_ID="borlandcpp"   # optional; requires a language
+```
+
+REA passes `-processor`/`-cspec`, checks both against the installation's `.ldefs`, and records them in the analysis profile. DOS imports reject an override.
+
+To seed code that auto-analysis cannot reach (computed jumps, pointers in data):
+
+```bash
+export REA_GHIDRA_SEED_FILE=/absolute/path/to/seeds.tsv
+```
+
+Each line is `address<TAB>kind[<TAB>name]`, where kind is `function`, `code` or `label` (a label needs a name). Addresses are `0x` hex in the default space; `#` lines are comments. A pre-script applies seeds before auto-analysis: functions from the highest address down, then code, then labels. The seed digest is part of the analysis profile, and the session fails if the applied seeds differ. Result limitations report the outcome counts; a seed fails when it overlaps an instruction Ghidra already decoded.
+
+Label seeds can name mapped uninitialized storage such as `.bss`; function and code seeds require initialized bytes.
+
 ### Ghidra heap and CPU controls

 Set resource controls in the environment that launches the CLI or MCP server,
@@ -774,7 +874,7 @@ Ghidra/JDK installation; neither is inferred from startup alone.

 ## Diagnose, update, and remove

-`rea doctor --json` is strictly read-only. `rea update` updates only the npm installation that owns the running CLI. Source checkouts and package-runner copies must be updated through the mechanism that owns them; a fresh package-runner invocation can use `npx rea-agents@latest`. `rea uninstall` removes only REA-owned agent registrations and skill files; `--purge-data` additionally removes REA cache and state paths.
+`rea doctor --json` is strictly read-only. `rea update` updates only the npm or Bun global installation that owns the running CLI. Source checkouts and package-runner copies must be updated through the mechanism that owns them; a fresh package-runner invocation can use `npx rea-agents@latest` or `bunx rea-agents@latest`. `rea uninstall` removes only REA-owned agent registrations and skill files; `--purge-data` additionally removes REA cache and state paths.

 ```bash
 rea update
@@ -810,7 +910,7 @@ For a client that requires manual configuration, use:
  "mcpServers": {
    "rea": {
      "command": "npx",
-      "args": ["-y", "rea-agents@6.3.0", "mcp"]
+      "args": ["-y", "rea-agents@6.4.0", "mcp"]
    }
  }
 }
@@ -819,6 +919,7 @@ For a client that requires manual configuration, use:
 <!-- x-release-please-end -->

 Persistent registrations should use one exact package version. `rea setup`
-writes the same package-runner shape and pins it to the exact version that
-performed setup. Run current setup to refresh an older registration, then
-restart the client.
+writes the same package-runner shape, or `bunx rea-agents@<version> mcp` when
+setup runs through `bunx`, and pins it to the exact version that performed
+setup. Run current setup to refresh an older registration, then restart the
+client.
@@ -233,7 +233,7 @@ or process workflows.

 ## CLI and verification

-All five CLI commands accept inline JSON or a path to a JSON file. The CLI
+All six CLI commands accept inline JSON or a path to a JSON file. The CLI
 returns an Evidence record directly. Put the full records in a later CLI input;
 a separate CLI process has no retained MCP connection state.

@@ -60,6 +60,12 @@ manifest and graph commitments, JavaScript Application Graph, static
 Electron summary, reconstruction statistics, and explicit limitations. It does
 not require a live Hopper, Ghidra, browser, or Electron process.

+The application graph selects the shallowest `package.json` outside
+`node_modules` as its package root, breaking equal-depth ties by Unicode
+code-point order. Dependency manifests remain package observations but do not
+declare Electron main or renderer entries. If only dependency manifests are
+present, the inventory artifact remains the graph root.
+
 ## ASAR integrity

 ASAR inventory checks Electron integrity metadata for embedded archive entries
@@ -89,9 +95,9 @@ queries use per-file range indexes, while call sites use exact-range lookups.
 Existing node budgets and coverage reporting remain in effect.

 Progress identifies the source file being parsed and projected. Cancellation is
-checked between files, with event-loop yields that allow notifications and
-completed file-local allocations to be released. A single file's synchronous
-parser and semantic extraction still need to finish before that boundary.
+checked between files and throughout result transfer. The owned analyzer can
+be stopped while its synchronous parser or semantic extractor is active;
+the CLI/MCP process remains available for control requests.

 Graph and Evidence identifiers hash canonical JSON incrementally, without
 assembling a single string for the whole graph. The canonical bytes and existing
@@ -113,6 +119,53 @@ smaller view, for example `--format json --filter-output
 evidence_id,normalized_result.statistics`. Streaming output does not bound the
 memory needed to construct the analysis graph itself.

+JavaScript source parsing, static analysis and semantic projection run in one
+owned analysis process, reused sequentially across files. Target code is never
+executed. The analyzer defaults to 1024 MiB of V8 old-space and a 300000 ms
+deadline per source, including startup and fact transfer. Select
+`max_heap_mb` and `analysis_timeout_ms` through MCP, or `--max-heap-mb` and
+`--analysis-timeout-ms` on the dedicated CLI command. These choices control the
+analyzer; the caller's `NODE_OPTIONS` still controls the CLI/MCP process heap.
+V8 old-space limits do not impose a process RSS limit. When REA runs on Bun,
+the analyzer ignores the V8 heap flags; resource failures then report
+`worker_heap_limit_bytes` as null instead of a requested or V8-reported limit.
+On Windows, the analyzer's owned Job Object instead limits its committed
+memory to `max_heap_mb` plus a 512 MiB reserve for Bun itself (1536 MiB by
+default). Reaching it fails the current source with the same memory resource
+failure and reports `worker_process_memory_limit_bytes`, also a coverage limit;
+the next source starts a new analyzer. Bun elsewhere enforces no analyzer limit.
+
+A source that exhausts the analyzer heap does not terminate the CLI/MCP
+process. Completed static facts are retained, other files can still be analyzed,
+and unexamined semantic relationships remain explicit unknowns. The parent
+also checks transfer expansion and accumulated results against its remaining
+heap before accepting semantic facts. A resource-limited result has partial
+coverage, the observed limits and an `analyze-javascript-source` unknown scope
+with the specific failure, including captured diagnostics when available.
+Resource failures do not increment syntax parse failures. There is no fixed
+source-length cutoff.
+
+Static observations also need memory when expanded into nodes, relationships
+and Evidence. If that expansion does not fit, the file node retains
+`static_analysis` and any admitted `semantic_module_analysis` observations,
+including their exact values and source locations. Use the public modules item
+view to read them. The graph marks those unexpanded relationships as unknown.
+If cumulative result capacity is exhausted, analysis stops; inventoried but
+unexamined files remain present with explicit unknown scopes.
+
+A timeout stops the remaining analysis and returns typed failure details with
+completed partial Evidence. MCP failure details return
+`partial_observation: { kind: "retained-evidence", evidence_id: "..." }`
+after recording succeeds, so `inspect_analysis_view` can open that analysis
+directly without serializing the entire partial graph into the error response.
+CLI failure output retains the complete partial Evidence.
+Cancellation after source analysis begins likewise
+retains completed facts; an SDK client may reject its cancelled request before
+receiving that reply. On the same MCP connection, inspect the Evidence bundle
+and use the retained analysis ID with `inspect_analysis_view`. Owned analyzer
+cleanup is verified before its private files are released. Cleanup uncertainty
+is reported separately and retains ownership for retry.
+
 CLI workflows parse larger JSON input files incrementally from one verified
 regular-file handle, without constructing a document-sized string. Smaller
 files retain native JSON parsing. Both paths require strict JSON and valid
@@ -129,6 +182,16 @@ documents. Their runtime string-limit failures report a resource constraint
 with the selected path, observed bytes and UTF-16 limit, rather than malformed
 JSON.

+`analyze_javascript_application` returns the complete analysis Evidence by
+default. Select `"detail": "summary"` to retain that complete Evidence in the
+current session and receive only its `inspect_analysis_view` summary: artifact
+identity, statistics, Electron surface counts, application and semantic
+coverage, limitations, and `normalized_result.parent_evidence_id`. Pass that ID
+to `inspect_analysis_view` for module pages or items, or to the application
+workflows as a retained reference. The summary does not repeat or truncate the
+analysis; a server without session retention refuses summary detail with
+`capability_unavailable`. CLI output is unchanged and always complete.
+
 MCP prepares the complete repeated response incrementally against the pinned
 SDK's 10 MiB stdio receive-buffer budget. Oversized results return an actionable
 transport constraint and the exact same-session Evidence reference. Use
@@ -197,6 +260,46 @@ while locally shadowed receivers can still contribute network endpoint
 candidates. A template recovered with a parser error and no cooked value stays
 dynamic; its raw spelling is not treated as a valid JavaScript string.

+RPC client syntax also contributes network endpoint candidates, in both
+`analyze_javascript_application` and `analyze_web_bundle`, distinguished by
+`mechanism`:
+
+- `trpc:procedure:<method>` records the static member path between the root
+  expression and the method, such as `invoice.list` in
+  `root.invoice.list.useQuery(...)`. tRPC proxies keep these property names
+  through identifier minification. React hooks and TanStack option factories
+  (`useQuery`, `useMutation`, `useInfiniteQuery`, `useSubscription`, suspense
+  and prefetch variants, `queryOptions`, `infiniteQueryOptions`,
+  `mutationOptions`, `subscriptionOptions`) are recognized directly. The
+  vanilla `query` and `mutate` methods are recognized on a root bound to
+  `createTRPCClient` or `createTRPCProxyClient` in the same lexical binding, or on a
+  path of at least two segments in a source containing `TRPCClientError`,
+  `trpc-accept`, or `/trpc`. Factory bindings must have one unconditional
+  initializer and no binding assignments; shadowed locals do not inherit client
+  identity. `subscribe` additionally requires a tRPC observer
+  argument (`onData`, `onError`, `onStarted`, `onStopped`, `onComplete`, or
+  `onConnectionStateChange`). `this` roots, browser globals, and any path
+  containing an RTK Query `endpoints` segment are never procedures; cache-key
+  helpers such as `queryKey` issue no request and are excluded.
+- `trpc:link:<link>` records the literal `url` option of `httpLink`,
+  `httpBatchLink`, `httpBatchStreamLink`, and `httpSubscriptionLink` when the
+  link's callee name survives bundling, including `(0, module.httpBatchLink)`
+  import-call wrappers.
+- `graphql:query`, `graphql:mutation`, and `graphql:subscription` record a
+  named operation found at the start of a string or cooked template literal —
+  the name must be followed by variable definitions (`($`), a directive, or a
+  selection set starting with a field name — or in a precompiled
+  `OperationDefinition` document object. A graphql-tag `loc.source.body` copy is
+  not reported twice. Anonymous operations are not reported.
+
+A procedure path is the server-side procedure name, not a resolved URL; the
+transport URL depends on the link configuration and batching. When the proxy is
+reached through a member expression, such as a webpack module binding
+(`l.S.invoice.list`) or a property holding the proxy (`o.api.post.byId`), the
+recorded path keeps those leading carrier segments; the procedure path is its
+suffix. Utility calls such as `useUtils().invoice.list.fetch()`, `useQueries`,
+and links whose callee was renamed by a minifier are not recognized.
+
 Each recovered bundle module retains the exact factory-source digest. A complete
 bounded AST also receives a `babel-ast-v1` structural fingerprint that ignores
 ordinary identifier names while retaining syntax, literals, operators, object
@@ -220,6 +323,21 @@ substitute version-dependent Electron defaults for omitted `webPreferences`.
 Dynamic option objects, bridge keys, API objects, and IPC channel expressions
 remain unknown and make coverage partial.

+Electron API identity follows proven lexical module aliases. Bundled CommonJS
+namespace imports are also followed through the interop helpers that bundlers
+and compilers emit (`__toESM`, `__importStar`, `_interopRequireWildcard`),
+including the `electron = __toESM(electron)` rewrap that Rolldown emits. This
+step is inferred: a helper is recognized by its emitted name and a single
+program-scope function definition, and its body is not evaluated, so a local
+function that reuses one of these names is trusted to pass the module through.
+Other reassigned bindings, dynamic selections, and visibly overwritten namespace
+members are unresolved.
+Direct and destructuring assignment, loop, update, and delete targets are checked
+through namespace aliases; unrelated member writes do not discard observed API
+identity. This static check does
+not evaluate arbitrary call side effects or runtime registration. Missing findings
+do not establish that an application has no Electron boundary usage.
+
 IPC pairing is an inference, not an observation. A renderer `invoke` pairs only
 with one unique `ipcMain.handle`/`handleOnce` candidate on the same exact literal
 channel; a renderer send pairs only with one unique `ipcMain.on`/`once`
@@ -1,59 +1,109 @@
 # JavaScript source recovery

 `recover_javascript_sources` / `recover-javascript-sources` derives readable
-modules from one explicitly selected UTF-8 JavaScript file or bundle. Use it on
+modules from explicitly selected UTF-8 JavaScript files or bundles. Use it on
 files returned by `export_web_scripts` or other local scripts. The operation
 never executes the selected or recovered application code.

 ## Caller-supplied engine

-The initial adapter is verified on Linux x64 with Wakaru **1.13.0**. Set
-`REA_WAKARU_COMMAND` to the absolute path of an executable supplied by the caller.
-The adapter uses util-linux `prlimit` (default `/usr/bin/prlimit`; override with
-an absolute `REA_JAVASCRIPT_PRLIMIT_COMMAND`). REA does not install either tool.
-Engine configuration is checked only when recovery is requested; other REA
-capabilities remain available without it.
+REA accepts Wakaru **^1.13.0** on Linux x64. The report parser is verified with
+Wakaru **1.14.0**. Another release in that range is accepted, the observed
+version is reported, and a limitation records that the parser was not verified
+against that release. Wakaru changes `--version`, `--json` and `provenance.json`
+only by addition within a major version
+([compatibility policy](https://github.com/pionxzh/wakaru/blob/v1.14.0/docs/cli.md#machine-readable-output-compatibility)),
+so the parser keeps unknown report fields and reported module statuses.
+
+Set `REA_WAKARU_COMMAND` to the absolute path of an executable supplied by the
+caller. The adapter uses util-linux `prlimit` (default `/usr/bin/prlimit`;
+override with an absolute `REA_JAVASCRIPT_PRLIMIT_COMMAND`). REA does not install
+either tool. Engine configuration is checked only when recovery is requested;
+other REA capabilities remain available without it.

 Unmodified upstream source is retained in `third_party/wakaru`, pinned to
-`6070266d24b32951fa2fe1d2dad5b4313bd5c81b` (v1.13.0, Apache-2.0).
+`8219bf5016a063d7fb215101a8c45d5959ec733f` (v1.14.0, Apache-2.0).
 The result reports the executed binary's exact path, SHA-256 and observed version.
 The audited source revision is distinct from `executed_source_revision: null`:
 a version string cannot prove which source produced a caller-supplied binary.

+### Install Wakaru
+
+Use the official release binary, the same one CI verifies:
+
+```sh
+curl -fL https://github.com/pionxzh/wakaru/releases/download/v1.14.0/wakaru-linux-x64.tar.gz | tar -xz wakaru
+export REA_WAKARU_COMMAND="$PWD/wakaru"
+```
+
+Or install it from npm. Point at the platform binary, not the Node.js shim in
+`node_modules/.bin`:
+
+```sh
+npm install wakaru@1.14.0
+export REA_WAKARU_COMMAND="$(realpath node_modules/@wakaru/cli-linux-x64/wakaru)"
+```
+
+Both give the same binary (SHA-256
+`664fa06782a61eda7ed15885134b52525fd565dd77607e642062ceb6cd927c38`).
+
 ## Recover and analyze

 ```sh
 rea recover-javascript-sources /tmp/web-scripts/app.js /tmp/recovered-app --json
 rea analyze-javascript-application /tmp/recovered-app/modules --json
+
+# Recover related code-split chunks together; repeat --additional-path.
+rea recover-javascript-sources /tmp/web-scripts/main.js /tmp/recovered-chunks \
+  --additional-path /tmp/web-scripts/runtime.js \
+  --additional-path /tmp/web-scripts/shared.js \
+  --additional-path /tmp/web-scripts/checkout.chunk.js --json
 ```

 MCP input:

 ```json
 {
-  "path": "/tmp/web-scripts/app.js",
-  "output_directory": "/tmp/recovered-app"
+  "path": "/tmp/web-scripts/main.js",
+  "additional_paths": [
+    "/tmp/web-scripts/runtime.js",
+    "/tmp/web-scripts/shared.js",
+    "/tmp/web-scripts/checkout.chunk.js"
+  ],
+  "output_directory": "/tmp/recovered-chunks"
 }
 ```

 The output directory must be absent, absolute, and have an existing parent.
-The source is snapshotted in a private workspace, and the engine writes only to
+Each source is snapshotted separately in a private workspace. Multiple inputs
+retain their relative directory layout and are passed together to one Wakaru
+invocation, allowing cross-chunk module IDs to resolve. Inputs must be distinct;
+`additional_paths` accepts up to 16 additional files. The engine writes only to
 its own staging directory. Reported module paths, input identities, UTF-8 byte
 ranges, regular files and emitted map representations are validated before
 publication. REA writes verified bytes to an exclusively owned output tree and
 rolls it back on failure. It also checks that the original source and engine
 bytes remain unchanged before committing. The existing output is never overwritten.

+Multi-input relative filenames must be representable unchanged as artifact paths:
+NFC Unicode spelling and no literal backslashes. Unsupported layouts fail before
+invoking the engine rather than silently renaming inputs referenced by source maps.
+
 Published contents:

- `inputs/bundle.js`: exact original snapshot; its digest binds the Evidence.
+- `inputs/bundle.js`: exact original snapshot for a single input. Multiple inputs
+  retain paths relative to their common parent under `inputs/`.
 - `modules/`: derived modules and any upstream-emitted source maps.
 - `reports/stdout.json` and `reports/provenance.json`: exact producer reports.
 - `manifest.json`: identities, modules, transform choices, warnings and limitations.

 The inline result includes complete file paths/digests/sizes, extraction ranges,
 warnings and `analysis_input`, directly usable as the arguments to
-`analyze_javascript_application`. Raw Evidence retains selected command arguments,
+`analyze_javascript_application`. `source` identifies the primary input and binds
+the Evidence subject; `additional_sources` records the other snapshots and their
+published copies when selected. Each module names its owning snapshot, original
+path and original digest; all extraction and context ranges refer to that input.
+Raw Evidence retains selected command arguments,
 reported input paths, exit status, stderr and reports; temporary paths are recorded
 as historical execution coordinates after their workspace is removed.

@@ -80,7 +130,8 @@ equivalence remain unknown. No network fetching occurs.
 ## Resource policy and verification

 Each operation uses one worker, a 1 GiB address-space ceiling and a 120-second
-deadline; it accepts up to 64 MiB of input and 128 MiB/10000 entries of staged
+deadline; it accepts up to 64 MiB of total input across all selected files and
+128 MiB/10000 entries of staged
 output, with 8 MiB per diagnostic/report stream. Exceeding a limit is an explicit
 failure with rollback. These limits apply per operation and do not claim aggregate
 host containment across concurrent callers.
@@ -0,0 +1,36 @@
+# JEB instrumentation and analysis
+
+REA exposes JEB-backed project, unit, and decompilation inspection through the CLI and MCP, served by JEB's own MCP interface. JEB is a bring-your-own engine: REA never installs it, launches it, or opens its project databases itself.
+
+## Bring-your-own engine
+
+Start a JEB client that serves MCP and point REA at it:
+
+- Default endpoint: `http://127.0.0.1:8425/mcp`. Override with `REA_JEB_MCP_URL` (absolute `http`/`https` URL with literal host `127.0.0.1` or `[::1]`; redirects, remote hosts, credentials, query strings, and fragments are rejected rather than silently dropped).
+- In the JEB GUI client, start the MCP server from the _File_ menu (or via the VIBRE assistant).
+- Headless, use JEB's documented programmatic route (`JebMcpServerInstance` from the JEB API) with the JEB client on your classpath; JEB 5.48's `-c` headless mode does not accept `--mcp` directly.
+
+Verified against JEB 5.48.0 (Linux x64, licensed build) serving `jeb-mcp-server` 1.3.0 over streamable HTTP.
+
+## Operations
+
+| MCP tool / CLI command                      | Purpose                                                                                                                         |
+| ------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------- |
+| `inspect_jeb_client` / `inspect-jeb-client` | Engine version, GUI or headless mode, startup time                                                                              |
+| `open_jeb_project` / `open-jeb-project`     | Open or create a project from an artifact or `.jdb2` on the engine host; returns input-file SHA-256 digests and top-level units |
+| `list_jeb_units` / `list-jeb-units`         | Page units by stable path and type (`filter`, `parent-unit-path`, `index`, `count`)                                             |
+| `decompile_jeb_item` / `decompile-jeb-item` | Decompile one type or method to engine pseudo-code                                                                              |
+
+All four are read-only with respect to the target file; only `open_jeb_project` changes engine-side project state, and Evidence records the endpoint, the caller-selected parameters, and the engine-reported digests. Mutation workflows the engine also offers (renames, comments, `save_project`, `close_project`) are intentionally not exposed yet.
+
+**Engine coverage note (verified):** JEB 5.48.0 headless MCP instances do not advertise `open_project` — the target must be selected when the engine client starts (`--infile` on the programmatic launcher, or the GUI's file opening). REA preserves that refusal with the engine's reason instead of failing silently; `open_jeb_project` completes only against engine builds that advertise the tool, such as GUI clients.
+
+## Semantics
+
+- Paths in `open_jeb_project` are resolved by the JEB process, not by REA; REA does not require the artifact to exist locally.
+- The engine caps `list_units` pages at 100; a full page is reported as `coverage: "partial"` because more units may exist. An empty remainder is `complete` only when fewer units than requested were returned.
+- When `decompile_jeb_item` omits `unit_path`, the engine implicitly selects the project's first code unit; REA reports `unit_path: null` and a limitation instead of guessing the effective unit.
+- Engine refusals (`success: false` envelopes) are preserved as unsupported-target errors carrying the engine's own message, for example a nonexistent item address.
+- An unreachable endpoint is a provider-availability failure with recovery guidance; REA does not retry or spawn the engine.
+
+Real-engine verification lives in the JEB lane described in [testing.md](testing.md); mock transport tests do not establish real-engine compatibility.
@@ -38,6 +38,26 @@ Inspect separately obtained components explicitly and preserve their identities.
 A valid implementation marker establishes a candidate native boundary, not
 recovered native semantics or runtime behavior.

+An assembly targeting [.NET Standard](https://learn.microsoft.com/en-us/dotnet/standard/net-standard)
+declares API compatibility across multiple .NET implementations. REA preserves
+that target in `target_frameworks` and leaves `runtime_family` as `unknown`
+unless independent markers identify a runtime family, such as a ReadyToRun
+signature.
+
+### Resource admission
+
+The static provider admits regular input files up to 128 MiB before retaining
+their bytes. Reads remain bounded if a file grows after admission. Metadata,
+CIL decoding, and projected inspection records have a separate conservative
+64 MiB representation budget; shared heap strings are cached, but repeated
+output occurrences still consume that budget. These are inspection resource
+policies, not PE format limits or a hard bound on total V8 heap use.
+
+Input overflow returns a resource constraint. Decode or projection overflow
+reports `resource-limit` with unavailable or partial coverage; omitted facts do
+not become empty observations. Ambiguous PE section mappings are rejected
+rather than interpreted according to section order.
+
 ## Analysis objective

 REA's managed-code track is intended to answer five different questions without
@@ -106,6 +126,15 @@ Member inspection binds build-local tokens, signatures, row offsets, method
 bodies, and decoded relationships to that artifact and MVID. Missing or malformed
 facts remain explicit in coverage and per-member status.

+`exported_types` reports ExportedType rows as declared. Facade assemblies such
+as .NET `System.Runtime.dll` provide their types this way: `forwarder: true`
+marks a type forwarder, and `implementation_token` names the AssemblyRef, File,
+or enclosing ExportedType row that implements it. REA does not load the
+implementing assembly to resolve the forwarded definition, and
+`compare_managed_members` does not compare exported types. Member Evidence
+recorded before this field existed reads back with `exported_types: null`,
+which means the table was not examined.
+
 CLI `#GUID` heap values retain their exact 16-byte GUID text. REA does not impose
 RFC 4122 UUID version or variant bits on MVID, EncId, or EncBaseId because
 ECMA-335 metadata does not require those bit patterns. Tokens and RVAs are
@@ -26,7 +26,16 @@ health transition leaves that catalog unchanged and does not emit
 Advertised input and output schemas contain no reachable recursive references.
 Schemas share repeated definitions through schema-local references while
 preserving complete nested fields and validation rules. Input properties retain
-their descriptions and literal examples. Root object unions are presented as
+their descriptions and literal examples.
+
+Hosts forward input schemas to the model with every request, so advertised
+examples never copy complete producer Evidence. An embedded Evidence record is
+shown as its exact `{"kind":"retained-evidence","evidence_id":"ev_..."}`
+reference where the tool accepts one. An example that can only carry inline
+Evidence stays in the canonical contract and its executable tests, but is not
+advertised. Every advertised example is a distinct valid canonical input.
+
+Root object unions are presented as
 one object without root `anyOf`, `oneOf`, or `allOf` for model API compatibility.
 The projection merges properties, retains shared required fields and
 group-specific field dependencies, and describes the accepted input groups.
@@ -144,6 +153,12 @@ if retention is unavailable or fails, the diagnostic reports that reason.
 REA accepts ordinary `tools/call` progress tokens. Updates are monotonic,
 rate-bounded to at most one intermediate update per 100 ms, and always allow a
 terminal update. Unknown totals are omitted; REA does not fabricate percentages.
+`capture_process_scenario` uses that boundary only when the client supplies a
+progress token. Notifications set `progress` to the count of collected terminal
+frames, process samples, and interaction events, omit `total`, and put the
+lifecycle phase, elapsed time, and final cleanup status in `message`. A client
+that does not send a progress token receives no progress notifications. The
+tool result is unchanged either way.
 Provider calls receive the request cancellation signal. Artifact traversal,
 hashing, version comparisons, Hopper requests, and process capture
 check the same signal. Cancellation is distinct from timeout. A cleanup failure
@@ -152,6 +167,9 @@ Native call tracing and process capture retain available observations in
 `details.partial_observation` on failure, including when cleanup succeeds.
 The observation reports its partial coverage; cleanup details describe host
 state separately from the execution failure.
+A process capture that fails during a finalization interval keeps every signal
+attempt and its delivery result in `details.partial_observation`, with
+`elapsed_ms` and `exit_code` null when no exit was observed.
 Derived comparisons and reconstruction verification yield before computation
 and before publication, so cancellation cannot race with successful Evidence.

@@ -186,6 +204,7 @@ These deadlines have different owners:
 | Deadline             | Owner and effect                                                                                                                                                                                                                    |
 | -------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
 | MCP initialize       | The client bounds transport/REA connection startup, before any target query.                                                                                                                                                        |
+| Hopper startup       | REA allows 120,000 ms by default; `REA_HOPPER_STARTUP_TIMEOUT_MS` accepts decimal integers from 1–2,147,483,647 ms. Invalid values fail configuration validation. Startup failure is reported by the first provider query.          |
 | Ghidra startup       | REA allows 330,000 ms by default; `REA_GHIDRA_STARTUP_TIMEOUT_MS` accepts decimal integers from 1–2,147,483,647 ms. Invalid supplied values fail configuration validation. Startup failure is reported by the first provider query. |
 | Individual tool call | The client bounds its wait, including cold engine startup. The pinned client SDK 2.3.1 defaults to 60,000 ms and can cancel earlier than REA's startup deadline.                                                                    |

@@ -290,6 +309,23 @@ that reference for a summary, one section/module, or a stable page, or call
 bundle exports stream canonical JSON into an atomically published file. A broad
 follow-up or `get_evidence_bundle` can also exceed the response budget; exporting
 preserves the complete session without sending it through a single MCP frame.
+To discover existing records without their large payloads, call
+`get_evidence_bundle` with `detail: "summary"`. Its `result.records` contain
+Evidence IDs, artifact/provider identities, analysis-profile digests and native
+procedure metadata. Optional `filters` match exact `evidence_id`, `operation`,
+`target_sha256`, `analysis_profile_digest` or `procedure_address`. Use a discovered
+ID with `inspect_analysis_view`; neither discovery nor retained selection starts
+a provider. `retention: "complete-record"` describes stored Evidence, while
+`native_dossier.value_flow` independently reports truncation, unavailable or
+unknown metadata. Missing omission counts remain null. Summary output carries
+every matching record; actual transport admission still applies. Omitted
+`detail` preserves complete canonical bundle delivery; filters require summary.
+
+For a portable exported bundle, the CLI shares this projection:
+`rea inspect-evidence-bundle '{"path":"/tmp/evidence.json","detail":"summary","filters":{"operation":"analyze_function"}}' --format json`.
+The CLI validates and materializes that local bundle under its existing memory
+budget; summary delivery does not make arbitrary large files cheap to import.
+
 Cancelling an export stops further serialization and removes its staging file.
 The destination changes only when a complete export is atomically published.

@@ -303,6 +339,15 @@ Ordinary responses keep their existing complete result contract.

 ## Retained application Evidence inputs

+`analyze_javascript_application` and `inspect_binary_layout` accept `detail`:
+`complete` (default) returns the complete analysis Evidence; `summary` records
+that complete Evidence in the session and returns the derived
+`inspect_analysis_view` summary Evidence instead. Its
+`normalized_result.parent_evidence_id` and `evidence_links` name the retained
+analysis, so later views and application workflows read it without repeating
+analysis or moving the complete record through the response. A server without
+session retention refuses summary detail with `capability_unavailable`.
+
 `inspect_analysis_view` projects a caller-selected view of already completed
 `inspect_binary_layout`, `analyze_javascript_application`, or `analyze_function`
 Evidence. Native views select procedure, pseudocode, assembly, basic blocks,
@@ -425,3 +470,15 @@ and reconstruction cannot treat it as unchanged.
 canonical `integrity_contradictions` records and marks application graph
 coverage partial when any mismatch is continued. Contradicted nested ASARs
 remain opaque.
+
+`extract_artifact` accepts the same policy in MCP and as `--integrity-policy`
+on `rea extract-artifact`. With `record-and-continue` it writes the observed
+bytes and returns the `integrity_contradictions` records for the extracted
+files. An active ASAR unpacked entry whose companion file is absent cannot be
+materialized; extraction fails as `unavailable` with that logical path.
+
+Packaging tools commonly sign or strip `.asar.unpacked` native binaries after
+writing the archive header, so their declared hashes no longer match. Electron
+does not check unpacked companions against those hashes at runtime. Integrity
+failures for such entries name this cause and the operation to rerun with
+`record-and-continue`; REA does not exempt unpacked entries silently.
@@ -195,6 +195,27 @@ outside-memory and undecodable addresses have separate outcomes. Effective
 memory base/index/displacement roles and per-instruction context mode remain
 unavailable; `mode` is the program language variant.

+`inspect_native_instruction` also returns `incoming_references` to the exact
+queried address, including data, interior-instruction and undecodable addresses.
+Ghidra enumerates its ReferenceManager, excludes synthetic entry-point
+references, and returns deterministic source-address ordering while retaining
+distinct operand references from the same source. `[]` means that enumeration
+found no references; omission or `null` means this facet is unavailable in an
+older capture or another provider. Empty static references do not prove that
+the address is unused at runtime. The existing `references` field still holds
+outgoing instruction references, and `xrefs` still returns bare source addresses.
+The Ghidra analysis profile versions this incoming-reference coverage. Reopen
+the target without an older snapshot and save a fresh snapshot to acquire it;
+the older snapshot's Evidence bundle remains readable with this facet unavailable.
+
+Compact incoming, outgoing instruction and call-target references preserve the source
+address, operand index, DATA/READ/WRITE classification, primary status, provider
+`provenance`, and reference `source` (for Ghidra: `analysis`, `default`, `imported`
+or `user_defined`). Primary status reports the provider's chosen reference; it
+does not establish literal addressing. Analyzer-inferred indexed targets remain
+static references, not observed runtime reads or writes. Older evidence may omit
+the additive fields, and null or omitted facts mean unavailable rather than false.
+
 Ghidra distinguishes a return using decoded instruction p-code's `RETURN`
 operation. `flow.classification_evidence` preserves the Listing flow type and
 the observed return evidence; mnemonic spelling alone is not the classifier.
@@ -389,6 +410,12 @@ unpaired Unicode surrogate; a rejection identifies the field and UTF-16 index
 and leaves every annotation unchanged. CRLF, supplementary Unicode characters,
 and combining characters are preserved. Windows P0 remains read-only. Ghidra has no
 GUI authority, and REA never falls back automatically to Hopper.
+`set_address_name` and `set_addresses_names` give Ghidra sessions the same
+compact naming results as Hopper: a local function entry renames that function,
+and any other mapped address, such as a global, receives a new or renamed primary
+label. A batch applies each address separately and reports one success boolean
+per address. Use them to name many globals and helpers cheaply; use
+`annotate_native_function` when you also want comments and a refreshed dossier.
 Ghidra name edits preserve the existing namespace. Supply either a leaf name
 such as `renamed` or a fully qualified name in that namespace, such as
 `alpha::renamed`. The returned qualified name can be reused as an idempotent
@@ -51,6 +51,34 @@ format is TOON. The file contains the complete capture Evidence record.
 Choose an output file distinct from the scenario input: shell redirection opens
 and truncates the output before REA reads the scenario.

+While the capture runs, REA writes live status to stderr as one JSON object per
+line. Stdout stays the final Evidence document:
+
+```json
+{
+  "rea_progress": {
+    "phase": "running",
+    "completed": 3,
+    "total": null,
+    "message": "elapsed_ms=1200 frames=1 samples=2 interactions=0",
+    "sequence": 4
+  }
+}
+```
+
+`phase` is the observed lifecycle stage: `prepare`, `running`, `settling`, or
+`cleanup`. `completed` counts collected terminal frames, process samples, and
+interaction events. `total` stays null; REA does not invent a unit total or a
+percentage. `message` reports elapsed time and those counts. The final line uses
+`phase` `cleanup`, sets `terminal` to true, and adds `disposition` (`exited`,
+`timeout`, `idle_timeout`, `cancelled`, or `failed`) plus the owned-process,
+renderer, and temporary-root cleanup states. Updates use the shared progress
+boundary and are limited to one intermediate line per 100 ms; the terminal line
+is always emitted. If a receiver is slow, intermediate observations are merged
+into the latest status, and stale live observations are discarded before final
+cleanup status. Progress never copies child output. Child output remains in the
+capture Evidence on stdout.
+
 For example:

