HEL-691: deploy S6 visual sweep (feat/hel-685-visual-sweep @ bc24370)

- app.css 删除 8 个无引用 legacy 别名，新增 --id-1..5 身份灰阶实色阶
- 画布去紫罗兰二级 palette（tokens.css 删除，改用全站 token）
- 画布/镜头台/智能体/omni/视频组件硬编码色全部归位 token
- agentPalette 彩色身份色改为显影灰阶 --id 阶；修复 3 处相纸白底白字不可读
- WorkflowLibrary 试运行抽屉焦点还原（异步禁用触发键丢焦）修复
- e2e: fpages/import 色值断言对齐现行 token；新增 hel685 走查脚本
  （1440/1024/390 截图 + 控制台错误 + 减动效 + 键盘焦点 + 对比度探针）；
  pagination 空库自举；fpages 增加逐页控制台错误检查

Co-authored-by: multica-agent <github@multica.ai>

calliope-backend/scripts/build_widget_orders.py

@@ -0,0 +1,128 @@
+"""Regenerate ``src/calliope/comfyui/ui_widget_orders.py`` (HEL-681).
+
+Offline widget-order registry for the UI→API converter. Sources, in priority:
+
+1. ``widgets_values_named`` instances across ``example_ComfyUI_workflows``
+   (including subgraph inner nodes) — the frontend serializes named widgets
+   in widget order, so the key order IS the serialization order;
+2. the repo's 10 ground-truth API exports (root ``*_API.json``) — scalar
+   input names in export order (control_after_generate entries are absent
+   there; the converter's walk skips them positionally).
+
+Run from anywhere inside the repo:
+    python scripts/build_widget_orders.py
+"""
+
+from __future__ import annotations
+
+import collections
+import json
+from pathlib import Path
+
+BACKEND = Path(__file__).resolve().parents[1]
+REPO = BACKEND.parent
+EXAMPLES = REPO / "example_ComfyUI_workflows"
+OUT = BACKEND / "src" / "calliope" / "comfyui" / "ui_widget_orders.py"
+
+BUTTONS = {"preview", "audioUI", "compare_view", "ToggleableColorPicker", "imagebrowser"}
+MAX_SIGNATURES = 3
+MAX_ORDER_LEN = 48
+
+# Hand-curated fallbacks for node classes the corpus never serializes with
+# names (classic core/custom widgets whose order is stable and public).
+CURATED: dict[str, list[list[str]]] = {
+    "PrimitiveNode": [["value"]],
+    "Seed (rgthree)": [["seed"]],
+}
+
+
+def _iter_ui_nodes() -> list[dict]:
+    nodes: list[dict] = []
+    for path in sorted(EXAMPLES.rglob("*.json")):
+        try:
+            data = json.loads(path.read_text(encoding="utf-8"))
+        except (json.JSONDecodeError, OSError):
+            continue
+        if not (isinstance(data, dict) and isinstance(data.get("nodes"), list)):
+            continue
+        nodes.extend(n for n in data["nodes"] if isinstance(n, dict))
+        for sub in data.get("definitions", {}).get("subgraphs", []) or []:
+            if isinstance(sub, dict):
+                nodes.extend(n for n in sub.get("nodes", []) or [] if isinstance(n, dict))
+    return nodes
+
+
+def _iter_api_workflows() -> list[dict]:
+    out: list[dict] = []
+    for path in sorted(EXAMPLES.glob("*_API.json")):
+        try:
+            data = json.loads(path.read_text(encoding="utf-8"))
+        except (json.JSONDecodeError, OSError):
+            continue
+        if isinstance(data, dict) and "nodes" not in data:
+            out.append(data)
+    return out
+
+
+def main() -> None:
+    learned: dict[str, collections.Counter[tuple[str, ...]]] = collections.defaultdict(
+        collections.Counter
+    )
+    for node in _iter_ui_nodes():
+        named = node.get("widgets_values_named")
+        if not isinstance(named, dict) or not named:
+            continue
+        keys = tuple(
+            str(k) for k in named.keys() if k and k not in BUTTONS
+        )
+        if keys and len(keys) <= MAX_ORDER_LEN:
+            learned[str(node.get("type") or "")][keys] += 1
+
+    for workflow in _iter_api_workflows():
+        for node in workflow.values():
+            if not isinstance(node, dict):
+                continue
+            names = [
+                str(k)
+                for k, v in (node.get("inputs") or {}).items()
+                if not isinstance(v, list) and k and k not in BUTTONS
+            ]
+            if len(names) > MAX_ORDER_LEN:
+                continue
+            # Display nodes (PreviewAny…) carry zero scalar inputs — that
+            # empty order is real signal: their positional arrays are pure
+            # button leftovers and map to {}.
+            learned[str(node.get("class_type") or "")][tuple(names)] += 1
+
+    registry: dict[str, list[list[str]]] = {}
+    for node_type, counter in sorted(learned.items()):
+        if not node_type:
+            continue
+        orders: list[list[str]] = []
+        for signature, _count in counter.most_common(MAX_SIGNATURES):
+            orders.append(list(signature))
+        if orders:
+            registry[node_type] = orders
+    for node_type, orders in CURATED.items():
+        registry.setdefault(node_type, orders)
+
+    body = json.dumps(registry, ensure_ascii=False, indent=1, sort_keys=True)
+    OUT.write_text(
+        '"""GENERATED by scripts/build_widget_orders.py — do not edit by hand.\n'
+        "\n"
+        "Widget-order registry for the UI→API converter: class_type → candidate\n"
+        "widget name orders, learned from the repo's named-widget UI files and\n"
+        "ground-truth API exports (HEL-681).\n"
+        '"""\n'
+        "\n"
+        "from __future__ import annotations\n"
+        "\n"
+        f"WIDGET_ORDERS: dict[str, list[list[str]]] = {body}\n",
+        encoding="utf-8",
+    )
+    total = sum(len(o) for orders in registry.values() for o in orders)
+    print(f"wrote {OUT.name}: {len(registry)} node types, {total} orders total")
+
+
+if __name__ == "__main__":
+    main()