 ```json
@@ -86,6 +114,12 @@ from launch, must be ordered, and must fall within `timeout_ms`. Inputs marked
 Environment overrides are recorded in the scenario commitment; inherited
 values are not copied into Evidence.

+Terminal dimensions must satisfy `columns × (rows + scrollback) ≤ 1,000,000`.
+Every scheduled resize uses the same selected scrollback and must fit this
+working-buffer budget. REA rejects oversized scenarios before launching the
+command; it never clamps the requested dimensions. This limit is independent
+of `limits.output_bytes`, which bounds retained terminal observations.
+
 The capture contains raw PTY output chunks and rendered terminal states,
 interaction dispatch outcomes, exit reason, sampled process-tree observations,
 and settlement status. When filesystem paths are selected, REA records
@@ -147,6 +181,100 @@ run the same owned-process cleanup path. Settlement reports whether the
 sampled process group quiesced or whether cleanup was needed or unverifiable;
 sampling cannot prove that every short-lived or detached descendant was seen.

+### Finalization interval
+
+By default a deadline sends `SIGKILL` at once. Set `finalization_ms` to give the
+target time to finish: when `timeout_ms` or `idle_timeout_ms` fires, REA sends
+`SIGTERM`, keeps capturing output and selected files, and sends `SIGKILL` once
+if the interval ends first. Cancellation is not delayed: it sends `SIGKILL`
+immediately, also during finalization, and ends the run as cancelled.
+
+```json
+{
+  "executable": "node",
+  "arguments": ["./job.mjs"],
+  "filesystem_observation_paths": ["./reports"],
+  "timeout_ms": 30000,
+  "finalization_ms": 1500
+}
+```
+
+REA binds the captured root's first start identity to its ownership token,
+checking the identity before and after reading that token. A missing or
+mismatched token, or an identity change during validation, leaves the identity
+unverified rather than adopting a replacement process. Both finalization
+signals recheck that retained identity immediately before the call; the check
+and signal remain separate operating-system operations. REA does not fall back
+to a bare PID kill for either finalization signal; failed identity or ownership
+validation is recorded as `unverified` with its reason. Cancellation before any
+deadline keeps the existing terminal kill. Descendants are not signalled during
+finalization; owned-process cleanup handles them afterwards.
+
+`exit.reason` keeps the initiating deadline (`timeout` or `idle_timeout`).
+`exit.code` is `null` for every deadline exit; the code of an exit observed
+during finalization is `exit.finalization.exit_code`, and the observed signal
+stays in `exit.signal`. `exit.finalization` records what was observed and is
+absent when no finalization was attempted:
+
+```json
+{
+  "code": null,
+  "signal": 0,
+  "reason": "timeout",
+  "finalization": {
+    "requested_ms": 1500,
+    "elapsed_ms": 12,
+    "exit_code": 0,
+    "signals": [
+      { "signal": "SIGTERM", "sent_at_ms": 0, "delivery": "signaled" }
+    ]
+  }
+}
+```
+
+- `signals` lists each attempt in order: `SIGTERM` first, at most one `SIGKILL`.
+  `sent_at_ms` is the attempt time on a monotonic clock, relative to the start of
+  finalization, also for an attempt that could not be delivered.
+- `delivery` is `signaled` (the identity matched and the signal call returned),
+  `gone` (no live process matched), `identity-changed` (the PID now belongs to a
+  different process, which was not signalled) or `unverified` (the identity could
+  not be established or the call failed). None of them proves the process
+  exited.
+  An `unverified` attempt may carry a `reason` string naming why: an unavailable
+  identity and its reason, an inspection or signal error, or delivery that did
+  not settle within the bound (1000 ms). An attempt recorded `unverified` after
+  that bound can still complete later; it stays identity-checked, and its late
+  result is not added to the record.
+- `elapsed_ms` is when REA observed the exit, relative to the start of
+  finalization, or `null` when no exit was observed. The PTY layer can deliver the
+  exit slightly after the operating system ended the process.
+- `exit_code` is the code the PTY reported when the exit was observed during
+  finalization and was not caused by a signal (`exit.signal` is `0`); a
+  finalizer that exits with `3` records `3`, one that exits cleanly records `0`.
+  It is `null` when no exit was observed or the target ended on a signal, and it
+  is never inferred. A target that exited on its own near the deadline is
+  recorded the same way.
+- The observed signal stays in `exit.signal`; `exit.code` is `null` for every
+  deadline exit. The record does not attribute an exit to a particular signal,
+  and a `SIGKILL` from a scenario event next to the escalation cannot be told
+  apart from it.
+- If the `SIGKILL` cannot be delivered, REA stops waiting for an exit, keeps every
+  observation collected so far with the delivery results, and releases the run
+  through owned-process cleanup.
+- The `SIGKILL` is not sequenced after the `SIGTERM` delivery result: the two
+  deliveries are independent, because cancellation must not wait for a slow
+  identity check.
+
+`timeout_ms + finalization_ms + settle_ms` must stay at or below
+`Number.MAX_SAFE_INTEGER` (9007199254740991), the largest total exactly
+representable as a JavaScript number; the scenario is rejected otherwise. This is
+a representability limit, not a timer limit. The nominal lifecycle budget is that
+sum; polling, snapshotting and cleanup lie outside it. Scenario `events` keep
+being dispatched during finalization and are recorded as usual. `finalization_ms`
+of `0`, the default, keeps today's behaviour and the committed identity of every
+existing scenario. `elapsed_ms` and `sent_at_ms` are timing data and take part in
+exit comparison like `settlement.elapsed_ms`.
+
 Every capture requires `truncation_details`, with separate accounting for:

 - `raw_terminal`: original UTF-8 PTY chunk bytes and observed/retained chunk
@@ -159,6 +287,10 @@ Every capture requires `truncation_details`, with separate accounting for:
  input, so raw omissions also limit rendered coverage.
 - `filesystem_before` and `filesystem_after`: file-count/depth limits,
  enumeration failures, whole-file hash budget and bytes successfully hashed.
+  Directory names are read incrementally within the remaining entry capacity.
+  When a directory exceeds that capacity, the retained subset follows filesystem
+  enumeration order and is then sorted; it is explicitly incomplete and cannot
+  establish that an omitted path is absent.
  Each retained regular file without a digest has an aliased path, size,
  remaining budget and reason: `file_bytes_budget`,
  `file_changed_or_short_read`, or `file_unavailable`. Its `system_code` is
@@ -15,6 +15,52 @@ the original run after a partial publication.
 For a release that needs an independently frozen application checkpoint, use
 the optional manual path below. It retains explicit prepare and publish phases.

+## Contributor-aware release notes
+
+Use [the rea-changelog-update skill](https://github.com/morluto/rea/blob/main/.agents/skills/rea-changelog-update/SKILL.md)
+to turn the bot draft into grouped Highlights, Changes, and Fixes with inline
+`Thanks @...` credit. `npm run release:notes -- inventory` collects the full
+selected Git range and paginated GitHub PR/author/closing-issue metadata;
+`record --summary` produces a compact provenance link for public notes, while
+`record` produces the full record for review. Credit a contribution once even
+when it appears in highlights, details and migrations; omit maintainer
+`@morluto` self-thanks. Keep complete authorship metadata in the inventory
+instead of duplicating a credit ledger in the release body. `check` validates credits
+and optional PR-body equality, and `render` writes the verified release section.
+Run a subcommand without its required options to see its usage. GitHub reads
+require an authenticated `gh`; record/check/render work offline from the saved
+inventory and complete local Git history.
+
+Save a finalized inventory on the release branch at
+`docs/releases/VERSION.contributions.json`. Review unknown identities and
+reverted/backported work explicitly; GitHub metadata does not establish the
+quality of a user-facing claim. Preserve the existing breaking-change section
+and checkpoint checks. The contribution inventory is a reviewed snapshot, not
+a signed attestation; the offline checker verifies local range coverage and
+credit consistency, not GitHub's authorship independently.
+
+Before editing the live PR, add `rea:release-notes-finalized` to prevent ordinary
+main-push proposals from overwriting the editorial notes. Wait for any already
+running proposal to finish. The guard applies to main-push automation; do not
+run manual checkpoint preparation over finalized notes. Remove the label to
+resume bot regeneration. The label does not freeze the base branch: new base
+commits require re-inventorying and re-reviewing the notes.
+
+Update both the release branch's `CHANGELOG.md` and the PR body, preserving
+Release Please's surrounding metadata. Before creating a release, the workflow
+checks an inventory when present, requires its target to equal the reviewed
+merge's first parent, and compares the freshly fetched PR body to the changelog.
+It rejects changes outside the release metadata paths and stale credit records
+before any tag or publication. Review the diffs within allowed metadata paths
+as well, especially package dependencies and scripts. Existing candidates without inventories retain their current
+checks. Merging still starts publication; a notes edit does not authorize a
+merge or release by itself.
+
+The checker supports inline Release Please PR bodies up to GitHub's 65,536
+character limit, including the surrounding header/footer. Overflow-link PR
+bodies need a separate integration and fail explicitly; credits are never
+silently truncated.
+
 ## 1. Select a source for a manual checkpoint

 Use the next minor version proposed by Release Please, including releases with
@@ -23,6 +23,11 @@ cases. Share setup without hiding inputs or expected evidence. For successful
 `.ok` assertion adds no coverage. Protocol fixtures must reject unmodeled
 commands and preserve actual producer reply shapes.

+Stateless source-analysis matrices may share a file-owned stdio MCP connection
+and retain representative compiled CLI parity checks. Every distinct source
+scenario still runs through the public workflow; session-lifecycle scenarios
+need their own sessions and cleanup assertions.
+
 Report unavailable authority as a named skip. Await owned cleanup before a
 verifier reports success. Native process inspectors are released at Vitest
 worker teardown; fork termination does not run Node exit hooks, and per-file
@@ -99,18 +104,171 @@ result that its client offloads, and Pi exercises default codemode execution.
 Use `REA_VERIFY_RUNTIME_ROOT` to select a production-only installed REA package.
 Receipts retain client versions, result digests, host coverage and owned-process
 cleanup. These POSIX lanes use a deterministic loopback model, so they do not
-prove live model-provider or native Windows compatibility. Qwen and Pi use
-caller-configured skill directories to isolate the fixture account from the OS
-home; this does not prove their default home-directory discovery.
+prove live model-provider or native Windows compatibility. Qwen, Pi and Hermes
+bind both `HOME` and `USERPROFILE` to the disposable account. Qwen and Pi discover
+the shared personal skill through their default search paths without an explicit
+skill setting; Hermes discovers it through the selected `HERMES_HOME`.
 Set `REA_VERIFY_HERMES_STICKY_PROFILE=1` to exercise native Hermes selection of
 a named sticky profile with `HERMES_HOME` still pointing to its root.

+`verify:gemini-client` requires an installed Gemini CLI (verified with
+`@google/gemini-cli@0.63.0`); select it with `REA_VERIFY_GEMINI_COMMAND`.
+The optional POSIX lane uses native `GEMINI_CLI_HOME` discovery in an isolated
+Git project, checks setup plans, backups and idempotence, activates the installed
+personal skill, validates all forwarded input JSON Schemas against their declared
+dialect, forwards the complete REA catalog and checks full JavaScript
+Evidence for a Unicode path. Use `-- chat` for ordinary chat with REA enabled,
+or `REA_VERIFY_RUNTIME_ROOT` for a production-only installed REA package.
+The local fixture exercises the real Gemini API adapter, including its
+`untrusted_context` tool-result envelope. Token counts are synthetic; live
+Google API and native Windows compatibility remain unverified. The lane disables
+the client's memory-based relaunch to preserve the caller's Node heap budget.
+
+`verify:opencode-client` requires an installed OpenCode (verified with
+`opencode-ai@1.18.35`); select it with `REA_VERIFY_OPENCODE_COMMAND`.
+The optional POSIX lane configures isolated XDG roots and `OPENCODE_CONFIG_DIR`,
+checks setup plans, backups, preserved JSONC comments and idempotence, activates
+the installed skill, validates all forwarded input schemas and verifies complete
+JavaScript Evidence for a Unicode path. JSONC is the default fixture; set
+`REA_VERIFY_OPENCODE_CONFIG_FORMAT=json` for JSON. Use `-- chat` for ordinary
+chat or `REA_VERIFY_RUNTIME_ROOT` for a production-only installed package.
+The native core runs with external plugins disabled through `OPENCODE_PURE`;
+the local OpenAI-compatible fixture has a caller-declared one-million-token
+context and synthetic usage. Skills use an explicit isolated `skills.paths`
+directory, so default OS-home discovery remains unverified. Live model APIs and
+native Windows are also unverified.
+
+`verify:claude-client` requires installed Claude Code (verified with
+`@anthropic-ai/claude-code@2.1.296`); select it with `REA_VERIFY_CLAUDE_COMMAND`.
+The optional POSIX lane uses native `CLAUDE_CONFIG_DIR` discovery, an independent
+Git workspace, user settings and default built-in tools. It preserves caller
+preferences and backups, checks idempotent setup, waits through the native
+`WaitForMcpServers` tool when discovery is pending, and validates the complete
+catalog and forwarded input schemas. Call mode loads the personal skill through
+native `Skill`, checks its full body and verifies named-schema JavaScript Evidence
+for a Unicode path. Use `-- chat` for ordinary chat with REA enabled, or
+`REA_VERIFY_RUNTIME_ROOT` for a production-only installed package. The local
+Anthropic Messages/SSE fixture preserves native resource-hint envelopes in its
+request artifacts. Usage is synthetic; live Anthropic API, native Windows and
+bare-mode personal-skill activation remain unverified by this lane.
+
+`verify:copilot-client` requires installed GitHub Copilot CLI (verified with
+`@github/copilot@1.0.95`); select it with `REA_VERIFY_COPILOT_COMMAND`.
+The optional POSIX lane uses native `COPILOT_HOME` discovery, an independent
+Git workspace, guarded setup plans, preserved registrations, backups and
+idempotence. Native `skill add` registers the isolated installed skill; call
+mode loads its full body, validates all forwarded input schemas and checks
+named-schema JavaScript Evidence for a Unicode path. When Copilot spills a
+large MCP result, the model requests native `view` with `forceReadLargeFiles`
+and validates the complete returned Evidence rather than its preview.
+Use `-- chat` for ordinary
+chat or `REA_VERIFY_RUNTIME_ROOT` for a production-only installed package.
+The native offline BYOK adapter uses a loopback OpenAI completions/SSE fixture
+and `gpt-5.4` model metadata; model inference and token usage are synthetic.
+Set `REA_VERIFY_COPILOT_MODEL` to examine another client model ID and
+`REA_VERIFY_COPILOT_WIRE_MODEL` for its backend model name (defaults to the client
+ID). Every actual HTTP request's model is checked and recorded separately.
+Both `HOME` and `USERPROFILE` point to the disposable account; native `skill add`
+still selects the installed skill directory explicitly.
+
+The same native client passed full-profile chat and analysis with the actual
+wire model `gpt-4.1` under a distinct BYOK model ID:
+
+```bash
+REA_VERIFY_COPILOT_MODEL=rea-gpt-4.1 REA_VERIFY_COPILOT_WIRE_MODEL=gpt-4.1 npm run verify:copilot-client -- chat
+REA_VERIFY_COPILOT_MODEL=rea-gpt-4.1 REA_VERIFY_COPILOT_WIRE_MODEL=gpt-4.1 npm run verify:copilot-client -- call
+```
+
+These runs retain full canonical input/output schemas, all tools, installed-skill
+loading and complete Evidence readback. They use the fixture's requested
+one-million-token BYOK prompt setting; effective capacity and live API acceptance
+remain unknown. With the built-in `gpt-4.1` model ID, the verified client still
+blocks the full input-schema profile before HTTP with
+`compaction_static_context_blocked`, even when requesting a larger BYOK prompt
+capacity. The effective capacity is unknown. The default verifier preserves
+the complete catalog and full schemas. To verify the existing compact profile:
+
+```bash
+REA_VERIFY_COPILOT_MODEL=gpt-4.1 REA_VERIFY_COPILOT_SCHEMA_PROFILE=compact npm run verify:copilot-client -- chat
+REA_VERIFY_COPILOT_MODEL=gpt-4.1 REA_VERIFY_COPILOT_SCHEMA_PROFILE=compact npm run verify:copilot-client -- call
+```
+
+Both native workflows passed with the complete tool inventory. The verifier selects the
+profile only in its disposable Copilot registration and records it in the
+receipt. Compact advertisements can reduce nested validation structure; the
+server still validates complete canonical inputs. This is a tested alternate
+workflow, not a fix for the full-profile client/model limit tracked in #1554.
+Live model APIs, native Windows and default OS-home skill discovery remain
+unverified.
+
+`verify:grok-client` requires installed Grok Build (verified with the official
+Linux x64 1.0.50 binary); select it with `REA_VERIFY_GROK_COMMAND`. This optional
+POSIX lane isolates `GROK_HOME`, an independent Git workspace and additional
+skill roots, disables foreign configuration discovery, guards setup writes,
+preserves unrelated registrations/backups and checks idempotence. Call mode
+loads the full skill through native `read_file`, queries all REA names and input
+schemas through native `search_tool`, and calls analysis through `use_tool`.
+If discovery reports `partial`, the native agent diagnoses REA registration and
+retries discovery. No startup-timeout override or fixed readiness delay is used.
+A larger Unicode-path fixture exercises native result offloading: the full
+retained Evidence is validated against its named schema, then native terminal
+queries recover the selected export facts, subject and full artifact digest in
+the next model request. This verifies useful artifact recovery without claiming
+that every offloaded graph fact enters model context. Native line-number and
+truncation envelopes remain in the request artifacts. Use `-- chat` for ordinary
+chat, or `REA_VERIFY_RUNTIME_ROOT` for a production-only installed package.
+The loopback OpenAI completions/SSE custom model declares a one-million-token
+context and synthetic usage. Live xAI APIs, native Windows and default OS-home
+skill discovery remain unverified.
+
+`verify:commandcode-client` requires installed Command Code (verified with npm
+1.79.2); select it with `REA_VERIFY_COMMANDCODE_COMMAND`. Auth, MCP tokens and
+sessions use the actual OS home, so provision a disposable POSIX account rather
+than overriding `HOME`. Set `REA_VERIFY_COMMANDCODE_ACCOUNT_HOME` to that account's
+actual home and create `.rea-client-verification` there with exactly
+`Disposable REA client verification account` followed by a newline. The lane
+owns that account's `.commandcode` configuration and shared REA skill. Build the
+runtime as the checkout owner, then run `node scripts/verify-commandcode-client.mjs`
+as the disposable account; the npm shortcut also needs a writable checkout.
+The verifier does not create accounts or install clients. It guards setup
+targets, preserves an unrelated registration and backups, checks idempotence,
+and verifies native default shared-skill discovery and complete activation.
+Default deferred-schema delivery stays enabled: the native prompt advertises
+every REA tool, exact-name `search_tools` returns every input schema, and a native
+shell query recovers the saved catalog's count and digest when the client spills
+it. Actual analysis of a Unicode-path fixture delivers full named-schema Evidence
+to the next model request. Use `-- chat` for ordinary chat or
+`REA_VERIFY_RUNTIME_ROOT` for a production-only installed package. The loopback
+OpenAI completions/SSE model is a keyless BYOK endpoint declaring a million-token
+context with synthetic usage. A synthetic account-key value satisfies the
+client's print-mode gate; native local-only mode refuses hosted API calls.
+Updates, telemetry and cron are disabled. Hosted authentication, live models
+and Windows remain unverified.
+
+`verify:omp-client` requires installed OMP (verified with the official Linux x64
+18.8.7 binary); select it with `REA_VERIFY_OMP_COMMAND`. This optional POSIX lane
+isolates the default agent, global config and XDG roots, guards setup targets,
+preserves unrelated registrations and backups, and checks idempotence. It
+compares native rejection of an invalid profile with REA's refusal to plan
+fallback writes. OMP's default `xd://` interface mounts the complete REA catalog
+as devices: call mode reads the complete installed skill and tool documentation,
+then dispatches analysis through native `write`. It checks full named-schema
+JavaScript Evidence with a Unicode path in the next model request. Device
+metadata and documentation are distinct from forwarding all JSON schemas as
+model functions. Native print-mode MCP readiness uses its defaults.
+Use `-- chat` for ordinary chat or `REA_VERIFY_RUNTIME_ROOT` for a production-only
+installed package. The loopback OpenAI completions/SSE model fixture declares a
+one-million-token context and synthetic usage. Live model APIs, native Windows,
+named-profile native execution and default OS-home skill discovery are
+unverified; skill discovery uses an explicit isolated custom directory.
+
 `verify:deepseek-client` requires an installed DeepSeek Harness (`dsh`;
 verified with `@deepseek-ai/dsh@0.2.0-rc.2`) and Git. Set
 `REA_VERIFY_DEEPSEEK_COMMAND` to select its executable. This optional POSIX lane
 installs the skill through `rea setup --skill`, writes the native Cordis MCP
-patch into an isolated `DSH_HOME`, and uses `DSH_AGENTS_HOME` for native personal
-skill discovery. A separate Git root prevents inherited project skills from
+patch into an isolated `DSH_HOME`, and binds `HOME` and `USERPROFILE` to the
+disposable account. The native default `~/.agents/skills` search path discovers
+the installed skill without a `DSH_AGENTS_HOME` override. A separate Git root prevents inherited project skills from
 masking a missing installation. The default `call` mode checks skill loading,
 complete catalog discovery, the actual forwarded input schemas and regexes,
 and full JavaScript Evidence for a Unicode path. Use `-- chat` for ordinary
@@ -238,6 +396,12 @@ regressions until a real fixture establishes equivalent coverage.

 `verify:browser` exercises source-map failure isolation and expanded-output limits through the compiled CLI and stdio MCP with real Chrome. It also submits five 2 MiB source-map annotations, checks retained script identities and explicit map omissions, and closes its owned fixture target. Replacement and document-reset behavior has separate producer-boundary coverage.

+The raw Chrome fixture launchers use `--password-store=basic` so Linux startup
+does not wait for an unlock prompt from a reachable but locked desktop keyring.
+Such a stall leaves the initial page unloaded with empty or placeholder CDP URLs;
+it does not establish permission to capture that page. See
+[the keyring diagnosis](https://github.com/morluto/rea/issues/1384#issuecomment-6093781686).
+
 `verify:browser` also captures a source-owned noise canvas as a real PNG above
 8 MiB through the CLI and stdio MCP, with complete byte/digest parity and real PNG
 decoding. Its SDK client explicitly permits the larger inline JSON response;
@@ -291,14 +455,15 @@ installation (`application.java.min` through `application.java.max`). Current
 12.1 releases require JDK 21 or newer and set no maximum. The lanes below still
 prove behavior on the verified Ghidra 12.1.4 and JDK 21 build.

-| Ghidra lane                                | Supported runner/target                                                            | Additional local tools                                              |
-| ------------------------------------------ | ---------------------------------------------------------------------------------- | ------------------------------------------------------------------- |
-| `npm run verify:ghidra`                    | Linux x64/arm64 ELF or macOS x64/arm64 Mach-O                                      | Host C compiler, Ghidra 12.1.4, and full JDK 21                     |
-| `npm run verify:ghidra:swift`              | macOS x64/arm64 Mach-O                                                             | Host Swift compiler, Ghidra 12.1.4, and full JDK 21                 |
-| `npm run verify:ghidra:switch`             | Linux x64 ELF; GCC/Clang optimized and stripped switch fixtures                    | GCC, Clang, GNU nm/objdump/strip, Ghidra 12.1.4, and full JDK 21    |
-| `npm run verify:ghidra:aarch64-jump-table` | Any supported Ghidra host; AArch64 ELF; byte/halfword tables; host ARM64 Mach-O    | Clang with AArch64 target support, Ghidra 12.1.4, and full JDK 21   |
-| `npm run verify:ghidra:cross-format`       | Any supported Ghidra host; also analyzes AArch64 ELF, x86-64 PE, and x86-64 Mach-O | `clang`, LLD, and `lld-link` in addition to host-lane prerequisites |
-| `npm run verify:ghidra:windows`            | Controlled Windows x64 with native x86-64 PE; `-- --x86` selects native x86 PE     | Ghidra 12.1.4, full JDK 21, and the matching native artifact        |
+| Ghidra lane                                | Supported runner/target                                                                         | Additional local tools                                              |
+| ------------------------------------------ | ----------------------------------------------------------------------------------------------- | ------------------------------------------------------------------- |
+| `npm run verify:ghidra`                    | Linux x64/arm64 ELF or macOS x64/arm64 Mach-O                                                   | Host C compiler, Ghidra 12.1.4, and full JDK 21                     |
+| `npm run verify:ghidra:seeds`              | POSIX host; source-owned 32-bit x86 raw fixture; function order and BSS labels                  | Ghidra 12.1.4 and full JDK 21                                       |
+| `npm run verify:ghidra:swift`              | macOS x64/arm64 Mach-O                                                                          | Host Swift compiler, Ghidra 12.1.4, and full JDK 21                 |
+| `npm run verify:ghidra:switch`             | Linux x64 ELF; GCC/Clang optimized and stripped switch fixtures                                 | GCC, Clang, GNU nm/objdump/strip, Ghidra 12.1.4, and full JDK 21    |
+| `npm run verify:ghidra:aarch64-jump-table` | Any supported Ghidra host; AArch64 ELF; signed/unsigned byte/halfword tables; host ARM64 Mach-O | Clang with AArch64 target support, Ghidra 12.1.4, and full JDK 21   |
+| `npm run verify:ghidra:cross-format`       | Any supported Ghidra host; also analyzes AArch64 ELF, x86-64 PE, and x86-64 Mach-O              | `clang`, LLD, and `lld-link` in addition to host-lane prerequisites |
+| `npm run verify:ghidra:windows`            | Controlled Windows x64 with native x86-64 PE; `-- --x86` selects native x86 PE                  | Ghidra 12.1.4, full JDK 21, and the matching native artifact        |

 The optional Swift lane compiles a source-owned fixture and checks modern and
 provider-demangled procedure names through real stdio MCP, with and without the
@@ -313,8 +478,17 @@ native decompiler. The namespace verifier reports missing or non-executable
 components before testing the fixture. REA does not build or install them.

 Windows native conformance runs with `npm run verify:windows-native` and does
-not require Ghidra or Java. An optional independently compiled Windows fixture
+not require Ghidra or Java. It includes Job Object commit-limit controls (a
+limited child that reaches the limit, a control that does not, and invalid
+limit rejection). An optional independently compiled Windows fixture
 adds in-place reparse, breakaway, environment, and token observations.
+The separate `scripts/verify-windows-native-inspection.mjs` lane uses the
+`.cache/windows-native-inspection-fixture` artifact built on Linux with
+`node scripts/build-windows-native.mjs --inspection-fixture`. Its controlled
+first deletion failure checks retained NTFS ownership, later-query recovery,
+successful-admission caching, and environment-teardown cleanup. It neither
+establishes the cause of the intermittent #1701 host failure nor replaces
+verification with the shipped production artifact.
 `npm run verify:ghidra:windows:package` additionally packs and installs REA into
 an isolated prefix and runs ordinary-user CLI/MCP operations against their
 canonical schemas. Run the controlled fixture generator before that lane, or
@@ -437,17 +611,100 @@ kept under ignored `_reference/`. No Gradle build, Android SDK, emulator or
 application execution is required. The lane compares real CLI/MCP package,
 class search, class inventory, method decompilation and incoming references.
 See [Android analysis](android-analysis.md) for boundaries and resource budgets.
+
+`verify:jeb` requires a caller-started JEB client serving MCP at
+`REA_JEB_MCP_URL` (default `http://127.0.0.1:8425/mcp`) with a project
+already open, and verifies real CLI client inspection, unit listing coverage,
+and method decompilation. The script records the engine's exact response to
+`open_jeb_project`; JEB 5.48.0 headless instances do not advertise that tool.
+REA does not install or launch JEB; see [JEB analysis](jeb-analysis.md) for
+the bring-your-own boundary. Verified against JEB 5.48.0 serving
+`jeb-mcp-server` 1.3.0 at four scales: a compiled Java class fixture, a
+locally built signed probe APK with a launcher activity (manifest, v1/v2/v3
+certificates, dex bytecode, filtered and paginated listing), the published
+Signal 8.30.3 universal release APK (109 MB, R8-processed Kotlin/Compose,
+four signature schemes, native arm64 ELF units) with MainActivity method
+decompilation through both CLI and MCP, and the official Flutter Gallery
+2.9.2 release APK (112 MB): per-ABI `libapp.so` Dart AOT snapshot images
+analyzed as native code (75k methods on arm64) and decompiled through both
+CLI and MCP with explicit unit selection, plus the thin Java wrapper and
+decoded manifest. The dedicated Dart snapshot processor and `run_script`
+remain GUI-only surfaces in JEB 5.48.0 headless.
 Authenticated IPA and macOS application inventory projection is documented in
 [Apple application analysis](apple-application-analysis.md).

+`npm run verify:harmony` requires no SDK or engine. It projects the pinned
+harmony-next-pipeline 1.0.1 release HAP from an MIT-licensed source repository,
+fetched by `npm run fixtures:harmony` into ignored
+`_reference/harmony-integration/`, set as `REA_HARMONY_TEST_HAP`.
+The lane exercises `inspect_artifact`, projection determinism, Stage-model
+path hints, exact component sets, signing-entry limitations, and CLI/MCP parity.
+The release artifact has no independently established compiler/SDK or
+reproducible source build; the default lane does not verify an installed package.
+See [HarmonyOS package inventory](harmony-analysis.md) for those proof boundaries.
+HarmonyOS `.har` libraries are deliberately not suffix-classified because
+`.har` also names HTTP Archive JSON.
+
 Synthetic producer regressions run independently:

 ```sh
 npm run test:focused -- tests/boundary/process/jadxIntegration.test.ts tests/boundary/process/androidAnalysisMcp.test.ts
 ```

+## Apktool resource decoding
+
+`npm run verify:apktool -- --apk PATH` exercises both Apktool operations
+against a real launcher (`REA_APKTOOL_COMMAND` or PATH) and one APK. No
+download or build step is involved. Record: apktool 2.7.0-dirty (Debian
+packaging) on Linux with OpenJDK 25, against a signed aapt2-built probe APK
+carrying two resource locales — launcher version, on-disk digest agreement
+with the reported target identity, apktool.yml metadata projection
+(1.2.3, SDK 24–34), manifest package agreement, and both the default and
+`de` string tables projected through the locale option. Parser goldens in
+`src/apktool/ApktoolDecodeOutput.test.ts` come from the same decode. See
+[Apktool resource analysis](apktool-resource-analysis.md) for boundaries and
+budgets.
+
+## ADB device acquisition
+
+`npm run verify:adb` exercises every ADB operation against a live device or
+emulator through the caller's adb binary (`REA_ADB_PATH` or PATH). No SDK
+installation or emulator management is involved; the device-mutating tools
+run only in the explicit lifecycle section (`--install-apk` drives a
+lane-owned install → resolve → start → observe → force-stop → uninstall
+probe). `--pull` acquires a real package and re-digests the pulled files on
+disk against the returned SHA-256 values; `--serial` selects a device when
+several are attached.
+
+Record: adb 34.0.5-debian on Linux against an Android 14 (API 34) x86_64
+emulator. The lane covered the complete observation surface — 337-process
+listing, 287 binder services including AIDL `/`-suffixed names, 92 features
+including hex GL versions, display size/density, window focus (legitimately
+null on headless devices), `settings get global adb_enabled`, bounded
+logcat, directory listings — plus a real two-APK split set
+(`base.apk` plus `split_probe.apk`, built and installed through
+`install-multiple`) pulled with byte-exact digests, a push/pull roundtrip
+verified by the device's own sha256sum, a 1.3 MB screen capture with PNG
+dimensions, `dumpsys package` projection, and the full lifecycle: unique
+resolution before launch, launcher-activity start through
+`cmd package resolve-activity` with `am start -W`, the started app visible
+in the process listing, force-stop, uninstall, and zero matches after
+removal. System-package pulls whose APKs keep non-`base.apk` names report
+the `unknown` role with the file-name basis, verified with
+`com.android.settings` (single 73.9 MB APK). Parser goldens for
+`adb devices -l`, `getprop`, `pm list packages -f`, and `pm path` come from
+the same device. See [ADB device analysis](adb-device-analysis.md) for
+boundaries and budgets.
+
 ## Optional NativeAOT Ghidra analysis

+The source parser lane is independent of the optional annotation JAR. Its
+synthetic RTR 9.1 PE golden checks captured-byte digest admission, rehydration
+into an immutable parser overlay, MethodTable/slot relationships, and frozen
+literal extraction; provider tests exercise `inspect_native_load_image` and
+address-based `inspect_native_data_type` with the database result still
+unavailable. These tests do not establish Windows Ghidra host behavior.
+
 This lane is separate from the default native lane. `build:fixtures:nativeaot`
 requires an existing .NET SDK 8.0.416, the platform NativeAOT compiler/linker and
 runtime pack 8.0.22. It builds benign sources into ignored `_reference/` and
@@ -503,9 +760,15 @@ entries, external callees, target switches, cancellation draining, snapshot
 replay exclusion, ownership failures, and incomplete cleanup. They do not
 establish real IDA operation. The initial real workflows cover legacy upstream
 1.4.0 on a Windows GUI and the modern supervisor at upstream commit
-`c133c3853faa111a9b00ee615c013b720d0c4acd` with Windows x64 IDA 9.3.
-Linux/macOS headless, modern attached GUI tools, other engine versions and
-architectures remain unverified; see the [provider guide](ida-provider.md).
+`c133c3853faa111a9b00ee615c013b720d0c4acd` with Windows x64 IDA 9.3, and the
+headless profile on macOS arm64 with IDA Professional 9.1 (build 9.1.250226)
+at the same upstream commit, using `tests/conformance/ida/inventory.c` built
+with `clang -O0 -arch arm64` and the procedure `_rea_fixture_add` (Mach-O C
+symbols carry a leading underscore). Before the headless session waited out
+the transient `busy` health a worker can report right after opening, that lane
+failed intermittently on that host. Linux headless, modern attached GUI tools,
+other engine versions and architectures remain unverified; see the
+[provider guide](ida-provider.md).

 ## DOS Ghidra analysis

@@ -548,12 +811,37 @@ Pull requests that change only root `README*.md` files, `docs/`, `AGENTS.md`,
 or `CONTRIBUTING.md` run formatting and generated-document validation without
 the source-test shards or native package lanes. Classification compares the PR
 head with its merge base, so later base-branch changes do not expand that scope.
-The required static and coverage aggregate jobs remain present and fail if
-classification fails. Mixed changes, unknown paths and CI configuration changes
-retain full checks. Main pushes retain the full baseline, including after
-documentation merges; newer commits cancel superseded CI for the same PR or
-main branch. Release publication has its own concurrency group and retains its
-package verification and public-registry canary.
+Static and coverage aggregate jobs remain present and fail if classification
+fails. Every code change retains the complete four-shard Linux suite; individual
+test files are not selected by imports or filenames.
+
+`scripts/ci/plan.mjs` selects lanes using the ownership table in
+`scripts/ci/scopes.mjs`. Provider implementation changes run their real-provider
+verifiers and the Linux x64 installed-package/Inspector baseline. Test-only
+changes run the Linux suite without native package verification. Website changes
+run website checks. Provider workflow changes validate the workflow and run that provider's verifier.
+Manual-provider/Android workflow changes run workflow validation only.
+Shared process/contract/CLI boundaries, dependencies, packaging inputs, unknown
+paths, and changes to the planner select the full baseline. Package script-only
+edits select their owning verifier when its entrypoint is identifiable; unknown
+or shared script changes select everything. Android build-script edits retain
+the Linux suite and workflow validation; real Android verification stays manual.
+Renames account for both paths.
+
+Main pushes and manual dispatch retain the full baseline, including all portable
+provider lanes and the native matrix below. A `ci:full` PR label selects the full
+baseline on the next PR run; manual dispatch can request it immediately. Each
+classification job records its selection and broad-fallback reasons in the run
+summary. Representative Git-diff cases live in
+`tests/boundary/filesystem/ciChangeScope.test.ts`.
+
+`CI required` checks classification and every selected lane, rejecting failed,
+cancelled, or unexpectedly skipped work. Existing required check names are
+preserved; changing branch protection to require the new aggregate is a separate
+repository-settings operation. Newer commits cancel superseded CI for the same
+PR or main branch. Release publication has its own concurrency group and retains
+its package verification and public-registry canary. Licensed/self-hosted
+provider workflows and the Android smoke test retain their explicit triggers.

 CI exercises the pinned Node.js runtime on native hosted runners:

@@ -567,17 +855,74 @@ CI exercises the pinned Node.js runtime on native hosted runners:

 Package lanes assert the actual Node platform/architecture before verification
 and record those values with the Node version. The four-host package matrix
-runs at most two jobs concurrently with explicit timeouts and Node heap/thread
-limits; Windows retains its curated capability lane. Package checks cover
-installation, CLI/MCP discovery, target-free
-analysis, configuration backups/recovery, Evidence and owned lifecycle; Inspector
-checks execute source-owned loopback targets and special filename cases.
+runs up to four jobs concurrently on independent hosted runners with explicit
+timeouts and per-runner Node heap/thread limits; Windows retains its curated
+capability lane. Package checks cover installation, CLI/MCP discovery,
+target-free analysis, configuration backups/recovery, Evidence and owned
+lifecycle; Inspector checks execute source-owned loopback targets and special
+filename cases.
+
+POSIX package verification resolves the runner's configured npm cache before
+creating disposable client homes and passes that location to its child installs.
+This reuses the download cache restored by `setup-node` while keeping client
+configuration isolated. Installs retain their existing registry and integrity
+checks.
+
+The Apple artifact CLI/MCP lane uses one `macos-15` job to avoid adding demand
+for scarce macOS runner capacity. It runs the artifact-format and metadata
+verifiers, followed by one consolidated focused invocation containing all
+existing native and process-boundary regression paths.
+
+The Linux source-test shards download a shared runtime and generated test
+metadata snapshot produced by the build job with `npm run test:prepare`. The
+snapshot includes `dist/`, generated skills, the MCP tool catalog, product
+catalog, and managed-conformance metadata. Each shard still installs the locked
+dependencies and runs its assigned coverage-enabled tests; it no longer
+regenerates the same metadata independently.
+
+The build job also retrieves the merged timing report from the last successful
+default-branch push and includes that same report in each shard's snapshot.
+CI assigns discovered files by historical duration, with a deterministic
+fallback weight for new files, rather than dividing only by file count. Every
+discovered file still belongs to exactly one shard; worker limits, project
+ordering, coverage instrumentation, and aggregate thresholds remain unchanged.
+Missing or unusable history falls back to Vitest's default assignment. Only
+timing data is reused; persistent compile caches remain disabled.

 These native baseline checks complement the Linux source-test shards and the
 separate Apple-artifact and real-provider lanes. Actual Hopper, Ghidra, IDA,
 browser and managed-tool claims require their corresponding verification lanes.
 Runner labels follow the [GitHub hosted-runner reference](https://docs.github.com/en/actions/reference/runners/github-hosted-runners).

+### Termux Android browser smoke test
+
+The **Real Termux browser verification** workflow is manual-only while its
+emulator setup is being validated. After the workflow reaches the default
+branch, select a revision under **Actions → Real Termux browser verification →
+Run workflow**. It boots an Android 11 (API 30) x86_64 emulator, installs the
+checksum-verified Termux 0.118.3 APK, and lets the app initialize its bootstrap.
+The host stages the selected revision using `git archive HEAD`; no workstation
+build outputs or dependencies are copied into Android.
+
+`scripts/verify/termux/emulator.sh` sends a `RUN_COMMAND` intent to Termux's app
+service. Root access is limited to staging files, sending the intent, and reading
+diagnostics; installation, compilation, Node, and Chromium run as Termux's app
+UID. The in-app script installs Termux's Android-linked Node distribution,
+checks its version against `.nvmrc`, pins npm from `packageManager`, runs
+`npm ci`, and builds with `build:termux`. Termux repository packages, including
+Chromium, are resolved at run time; their installed versions are logged.
+
+The verifier leaves Playwright's cache environment overrides unset, requires
+a healthy public MCP doctor result, and captures URL plus DOM from a loopback
+HTTP fixture through `capture-browser-scenario`. It checks completed steps,
+the exact URL, a DOM marker, and reported browser cleanup. This lane covers one
+Android emulator and Termux combination, not physical ARM devices, Electron,
+or the complete desktop browser suite. A workflow definition alone does not
+establish passing Android coverage; inspect its execution receipt.
+
+The `termux-browser-diagnostics` artifact retains the Termux command log, exit
+status, and Android logcat on success or failure. The emulator is disposable.
+
 ## Developer commands

 Use source feedback while editing, explicit boundary checks for the changed
@@ -589,7 +934,7 @@ behavior, and complete CI evidence before merging.
 | `npm run test:focused -- PATH...` | Exact existing test files; compiled boundaries build first, and unmatched paths fail                                    |
 | `npm run test:changed`            | Source tests affected since the merge base with `origin/main`, including committed and dirty changes                    |
 | `npm run test:fast`               | All domain, service, adapter, composition, conformance, and evaluation tests without build                              |
-| `npm run test:boundary`           | Boundary, MCP boundary, process boundary, and process-global projects                                                   |
+| `npm run test:boundary`           | Boundary, CLI boundary, MCP boundary, process boundary, and process-global projects                                     |
 | `npm run test:mcp`                | MCP boundary project                                                                                                    |
 | `npm run test:acceptance`         | Complete compiled CLI and MCP acceptance workflows                                                                      |
 | `npm run test:watch`              | Dirty source tests in watch mode, without build                                                                         |
@@ -619,6 +964,11 @@ it or select another revision.

 Source typechecking needs no compiled runtime or generated test metadata.
 `npm run build:cached` compiles the CLI/MCP runtime and its packaged skill.
+Turbo's strict task environment preserves caller-selected `GOMAXPROCS`,
+`GOMEMLIMIT`, and `UV_THREADPOOL_SIZE` for resource-constrained builds and
+checks. These execution controls do not change artifact content, so changing
+their values retains cache reuse. They control individual runtimes; monitor
+the complete process family separately when enforcing a total memory budget.
 `npm run test:prepare` also generates the MCP contract test catalog, product
 catalog, and portable managed evidence used by the complete suite. Focused
 tests prepare those extra outputs only when their selected files consume them.
@@ -645,16 +995,44 @@ provider evidence.
 Vitest projects use up to two workers, bounded by host parallelism.
 `process-boundary` runs later with serial files because process-tree sampling
 shares host resources. Acceptance and process-global cases use isolated forks
-without serial scheduling. Pure domain/service and MCP boundary projects share
-immutable module graphs; each MCP session still owns its resources. Other
-projects retain per-file isolation. See `vitest.config.ts` for current settings.
+without serial scheduling. Pure domain/service, composition, conformance,
+evaluation, CLI boundary, and MCP boundary projects share module graphs. Their
+tests avoid process-global state and keep resource cleanup test-scoped. Each
+MCP session still owns its resources, and CLI cases retain fresh command
+instances or subprocesses. CLI module mocks belong in `tests/process-global/`
+so they keep per-file isolation. Product catalog verification stays with the
+isolated filesystem boundary tests because it loads both source and compiled
+module graphs. Adapter, other boundary, acceptance, and process-global projects
+retain per-file isolation. See `vitest.config.ts` for current settings.
+
+The reused CLI boundary workers cap V8 old space at 384 MiB, based on their
+profiled allocation and cleanup behavior. This encourages collection between
+files; spawned REA processes retain their own heap settings.
+
+Vitest worker limits do not bound subprocesses launched within a test. Bound
+those batches separately so repeated CLI validation cannot oversubscribe the
+runner. Preserve simultaneous launches where concurrency is itself under test.

 Build/documentation writers hold checkout-local output locks. Tests do not
 hold a broad command lock; `check:pr` finishes tests before document validation.

-Vitest and Node persistent compile caches are deliberately not enabled by
-default. To evaluate repeated local runs, opt in for both cold and warm
-measurements with an isolated cache:
+Vitest's persistent compile cache remains disabled. The `cliTest` fixture shares
+a temporary Node compile cache among its fresh CLI subprocesses. The worker
+removes it after test-scoped processes finish. Explicit child environment
+settings take precedence; children requesting `NODE_V8_COVERAGE` do not receive
+the fixture cache. These subprocesses are outside aggregate Vitest coverage;
+subprocess coverage attachment remains disabled. Cold-start import checks launch
+independently without this fixture cache.
+
+The Apple artifact verifier step shares a job-temporary bytecode cache among
+its fresh CLI/MCP children via `REA_ARTIFACT_NODE_COMPILE_CACHE`. The artifact
+helper maps this setting to child `NODE_COMPILE_CACHE`; npm, Turbo, and nested
+Vitest runs do not inherit that setting. Explicit `NODE_COMPILE_CACHE` takes
+precedence, and coverage collection or `NODE_DISABLE_COMPILE_CACHE=1` disables
+the helper's cache. The cache is discarded with the CI job.
+
+To evaluate persistent compile caching for repeated local runs, opt in for both
+cold and warm measurements with an isolated cache:

 ```bash
 NODE_COMPILE_CACHE=.cache/node-compile npm test
@@ -677,6 +1055,19 @@ summary. Static checks, documentation, build, package verification, and
 real-system lanes remain separate jobs so one kind of evidence cannot stand in
 for another.

+The build job saves portable Turbo outputs across runs. Eight Linux real-system
+lanes restore this cache without waiting for the build job. The shared action
+derives its key from `test:prepare --dry=json` task hashes, runner OS and
+architecture, and `.npmrc`; test-only changes can reuse compiled outputs. Every
+build and verification command still runs, so Turbo checks task inputs and
+rebuilds misses. There is no prefix fallback to accumulate older build outputs.
+
+Native package jobs reuse the same workflow's Turbo cache for portable compiled
+JavaScript, skills, and catalogs. They retain the normal build and prepack
+commands, which restore matching outputs or rebuild on a cache miss. Native
+artifacts, dependency installs, package archives, and runtime verification remain
+host-local. Keep platform-dependent outputs out of this shared cache.
+
 The PR acceptance target is a median `npm run check:pr` wall time below three
 minutes across three warm-build runs on the benchmark host. Keep Vitest caches
 cold unless separately identified. A PR that touches packaging or real-system
@@ -746,12 +1137,17 @@ Neither optional toolchain is a base-lane prerequisite. See

 Build once with `npm run build:cached`, then run `npm run verify:javascript:recovery`.
 This focused lane requires Linux x64, util-linux `prlimit`,
-`REA_WAKARU_COMMAND` pointing to the official Wakaru 1.13.0 Linux x64 binary,
+`REA_WAKARU_COMMAND` pointing to the official Wakaru 1.14.0 Linux x64 binary,
 and `REA_JAVASCRIPT_FIXTURE_TOOLS` pointing to an isolated npm prefix containing
 esbuild 0.25.10 and webpack 5.101.3. No global installation is required.
 The lane compiles source-owned fixtures, exercises CLI and stdio MCP, verifies
 published bytes and provenance, feeds recovered modules into existing analysis,
-and compares a finite set of known fixture results. It does not establish
+and compares a finite set of known fixture results. A webpack fixture with separate
+runtime, shared, entry and lazy chunks verifies multi-input recovery through both
+surfaces, per-file provenance and resolved cross-chunk imports in the downstream
+application graph. The provider also accepts
+other ^1.13.0 releases and reports them as unverified; this lane proves the
+audited release. It does not establish
 arbitrary recovered-application equivalence. CI installs these prerequisites only
 in `.github/workflows/real-javascript-recovery.yml`; the existing `real-browser`
 lane uses real Chrome for browser capture and website workflows.
@@ -864,6 +1260,39 @@ real local Codex CLI with:
 npm run verify:agent
 ```

+The lane runs scenarios sequentially in standalone Codex (`--no-daemon`) with a
+disposable HOME and CODEX_HOME under `~/.cache/rea-agent-evaluations/`. Set
+`REA_AGENT_EVAL_ROOT` to choose another parent directory outside the OS temporary
+directory: current Codex refuses helper aliases under `/tmp`, preventing shell
+commands and skill reads even if MCP works. Each owned run directory is removed
+after verification unless fixture retention is requested. The lane
+installs the packaged skill and MCP registration through public `rea setup`,
+rather than copying a skill into a project that also inherits the caller's
+skills and configuration. Only authentication is copied, when present, and it
+is removed even with `REA_AGENT_EVAL_KEEP_FIXTURES=true`. No user configuration,
+rules, plugins or history is copied; shell snapshots and additional agents are
+disabled. Existing API-key environment authentication remains available.
+The native missing-provider scenario preapproves only `open_binary` and
+`close_binary` in the disposable client so it reaches REA's actual provider
+boundary instead of stopping at Codex approval. This does not validate a real
+native engine or authorize arbitrary runtime execution.
+
+Select a smaller run with `REA_AGENT_EVAL_SCENARIOS`, a comma-separated list of
+scenario IDs. `asar-zh` exercises the packaged desktop rubric from a Chinese
+request. `javascript-module-view` exercises summary analysis, module paging and
+item inspection in a tree with unrelated modules; its routing and text checks
+remain heuristic, so review the retained transcript for selector choice and
+coverage claims. Set `REA_CODEX_CLI` to an installed Codex executable and
+`REA_AGENT_EVAL_MODEL` to an account-supported model. Use an external resource
+limit for the whole process tree when testing on a constrained host; a Node
+heap limit alone does not bound client and child-process memory.
+
+`missing-target` leaves desktop fixtures visible without selecting one in the
+request. It requires zero REA calls and a structured request for an app name or
+artifact path. Its `expectedFirstTool` is `null`, and
+`targetClarificationPassed` grades that limited routing outcome independently
+of analysis prose heuristics. Analyzing a nearby example cannot pass this case.
+
 The packaged desktop and parser-comparison scenarios now assess a closed set of
 known fixture claims. Each final answer must be a strict JSON manifest containing
 exactly the requested claim IDs, values, Evidence IDs, and Evidence authority and
@@ -888,9 +1317,21 @@ navigation-context, and address-context scenarios have no factual rubric and
 remain `not_assessed`; the managed workflow requires both artifact and member
 inspection to answer its type and entry-point question.

+The closed factual scenarios request complete producer Evidence on the initial
+analysis so their source selectors can authenticate all configured facts.
+Summary/page/item workflows are exercised separately by `javascript-module-view`;
+its heuristic gate does not establish full-producer factual correctness.
+
 All scenarios retain routing, workflow, validation, repetition, process-exit,
 and token-use gates. Configured factual scenarios additionally require a factual
 pass. Their answer-text heuristics are diagnostic and do not affect the gate.
+Validation counts include complete text-only REA `invalid_request` envelopes
+and failed SDK calls whose arguments violate the named current REA contract.
+Client approval rejections and provider unavailability remain distinct failures;
+truncated JSON previews are not parsed into invented error codes.
+Repeated `binary_session` observations separated by a successful `open_binary`
+or `close_binary` are treated as lifecycle verification. An unchanged retry,
+including one after a failed lifecycle call, still counts as repetition.
 Scenarios without a rubric retain the legacy text-heuristic gate.
 `answerTermCoverageMet` checks case-insensitive substrings,
 `epistemicCuePresent` checks keywords, and `finalCitesEvidence` checks only an ID's
@@ -898,7 +1339,11 @@ presence. These metrics can still accept fabricated prose and must not be read
 as factual assessments. Set `REA_AGENT_EVAL_TRANSCRIPT_DIR` to retain complete
 tool results and final answers for review.

-Report schema version 3 changes the top-level `factualCorrectness` from a constant
+Report schema version 4 adds negative routing scenarios with nullable
+`expectedFirstTool` and a `targetClarificationPassed` outcome. Consumers must
+allow an expected absence of REA calls; this does not make an analysis scenario
+pass without its required tools. Version 3 changed the top-level
+`factualCorrectness` from a constant
 string to an assessment summary with status, scope, and assessed/passed/failed/
 not-assessed scenario counts. Scenario records include the factual assessment and
 configured claim IDs. The evaluation scope is
@@ -917,3 +1362,25 @@ npm run evidence:check

 The records preserve unsupported and unverified coverage as explicit unknowns.
 Run the matching real-tool prerequisites described in this guide.
+
+### Offline WASM artifacts
+
+`npm run verify:wasm:artifact -- --require-tools` uses an absolute
+`REA_WABT_BIN_DIRECTORY` containing WABT 1.0.42, including `wat2wasm` for fixture
+generation. It installs nothing. Without configuration, the default invocation
+reports a named skip; `--require-tools` makes missing configuration fail.
+
+The verifier creates and validates real modules with custom sections, multiple
+import/export kinds, escaped names and empty modules. It compares exact WAT,
+section output and selected/tool digests through the compiled CLI and real MCP
+SDK, validates advertised schemas, checks identical CLI/MCP Evidence IDs and
+session bundle readback, retains invalid/truncated module diagnostics, preserves
+all inputs and checks workspace cleanup. Pass an installed package's
+`scripts/rea.mjs` as the first argument to run the same lane against the package.
+`npm run verify:wasm:package` packs and installs REA into an isolated temporary
+prefix with lifecycle scripts disabled and runs the same required real-tool lane.
+It requires WABT configuration and makes no host tool installation.
+
+Source-owned provider tests separately exercise cancellation, deadline propagation,
+malformed producer output and cleanup uncertainty; shared owned-command tests
+exercise actual subprocess timeout and cancellation.
@@ -1,10 +1,10 @@
 harm_rank,location,trigger,current_copy,user_risk,proposed_replacement,implementation_status,verification_result
 1,src/domain/errors.ts:AnalysisCapabilityUnavailableError,Requested analysis unavailable,"Provider {providerId} cannot execute {operation}: {reason}",Exposes provider and internal operation/reason,"This analysis is unavailable for the current target. Choose another analysis or target.",implemented,focused assertions passed; full `npm run check` passed
-2,src/domain/errors.ts:ProviderAdapterError,Provider adapter fails,"Provider {providerId} adapter failed during {operation}",Exposes provider and implementation boundary,"Analysis could not complete. Retry once; if it continues, run `rea doctor`.",implemented,focused assertions passed; full `npm run check` passed
-3,src/domain/errors.ts:HopperRemoteError,Remote analysis request fails,"Hopper request failed ({code}): {safeMessage}",Exposes provider name code and upstream text,"Analysis could not complete. Retry once; if it continues, run `rea doctor`.",implemented,focused assertions passed; full `npm run check` passed
-4,src/domain/errors.ts:HopperProtocolError,Malformed provider protocol result,Raw constructor message,Can expose provider protocol and implementation details,"Analysis returned an unreadable result. Retry once; if it continues, run `rea doctor`.",implemented,focused assertions passed; full `npm run check` passed
-5,src/domain/errors.ts:AnalysisOutputError,Analysis output fails parsing,"Invalid analysis output for {operation}: {reason}",Exposes internal operation and parser reason,"Analysis returned an unreadable result. Retry once; if it continues, run `rea doctor`.",implemented,focused assertions passed; full `npm run check` passed
-6,src/domain/errors.ts:AnalysisProtocolError,Application protocol fails,Raw constructor message,Can expose protocol internals,"Analysis returned an unreadable result. Retry once; if it continues, run `rea doctor`.",implemented,focused assertions passed; full `npm run check` passed
+2,src/domain/errors.ts:ProviderAdapterError,Provider adapter fails,"Provider {providerId} adapter failed during {operation}",Exposes provider and implementation boundary,"Analysis could not complete. Run `rea doctor` and review the reported details; repeating the unchanged request is not expected to succeed.",implemented,focused assertions passed; full `npm run check` passed
+3,src/domain/errors.ts:HopperRemoteError,Remote analysis request fails,"Hopper request failed ({code}): {safeMessage}",Exposes provider name code and upstream text,"Analysis could not complete. Run `rea doctor` and review the reported details; repeating the unchanged request is not expected to succeed.",implemented,focused assertions passed; full `npm run check` passed
+4,src/domain/errors.ts:HopperProtocolError,Malformed provider protocol result,Raw constructor message,Can expose provider protocol and implementation details,"Analysis returned an unreadable result. Run `rea doctor` and review the reported details; repeating the unchanged request is not expected to succeed.",implemented,focused assertions passed; full `npm run check` passed
+5,src/domain/errors.ts:AnalysisOutputError,Analysis output fails parsing,"Invalid analysis output for {operation}: {reason}",Exposes internal operation and parser reason,"Analysis returned an unreadable result. Run `rea doctor` and review the reported details; repeating the unchanged request is not expected to succeed.",implemented,focused assertions passed; full `npm run check` passed
+6,src/domain/errors.ts:AnalysisProtocolError,Application protocol fails,Raw constructor message,Can expose protocol internals,"Analysis returned an unreadable result. Run `rea doctor` and review the reported details; repeating the unchanged request is not expected to succeed.",implemented,focused assertions passed; full `npm run check` passed
 7,src/domain/errors.ts:HopperProcessError,Analysis subprocess stops,"Hopper bridge stopped unexpectedly with code {exitCode}",Exposes provider bridge and process code,"Analysis could not start or stopped unexpectedly. Run `rea doctor`, then try again.",implemented,focused assertions passed; full `npm run check` passed
 8,src/domain/errors.ts:HopperStartError,Analysis subprocess cannot start,Hopper application bridge could not be started,Exposes provider and bridge implementation,"Analysis could not start or stopped unexpectedly. Run `rea doctor`, then try again.",implemented,focused assertions passed; full `npm run check` passed
 9,src/domain/errors.ts:BinaryTargetError,Target cannot open,"Cannot open artifact: {reason}",May expose raw reason and lacks checks,"Preserve the target admission reason; directories name analyze_javascript_application and rea analyze as available alternatives.",implemented,focused assertions passed; full `npm run check` passed
@@ -21,7 +21,7 @@ harm_rank,location,trigger,current_copy,user_risk,proposed_replacement,implement
 21,src/domain/errors.ts:AnalysisCancelledError,Caller cancels analysis,"Analysis operation was cancelled: {operation}",Exposes operation identifier,"Analysis was cancelled. Start it again when ready.",implemented,focused assertions passed; full `npm run check` passed
 22,src/domain/errors.ts:HopperCancelledError,Caller cancels provider request,Hopper operation was cancelled,Exposes provider name,"Analysis was cancelled. Start it again when ready.",implemented,focused assertions passed; full `npm run check` passed
 23,src/domain/errors.ts:NoBinaryOpenError,Analysis requested without target,"No app is open. Ask the user which app to investigate, then call open_binary with its local path.",Low risk; already supplies agent recovery,Keep current copy,implemented,focused assertions passed; full `npm run check` passed
-24,src/server/toolResult.ts:successResult,Successful value violates public output schema,AnalysisOutputError: Analysis output does not match the tool contract,Exposes internal error tag and contract implementation,"Analysis returned an unreadable result. Retry once; if it continues, run `rea doctor`.",implemented,focused assertions passed; full `npm run check` passed
+24,src/server/toolResult.ts:successResult,Successful value violates public output schema,AnalysisOutputError: Analysis output does not match the tool contract,Exposes internal error tag and contract implementation,"Analysis returned an unreadable result. Run `rea doctor` and review the reported details; repeating the unchanged request is not expected to succeed.",implemented,focused assertions passed; full `npm run check` passed
 24.5,src/server/registerOfficialTools.ts:capability unknown,Approved unknown tracking records an unavailable analysis,"TOOL_NAME is unavailable: PROVIDER_REASON",Exposes an internal tool identifier and provider diagnostic in persistent user-visible evidence,"The requested analysis is unavailable for the current target.",implemented,verified by focused MCP integration test
 24.6,src/application/ReferenceSourceImportEntries.ts:failed entry,A partial reference import contains an unreadable entry,Low-level reader diagnostic stored in entry limitations,Can persist filesystem or reader implementation details,"Code- and entry-specific safe guidance with a retry, limit, exclusion, or platform recovery step.",implemented,verified by exhaustive focused projection test
 24.7,src/server/registerSessionTools.ts:process residual,Capture records a residual unknown linked to capture Evidence,SCOPE: RAW_REASON,Persists adapter diagnostic and implementation wording,"Was SCOPE behavior fully observed during capture?",implemented,verified by focused session MCP test
@@ -0,0 +1,71 @@
+# Offline WebAssembly artifacts
+
+`inspect_wasm_artifact` / `inspect-wasm-artifact` inspects explicitly selected
+local WASM bytes using caller-supplied WABT 1.0.42. No active binary target is
+required. REA does not install tools or fetch artifacts and does not execute WASM.
+
+Set `REA_WABT_BIN_DIRECTORY` to an absolute directory containing executable
+`wasm-validate`, `wasm-objdump` and `wasm2wat` (with `.exe` on Windows). Missing
+executables, unsupported banners and inaccessible tools produce actionable
+unavailable diagnostics. Capability discovery reports configured availability;
+execution validates tool files and version banners. Host process-ownership and
+private-workspace controls must also be available. The real-tool profile has
+been exercised on macOS arm64; other hosts require their own verification.
+
+```bash
+REA_WABT_BIN_DIRECTORY=/absolute/wabt/bin rea inspect-wasm-artifact \
+  /artifacts/module.wasm --glue_paths /artifacts/glue.js \
+  --candidate_paths /artifacts/other/module.wasm --format json
+```
+
+Equivalent MCP input:
+
+```json
+{
+  "name": "inspect_wasm_artifact",
+  "arguments": {
+    "path": "/artifacts/module.wasm",
+    "glue_paths": ["/artifacts/glue.js"],
+    "candidate_paths": ["/artifacts/other/module.wasm"]
+  }
+}
+```
+
+Each selected regular file is read through the existing stable artifact reader;
+symlinks, changing files and files over 8 MiB fail closed. WASM bytes are copied
+into a private workspace as read-only `module.wasm`; its digest is rechecked
+before and after each tool. WABT validates with `--enable-all`,
+reports sections through `wasm-objdump -h -x`, and decodes through
+`wasm2wat --enable-all`. The result retains selected byte SHA-256 and size,
+section payload ranges, full header/detail output, exact import/export WAT
+forms, decoded WAT and its UTF-8 SHA-256. Producer format drift and invalid or
+truncated modules are failures, with validation diagnostics and partial Evidence
+retaining selected byte identity and tool provenance.
+
+The tool profile preserves upstream release/source identity, resolved executable
+paths, executable digests, exact banners and arguments. Executable digests are
+checked again after each command. Caller-supplied tools are trusted programs;
+version and digest recording are not publisher authentication or an OS sandbox.
+Each subprocess has a 30-second deadline and 32 MiB combined output budget;
+truncation fails. All commands use existing owned-process cancellation and
+cleanup. Workspace cleanup failures remain explicit errors with resource paths.
+
+WAT is a decoded representation, not original source or proof of runtime
+behavior. Custom annotations can preserve payloads, but WAT does not establish original
+binary layout or round-trip byte identity. Original byte identity and objdump
+output retain that distinction. Import/export forms retain exact escaped WAT names. Unescaped objdump display
+names are not parsed as unambiguous identifiers.
+
+Optional JavaScript glue uses the existing Babel parser and AST traversal. It
+retains `.wasm` string literals and literal templates with source coordinates,
+selected glue byte identity and parser status. Relative filesystem matches become
+local path candidates. URLs, query/fragment variants and unmatched paths retain
+basename candidates, including multiple matches, or remain unresolved. These are
+literal associations, not proven data flow, runtime loading or URL-to-file
+identity. Computed strings, aliases and dynamic imports require further evidence.
+Candidates are caller-selected files; their identity does not imply validation.
+
+Both CLI and MCP use the same typed port and application service. MCP publishes
+SDK-compatible schemas and records Evidence for `get_evidence_bundle` readback.
+See [WABT provenance](../third_party/wabt/README.md) and
+[testing](testing.md#offline-wasm-artifacts) for real-tool verification.
@@ -125,6 +125,12 @@ both commands have a 30-second wall deadline and independently supervised
 process cleanup. Owned decoder diagnostics retain at most 1 MiB across stdout
 and stderr; the collector drops overflow as it arrives, reports the limit
 failure and verifies cleanup. Heap limits alone do not establish aggregate RSS limits.
+When REA runs on Bun, the HAR decoder runs on Bun, which ignores these V8 heap
+flags; its limitations and resource failures then omit the heap sizes. On
+Windows, the decoder's owned Job Object instead limits its committed memory to
+704 MiB, the 192 MiB budget plus a 512 MiB reserve for Bun itself. The
+limitations state that limit, and reaching it returns `resource_constraint`
+with `process_memory_limit_bytes`, whatever exit status Bun reports.

 Observed decoder memory exhaustion returns `resource_constraint`, with the
 selected capture, applicable limits and retained process diagnostics. HAR's
@@ -72,9 +72,18 @@ One owned Node subprocess decodes the map. Its private request directory is
 removed before success is returned. Only this child's inherited `NODE_OPTIONS`
 is removed; explicit V8 flags set a 192 MiB old-generation and 8 MiB semi-space
 budget, one V8 worker and a 20-second deadline. Reported actual V8 heap limits
-are checked. These are heap limits, not an aggregate process RSS limit. Cleanup
-may extend the deadline and an unconfirmed cleanup overrides success with
-`cleanup_incomplete` and the owning operation/resources.
+are checked. These are heap limits, not an aggregate process RSS limit. When
+REA runs on Bun, the subprocess is Bun, which ignores these V8 flags: `runtime`
+records `id: "bun"`, the Bun version, its Node.js compatibility version and a
+null `v8_heap_limit_bytes`. On Windows, the codec's owned Job Object then
+limits its committed memory to 704 MiB, the 192 MiB budget plus a 512 MiB
+reserve for Bun itself; `process_memory_limit_bytes` records that limit, the
+limitations state it, and reaching it returns `resource_constraint` with
+`codec_process_memory_limit_bytes`. Elsewhere Bun has no enforced codec limit:
+`process_memory_limit_bytes` is null and the limitations state that no codec
+heap limit is established. Cleanup may extend the deadline and an unconfirmed
+cleanup overrides success with `cleanup_incomplete` and the owning
+operation/resources.

 Complete evidence is bounded by a 4 MiB map, 32 MiB codec reply, 262144 decoded
 rows/segments and 64 nested section levels. Exceeding a budget returns an explicit
@@ -21,9 +21,12 @@ additional permission flag or degraded mode is required.
 - the 25 read-only Ghidra inventory, memory, and function-analysis operations.

 Loaded memory reads and file offsets preserve Ghidra's observed source mappings.
-PE load-image inspection returns measurements with an explicit unsupported
-attestation status; independent format-specific verification currently supports
-DOS MZ only.
+PE load-image inspection returns an explicit unsupported attestation status;
+independent load-image verification currently supports DOS MZ only. For x64 PE
+NativeAOT RTR 9.1, the read-only snapshot parser can report metadata through
+`inspect_native_load_image` and `inspect_native_data_type` without a JAR or
+database mutation. A real Windows-host NativeAOT Ghidra run is still required
+to establish the complete host workflow.

 This boundary does not establish general Windows feature parity. Ghidra GUI
 state, annotations, other target architectures and formats, and Hopper-only
@@ -0,0 +1,174 @@
+# REA Code Mode experiment
+
+Frozen baseline: `fb94d9dde0ccda83ae520ac6fb22b1d283562cf3`, fetched from
+`origin/main` on 2026-10-11. Branch: `experiment/codemode-bridge-20261011`.
+This is a local experiment, not a change to the published CLI or MCP API.
+
+The analyst question is whether composing REA's existing named tools in code
+improves investigation efficiency enough to justify an optional bridge. Existing
+users must keep their current names, input schemas, Evidence and session behavior.
+Provider analysis settings must stay identical between comparison profiles.
+
+The bridge owns one upstream stdio MCP connection and discovers its complete live
+catalog. Only discovery and JavaScript execution are exposed downstream. Code
+calls `tools.<original_name>(original_arguments)` and receives the original MCP
+result envelope. REA still validates input, chooses providers, retains Evidence,
+and owns analysis resources. There is no second tool implementation or schema
+catalog to keep synchronized. A fresh QuickJS WASM context exposes only those
+tool calls, JSON helpers and explicit output; it has no host filesystem, network,
+process or module loader.
+
+Start the bridge without changing an existing registration:
+
+```bash
+node bridge.mjs /absolute/path/to/node /absolute/path/to/rea/scripts/rea.mjs mcp
+```
+
+Register that command as a separate, temporary MCP server for a trial. Existing
+REA registrations keep their original tools. `rea_search` accepts a query or exact
+names; use `schemas: false` for the complete lightweight name/description list.
+Query discovery returns names/descriptions by default; exact-name discovery
+returns original input schemas and derived input/output TypeScript declarations.
+These declarations help write code; they do not replace JSON validation contracts.
+`schemas` explicitly overrides that choice.
+Start with one domain word and request all selected exact names in one call.
+Request `output_schemas: true` when a
+result contract is needed; the original output schema is then returned unchanged.
+`catalog_sha256` identifies the SDK catalog; it must not be substituted for REA's
+`server_identity.catalog.digests` fields.
+`rea_execute` accepts a JavaScript async function body. For example:
+
+```js
+const session = json(await tools.binary_session({})).result;
+return { open: session.open, identity: session.server_identity };
+```
+
+The returned projection is not a new Evidence record. `calls` preserves operation,
+argument/result digests, upstream errors and actual producer Evidence IDs when
+provided, including original `evidence_links`. The upstream ledger retains complete original Evidence for later views
+and exports. Non-Evidence session responses have no invented Evidence ID.
+Calls and executions sharing one active target are serialized; `Promise.all`
+currently provides composition rather than parallel provider execution.
+
+`npm test` runs actual upstream and downstream stdio MCP against this checkout's
+compiled runtime. The standalone experiment's twelve tests cover discovery parity,
+original results/errors, bulk promise settlement, host capability absence, CPU
+deadline recovery, retained Evidence after an error or provider timeout,
+queued-call cancellation, unresolved promises and the
+two-tool downstream boundary, guest heap exhaustion/reuse, and SDK-converted
+schemas validated as [JSON Schema 2020-12](https://modelcontextprotocol.io/specification/2025-11-25/basic/index#schema-dialect).
+Execution rejects delays above Node's signed 32-bit timer range instead of
+allowing Node to coerce them to 1 ms. These tests do not establish real native/Android/
+firmware provider behavior. A lifecycle regression revealed that the QuickJS job
+pump can allocate an additional context: the execution scope now owns every
+context at creation and releases them before the runtime. Increasing memory did
+not fix that regression.
+
+Install experimental dependencies separately with `npm ci` in this directory.
+They do not change the production package or lockfile. Use the repository's pinned
+Node and npm versions. No binary, provider database or raw third-party source is
+committed. Corpus identities and upstream download locations are in `corpus.json`.
+
+Measure three baselines: normal full-catalog MCP, discovery-only MCP, and Code
+Mode. Count discovery, input code, intermediate results, final output, errors and
+retries. Report actual wall time separately from model-facing turns and local
+token estimates. Existing summary/page/workflow tools are fair alternatives;
+do not manufacture a gain by forcing full output on the direct-tool baseline.
+Replay measurements establish mechanism costs, not model task accuracy or
+inference latency. Real-agent trials must additionally verify supported facts,
+source identity, omissions and preserved Evidence references.
+
+`benchmark.mjs` replays a fixed question against real providers with identical
+original arguments. For example:
+
+```bash
+python3 resource-run.py -- node benchmark.mjs --artifact newpipe.apk \
+  --mode bridge --artifact-root /absolute/path/artifacts \
+  --providers /absolute/path/selected-provider-settings.json \
+  --output /absolute/path/new-result-directory
+```
+
+Modes are `direct`, `discovery` and `bridge`. The discovery mode isolates catalog
+cost while retaining original results; it is not a new production MCP client.
+Raw responses remain outside Git. Result summaries separate complete envelopes
+from single text content and count code explicitly. Measured findings and failures
+are recorded in [results.md](results.md).
+
+`--artifact obsidian.asar --workflow obsidian-inventory` asks a distinct package
+inventory question using existing tools. It must not be compared as an equivalent
+completion of the JavaScript AST question. Workflow names and original arguments
+are retained in replay summaries.
+
+`agent-trial.py` runs a real local Codex CLI with a disposable account/config and
+one MCP registration. It copies authentication only, removes the profile on normal
+completion, timeout and handled termination, and retains JSONL events, the answer
+and measured API usage outside the repo.
+It defaults to `gpt-5.6-terra` with high reasoning, as requested. Run one task under
+the resource wrapper:
+
+```bash
+python3 resource-run.py -- python3 agent-trial.py \
+  --mode direct --prompt /absolute/path/question.txt \
+  --output /absolute/path/new-trial-directory
+```
+
+Reproducible questions are in [questions/](questions/). Supply a template with
+`--prompt questions/android.txt --artifact-path /absolute/path/NewPipe_v0.29.1.apk`
+(or another matching corpus target). The runner preserves the supplied path in
+the rendered prompt and records template and rendered-prompt digests. Native's
+entry-address seed is derived from this corpus's jq header and is not reusable
+for another build. Run comparisons serially with the same question and provider
+settings; retain failures as well as successful repetitions.
+
+Use `--mode bridge` for the experimental server; `--mode client-code` requests
+Codex's own Code Mode. Optional `--providers` selects a JSON object of explicit
+provider settings. No ambient environment snapshot is retained. A configured flag
+or a model's `tool_mode` does not prove the model actually composed tools or
+filtered an intermediate result. Inspect the transcript, and mark accuracy as
+unassessed until the requested facts and source support have been reviewed.
+`grade-trial.py` checks Android (default), managed, native, firmware or
+electron-inventory (`--task NAME`) against a successful
+real-provider replay and verifies cited IDs in producer values, their original
+Evidence links or the bridge audit. This verifies references observed in the
+transcript; the grader does not resolve every cited payload. It accepts
+JSON or one complete JSON fence, without repairing prose or partial values. This
+checks requested producer facts and reference existence, not runtime behavior or
+independent decompiler correctness. Unparseable result text is reported explicitly;
+IDs in a truncated JSON fragment cannot satisfy the automated reference check.
+The Android projection includes the provider's overload index, so a supported
+signature with that field omitted fails this stronger assertion.
+An omitted DEX descriptor differs from an explicit null, and booleans differ from
+numeric counts. Native containing-procedure reports compare resolved identity;
+the full analyzed procedure is verified separately.
+Firmware's run-local region UUIDs remain in answers but are excluded from parity
+against an independently acquired report. Classification evidence, explicit
+unknowns and coverage remain part of the requested fact checks.
+The question comparison accepts grouped original path records, extra known
+coverage counts and explicitly named firmware length/coverage report fields.
+Derived extent ends must agree with offset plus reported length. It verifies
+engine version and executable digest rather than display capitalization; a manual
+review is still needed for limitations and claims beyond these assertions.
+Grades record the grader source digest, and earlier strict grades are retained
+when the comparison changes. These are report parsers, not REA API aliases.
+
+The completed serial cohort is in [agent-results.json](agent-results.json), with
+source/configuration fingerprints, measured API usage and sampled cgroup stats.
+The recommendation and migration boundaries are in [decision.md](decision.md).
+Raw transcripts and original replay replies remain outside Git.
+
+The supplied feedback is a research lead. Its Ghidra timing claim also changed
+auto-analysis options, so it does not isolate Code Mode's effect. Relevant primary
+sources: [Cloudflare Code Mode](https://blog.cloudflare.com/code-mode/),
+[MCP patterns](https://developers.cloudflare.com/agents/model-context-protocol/codemode/),
+[Anthropic code execution](https://www.anthropic.com/engineering/code-execution-with-mcp),
+and [QuickJS WASM](https://github.com/justjake/quickjs-emscripten).
+
+Run expensive commands with `python3 resource-run.py -- COMMAND ARGS...` on Linux
+with a user systemd manager. It uses a transient scope with one CPU, a 4 GiB hard
+memory ceiling, a 3 GiB early-stop threshold, no swap, and a task ceiling. It
+refuses to start when less than 8 GiB is available and stops if host available
+memory drops below 4 GiB. These limits protect the host; a resource abort is a
+failed measurement, never a successful benchmark. Also cap Node and Java heaps.
+The task ceiling is 192. The wrapper records observed memory/task events and
+stops a trial that touches the task limit. A limit event invalidates a measurement
+even when the application later returns successfully.
@@ -0,0 +1,995 @@
+{
+  "baseline_sha": "fb94d9dde0ccda83ae520ac6fb22b1d283562cf3",
+  "scope": "real_cli_requested_fact_parity_and_observed_references_not_independent_runtime_truth",
+  "runtime_source_commit": "22326e8199975f31d8b7c99aaf5fd64140fbe00e",
+  "artifact_ids": "corpus.json",
+  "resource_limits": {
+    "cpu_affinity": [15],
+    "cpu_quota_percent": 100,
+    "hard_memory_bytes": 4294967296,
+    "early_stop_bytes": 3221225472,
+    "tasks_max": 192
+  },
+  "notes": [
+    "Profiles differ in required mode-specific instructions; original model-selected arguments may differ.",
+    "Two Android/managed repetitions are descriptive samples, without confidence intervals or a causal speed claim.",
+    "Managed classification container omissions fail a stronger complete-object assertion; remaining requested facts match.",
+    "Normal-MCP managed JSONL truncation leaves one ID unavailable to the complete-envelope reference parser.",
+    "Uncached input is input minus cached input, not a currency cost estimate."
+  ],
+  "trials": [
+    {
+      "trial": "android-direct-5",
+      "task": "android",
+      "mode": "direct",
+      "artifact": "newpipe.apk",
+      "requested_model": "gpt-5.6-terra",
+      "reasoning": "high",
+      "codex_version": "codex-cli 0.161.0",
+      "wall_seconds": 67.329,
+      "input_tokens": 107007,
+      "cached_input_tokens": 83712,
+      "uncached_input_tokens": 23295,
+      "output_tokens": 1670,
+      "completed_mcp_calls": 3,
+      "original_operations": [
+        "inspect_android_package",
+        "search_android_classes",
+        "inspect_android_class"
+      ],
+      "fact_assertions": 6,
+      "fact_mismatches": [],
+      "strict_grade_passed": true,
+      "cited_ids_observed": true,
+      "unreadable_result_texts": 0,
+      "grader_sha256": "707e4eef05634db5075ac64382500b9eea03b38f828358315e54381f9d4a8979",
+      "prompt_sha256": "7129418f2d4428d86cc737124b53636ba4a46de522e702e8861180fc175acb23",
+      "developer_instructions_sha256": "eaddc85aa5b141538ec280d640c62db799231b394679a17f2e6cc6bc2146a95c",
+      "provider_settings_sha256": "1db4e19adcb32bb64a3baad58a1b4ef04b52ba648bab29678693f9ab8dbdabb4",
+      "experiment_sources_sha256": {
+        "agent-trial.py": "3c96d0f7b4b3dd02d168258d8aedd79049bb8647f1ebb174b056bd8eaa582502",
+        "bridge.mjs": "c1afb88a3045f233006826ffd466590b33027cc7b95f9c6c551ba1aa93fa4727",
+        "package-lock.json": "6dab2b2dba5101992e9a881ce1820475bd304511dc44362bb1614b08e9b37a87"
+      },
+      "events_sha256": "3424dd6ba375f96d88fd0ac38102998948fa0fc46e08af8fae414572ba97a62f",
+      "peak_memory_bytes_sampled": 1336168448,
+      "peak_tasks_sampled": 108,
+      "cpu_stat_last_observed": {
+        "usage_usec": 23974584,
+        "user_usec": 21485565,
+        "system_usec": 2489019,
+        "nr_periods": 636,
+        "nr_throttled": 45,
+        "throttled_usec": 67840,
+        "nr_bursts": 0,
+        "burst_usec": 0
+      },
+      "resource_abort": null,
+      "resource_events_last_observed": {
+        "memory.events": {
+          "low": 0,
+          "high": 0,
+          "max": 0,
+          "oom": 0,
+          "oom_kill": 0,
+          "oom_group_kill": 0
+        },
+        "pids.events": {
+          "max": 0
+        }
+      }
+    },
+    {
+      "trial": "android-bridge-7",
+      "task": "android",
+      "mode": "bridge",
+      "artifact": "newpipe.apk",
+      "requested_model": "gpt-5.6-terra",
+      "reasoning": "high",
+      "codex_version": "codex-cli 0.161.0",
+      "wall_seconds": 48.231,
+      "input_tokens": 113256,
+      "cached_input_tokens": 91648,
+      "uncached_input_tokens": 21608,
+      "output_tokens": 1456,
+      "completed_mcp_calls": 3,
+      "original_operations": [
+        "inspect_android_package",
+        "search_android_classes",
+        "inspect_android_class"
+      ],
+      "fact_assertions": 6,
+      "fact_mismatches": [],
+      "strict_grade_passed": true,
+      "cited_ids_observed": true,
+      "unreadable_result_texts": 0,
+      "grader_sha256": "707e4eef05634db5075ac64382500b9eea03b38f828358315e54381f9d4a8979",
+      "prompt_sha256": "7129418f2d4428d86cc737124b53636ba4a46de522e702e8861180fc175acb23",
+      "developer_instructions_sha256": "247ca3314340f748d1479cc1a0a1f33a234231f17b5768044034bdfe517299c6",
+      "provider_settings_sha256": "1db4e19adcb32bb64a3baad58a1b4ef04b52ba648bab29678693f9ab8dbdabb4",
+      "experiment_sources_sha256": {
+        "agent-trial.py": "3c96d0f7b4b3dd02d168258d8aedd79049bb8647f1ebb174b056bd8eaa582502",
+        "bridge.mjs": "c1afb88a3045f233006826ffd466590b33027cc7b95f9c6c551ba1aa93fa4727",
+        "package-lock.json": "6dab2b2dba5101992e9a881ce1820475bd304511dc44362bb1614b08e9b37a87"
+      },
+      "events_sha256": "27e234285e493b50929c0f98938284771d0d4a3787045872f2f517b2297aefeb",
+      "peak_memory_bytes_sampled": 1659629568,
+      "peak_tasks_sampled": 126,
+      "cpu_stat_last_observed": {
+        "usage_usec": 27717810,
+        "user_usec": 25042151,
+        "system_usec": 2675658,
+        "nr_periods": 458,
+        "nr_throttled": 50,
+        "throttled_usec": 73614,
+        "nr_bursts": 0,
+        "burst_usec": 0
+      },
+      "resource_abort": null,
+      "resource_events_last_observed": {
+        "memory.events": {
+          "low": 0,
+          "high": 0,
+          "max": 0,
+          "oom": 0,
+          "oom_kill": 0,
+          "oom_group_kill": 0
+        },
+        "pids.events": {
+          "max": 0
+        }
+      }
+    },
+    {
+      "trial": "managed-bridge-2",
+      "task": "managed",
+      "mode": "bridge",
+      "artifact": "sharex.dll",
+      "requested_model": "gpt-5.6-terra",
+      "reasoning": "high",
+      "codex_version": "codex-cli 0.161.0",
+      "wall_seconds": 73.145,
+      "input_tokens": 116974,
+      "cached_input_tokens": 92672,
+      "uncached_input_tokens": 24302,
+      "output_tokens": 2065,
+      "completed_mcp_calls": 3,
+      "original_operations": [
+        "inspect_managed_artifact",
+        "inspect_managed_native_boundaries"
+      ],
+      "fact_assertions": 7,
+      "fact_mismatches": ["classification"],
+      "strict_grade_passed": false,
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+      "grader_sha256": "707e4eef05634db5075ac64382500b9eea03b38f828358315e54381f9d4a8979",
+      "prompt_sha256": "7129418f2d4428d86cc737124b53636ba4a46de522e702e8861180fc175acb23",
+      "developer_instructions_sha256": "247ca3314340f748d1479cc1a0a1f33a234231f17b5768044034bdfe517299c6",
+      "provider_settings_sha256": "1db4e19adcb32bb64a3baad58a1b4ef04b52ba648bab29678693f9ab8dbdabb4",
+      "experiment_sources_sha256": {
+        "agent-trial.py": "3c96d0f7b4b3dd02d168258d8aedd79049bb8647f1ebb174b056bd8eaa582502",
+        "bridge.mjs": "c1afb88a3045f233006826ffd466590b33027cc7b95f9c6c551ba1aa93fa4727",
+        "package-lock.json": "6dab2b2dba5101992e9a881ce1820475bd304511dc44362bb1614b08e9b37a87"
+      },
+      "events_sha256": "f1743a341d334bd41760b54980aa70d5f3c8c1aed57c3ae9e470be63449c594d",
+      "peak_memory_bytes_sampled": 1659744256,
+      "peak_tasks_sampled": 115,
+      "cpu_stat_last_observed": {
+        "usage_usec": 29619173,
+        "user_usec": 26495167,
+        "system_usec": 3124005,
+        "nr_periods": 1229,
+        "nr_throttled": 60,
+        "throttled_usec": 84762,
+        "nr_bursts": 0,
+        "burst_usec": 0
+      },
+      "resource_abort": null,
+      "resource_events_last_observed": {
+        "memory.events": {
+          "low": 0,
+          "high": 0,
+          "max": 0,
+          "oom": 0,
+          "oom_kill": 0,
+          "oom_group_kill": 0
+        },
+        "pids.events": {
+          "max": 0
+        }
+      }
+    },
+    {
+      "trial": "android-direct-6",
+      "task": "android",
+      "mode": "direct",
+      "artifact": "newpipe.apk",
+      "requested_model": "gpt-5.6-terra",
+      "reasoning": "high",
+      "codex_version": "codex-cli 0.161.0",
+      "wall_seconds": 71.624,
+      "input_tokens": 153031,
+      "cached_input_tokens": 117504,
+      "uncached_input_tokens": 35527,
+      "output_tokens": 1501,
+      "completed_mcp_calls": 3,
+      "original_operations": [
+        "inspect_android_package",
+        "search_android_classes",
+        "inspect_android_class"
+      ],
+      "fact_assertions": 6,
+      "fact_mismatches": [],
+      "strict_grade_passed": true,
+      "cited_ids_observed": true,
+      "unreadable_result_texts": 0,
+      "grader_sha256": "707e4eef05634db5075ac64382500b9eea03b38f828358315e54381f9d4a8979",
+      "prompt_sha256": "7129418f2d4428d86cc737124b53636ba4a46de522e702e8861180fc175acb23",
+      "developer_instructions_sha256": "eaddc85aa5b141538ec280d640c62db799231b394679a17f2e6cc6bc2146a95c",
+      "provider_settings_sha256": "1db4e19adcb32bb64a3baad58a1b4ef04b52ba648bab29678693f9ab8dbdabb4",
+      "experiment_sources_sha256": {
+        "agent-trial.py": "3c96d0f7b4b3dd02d168258d8aedd79049bb8647f1ebb174b056bd8eaa582502",
+        "bridge.mjs": "c1afb88a3045f233006826ffd466590b33027cc7b95f9c6c551ba1aa93fa4727",
+        "package-lock.json": "6dab2b2dba5101992e9a881ce1820475bd304511dc44362bb1614b08e9b37a87"
+      },
+      "events_sha256": "b8d0422eec6bfd31a9a6ed79ac29e9487c2e68c47ff200904ec239daee9720c3",
+      "peak_memory_bytes_sampled": 1348767744,
+      "peak_tasks_sampled": 115,
+      "cpu_stat_last_observed": {
+        "usage_usec": 23033331,
+        "user_usec": 20566262,
+        "system_usec": 2467069,
+        "nr_periods": 674,
+        "nr_throttled": 40,
+        "throttled_usec": 61573,
+        "nr_bursts": 0,
+        "burst_usec": 0
+      },
+      "resource_abort": null,
+      "resource_events_last_observed": {
+        "memory.events": {
+          "low": 0,
+          "high": 0,
+          "max": 0,
+          "oom": 0,
+          "oom_kill": 0,
+          "oom_group_kill": 0
+        },
+        "pids.events": {
+          "max": 0
+        }
+      }
+    },
+    {
+      "trial": "managed-direct-3",
+      "task": "managed",
+      "mode": "direct",
+      "artifact": "sharex.dll",
+      "requested_model": "gpt-5.6-terra",
+      "reasoning": "high",
+      "codex_version": "codex-cli 0.161.0",
+      "wall_seconds": 75.229,
+      "input_tokens": 108593,
+      "cached_input_tokens": 75776,
+      "uncached_input_tokens": 32817,
+      "output_tokens": 2774,
+      "completed_mcp_calls": 2,
+      "original_operations": [
+        "inspect_managed_artifact",
+        "inspect_managed_native_boundaries"
+      ],
+      "fact_assertions": 7,
+      "fact_mismatches": [],
+      "strict_grade_passed": false,
+      "cited_ids_observed": false,
+      "unreadable_result_texts": 1,
+      "grader_sha256": "707e4eef05634db5075ac64382500b9eea03b38f828358315e54381f9d4a8979",
+      "prompt_sha256": "fe5a74687126fca7aee78b3ba51f03401983ffeae593924b7c738d50d0f04e61",
+      "developer_instructions_sha256": "eaddc85aa5b141538ec280d640c62db799231b394679a17f2e6cc6bc2146a95c",
+      "provider_settings_sha256": "1db4e19adcb32bb64a3baad58a1b4ef04b52ba648bab29678693f9ab8dbdabb4",
+      "experiment_sources_sha256": {
+        "agent-trial.py": "3c96d0f7b4b3dd02d168258d8aedd79049bb8647f1ebb174b056bd8eaa582502",
+        "bridge.mjs": "c1afb88a3045f233006826ffd466590b33027cc7b95f9c6c551ba1aa93fa4727",
+        "package-lock.json": "6dab2b2dba5101992e9a881ce1820475bd304511dc44362bb1614b08e9b37a87"
+      },
+      "events_sha256": "64f0769b7ad83f8d86c005a48de7a0cf397043d77378983fabfaa226dcb70f87",
+      "peak_memory_bytes_sampled": 651026432,
+      "peak_tasks_sampled": 110,
+      "cpu_stat_last_observed": {
+        "usage_usec": 6252846,
+        "user_usec": 4688766,
+        "system_usec": 1564079,
+        "nr_periods": 635,
+        "nr_throttled": 7,
+        "throttled_usec": 11469,
+        "nr_bursts": 0,
+        "burst_usec": 0
+      },
+      "resource_abort": null,
+      "resource_events_last_observed": {
+        "memory.events": {
+          "low": 0,
+          "high": 0,
+          "max": 0,
+          "oom": 0,
+          "oom_kill": 0,
+          "oom_group_kill": 0
+        },
+        "pids.events": {
+          "max": 0
+        }
+      }
+    },
+    {
+      "trial": "managed-bridge-3",
+      "task": "managed",
+      "mode": "bridge",
+      "artifact": "sharex.dll",
+      "requested_model": "gpt-5.6-terra",
+      "reasoning": "high",
+      "codex_version": "codex-cli 0.161.0",
+      "wall_seconds": 40.609,
+      "input_tokens": 125519,
+      "cached_input_tokens": 96000,
+      "uncached_input_tokens": 29519,
+      "output_tokens": 2274,
+      "completed_mcp_calls": 3,
+      "original_operations": [
+        "inspect_managed_artifact",
+        "inspect_managed_native_boundaries"
+      ],
+      "fact_assertions": 7,
+      "fact_mismatches": ["classification"],
+      "strict_grade_passed": false,
+      "cited_ids_observed": true,
+      "unreadable_result_texts": 0,
+      "grader_sha256": "707e4eef05634db5075ac64382500b9eea03b38f828358315e54381f9d4a8979",
+      "prompt_sha256": "fe5a74687126fca7aee78b3ba51f03401983ffeae593924b7c738d50d0f04e61",
+      "developer_instructions_sha256": "247ca3314340f748d1479cc1a0a1f33a234231f17b5768044034bdfe517299c6",
+      "provider_settings_sha256": "1db4e19adcb32bb64a3baad58a1b4ef04b52ba648bab29678693f9ab8dbdabb4",
+      "experiment_sources_sha256": {
+        "agent-trial.py": "3c96d0f7b4b3dd02d168258d8aedd79049bb8647f1ebb174b056bd8eaa582502",
+        "bridge.mjs": "c1afb88a3045f233006826ffd466590b33027cc7b95f9c6c551ba1aa93fa4727",
+        "package-lock.json": "6dab2b2dba5101992e9a881ce1820475bd304511dc44362bb1614b08e9b37a87"
+      },
+      "events_sha256": "5fbc3cf0b41224f2ef44ab996b174c8a48fe07a818ac2ad334ef59e5ddf26de6",
+      "peak_memory_bytes_sampled": 1005625344,
+      "peak_tasks_sampled": 113,
+      "cpu_stat_last_observed": {
+        "usage_usec": 11185145,
+        "user_usec": 9300437,
+        "system_usec": 1884707,
+        "nr_periods": 366,
+        "nr_throttled": 21,
+        "throttled_usec": 24147,
+        "nr_bursts": 0,
+        "burst_usec": 0
+      },
+      "resource_abort": null,
+      "resource_events_last_observed": {
+        "memory.events": {
+          "low": 0,
+          "high": 0,
+          "max": 0,
+          "oom": 0,
+          "oom_kill": 0,
+          "oom_group_kill": 0
+        },
+        "pids.events": {
+          "max": 0
+        }
+      }
+    },
+    {
+      "trial": "electron-inventory-guided-bridge-1",
+      "task": "electron-inventory",
+      "mode": "bridge",
+      "artifact": "obsidian.asar",
+      "requested_model": "gpt-5.6-terra",
+      "reasoning": "high",
+      "codex_version": "codex-cli 0.161.0",
+      "wall_seconds": 85.909,
+      "input_tokens": 101994,
+      "cached_input_tokens": 61440,
+      "uncached_input_tokens": 40554,
+      "output_tokens": 2563,
+      "completed_mcp_calls": 3,
+      "original_operations": [
+        "open_binary",
+        "inspect_artifact",
+        "close_binary"
+      ],
+      "fact_assertions": 7,
+      "fact_mismatches": [],
+      "strict_grade_passed": true,
+      "cited_ids_observed": true,
+      "unreadable_result_texts": 0,
+      "grader_sha256": "707e4eef05634db5075ac64382500b9eea03b38f828358315e54381f9d4a8979",
+      "prompt_sha256": "f070cdf721805d590c1bd5255ecf1f647ea165885cd5052af35c30ba531da815",
+      "developer_instructions_sha256": "247ca3314340f748d1479cc1a0a1f33a234231f17b5768044034bdfe517299c6",
+      "provider_settings_sha256": "1db4e19adcb32bb64a3baad58a1b4ef04b52ba648bab29678693f9ab8dbdabb4",
+      "experiment_sources_sha256": {
+        "agent-trial.py": "3c96d0f7b4b3dd02d168258d8aedd79049bb8647f1ebb174b056bd8eaa582502",
+        "bridge.mjs": "c1afb88a3045f233006826ffd466590b33027cc7b95f9c6c551ba1aa93fa4727",
+        "package-lock.json": "6dab2b2dba5101992e9a881ce1820475bd304511dc44362bb1614b08e9b37a87"
+      },
+      "events_sha256": "566391b8a6db73228fec00dc7cbf0eaf56ed899178a405d5d8f0c8002fb05d89",
+      "peak_memory_bytes_sampled": 1007996928,
+      "peak_tasks_sampled": 109,
+      "cpu_stat_last_observed": {
+        "usage_usec": 13304542,
+        "user_usec": 10842042,
+        "system_usec": 2462499,
+        "nr_periods": 787,
+        "nr_throttled": 19,
+        "throttled_usec": 27407,
+        "nr_bursts": 0,
+        "burst_usec": 0
+      },
+      "resource_abort": null,
+      "resource_events_last_observed": {
+        "memory.events": {
+          "low": 0,
+          "high": 0,
+          "max": 0,
+          "oom": 0,
+          "oom_kill": 0,
+          "oom_group_kill": 0
+        },
+        "pids.events": {
+          "max": 0
+        }
+      }
+    },
+    {
+      "trial": "electron-inventory-guided-direct-1",
+      "task": "electron-inventory",
+      "mode": "direct",
+      "artifact": "obsidian.asar",
+      "requested_model": "gpt-5.6-terra",
+      "reasoning": "high",
+      "codex_version": "codex-cli 0.161.0",
+      "wall_seconds": 67.54,
+      "input_tokens": 263484,
+      "cached_input_tokens": 221952,
+      "uncached_input_tokens": 41532,
+      "output_tokens": 2499,
+      "completed_mcp_calls": 4,
+      "original_operations": [
+        "open_binary",
+        "inspect_artifact",
+        "inspect_artifact",
+        "close_binary"
+      ],
+      "fact_assertions": 7,
+      "fact_mismatches": [],
+      "strict_grade_passed": true,
+      "cited_ids_observed": true,
+      "unreadable_result_texts": 0,
+      "grader_sha256": "707e4eef05634db5075ac64382500b9eea03b38f828358315e54381f9d4a8979",
+      "prompt_sha256": "f070cdf721805d590c1bd5255ecf1f647ea165885cd5052af35c30ba531da815",
+      "developer_instructions_sha256": "eaddc85aa5b141538ec280d640c62db799231b394679a17f2e6cc6bc2146a95c",
+      "provider_settings_sha256": "1db4e19adcb32bb64a3baad58a1b4ef04b52ba648bab29678693f9ab8dbdabb4",
+      "experiment_sources_sha256": {
+        "agent-trial.py": "3c96d0f7b4b3dd02d168258d8aedd79049bb8647f1ebb174b056bd8eaa582502",
+        "bridge.mjs": "c1afb88a3045f233006826ffd466590b33027cc7b95f9c6c551ba1aa93fa4727",
+        "package-lock.json": "6dab2b2dba5101992e9a881ce1820475bd304511dc44362bb1614b08e9b37a87"
+      },
+      "events_sha256": "564711cf28211bb7059a04b919f1b6925a816ded3e2dbeb9678382568f700e58",
+      "peak_memory_bytes_sampled": 728817664,
+      "peak_tasks_sampled": 114,
+      "cpu_stat_last_observed": {
+        "usage_usec": 8708686,
+        "user_usec": 6609914,
+        "system_usec": 2098771,
+        "nr_periods": 597,
+        "nr_throttled": 12,
+        "throttled_usec": 19564,
+        "nr_bursts": 0,
+        "burst_usec": 0
+      },
+      "resource_abort": null,
+      "resource_events_last_observed": {
+        "memory.events": {
+          "low": 0,
+          "high": 0,
+          "max": 0,
+          "oom": 0,
+          "oom_kill": 0,
+          "oom_group_kill": 0
+        },
+        "pids.events": {
+          "max": 0
+        }
+      }
+    }
+  ]
+}
@@ -0,0 +1,205 @@
+"""Evaluate one real Codex CLI task with an isolated REA MCP registration."""
+
+import argparse
+import hashlib
+import json
+import os
+from pathlib import Path
+import shutil
+import signal
+import subprocess
+import tempfile
+import time
+
+
+def main():
+    parser = argparse.ArgumentParser()
+    parser.add_argument('--mode', choices=['direct', 'client-code', 'bridge'], required=True)
+    parser.add_argument('--prompt', type=Path, required=True)
+    parser.add_argument('--artifact-path', help='Replace {{artifact_path}} in a question template')
+    parser.add_argument('--output', type=Path, required=True)
+    parser.add_argument('--model', default='gpt-5.6-terra')
+    parser.add_argument('--reasoning', default='high')
+    parser.add_argument('--timeout', type=int, default=900)
+    parser.add_argument('--codex', default='/usr/bin/codex')
+    parser.add_argument('--providers', type=Path)
+    args = parser.parse_args()
+    def terminate(signum, _frame):
+        # The outer resource scope terminates descendants together. Ensure the
+        # runner's copied credentials are also removed on a resource abort.
+        raise SystemExit(128 + signum)
+    signal.signal(signal.SIGTERM, terminate)
+    repository = Path(__file__).resolve().parents[2]
+    experiment = Path(__file__).resolve().parent
+    node = shutil.which('node')
+    if subprocess.check_output([node, '--version'], text=True).strip() != 'v24.18.0':
+        raise SystemExit('Use pinned Node 24.18.0 on PATH')
+    args.output.mkdir(parents=True, exist_ok=False, mode=0o700)
+    profile = Path(tempfile.mkdtemp(prefix='profile-', dir=args.output))
+    trial_codex_home = profile / 'codex'
+    account = profile / 'account'
+    workspace = profile / 'workspace'
+    for directory in [trial_codex_home, account, workspace]:
+        directory.mkdir(mode=0o700)
+    source_auth = Path(os.environ.get('CODEX_HOME', str(Path.home() / '.codex'))) / 'auth.json'
+    auth = trial_codex_home / 'auth.json'
+    started = time.monotonic()
+    timeout = False
+    exit_code = None
+    environment = dict(os.environ)
+    environment.update({
+        'CODEX_HOME': str(trial_codex_home), 'HOME': str(account),
+        'XDG_CONFIG_HOME': str(account / '.config'),
+        'XDG_CACHE_HOME': str(account / '.cache'),
+        'XDG_DATA_HOME': str(account / '.local/share'),
+        'NODE_OPTIONS': '--max-old-space-size=512',
+    })
+    provider_env = {'REA_LOG_LEVEL': 'silent', 'NODE_OPTIONS': '--max-old-space-size=512'}
+    if args.providers:
+        # This explicit caller file supplies only selected provider settings.
+        provider_env.update(json.loads(args.providers.read_text()))
+    command_args = [str(repository / 'scripts/rea.mjs'), 'mcp']
+    if args.mode == 'bridge':
+        command_args = [str(experiment / 'bridge.mjs'), node, *command_args]
+    instruction = (
+        'Use the registered REA MCP server for this investigation. Static analysis '
+        'only: do not execute target code, fetch URLs, launch a GUI, or modify targets. '
+        'Preserve observations, derivations, inferences, limitations, and real Evidence IDs. '
+        'An Evidence value has evidence_id, normalized_result and limitations; '
+        'non-Evidence session values have result. '
+        'The analyzed target digest is Evidence.subject.digest.sha256. '
+        'normalized_result.engine.artifact_sha256 identifies the analysis engine '
+        'artifact and must never be substituted for the target digest. '
+        'Prefer summary/focused views where appropriate. Do not invent successful facts '
+        'after a tool error. No other agents. Stop once the requested facts are supported.'
+    )
+    if args.mode == 'bridge':
+        instruction += (
+            ' Original REA operations are available through rea_search and rea_execute. '
+            'Discover tool names/schemas on demand. Execute JavaScript bodies using '
+            'tools.<original_name>(original_arguments), json(reply) to parse the original '
+            'MCP result, and return only the needed facts plus their Evidence IDs and '
+            'limitations. Compose known dependent calls in one script when useful. '
+            'Select needed fields from normalized_result inside the script; do not '
+            'return entire Evidence, raw_result or full method/class inventories when '
+            'the question requests a subset. '
+            'Await every call; the upstream session persists across scripts.'
+        )
+    if args.mode == 'client-code':
+        instruction += (
+            ' Use the client JavaScript executor to compose registered MCP calls when '
+            'possible and select the requested normalized_result fields before returning '
+            'intermediate output to model context. Keep real Evidence IDs and limitations.'
+        )
+    quote = json.dumps
+    config = '\n'.join([
+        'approval_policy = "never"', 'sandbox_mode = "read-only"',
+        'web_search = "disabled"', 'model = ' + quote(args.model),
+        'model_reasoning_effort = ' + quote(args.reasoning),
+        'developer_instructions = ' + quote(instruction),
+        '[features]', 'multi_agent = false', 'shell_snapshot = false',
+        'shell_tool = false', 'unified_exec = false',
+        'code_mode = ' + ('true' if args.mode == 'client-code' else 'false'),
+        'code_mode_only = ' + ('true' if args.mode == 'client-code' else 'false'),
+        '[history]', 'persistence = "none"',
+        '[mcp_servers.rea]', 'command = ' + quote(node),
+        'args = ' + quote(command_args), 'startup_timeout_sec = 60',
+        'tool_timeout_sec = 600', '[mcp_servers.rea.env]',
+        *[key + ' = ' + quote(value) for key, value in provider_env.items()],
+        '[mcp_servers.rea.tools.rea_execute]', 'approval_mode = "approve"',
+    ]) + '\n'
+    # MCP read-only hints cover normal static tools. Explicitly authorize only
+    # the session-opening primitive needed by the requested native tasks.
+    config += '[mcp_servers.rea.tools.open_binary]\napproval_mode = "approve"\n'
+    for tool in ['analyze_javascript_application', 'inspect_analysis_view',
+                 'inspect_android_package', 'search_android_classes',
+                 'inspect_android_class', 'inspect_android_method',
+                 'inspect_firmware_regions', 'inspect_managed_artifact',
+                 'inspect_managed_members', 'inspect_managed_native_boundaries',
+                 'inspect_artifact', 'inspect_wasm_artifact',
+                 'resolve_containing_procedure', 'analyze_function', 'close_binary']:
+        config += '[mcp_servers.rea.tools.' + tool + ']\napproval_mode = "approve"\n'
+    try:
+        if source_auth.exists():
+            shutil.copyfile(source_auth, auth)
+            auth.chmod(0o600)
+        (trial_codex_home / 'config.toml').write_text(config)
+        (trial_codex_home / 'config.toml').chmod(0o600)
+        prompt = args.prompt.read_text()
+        template_digest = hashlib.sha256(prompt.encode()).hexdigest()
+        if '{{artifact_path}}' in prompt:
+            if not args.artifact_path or not os.path.isabs(args.artifact_path):
+                raise ValueError('A question template requires an absolute --artifact-path')
+            prompt = prompt.replace('{{artifact_path}}', args.artifact_path)
+        elif args.artifact_path:
+            raise ValueError('--artifact-path requires the literal template marker')
+        (args.output / 'prompt.txt').write_text(prompt)
+        (args.output / 'trial-settings.json').write_text(json.dumps({
+            'mode': args.mode, 'model': args.model, 'reasoning': args.reasoning,
+            'experiment_commit': subprocess.check_output(
+                ['git', 'rev-parse', 'HEAD'], cwd=repository, text=True).strip(),
+            'experiment_sources_sha256': {
+                name: hashlib.sha256((experiment / name).read_bytes()).hexdigest()
+                for name in ['agent-trial.py', 'bridge.mjs', 'package-lock.json']
+            },
+            'developer_instructions': instruction,
+            'developer_instructions_sha256': hashlib.sha256(instruction.encode()).hexdigest(),
+            'prompt_sha256': hashlib.sha256(prompt.encode()).hexdigest(),
+            'question_template_sha256': template_digest,
+            'provider_settings_sha256': hashlib.sha256(
+                json.dumps(provider_env, sort_keys=True).encode()).hexdigest(),
+            'features': {'shell_tool': False, 'unified_exec': False,
+                         'multi_agent': False, 'code_mode': args.mode == 'client-code',
+                         'code_mode_only': args.mode == 'client-code'},
+        }, indent=2) + '\n')
+        invocation = [args.codex, '--no-daemon', 'exec', '--ephemeral',
+                      '--skip-git-repo-check', '--ignore-rules', '--json',
+                      '--color', 'never', '-C', str(workspace),
+                      '--output-last-message', str(args.output.resolve() / 'answer.txt'), '-']
+        with (args.output / 'events.jsonl').open('w') as events, (args.output / 'stderr.log').open('w') as errors:
+            child = subprocess.Popen(invocation, env=environment, cwd=workspace,
+                                     stdin=subprocess.PIPE, stdout=events, stderr=errors, text=True)
+            child.stdin.write(prompt)
+            child.stdin.close()
+            try:
+                exit_code = child.wait(timeout=args.timeout)
+            except subprocess.TimeoutExpired:
+                timeout = True
+                child.terminate()
+                try:
+                    exit_code = child.wait(timeout=10)
+                except subprocess.TimeoutExpired:
+                    child.kill()
+                    exit_code = child.wait()
+        usage = []
+        tools = []
+        event_types = {}
+        for line in (args.output / 'events.jsonl').read_text().splitlines():
+            event = json.loads(line)
+            kind = event.get('type', 'unknown')
+            event_types[kind] = event_types.get(kind, 0) + 1
+            if 'usage' in event:
+                usage.append(event['usage'])
+            item = event.get('item', {})
+            if item.get('type') == 'mcp_tool_call' and kind == 'item.completed':
+                tools.append({k: item.get(k) for k in ['server', 'tool', 'arguments', 'status', 'error']})
+        summary = {
+            'mode': args.mode, 'requested_model': args.model, 'reasoning': args.reasoning,
+            'baseline_sha': 'fb94d9dde0ccda83ae520ac6fb22b1d283562cf3',
+            'codex_version': subprocess.check_output([args.codex, '--version'], text=True).strip(),
+            'exit_code': exit_code, 'timeout': timeout,
+            'wall_seconds': round(time.monotonic() - started, 3),
+            'usage': usage, 'completed_mcp_calls': tools, 'event_types': event_types,
+            'factual_correctness': 'not_assessed',
+            'scope': 'real_cli_trial_requires_transcript_and_fact_review',
+        }
+        (args.output / 'summary.json').write_text(json.dumps(summary, indent=2) + '\n')
+        print(json.dumps(summary))
+    finally:
+        # Always remove copied credentials, config, caches and profile state.
+        shutil.rmtree(profile)
+    raise SystemExit(124 if timeout else exit_code)
+
+
+if __name__ == '__main__':
+    main()
@@ -0,0 +1,369 @@
+import { createHash } from "node:crypto";
+import { readFile, writeFile, mkdir } from "node:fs/promises";
+import { resolve, dirname } from "node:path";
+import { fileURLToPath } from "node:url";
+import { parseArgs } from "node:util";
+import { getEncoding } from "js-tiktoken";
+import { CodeModeBridge, connectUpstream, json } from "./bridge.mjs";
+
+// Replay isolates transport/discovery costs. It does not simulate model reasoning.
+const workflows = {
+  "sharex.dll": {
+    tools: ["inspect_managed_artifact", "inspect_managed_native_boundaries"],
+    question:
+      "Report assembly/module identity, target framework and declared P/Invoke libraries with their uncertainty.",
+    code: `
+const artifact = await call("inspect_managed_artifact", {path: input.path});
+const boundaries = await call("inspect_managed_native_boundaries", {});
+const n = artifact.normalized_result;
+return {artifact_sha256: artifact.subject?.digest.sha256,
+  classification: n.classification, assembly: n.assembly, module: n.module,
+  target_frameworks: n.target_frameworks, coverage: n.coverage,
+  native_boundaries: boundaries.normalized_result,
+  evidence_ids: [artifact.evidence_id, boundaries.evidence_id],
+  limitations: [...artifact.limitations, ...boundaries.limitations]};`,
+  },
+  "sqlite.wasm": {
+    tools: ["inspect_wasm_artifact"],
+    question:
+      "Report exact WASM validation, all exported names and runtime/network observation states without executing it.",
+    code: `
+const wasm = await call("inspect_wasm_artifact", {path: input.path});
+const n = wasm.normalized_result;
+return {artifact_sha256: wasm.subject?.digest.sha256,
+  validation: n.validation, sections: n.sections, exports: n.exports,
+  runtime_execution: n.runtime_execution, network_fetch: n.network_fetch,
+  evidence_ids: [wasm.evidence_id], limitations: [...wasm.limitations, ...n.limitations]};`,
+  },
+  "obsidian.asar": {
+    tools: ["analyze_javascript_application", "inspect_analysis_view"],
+    question:
+      "Report application identity, analysis coverage/counts and the first eight module identities.",
+    code: `
+const summary = await call("analyze_javascript_application", {
+  input_path: input.path, detail: "summary", max_heap_mb: 1024,
+  analysis_timeout_ms: 300000, integrity_policy: "fail"
+});
+const parent = summary.normalized_result.parent_evidence_id;
+const page = await call("inspect_analysis_view", {
+  source: {kind: "retained-evidence", evidence_id: parent},
+  view: {kind: "page", collection: "modules", offset: 0, limit: 8}
+});
+return {artifact_sha256: summary.subject?.digest.sha256,
+  summary: summary.normalized_result, modules: page.normalized_result,
+  evidence_ids: [summary.evidence_id, parent, page.evidence_id],
+  limitations: [...summary.limitations, ...page.limitations]};`,
+  },
+  "obsidian-inventory": {
+    artifact: "obsidian.asar",
+    tools: ["open_binary", "inspect_artifact", "close_binary"],
+    question:
+      "Report ASAR identity, complete inventory manifest, entry-kind counts, root package/main/preload occurrences, integrity contradictions and inventory coverage; do not claim AST or runtime analysis.",
+    code: `
+await call("open_binary", {path: input.path});
+try {
+  const inspected = await call("inspect_artifact", {integrity_policy: "fail"});
+  const n = inspected.normalized_result;
+  const inventory = n.substeps.find(x => x.operation === "inventory_artifact").evidence;
+  const graph = inventory.normalized_result;
+  const counts = {};
+  for (const row of graph.occurrences)
+    counts[row.entry_kind] = (counts[row.entry_kind] ?? 0) + 1;
+  return {artifact_sha256: inspected.subject.digest.sha256,
+    manifest: graph.manifest, entry_kind_counts: counts,
+    requested_paths: graph.occurrences.filter(x => ["package.json", "main.js", "preload.js"].includes(x.logical_path)),
+    integrity_contradictions: graph.integrity_contradictions,
+    coverage: n.coverage, unexplored_branches: n.unexplored_branches,
+    evidence_ids: [inspected.evidence_id, inventory.evidence_id],
+    limitations: [...inspected.limitations, ...n.limitations, ...inventory.limitations]};
+} finally { await call("close_binary", {}); }`,
+  },
+  "newpipe.apk": {
+    tools: [
+      "inspect_android_package",
+      "search_android_classes",
+      "inspect_android_class",
+    ],
+    question:
+      "Report package/version, exact MainActivity matches and its onCreate method descriptors.",
+    code: `
+const pkg = await call("inspect_android_package", {path: input.path});
+const found = await call("search_android_classes", {path: input.path, query: "MainActivity"});
+if (!found.normalized_result.matches.includes("org.schabi.newpipe.MainActivity"))
+  throw new Error("Requested shipped MainActivity was not found");
+const cls = await call("inspect_android_class", {
+  path: input.path, class_name: "org.schabi.newpipe.MainActivity"
+});
+return {artifact_sha256: pkg.subject?.digest.sha256,
+  package_name: pkg.normalized_result.package_name,
+  version_name: pkg.normalized_result.version_name,
+  version_code: pkg.normalized_result.version_code,
+  matches: found.normalized_result.matches, coverage: found.normalized_result.coverage,
+  onCreate: cls.normalized_result.methods.filter(x => x.name === "onCreate"),
+  evidence_ids: [pkg.evidence_id, found.evidence_id, cls.evidence_id],
+  limitations: [...pkg.limitations, ...found.limitations, ...cls.limitations]};`,
+  },
+  "openwrt.bin": {
+    tools: ["inspect_firmware_regions"],
+    question:
+      "Report firmware identity, every reported region offset/signature and examined coverage.",
+    code: `
+const inspected = await call("inspect_firmware_regions", {path: input.path});
+return {artifact_sha256: inspected.subject?.digest.sha256,
+  result: inspected.normalized_result, evidence_ids: [inspected.evidence_id],
+  limitations: inspected.limitations};`,
+  },
+  jq: {
+    tools: [
+      "open_binary",
+      "resolve_containing_procedure",
+      "analyze_function",
+      "close_binary",
+    ],
+    question:
+      "Resolve the observed ELF entry address and report the recovered function's first 512 pseudocode units and caller/callee counts.",
+    code: `
+await call("open_binary", {path: input.path, provider_id: "ghidra"});
+try {
+  const found = await call("resolve_containing_procedure", {address: input.entry_address});
+  const fn = await call("analyze_function", {procedure: input.entry_address});
+  const n = fn.normalized_result;
+  return {artifact_sha256: fn.subject?.digest.sha256,
+    entry_address: input.entry_address, containing_procedure: found.normalized_result, procedure: n.procedure,
+    pseudocode_prefix: n.pseudocode.slice(0, 512),
+    caller_count: n.callers.length, callee_count: n.callees.length,
+    evidence_ids: [found.evidence_id, fn.evidence_id],
+    limitations: [...found.limitations, ...fn.limitations, ...n.limitations]};
+} finally { await call("close_binary", {}); }`,
+  },
+};
+
+const { values } = parseArgs({
+  options: {
+    artifact: { type: "string" },
+    workflow: { type: "string" },
+    mode: { type: "string", default: "direct" },
+    "artifact-root": { type: "string" },
+    providers: { type: "string" },
+    output: { type: "string" },
+  },
+});
+if (
+  !workflows[values.workflow ?? values.artifact] ||
+  !["direct", "discovery", "bridge"].includes(values.mode) ||
+  !values["artifact-root"] ||
+  !values.output
+)
+  throw new Error(
+    "Use --artifact ID [--workflow NAME] --mode direct|discovery|bridge --artifact-root ABS --output NEW_DIR [--providers JSON]",
+  );
+const experiment = dirname(fileURLToPath(import.meta.url));
+const repository = resolve(experiment, "../..");
+const corpus = JSON.parse(
+  await readFile(resolve(experiment, "corpus.json"), "utf8"),
+);
+const artifact = corpus.artifacts.find((x) => x.id === values.artifact);
+const workflowName = values.workflow ?? values.artifact;
+const workflow = workflows[workflowName];
+if (!artifact || artifact.id !== (workflow.artifact ?? workflowName))
+  throw new Error(
+    "Selected workflow does not match the frozen corpus artifact",
+  );
+const artifactPath = resolve(values["artifact-root"], artifact.file);
+const bytes = await readFile(artifactPath);
+const sha256 = createHash("sha256").update(bytes).digest("hex");
+if (sha256 !== artifact.sha256 || bytes.length !== artifact.bytes)
+  throw new Error("Artifact identity differs from frozen corpus");
+await mkdir(values.output, { recursive: false, mode: 0o700 });
+const encoding = getEncoding("cl100k_base");
+const measure = (value) => {
+  const text = typeof value === "string" ? value : JSON.stringify(value);
+  return {
+    bytes: Buffer.byteLength(text),
+    cl100k_estimated_tokens: encoding.encode(text).length,
+  };
+};
+const modelText = (reply) =>
+  reply.content
+    .filter((item) => item.type === "text")
+    .map((item) => item.text)
+    .join("\n");
+const environment = values.providers
+  ? JSON.parse(await readFile(values.providers, "utf8"))
+  : {};
+const started = performance.now();
+const upstream = await connectUpstream({
+  command: process.execPath,
+  args: [resolve(repository, "scripts/rea.mjs"), "mcp"],
+  env: environment,
+});
+const connected = performance.now();
+const records = [];
+const realCall = upstream.call;
+upstream.call = async (name, args, options) => {
+  const began = performance.now();
+  try {
+    const reply = await realCall(name, args, { timeout: 600_000, ...options });
+    const parsed = json(reply);
+    records.push({
+      name,
+      arguments: args,
+      elapsed_ms: performance.now() - began,
+      is_error: reply.isError === true,
+      input: measure(args),
+      output: measure(reply),
+      text_output: measure(modelText(reply)),
+      evidence_id: parsed.evidence_id,
+      reply,
+    });
+    return reply;
+  } catch (error) {
+    records.push({
+      name,
+      arguments: args,
+      elapsed_ms: performance.now() - began,
+      failure: String(error),
+      input: measure(args),
+    });
+    throw error;
+  }
+};
+const bridge = new CodeModeBridge(upstream);
+const input = { path: artifactPath };
+if (artifact.id === "jq") {
+  if (bytes.subarray(0, 6).toString("hex") !== "7f454c460201")
+    throw new Error("Expected ELF64 little-endian header for entry seed");
+  input.entry_address = `0x${bytes.readBigUInt64LE(24).toString(16)}`;
+}
+const code = `const input = ${JSON.stringify(input)};
+async function call(name, args) {
+  const reply = await tools[name](args);
+  const parsed = json(reply);
+  if (reply.isError) throw new Error(JSON.stringify(parsed));
+  return parsed;
+}
+${workflow.code}`;
+let discovery;
+let value;
+let failure;
+let bridgeReply;
+const recovery = [];
+const operationStarted = performance.now();
+try {
+  if (values.mode !== "direct")
+    discovery = await bridge.search({ names: workflow.tools });
+  if (values.mode === "bridge") {
+    bridgeReply = await bridge.execute({ code, timeout_ms: 900_000 });
+    value = bridgeReply.value;
+    failure = bridgeReply.bridge_error;
+  } else {
+    const tools = Object.fromEntries(
+      upstream.catalog.map((tool) => [
+        tool.name,
+        (args) => upstream.call(tool.name, args),
+      ]),
+    );
+    const AsyncFunction = Object.getPrototypeOf(
+      async function () {},
+    ).constructor;
+    value = await new AsyncFunction("tools", "json", code)(tools, json);
+  }
+} catch (error) {
+  failure = String(error);
+} finally {
+  const partials = new Set(
+    records.flatMap((record) => {
+      if (!record.reply?.isError) return [];
+      try {
+        const partial = json(record.reply).error?.details?.partial_observation;
+        return partial?.kind === "retained-evidence"
+          ? [partial.evidence_id]
+          : [];
+      } catch {
+        return []; // Preserve non-JSON failures in calls.json, without inventing IDs.
+      }
+    }),
+  );
+  for (const evidence_id of partials) {
+    // Capture already retained partial facts before disposing the replay session.
+    // Recovery is not a successful completion of the failed analyst workflow.
+    try {
+      const reply = await realCall(
+        "inspect_analysis_view",
+        {
+          source: { kind: "retained-evidence", evidence_id },
+          view: { kind: "summary" },
+        },
+        { timeout: 60_000 },
+      );
+      recovery.push({ parent_evidence_id: evidence_id, reply });
+    } catch (error) {
+      recovery.push({
+        parent_evidence_id: evidence_id,
+        failure: String(error),
+      });
+    }
+  }
+  await upstream.close();
+}
+const catalogExposure = values.mode === "direct" ? upstream.catalog : discovery;
+const summary = {
+  scope: "deterministic_real_provider_replay_not_model_accuracy",
+  baseline_sha: "fb94d9dde0ccda83ae520ac6fb22b1d283562cf3",
+  artifact: artifact.id,
+  workflow: workflowName,
+  artifact_sha256: sha256,
+  mode: values.mode,
+  question: workflow.question,
+  startup_ms: connected - started,
+  operation_ms: performance.now() - operationStarted,
+  original_calls: records.map(({ reply: _reply, ...metadata }) => metadata),
+  exposed_catalog: catalogExposure ? measure(catalogExposure) : null,
+  direct_input_definitions: measure(
+    upstream.catalog.map((tool) => ({
+      name: tool.name,
+      description: tool.description,
+      inputSchema: tool.inputSchema,
+    })),
+  ),
+  execution_code: values.mode === "bridge" ? measure(code) : null,
+  exposed_tool_results:
+    values.mode === "bridge"
+      ? [measure(bridgeReply)]
+      : records.filter((x) => x.output).map((x) => x.output),
+  exposed_text_results:
+    values.mode === "bridge"
+      ? [measure(bridgeReply)]
+      : records.filter((x) => x.text_output).map((x) => x.text_output),
+  projection: value,
+  failure: failure ?? null,
+  partial_recovery: recovery,
+  correctness: failure
+    ? "failed_workflow"
+    : "requires_cross_profile_fact_review",
+  estimator:
+    "cl100k_base_compact_MCP_JSON_including_envelope_not_actual_model_tokens",
+};
+await writeFile(
+  resolve(values.output, "summary.json"),
+  JSON.stringify(summary, null, 2),
+);
+await writeFile(resolve(values.output, "calls.json"), JSON.stringify(records));
+await writeFile(resolve(values.output, "code.js"), code);
+console.log(
+  JSON.stringify({
+    artifact: artifact.id,
+    mode: values.mode,
+    calls: records.length,
+    startup_ms: summary.startup_ms,
+    operation_ms: summary.operation_ms,
+    failure: summary.failure
+      ? String(
+          typeof summary.failure === "object"
+            ? summary.failure.message
+            : summary.failure,
+        ).slice(0, 1000)
+      : null,
+  }),
+);
+if (failure) process.exitCode = 1;
@@ -0,0 +1,426 @@
+import { createHash } from "node:crypto";
+import { pathToFileURL } from "node:url";
+import { Client } from "@modelcontextprotocol/client";
+import { StdioClientTransport } from "@modelcontextprotocol/client/stdio";
+import { McpServer } from "@modelcontextprotocol/server";
+import { StdioServerTransport } from "@modelcontextprotocol/server/stdio";
+import { compile } from "json-schema-to-typescript";
+import { newQuickJSWASMModule, Scope } from "quickjs-emscripten";
+import { z } from "zod";
+
+// Node maps larger delays to 1 ms. Reject them before creating a timer.
+const executeInputSchema = z.strictObject({
+  code: z.string(),
+  timeout_ms: z.number().int().positive().max(2_147_483_647).optional(),
+  memory_bytes: z
+    .number()
+    .int()
+    .positive()
+    .max(128 * 1024 * 1024)
+    .optional(),
+});
+
+const digest = (value) =>
+  createHash("sha256").update(JSON.stringify(value)).digest("hex");
+
+export const json = (reply) => {
+  if (reply.structuredContent !== undefined) return reply.structuredContent;
+  const texts = reply.content.filter((item) => item.type === "text");
+  if (texts.length !== 1) throw new Error("Expected one REA JSON text block");
+  return JSON.parse(texts[0].text);
+};
+
+/** One upstream session, original tool names, complete live catalog. */
+export async function connectUpstream({
+  command,
+  args,
+  env,
+  stderr = "inherit",
+}) {
+  const transport = new StdioClientTransport({ command, args, env, stderr });
+  const client = new Client({
+    name: "rea-codemode-experiment",
+    version: "0.0.0",
+  });
+  try {
+    await client.connect(transport, { timeout: 60_000 });
+    const catalog = [];
+    let cursor;
+    do {
+      const page = await client.listTools(cursor ? { cursor } : undefined);
+      catalog.push(...page.tools);
+      cursor = page.nextCursor;
+    } while (cursor !== undefined);
+    if (new Set(catalog.map((tool) => tool.name)).size !== catalog.length)
+      throw new Error("Duplicate upstream tool names");
+    return {
+      client,
+      catalog,
+      call: (name, args, options) =>
+        client.callTool({ name, arguments: args }, options),
+      close: () => client.close(),
+    };
+  } catch (error) {
+    await client.close();
+    throw error;
+  }
+}
+
+export class CodeModeBridge {
+  constructor(upstream) {
+    this.upstream = upstream;
+    this.byName = new Map(upstream.catalog.map((tool) => [tool.name, tool]));
+    this.catalogDigest = digest(upstream.catalog);
+    this.declarations = new Map();
+    this.queue = Promise.resolve();
+  }
+
+  /** The live catalog is immutable for this connection; derive each type once. */
+  declarationsFor(tool) {
+    if (!this.declarations.has(tool.name)) {
+      const options = { bannerComment: "", format: false, unknownAny: true };
+      const pending = Promise.all([
+        compile(tool.inputSchema, `${tool.name}_Input`, options),
+        tool.outputSchema
+          ? compile(
+              { ...tool.outputSchema, title: `${tool.name}_Output` },
+              `${tool.name}_Output`,
+              options,
+            )
+          : undefined,
+      ]);
+      this.declarations.set(tool.name, pending);
+    }
+    return this.declarations.get(tool.name);
+  }
+
+  /** Search exposes original schemas and generated input types on demand. */
+  async search({ query = "", names = [], schemas, output_schemas = false }) {
+    const includeSchemas = schemas ?? (names.length > 0 || output_schemas);
+    const terms = query.toLowerCase().split(/\s+/).filter(Boolean);
+    const selected = this.upstream.catalog.filter((tool) =>
+      names.length
+        ? names.includes(tool.name)
+        : terms.every((term) =>
+            `${tool.name} ${tool.description ?? ""}`
+              .toLowerCase()
+              .includes(term),
+          ),
+    );
+    // Failed all-word searches keep their original semantics. Offer only the
+    // best positive lexical matches as names, without expanding their schemas.
+    const ranked =
+      selected.length || !terms.length || names.length
+        ? []
+        : this.upstream.catalog.map((tool) => ({
+            tool,
+            score: terms.filter((term) =>
+              `${tool.name} ${tool.description ?? ""}`
+                .toLowerCase()
+                .includes(term),
+            ).length,
+          }));
+    const bestScore = Math.max(0, ...ranked.map((row) => row.score));
+    const suggestions = ranked
+      .filter((row) => row.score === bestScore && bestScore > 0)
+      .map(({ tool }) => ({ name: tool.name, description: tool.description }));
+    const tools = [];
+    for (const tool of selected) {
+      const [inputType, outputType] = includeSchemas
+        ? await this.declarationsFor(tool)
+        : [];
+      tools.push(
+        includeSchemas
+          ? {
+              ...tool,
+              ...(!output_schemas ? { outputSchema: undefined } : {}),
+              typescript: inputType,
+              output_typescript: outputType,
+            }
+          : {
+              name: tool.name,
+              description: tool.description,
+              annotations: tool.annotations,
+            },
+      );
+    }
+    return {
+      catalog_sha256: this.catalogDigest,
+      total_tools: this.byName.size,
+      matched_tools: tools.length,
+      tools,
+      ...(suggestions.length ? { suggestions } : {}),
+    };
+  }
+
+  /** Serialize scripts sharing the active target; no implicit batch races. */
+  execute(input, options = {}) {
+    const parsed = executeInputSchema.parse(input);
+    const work = this.queue.then(() => this.run(parsed, options));
+    this.queue = work.catch(() => undefined);
+    return work;
+  }
+
+  async run(
+    { code, timeout_ms = 120_000, memory_bytes = 128 * 1024 * 1024 },
+    options,
+  ) {
+    const controller = new AbortController();
+    const signal = options.signal
+      ? AbortSignal.any([controller.signal, options.signal])
+      : controller.signal;
+    signal.throwIfAborted();
+    const deadline = Date.now() + timeout_ms;
+    const timer = setTimeout(
+      () => controller.abort(new Error("Code Mode deadline exceeded")),
+      timeout_ms,
+    );
+    const QuickJS = await newQuickJSWASMModule();
+    const runtime = QuickJS.newRuntime();
+    // Pending-job execution can create another context in the runtime.
+    // Own contexts at creation, including those allocated by the job pump.
+    const contexts = new Scope();
+    const newContext = runtime.newContext.bind(runtime);
+    runtime.newContext = (options) => contexts.manage(newContext(options));
+    runtime.setMemoryLimit(memory_bytes);
+    runtime.setMaxStackSize(1024 * 1024);
+    runtime.setInterruptHandler(() => signal.aborted || Date.now() > deadline);
+    const vm = runtime.newContext();
+    const pending = new Set();
+    const calls = [];
+    let toolQueue = Promise.resolve();
+    let finished = false;
+    let promise;
+    let value;
+    let failure;
+    const checkedEval = (source) => {
+      const result = vm.evalCode(source);
+      if (result.error) {
+        const error = vm.dump(result.error);
+        result.error.dispose();
+        throw new Error(JSON.stringify(error));
+      }
+      return result.value;
+    };
+    const pump = () => {
+      const result = runtime.executePendingJobs();
+      if (result.error) {
+        failure = vm.dump(result.error);
+        result.error.dispose();
+        finished = true;
+      }
+    };
+    const fromJson = (data) =>
+      checkedEval(`JSON.parse(${JSON.stringify(JSON.stringify(data))})`);
+    const callHandle = vm.newFunction("call", (nameHandle, argumentsHandle) => {
+      const name = vm.getString(nameHandle);
+      const args = JSON.parse(vm.getString(argumentsHandle));
+      if (!this.byName.has(name))
+        throw new Error(`Unknown upstream tool: ${name}`);
+      signal.throwIfAborted();
+      const deferred = vm.newPromise();
+      const audit = { name, arguments_sha256: digest(args) };
+      calls.push(audit);
+      const work = toolQueue.then(async () => {
+        const started = performance.now();
+        try {
+          signal.throwIfAborted();
+          const reply = await this.upstream.call(name, args, {
+            signal,
+            timeout: Math.max(1, deadline - Date.now()),
+            onprogress: options.onprogress,
+          });
+          audit.elapsed_ms = performance.now() - started;
+          audit.result_sha256 = digest(reply);
+          audit.is_error = reply.isError === true;
+          try {
+            const record = json(reply);
+            if (record.evidence_id) audit.evidence_id = record.evidence_id;
+            if (Array.isArray(record.evidence_links))
+              audit.evidence_links = record.evidence_links;
+            const partial = record.error?.details?.partial_observation;
+            if (partial?.kind === "retained-evidence")
+              audit.partial_evidence_id = partial.evidence_id;
+          } catch {
+            /* Non-JSON MCP content is still preserved in reply. */
+          }
+          const handle = fromJson(reply);
+          deferred.resolve(handle);
+          handle.dispose();
+        } catch (error) {
+          audit.transport_error = error.message;
+          const handle = fromJson({ name: error.name, message: error.message });
+          deferred.reject(handle);
+          handle.dispose();
+        } finally {
+          deferred.dispose();
+          pump();
+        }
+      });
+      const settled = work.catch((error) => {
+        failure = { message: error.message };
+        finished = true;
+      });
+      toolQueue = settled;
+      pending.add(settled);
+      void settled.then(() => pending.delete(settled));
+      // The callback transfers its returned handle to QuickJS. Keep the
+      // deferred's original host handle until settlement, with a separate
+      // guest handle; otherwise bulk promise cleanup shares one lifetime.
+      return deferred.handle.dup();
+    });
+    const doneHandle = vm.newFunction("done", (data) => {
+      value = JSON.parse(vm.getString(data));
+      finished = true;
+    });
+    const failHandle = vm.newFunction("fail", (error) => {
+      failure = vm.dump(error);
+      finished = true;
+    });
+    try {
+      vm.setProp(vm.global, "__call", callHandle);
+      vm.setProp(vm.global, "__done", doneHandle);
+      vm.setProp(vm.global, "__fail", failHandle);
+      checkedEval(`
+        const tools = Object.freeze(Object.fromEntries(${JSON.stringify([...this.byName.keys()])}.map(
+          name => [name, args => __call(name, JSON.stringify(args))]
+        )));
+        const json = reply => {
+          if (reply.structuredContent !== undefined) return reply.structuredContent;
+          const texts = reply.content.filter(item => item.type === 'text');
+          if (texts.length !== 1) throw new Error('Expected one REA JSON text block');
+          return JSON.parse(texts[0].text);
+        };
+      `).dispose();
+      promise = checkedEval(`(async () => {\n${code}\n})().then(
+        value => __done(JSON.stringify(value === undefined ? null : value)),
+        error => __fail({name: error?.name, message: error?.message ?? String(error)})
+      )`);
+      pump();
+      while (!finished && !signal.aborted) {
+        if (pending.size) await Promise.race(pending);
+        else
+          throw new Error(
+            "Guest promise cannot progress: no pending tool calls",
+          );
+        pump();
+      }
+      signal.throwIfAborted();
+      if (calls.some((call) => !call.result_sha256 && !call.transport_error)) {
+        controller.abort(
+          new Error("Code returned before awaiting all tool calls"),
+        );
+        await Promise.allSettled(pending);
+        failure = {
+          message:
+            "Code returned before awaiting all tool calls; calls were cancelled",
+        };
+      } else await Promise.allSettled(pending);
+    } catch (error) {
+      failure = { name: error.name, message: error.message };
+      controller.abort(error);
+      await Promise.allSettled(pending);
+    } finally {
+      clearTimeout(timer);
+      promise?.dispose();
+      callHandle.dispose();
+      doneHandle.dispose();
+      failHandle.dispose();
+      contexts.dispose();
+      runtime.dispose();
+    }
+    return {
+      catalog_sha256: this.catalogDigest,
+      calls,
+      ...(failure ? { bridge_error: failure } : { value }),
+    };
+  }
+}
+
+export function createBridgeServer(bridge) {
+  const server = new McpServer({
+    name: "rea-codemode-experiment",
+    version: "0.0.0",
+  });
+  const reply = (result) => ({
+    content: [{ type: "text", text: JSON.stringify(result) }],
+    ...(result.bridge_error ? { isError: true } : {}),
+  });
+  server.registerTool(
+    "rea_search",
+    {
+      description:
+        "Discover original upstream REA tools. Start with one domain word, e.g. query=android; query words must all occur. Query/empty discovery defaults to names and descriptions. Then supply all selected exact names together to obtain exact input schemas plus derived input/output TypeScript for code authoring. schemas=true/false overrides this choice. Request output_schemas=true only for original JSON validation contracts. rea_search and rea_execute are already declared bridge tools, not upstream catalog entries. catalog_sha256 hashes the SDK catalog, not REA server_identity.catalog.digests. Code calls tools.<name>(original_arguments); json(reply) parses the original MCP value.",
+      inputSchema: z.strictObject({
+        query: z.string().default(""),
+        names: z.array(z.string()).default([]),
+        schemas: z.boolean().optional(),
+        output_schemas: z.boolean().default(false),
+      }),
+      annotations: {
+        readOnlyHint: true,
+        destructiveHint: false,
+        idempotentHint: true,
+        openWorldHint: false,
+      },
+    },
+    async (input) => reply(await bridge.search(input)),
+  );
+  server.registerTool(
+    "rea_execute",
+    {
+      description:
+        "Run a JavaScript async function body with tools.<original_REA_name>(original_arguments), json(reply) and return. Await every call. json(reply) returns the original REA value: Evidence has normalized_result, evidence_id and limitations; session values have result. Select the needed normalized_result fields inside code before returning them with Evidence IDs and limitations. One upstream session persists. Calls run in order, including Promise.all. All original REA effects, validation and retention apply; projections are caller selections, not new Evidence. No host IO or imports. Call audit and Evidence IDs survive script errors. Default deadline 120s and guest memory 128 MiB; use longer deadline for native analysis.",
+      inputSchema: executeInputSchema,
+      annotations: {
+        readOnlyHint: false,
+        destructiveHint: true,
+        idempotentHint: false,
+        openWorldHint: true,
+      },
+    },
+    async (input, context) =>
+      reply(
+        await bridge.execute(input, {
+          signal: context.mcpReq.signal,
+          onprogress:
+            context.mcpReq._meta?.progressToken === undefined
+              ? undefined
+              : (progress) =>
+                  context.mcpReq.notify({
+                    method: "notifications/progress",
+                    params: {
+                      ...progress,
+                      progressToken: context.mcpReq._meta.progressToken,
+                    },
+                  }),
+        }),
+      ),
+  );
+  return server;
+}
+
+async function main() {
+  const [command, ...args] = process.argv.slice(2);
+  if (!command) throw new Error("Usage: node bridge.mjs COMMAND [ARG...]");
+  const upstream = await connectUpstream({ command, args, env: process.env });
+  const server = createBridgeServer(new CodeModeBridge(upstream));
+  let closing = false;
+  const close = async () => {
+    if (closing) return;
+    closing = true;
+    await server.close();
+    await upstream.close();
+  };
+  process.once("SIGINT", () => void close());
+  process.once("SIGTERM", () => void close());
+  const transport = new StdioServerTransport();
+  transport.onclose = () => void close();
+  await server.connect(transport);
+}
+
+if (process.argv[1] && import.meta.url === pathToFileURL(process.argv[1]).href)
+  main().catch((error) => {
+    console.error(error);
+    process.exitCode = 1;
+  });
@@ -0,0 +1,313 @@
+import assert from "node:assert/strict";
+import { after, before, test } from "node:test";
+import { fileURLToPath } from "node:url";
+import { Client } from "@modelcontextprotocol/client";
+import { StdioClientTransport } from "@modelcontextprotocol/client/stdio";
+import Ajv2020 from "ajv/dist/2020.js";
+import { CodeModeBridge, connectUpstream, json } from "./bridge.mjs";
+
+const entrypoint = fileURLToPath(
+  new URL("../../scripts/rea.mjs", import.meta.url),
+);
+const fixture = fileURLToPath(
+  new URL("../../tests/conformance/readiness/javascript-cli", import.meta.url),
+);
+const analysisArgs = {
+  input_path: fixture,
+  detail: "summary",
+  max_heap_mb: 128,
+};
+let upstream;
+let bridge;
+before(async () => {
+  upstream = await connectUpstream({
+    command: process.execPath,
+    args: [entrypoint, "mcp"],
+    env: { ...process.env, REA_LOG_LEVEL: "silent" },
+  });
+  bridge = new CodeModeBridge(upstream);
+});
+after(async () => {
+  await upstream?.close();
+});
+
+test("discovery preserves exact current REA schemas and names", async () => {
+  const result = await bridge.search({
+    names: ["binary_session"],
+    output_schemas: true,
+  });
+  assert.equal(result.total_tools, upstream.catalog.length);
+  const original = upstream.catalog.find(
+    (tool) => tool.name === "binary_session",
+  );
+  const { typescript, output_typescript, ...discovered } = result.tools[0];
+  assert.deepEqual(discovered, original);
+  assert.match(typescript, /export interface BinarySession_Input/);
+  assert.match(output_typescript, /export interface BinarySession_Output/);
+  const inputOnly = await bridge.search({ names: ["binary_session"] });
+  assert.deepEqual(inputOnly.tools[0].inputSchema, original.inputSchema);
+  assert.equal(inputOnly.tools[0].outputSchema, undefined);
+  assert.equal(inputOnly.tools[0].output_typescript, output_typescript);
+  const all = await bridge.search({ schemas: false });
+  assert.deepEqual(
+    all.tools.map((tool) => tool.name),
+    upstream.catalog.map((tool) => tool.name),
+  );
+  const query = await bridge.search({ query: "android" });
+  assert.ok(query.tools.length > 0);
+  assert.ok(query.tools.every((tool) => tool.inputSchema === undefined));
+  const querySchemas = await bridge.search({ query: "android", schemas: true });
+  assert.ok(querySchemas.tools.every((tool) => tool.inputSchema !== undefined));
+  const outputRequested = await bridge.search({
+    query: "android",
+    output_schemas: true,
+  });
+  assert.ok(
+    outputRequested.tools.every((tool) => tool.outputSchema !== undefined),
+  );
+  const missed = await bridge.search({
+    query: "android impossible_query_word",
+  });
+  assert.equal(missed.matched_tools, 0);
+  assert.ok(
+    missed.suggestions.some((tool) => tool.name === "inspect_android_package"),
+  );
+  assert.ok(missed.suggestions.every((tool) => tool.inputSchema === undefined));
+});
+
+test("raw original result and parsed result survive a real MCP call", async () => {
+  const result = await bridge.execute({
+    code: "const r = await tools.binary_session({}); return {raw:r, parsed:json(r)};",
+  });
+  assert.equal(result.bridge_error, undefined);
+  assert.deepEqual(json(result.value.raw), result.value.parsed);
+  assert.equal(result.calls[0].name, "binary_session");
+  assert.match(result.calls[0].result_sha256, /^[a-f0-9]{64}$/);
+  assert.equal(result.calls[0].is_error, false);
+});
+
+test("Promise.all calls settle in order without losing pending work", async () => {
+  const result = await bridge.execute({
+    code: "return await Promise.all([tools.binary_session({}), tools.binary_session({}), tools.binary_session({})]);",
+  });
+  assert.equal(result.bridge_error, undefined);
+  assert.equal(result.value.length, 3);
+  assert.equal(result.calls.length, 3);
+  assert.ok(result.calls.every((call) => call.result_sha256));
+});
+
+test("upstream invalid-input result remains an original MCP error envelope", async () => {
+  const args = {
+    input_path: "/nonexistent/rea-codemode-artifact",
+    detail: "summary",
+  };
+  const direct = await upstream.call("analyze_javascript_application", args);
+  const result = await bridge.execute({
+    code: `return await tools.analyze_javascript_application(${JSON.stringify(args)});`,
+  });
+  assert.equal(result.bridge_error, undefined);
+  assert.equal(result.value.isError, true);
+  assert.deepEqual(json(result.value).error, json(direct).error);
+  assert.equal(result.calls[0].is_error, true);
+});
+
+test("guest has no Node, filesystem, fetch or module-loading capabilities", async () => {
+  const result = await bridge.execute({
+    code: "return [typeof process,typeof require,typeof fetch,typeof Deno,Function('return typeof process')()];",
+  });
+  assert.deepEqual(result.value, Array(5).fill("undefined"));
+  const imported = await bridge.execute({
+    code: "return await import('node:fs');",
+  });
+  assert.ok(imported.bridge_error);
+});
+
+test("CPU deadline interrupts runaway code and the next execution works", async () => {
+  const result = await bridge.execute({
+    code: "while(true) {}",
+    timeout_ms: 20,
+  });
+  assert.ok(result.bridge_error);
+  assert.deepEqual(result.calls, []);
+  assert.equal((await bridge.execute({ code: "return 42;" })).value, 42);
+});
+
+test("guest allocation pressure fails within its heap budget and permits reuse", async () => {
+  const result = await bridge.execute({
+    code: "return new Array(1_000_000).fill('x');",
+    memory_bytes: 2 * 1024 * 1024,
+  });
+  assert.match(result.bridge_error.message, /memory/i);
+  assert.deepEqual(result.calls, []);
+  assert.equal((await bridge.execute({ code: "return 42;" })).value, 42);
+  assert.throws(() =>
+    bridge.execute({ code: "return 1;", timeout_ms: 2_147_483_648 }),
+  );
+});
+
+test("error after successful call preserves original Evidence reference", async () => {
+  const result = await bridge.execute({
+    code: `await tools.analyze_javascript_application(${JSON.stringify(analysisArgs)}); throw new Error('after-call');`,
+  });
+  assert.match(result.bridge_error.message, /after-call/);
+  assert.ok(result.calls[0].evidence_id);
+  assert.ok(result.calls[0].evidence_links.length > 0);
+  const readback = await upstream.call("get_evidence_bundle", {
+    detail: "summary",
+  });
+  assert.equal(readback.isError, undefined);
+  assert.ok(
+    JSON.stringify(json(readback)).includes(result.calls[0].evidence_id),
+  );
+  for (const evidence_id of result.calls[0].evidence_links) {
+    const view = json(
+      await upstream.call("inspect_analysis_view", {
+        source: { kind: "retained-evidence", evidence_id },
+        view: { kind: "summary" },
+      }),
+    );
+    assert.equal(view.normalized_result.parent_evidence_id, evidence_id);
+  }
+});
+
+test("provider timeout retains its actual partial Evidence reference", async () => {
+  const result = await bridge.execute({
+    code: `const reply = await tools.analyze_javascript_application(${JSON.stringify({ ...analysisArgs, analysis_timeout_ms: 1 })}); return json(reply);`,
+  });
+  const partial = result.value.error.details.partial_observation;
+  assert.equal(partial.kind, "retained-evidence");
+  assert.equal(result.calls[0].is_error, true);
+  assert.equal(result.calls[0].partial_evidence_id, partial.evidence_id);
+  const view = json(
+    await upstream.call("inspect_analysis_view", {
+      source: partial,
+      view: { kind: "summary" },
+    }),
+  );
+  assert.equal(view.normalized_result.parent_evidence_id, partial.evidence_id);
+});
+
+test("cancelling queued calls releases deferred handles and permits reuse", async () => {
+  let callStarted;
+  const started = new Promise((resolve) => {
+    callStarted = resolve;
+  });
+  const cancelled = new AbortController();
+  const controlled = new CodeModeBridge({
+    catalog: upstream.catalog,
+    async call(name, args, options) {
+      const reply = await upstream.call(name, args, options);
+      callStarted();
+      // A controlled delivery delay after a real result makes the queued
+      // cancellation deterministic, without simulating provider behavior.
+      await new Promise((resolve) => setTimeout(resolve, 50));
+      return reply;
+    },
+  });
+  const execution = controlled.execute(
+    {
+      code: "return await Promise.all([tools.binary_session({}), tools.binary_session({})]);",
+    },
+    { signal: cancelled.signal },
+  );
+  await started;
+  cancelled.abort(new Error("controlled queued cancellation"));
+  const result = await execution;
+  assert.ok(result.bridge_error);
+  assert.equal(result.calls.length, 2);
+  assert.match(
+    result.calls[1].transport_error,
+    /controlled queued cancellation/,
+  );
+  assert.equal((await controlled.execute({ code: "return 42;" })).value, 42);
+});
+
+test("a guest promise without any producer fails without hanging", async () => {
+  const result = await bridge.execute({
+    code: "return await new Promise(() => {});",
+  });
+  assert.match(result.bridge_error.message, /cannot progress/);
+});
+
+test("bridge's two tools are usable through actual downstream stdio MCP", async () => {
+  const transport = new StdioClientTransport({
+    command: process.execPath,
+    args: [
+      fileURLToPath(new URL("./bridge.mjs", import.meta.url)),
+      process.execPath,
+      entrypoint,
+      "mcp",
+    ],
+    env: { ...process.env, REA_LOG_LEVEL: "silent" },
+    stderr: "inherit",
+  });
+  const client = new Client({ name: "codemode-boundary-test", version: "1" });
+  try {
+    await client.connect(transport);
+    const catalog = await client.listTools();
+    assert.deepEqual(
+      catalog.tools.map((tool) => tool.name),
+      ["rea_search", "rea_execute"],
+    );
+    const ajv = new Ajv2020({ strict: true });
+    const byName = new Map(catalog.tools.map((tool) => [tool.name, tool]));
+    for (const tool of catalog.tools) {
+      assert.equal(
+        tool.inputSchema.$schema ??
+          "https://json-schema.org/draft/2020-12/schema",
+        "https://json-schema.org/draft/2020-12/schema",
+      );
+      assert.equal(
+        ajv.validateSchema(tool.inputSchema),
+        true,
+        ajv.errorsText(),
+      );
+    }
+    const validate = ajv.compile(byName.get("rea_execute").inputSchema);
+    assert.equal(
+      validate({ code: "return 1;", timeout_ms: 2_147_483_647 }),
+      true,
+    );
+    assert.equal(
+      validate({ code: "return 1;", timeout_ms: 2_147_483_648 }),
+      false,
+    );
+    assert.equal(
+      validate({ code: "return 1;", memory_bytes: 128 * 1024 * 1024 + 1 }),
+      false,
+    );
+    const found = json(
+      await client.callTool({
+        name: "rea_search",
+        arguments: { names: ["binary_session"] },
+      }),
+    );
+    assert.equal(found.matched_tools, 1);
+    const result = json(
+      await client.callTool({
+        name: "rea_execute",
+        arguments: {
+          code: "return json(await tools.binary_session({}));",
+        },
+      }),
+    );
+    assert.equal(result.value.result.open, false);
+    const invalid = await client.callTool({
+      name: "rea_execute",
+      arguments: { code: 7 },
+    });
+    assert.equal(invalid.isError, true);
+    const oversized = await client.callTool({
+      name: "rea_execute",
+      arguments: { code: "return 1;", timeout_ms: 2_147_483_648 },
+    });
+    assert.equal(oversized.isError, true);
+    const oversizedMemory = await client.callTool({
+      name: "rea_execute",
+      arguments: { code: "return 1;", memory_bytes: 128 * 1024 * 1024 + 1 },
+    });
+    assert.equal(oversizedMemory.isError, true);
+  } finally {
+    await client.close();
+  }
+});
@@ -0,0 +1,90 @@
+{
+  "schema_version": 1,
+  "artifacts": [
+    {
+      "id": "sharex.dll",
+      "file": "ShareX.dll",
+      "bytes": 2162688,
+      "sha256": "191a191be964e434daf0f9d76d1e0d8ddce90d7e248cba2a6b5ac9577f288d53",
+      "provenance": {
+        "project": "ShareX",
+        "version": "19.0.2",
+        "upstreamFile": "ShareX-19.0.2-portable.zip",
+        "url": "https://github.com/ShareX/ShareX/releases/download/v19.0.2/ShareX-19.0.2-portable.zip",
+        "transport_sha256": "967b5d838df5ce25fb5fd7cbd16f1bd797427e2df16907b022b74a4bc0fb9d54",
+        "transport_bytes": 168796487,
+        "derivation": "selected regular ZIP member ShareX.dll"
+      }
+    },
+    {
+      "id": "sqlite.wasm",
+      "file": "sqlite3.wasm",
+      "bytes": 868907,
+      "sha256": "2ee8f3dab694532afc8840e07703127287662d08b74e6ff50491ce63f00d5752",
+      "provenance": {
+        "project": "SQLite Wasm",
+        "version": "3.53.4-build1",
+        "upstreamFile": "sqlite-wasm-3.53.4-build1.tgz",
+        "url": "https://registry.npmjs.org/@sqlite.org/sqlite-wasm/-/sqlite-wasm-3.53.4-build1.tgz",
+        "transport_sha256": "24f46db4ce5248fa8f8f24b67e81909ab1a9c152f42a4796a32c6d385a6fb62b",
+        "transport_bytes": 977616,
+        "transport_integrity": "sha512-U8pvL0patYHMgieD8JxxYJTlh9m1LUX8+BDYb7MiKQzBI89f2qbdmdcG/PvnPaLm9wsBbv4VlVG453ixnxBOnA==",
+        "derivation": "selected regular tar member package/dist/sqlite3.wasm"
+      }
+    },
+    {
+      "id": "obsidian.asar",
+      "file": "obsidian-1.14.4.asar",
+      "bytes": 27477966,
+      "sha256": "146ef8470d8cbb4a6db209bdc19bf2bad13350444186c0fd93c31087b142b92f",
+      "provenance": {
+        "project": "Obsidian",
+        "version": "1.14.4",
+        "upstreamFile": "obsidian-1.14.4.asar",
+        "transport": {
+          "file": "obsidian-1.14.4.asar.gz",
+          "url": "https://github.com/obsidianmd/obsidian-releases/releases/download/v1.14.4/obsidian-1.14.4.asar.gz",
+          "sha256": "d1ed428c363968774f0f3906e67d8a53a058ece0b6cdd924b07865977b2ada21",
+          "bytes": 9200670
+        },
+        "derivation": "gzip decompression"
+      }
+    },
+    {
+      "id": "newpipe.apk",
+      "file": "NewPipe_v0.29.1.apk",
+      "bytes": 11507122,
+      "sha256": "18447bfb1e06d113edc88df93f471827280de06f6f3d4dc42f56f28b9c1bab79",
+      "provenance": {
+        "project": "NewPipe",
+        "version": "0.29.1",
+        "upstreamFile": "NewPipe_v0.29.1.apk",
+        "url": "https://github.com/TeamNewPipe/NewPipe/releases/download/v0.29.1/NewPipe_v0.29.1.apk"
+      }
+    },
+    {
+      "id": "jq",
+      "file": "jq-linux-amd64",
+      "bytes": 2267912,
+      "sha256": "b1c22172dd303f3be49e935aa56aa48a8b7a46e0bc838b4997d3bb451495870f",
+      "provenance": {
+        "project": "jq",
+        "version": "1.8.2",
+        "upstreamFile": "jq-linux-amd64",
+        "url": "https://github.com/jqlang/jq/releases/download/jq-1.8.2/jq-linux-amd64"
+      }
+    },
+    {
+      "id": "openwrt.bin",
+      "file": "openwrt-25.12.5-ath79-generic-tplink_archer-c7-v5-squashfs-sysupgrade.bin",
+      "bytes": 7405862,
+      "sha256": "f15b16b36df7fce8a5cf1302320fdb428c3bb6fbc2949a4858afa257f4f364a2",
+      "provenance": {
+        "project": "OpenWrt Archer C7 v5",
+        "version": "25.12.5",
+        "upstreamFile": "openwrt-25.12.5-ath79-generic-tplink_archer-c7-v5-squashfs-sysupgrade.bin",
+        "url": "https://downloads.openwrt.org/releases/25.12.5/targets/ath79/generic/openwrt-25.12.5-ath79-generic-tplink_archer-c7-v5-squashfs-sysupgrade.bin"
+      }
+    }
+  ]
+}
@@ -0,0 +1,87 @@
+# Decision from the frozen Code Mode experiment
+
+Keep REA's existing CLI/MCP contracts as the default. Improve Evidence-aware
+workflow guidance and retain this two-tool bridge as an optional experiment.
+The measured Codex profiles do not justify a broad API refactor or a default
+switch to the external executor.
+
+## What supports that choice
+
+The [serial cohort](agent-results.json) contains sixteen real Codex CLI trials,
+configured with `gpt-5.6-terra` high, across Android, managed PE/CLI, Electron ASAR
+inventory, firmware and native Ghidra analysis. Twelve pass the strict requested
+fact/reference checks. Two bridge managed answers omit the classification's
+container field; two normal-MCP managed transcripts truncate a large producer
+envelope, preventing complete-envelope verification of one cited ID. Their
+remaining requested facts match the real-provider oracle. The complete-container
+assertion is stronger than the question's general classification wording.
+
+The bridge's Android repetitions take 48.231 and 134.555 seconds, compared with
+67.329 and 71.624 for normal MCP. The faster bridge trial composes three original
+operations once; the slower one performs seven original calls across five scripts.
+The faster trial uses typed discovery; this does not make the model reliably
+choose that workflow. Uncached input is lower in both bridge repetitions;
+output and latency vary. This is not a stable overall efficiency win.
+
+Managed bridge latency also varies, and its two answers omit the same field.
+Firmware's one-operation question takes 81.944 seconds with the bridge versus
+30.161 directly. Ghidra takes 334.642 versus 327.150 seconds, with sampled aggregate
+CPU times of 271.096 and 263.738 seconds. The bridge performs three original
+operations versus four directly, deriving containing identity from the analyzed
+procedure. Native analysis cost remains dominant with unchanged default settings.
+
+Obsidian inventory exposes a useful contract boundary: nested Evidence types leave
+their normalized payload generic. The model initially returns the whole inventory
+and repeats analysis. Giving both profiles the concrete manifest/occurrences
+layout yields a single focused bridge workflow: 101994 total input tokens versus
+263484 directly, but 40554 versus 41532 uncached tokens and 85.909 versus 67.540
+seconds. Clear producer/layout guidance matters; total context compression alone
+does not establish lower cost or latency. Cache pricing is not estimated here.
+
+Deterministic replays demonstrate large projection savings across real providers.
+They measure a known script, not the model's ability to discover and write it.
+SQLite WASM fails the frozen WABT parser on an unpadded DataCount row; Obsidian's
+full AST analysis times out with a retained partial reference. Inventory does not
+replace AST analysis. Neither failure is counted as a Code Mode success.
+
+## Migration scope
+
+Current users retain original operation names, arguments, provider choices,
+Evidence and session behavior. A client with equivalent execution support can use
+the existing registration and focused workflows. The installed Codex transcript
+does not expose its executor source, so its exact internal composition is unknown.
+
+For clients that need the bridge, use a separate opt-in profile for an investigation.
+The bridge owns one original REA connection and looks up live contracts by name.
+Its session and Evidence ledger are separate from another REA registration; do
+not mix target lifecycle calls or same-session IDs across those registrations.
+Derived TypeScript assists code authoring; original JSON schemas remain available.
+Original producer IDs, links, errors and partial-reference IDs survive auditing;
+caller projections do not become new Evidence records.
+
+The outer execution tool combines original effects and client requirements.
+This prototype has not forwarded roots/elicitation/sampling or preserved a client's
+per-original-operation approval flow. That capability boundary must be addressed
+before offering it as a production replacement. The guest's lack of host IO does
+not remove effects reachable through original REA tools.
+
+An additive producer-description improvement explaining nested payload layout is
+a smaller next candidate than changing names or inventing another workflow API.
+Original inputs and output defaults should remain intact. Provider analysis
+settings must be evaluated separately from discovery and projection improvements.
+
+## Verification limits
+
+These are descriptive samples with matching questions/provider settings per pair,
+mode-specific instructions and model-selected arguments. They do not provide
+confidence intervals, independent decompiler truth, Android/.NET runtime behavior,
+full native-function coverage, complete firmware reconstruction or Windows/IDA
+provider verification. Citations are checked against observed producer values and
+links, not resolved individually after session exit.
+
+Sixteen trials finish without sampled memory/task-limit events or resource aborts.
+Their maximum sampled memory is 1659744256 bytes (about 1.55 GiB), with at most
+126 tasks, under one CPU and a 4 GiB hard ceiling/3 GiB early stop. Copied profiles
+are removed. Twelve actual stdio tests additionally cover cancellation, partial
+Evidence readback, guest allocation failure/recovery, and advertised schema
+validation. The earlier 2 GiB build-scope kill remains a documented failed build.
@@ -0,0 +1,249 @@
+"""Check requested JSON facts and real Evidence references against a replay oracle."""
+
+import argparse
+import hashlib
+import json
+from pathlib import Path
+
+
+def required_field(row, key):
+    return row[key] if key in row else {'missing_field': key}
+
+
+def same_fact(actual, expected):
+    if isinstance(actual, bool) or isinstance(expected, bool):
+        return type(actual) is type(expected) and actual == expected
+    if isinstance(expected, dict):
+        return isinstance(actual, dict) and actual.keys() == expected.keys() and all(
+            same_fact(actual[key], value) for key, value in expected.items())
+    if isinstance(expected, list):
+        return isinstance(actual, list) and len(actual) == len(expected) and all(
+            same_fact(a, b) for a, b in zip(actual, expected))
+    return actual == expected
+
+
+def evidence_ids(value):
+    if isinstance(value, str):
+        return {value} if value.startswith('ev_') and len(value) == 67 else set()
+    if isinstance(value, dict):
+        return set().union(*(evidence_ids(v) for v in value.values()))
+    if isinstance(value, list):
+        return set().union(*(evidence_ids(v) for v in value))
+    return set()
+
+
+def read_answer(path):
+    source = path.read_text().strip()
+    lines = source.splitlines()
+    # Accept a single complete JSON fence, never repair prose or partial JSON.
+    if len(lines) >= 3 and lines[0] == '```json' and lines[-1] == '```':
+        source = '\n'.join(lines[1:-1])
+        answer_format = 'markdown_json'
+    else:
+        answer_format = 'json'
+    answer = json.loads(source)
+    if not isinstance(answer, dict):
+        raise ValueError('Answer is not a JSON object')
+    return answer, answer_format
+
+
+def requested_facts(value, task):
+    if task == 'native':
+        facts = {field: value.get(field) for field in [
+            'artifact_sha256', 'entry_address', 'containing_procedure',
+            'procedure', 'pseudocode_prefix', 'caller_count', 'callee_count']}
+        containing = facts['containing_procedure']
+        if isinstance(containing, dict) and containing.get('found', True) is True and \
+                containing.get('query_address', facts['entry_address']) == facts['entry_address']:
+            identity = containing.get('procedure', containing)
+            if isinstance(identity, dict):
+                facts['containing_procedure'] = {key: identity.get(key) for key in ['address', 'name']}
+        return facts
+    if task == 'electron-inventory':
+        facts = {field: value.get(field) for field in [
+            'artifact_sha256', 'manifest', 'entry_kind_counts', 'requested_paths',
+            'integrity_contradictions', 'coverage', 'unexplored_branches']}
+        paths = facts['requested_paths']
+        if isinstance(paths, dict) and set(paths) == {'package.json', 'main.js', 'preload.js'}:
+            if all(isinstance(rows, list) and all(isinstance(row, dict) and
+                   row.get('logical_path') == name for row in rows)
+                   for name, rows in paths.items()):
+                paths = [row for rows in paths.values() for row in rows]
+        if isinstance(paths, list) and all(isinstance(row, dict) and
+                                          isinstance(row.get('logical_path'), str) for row in paths):
+            paths = sorted(paths, key=lambda row: row['logical_path'])
+        facts['requested_paths'] = paths
+        contradictions = facts['integrity_contradictions']
+        if isinstance(contradictions, dict) and set(contradictions) == {'inspection', 'inventory'}:
+            if all(rows == [] for rows in contradictions.values()):
+                facts['integrity_contradictions'] = []
+        branches = facts['unexplored_branches']
+        if isinstance(branches, list) and all(isinstance(row, dict) for row in branches):
+            # Branch identity includes the source Evidence identity. Compare its
+            # reported meaning here and verify its actual source reference below.
+            facts['unexplored_branches'] = [{key: row.get(key) for key in [
+                'reason', 'detail', 'next_probe']} for row in branches]
+        return facts
+    if task == 'firmware':
+        result = value.get('result')
+        if not isinstance(result, dict):
+            result = {}
+        engine = result.get('engine', result.get('provider'))
+        if isinstance(engine, dict):
+            engine = {'version': engine.get('version'),
+                      'executable_sha256': engine.get('executable_sha256',
+                                                    engine.get('engine_artifact_sha256'))}
+        regions = result.get('regions')
+        if isinstance(regions, list) and all(isinstance(row, dict) for row in regions):
+            # Binwalk's UUID is run-local; preserve it in the answer but do not
+            # compare it with the independent replay's different occurrence ID.
+            selected_regions = []
+            for row in regions:
+                selected = {key: row.get(key) for key in [
+                    'offset', 'signature', 'description', 'reported_confidence']}
+                if 'reported_size' in row:
+                    size = row['reported_size']
+                elif 'reported_extent_bytes' in row:
+                    size = row['reported_extent_bytes']
+                else:
+                    extent = row.get('reported_extent')
+                    size = None
+                    if isinstance(extent, dict) and extent.get('offset') == row.get('offset'):
+                        length = extent.get('length')
+                        offset = row.get('offset')
+                        if isinstance(length, int) and isinstance(offset, int) and \
+                                extent.get('end_exclusive') == offset + length:
+                            size = length
+                selected['reported_size'] = size
+                selected_regions.append(selected)
+            regions = selected_regions
+        return {'artifact_sha256': value.get('artifact_sha256'),
+                'engine': engine, 'input_size': result.get('input_size', result.get('input_size_bytes')),
+                'regions': regions, 'coverage': result.get('coverage', result.get('examined_coverage'))}
+    if task == 'managed':
+        def selected(field, keys):
+            row = value.get(field)
+            return {key: required_field(row, key) for key in keys} if isinstance(row, dict) else row
+        coverage = value.get('coverage')
+        if isinstance(coverage, dict):
+            coverage = {'managed_artifact': coverage.get('managed_artifact'),
+                        'native_boundaries': coverage.get('native_boundaries',
+                                                          coverage.get('managed_native_boundaries'))}
+            coverage = {key: {field: row.get(field) for field in ['state', 'issues']}
+                        if isinstance(row, dict) else row
+                        for key, row in coverage.items() if key in ['managed_artifact', 'native_boundaries']}
+        return {
+            'artifact_sha256': value.get('artifact_sha256'),
+            'assembly': selected('assembly', ['name', 'version']),
+            'module': selected('module', ['name', 'mvid']),
+            'classification': value.get('classification'),
+            'target_frameworks': value.get('target_frameworks'),
+            'native_boundaries': selected('native_boundaries', ['module_refs', 'pinvoke_imports']),
+            'coverage': coverage,
+        }
+    facts = {field: value.get(field) for field in [
+        'artifact_sha256', 'package_name', 'version_name', 'version_code', 'matches', 'onCreate']}
+    methods = facts['onCreate']
+    if isinstance(methods, list) and all(isinstance(row, dict) for row in methods):
+        facts['onCreate'] = [{key: required_field(row, key) for key in [
+            'reported_signature', 'overload_index', 'dex_descriptor']} for row in methods]
+    return facts
+
+
+def producer_ids(reply):
+    if not isinstance(reply, dict):
+        return set(), 0
+    ids = evidence_ids(reply.get('evidence_id'))
+    ids |= evidence_ids(reply.get('evidence_links'))
+    for call in reply.get('calls', []):
+        ids |= evidence_ids(call.get('evidence_id'))
+        ids |= evidence_ids(call.get('evidence_links'))
+        ids |= evidence_ids(call.get('partial_evidence_id'))
+    unreadable = 0
+    # SDK envelopes and Codex JSONL use distinct declared field spellings.
+    for field in ['structuredContent', 'structured_content']:
+        nested_ids, nested_unreadable = producer_ids(reply.get(field))
+        ids |= nested_ids
+        unreadable += nested_unreadable
+    for content in reply.get('content', []):
+        if content.get('type') != 'text':
+            continue
+        try:
+            value = json.loads(content['text'])
+        except ValueError:
+            unreadable += 1
+            continue
+        nested_ids, nested_unreadable = producer_ids(value)
+        ids |= nested_ids
+        unreadable += nested_unreadable
+    return ids, unreadable
+
+
+def main():
+    parser = argparse.ArgumentParser()
+    parser.add_argument('--trial', type=Path, required=True)
+    parser.add_argument('--oracle', type=Path, required=True)
+    parser.add_argument('--task', choices=[
+        'android', 'managed', 'native', 'firmware', 'electron-inventory'], default='android')
+    args = parser.parse_args()
+    oracle = json.loads(args.oracle.read_text())
+    if oracle.get('failure') or not oracle.get('projection'):
+        raise SystemExit('A failed replay is not a factual oracle')
+    projection = oracle['projection']
+    if args.task == 'managed':
+        projection = {**projection, 'coverage': {
+            'managed_artifact': projection['coverage'],
+            'native_boundaries': projection['native_boundaries']['coverage'],
+        }}
+    expected = requested_facts(projection, args.task)
+    # A task explicitly chooses these assertions; do not grade unrequested fields.
+    if any(value is None for value in expected.values()):
+        raise SystemExit('Replay does not contain the selected task facts')
+    failures = []
+    answer_format = None
+    answer_path = args.trial / 'answer.txt'
+    try:
+        answer, answer_format = read_answer(answer_path)
+    except (FileNotFoundError, ValueError) as error:
+        answer = {}
+        failures.append({'kind': 'answer_parse_failure', 'reason': str(error)})
+    actual_facts = requested_facts(answer, args.task)
+    for field, wanted in expected.items():
+        actual = actual_facts[field]
+        if not same_fact(actual, wanted):
+            failures.append({'kind': 'fact_mismatch', 'field': field,
+                             'expected': wanted, 'actual': actual})
+    observed = set()
+    unreadable = 0
+    for line in (args.trial / 'events.jsonl').read_text().splitlines():
+        event = json.loads(line)
+        item = event.get('item', {})
+        if event.get('type') != 'item.completed' or item.get('type') != 'mcp_tool_call':
+            continue
+        # Only producer envelopes and bridge audit IDs establish retention.
+        ids, skipped = producer_ids(item.get('result') or {})
+        observed |= ids
+        unreadable += skipped
+    cited = evidence_ids(answer.get('evidence_ids'))
+    if args.task == 'electron-inventory':
+        for branch in answer.get('unexplored_branches', []):
+            if isinstance(branch, dict):
+                cited |= evidence_ids(branch.get('evidence_id'))
+    if not cited:
+        failures.append({'kind': 'missing_evidence_references'})
+    if cited - observed:
+        failures.append({'kind': 'unobserved_evidence_ids', 'ids': sorted(cited - observed)})
+    result = {'task': args.task,
+              'grader_sha256': hashlib.sha256(Path(__file__).read_bytes()).hexdigest(),
+              'scope': 'producer_fact_parity_and_reference_existence_not_runtime_accuracy',
+              'passed': not failures, 'fact_assertions': len(expected),
+              'answer_format': answer_format,
+              'unreadable_result_texts': unreadable,
+              'cited_evidence_ids': sorted(cited), 'failures': failures}
+    (args.trial / 'grade.json').write_text(json.dumps(result, indent=2) + '\n')
+    print(json.dumps(result))
+    raise SystemExit(0 if result['passed'] else 1)
+
+
+if __name__ == '__main__':
+    main()
@@ -0,0 +1,518 @@
+{
+  "name": "rea-codemode-experiment",
+  "version": "0.0.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "rea-codemode-experiment",
+      "version": "0.0.0",
+      "dependencies": {
+        "@modelcontextprotocol/client": "2.3.1",
+        "@modelcontextprotocol/server": "2.3.1",
+        "js-tiktoken": "1.0.21",
+        "json-schema-to-typescript": "16.0.0",
+        "quickjs-emscripten": "0.32.0",
+        "zod": "4.3.6"
+      },
+      "devDependencies": {
+        "ajv": "8.20.0"
+      },
+      "engines": {
+        "node": "24.18.0"
+      }
+    },
+    "node_modules/@apidevtools/json-schema-ref-parser": {
+      "version": "11.9.3",
+      "resolved": "https://registry.npmjs.org/@apidevtools/json-schema-ref-parser/-/json-schema-ref-parser-11.9.3.tgz",
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+      "license": "MIT",
+      "dependencies": {
+        "@jsdevtools/ono": "^7.1.3",
+        "@types/json-schema": "^7.0.15",
+        "js-yaml": "^4.1.0"
+      },
+      "engines": {
+        "node": ">= 16"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/philsturgeon"
+      }
+    },
+    "node_modules/@apidevtools/json-schema-ref-parser/node_modules/js-yaml": {
+      "version": "4.3.2",
+      "resolved": "https://registry.npmjs.org/js-yaml/-/js-yaml-4.3.2.tgz",
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+      "funding": [
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/puzrin"
+        },
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/nodeca"
+        }
+      ],
+      "license": "MIT",
+      "dependencies": {
+        "argparse": "^2.0.1"
+      },
+      "bin": {
+        "js-yaml": "bin/js-yaml.js"
+      }
+    },
+    "node_modules/@jitl/quickjs-ffi-types": {
+      "version": "0.32.0",
+      "resolved": "https://registry.npmjs.org/@jitl/quickjs-ffi-types/-/quickjs-ffi-types-0.32.0.tgz",
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+      "license": "MIT"
+    },
+    "node_modules/@jitl/quickjs-wasmfile-debug-asyncify": {
+      "version": "0.32.0",
+      "resolved": "https://registry.npmjs.org/@jitl/quickjs-wasmfile-debug-asyncify/-/quickjs-wasmfile-debug-asyncify-0.32.0.tgz",
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+      "license": "MIT",
+      "dependencies": {
+        "@jitl/quickjs-ffi-types": "0.32.0"
+      }
+    },
+    "node_modules/@jitl/quickjs-wasmfile-debug-sync": {
+      "version": "0.32.0",
+      "resolved": "https://registry.npmjs.org/@jitl/quickjs-wasmfile-debug-sync/-/quickjs-wasmfile-debug-sync-0.32.0.tgz",
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+      "license": "MIT",
+      "dependencies": {
+        "@jitl/quickjs-ffi-types": "0.32.0"
+      }
+    },
+    "node_modules/@jitl/quickjs-wasmfile-release-asyncify": {
+      "version": "0.32.0",
+      "resolved": "https://registry.npmjs.org/@jitl/quickjs-wasmfile-release-asyncify/-/quickjs-wasmfile-release-asyncify-0.32.0.tgz",
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+      "license": "MIT",
+      "dependencies": {
+        "@jitl/quickjs-ffi-types": "0.32.0"
+      }
+    },
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@@ -0,0 +1,26 @@
+{
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+    "zod": "4.3.6"
+  },
+  "devDependencies": {
+    "ajv": "8.20.0"
+  }
+}
--- a/Show More
+++ b/Show More