calliope-backend/scripts/ui_import_dryrun.py

@@ -0,0 +1,170 @@
+"""Generate the HEL-681 dry-run report over the repo's UI workflow library.
+
+Walks ``example_ComfyUI_workflows`` (or ``--root``), runs every file through
+the production converter + lint + parser pipeline (exactly what
+``POST /api/workflows/convert`` does, minus HTTP), and writes a JSON detail
+file plus a human-readable Markdown summary. Read-only: nothing is imported,
+no DB is touched.
+
+Usage:
+    python scripts/ui_import_dryrun.py [--root DIR] [--out PREFIX]
+"""
+
+from __future__ import annotations
+
+import argparse
+import collections
+import json
+import sys
+from pathlib import Path
+
+BACKEND = Path(__file__).resolve().parents[1]
+sys.path.insert(0, str(BACKEND / "src"))
+
+from calliope.comfyui.lint import workflow_warnings  # noqa: E402
+from calliope.comfyui.metadata import suggested_metadata  # noqa: E402
+from calliope.comfyui.parser import classify_usage  # noqa: E402
+from calliope.comfyui.ui_convert import convert_ui_workflow  # noqa: E402
+
+REPO = BACKEND.parent
+
+
+def main() -> int:
+    parser = argparse.ArgumentParser()
+    parser.add_argument("--root", default=str(REPO / "example_ComfyUI_workflows"))
+    parser.add_argument("--out", default=str(REPO / "dryrun_report"))
+    args = parser.parse_args()
+    root = Path(args.root)
+    out_prefix = Path(args.out)
+
+    entries = []
+    for path in sorted(root.rglob("*.json")):
+        try:
+            data = json.loads(path.read_text(encoding="utf-8"))
+        except (json.JSONDecodeError, OSError) as exc:
+            entries.append(
+                {
+                    "source_path": str(path.relative_to(root)),
+                    "status": "fail",
+                    "issues": [{"code": "unreadable", "message": str(exc)}],
+                }
+            )
+            continue
+        if not (isinstance(data, dict) and isinstance(data.get("nodes"), list)):
+            continue  # API-format / non-workflow files are out of scope
+        rel = str(path.relative_to(root))
+        result = convert_ui_workflow(data)
+        entry: dict = {
+            "source_path": rel,
+            "status": result.status,
+            "needs_confirmation": result.needs_confirmation,
+            "issues": [
+                {"node_id": i.node_id, "code": i.code, "level": i.level, "message": i.message}
+                for i in result.issues
+            ],
+        }
+        if result.workflow is not None:
+            entry["node_count"] = len(result.workflow)
+            entry["suggested"] = suggested_metadata(result.workflow, rel, data)
+            errors = [w for w in workflow_warnings(result.workflow) if w["level"] == "error"]
+            entry["lint_errors"] = [e["code"] for e in errors]
+            entry["importable"] = not result.needs_confirmation and not errors
+        else:
+            entry["importable"] = False
+        entries.append(entry)
+
+    counts = collections.Counter(e["status"] for e in entries)
+    code_counts = collections.Counter(
+        i["code"] for e in entries for i in e["issues"]
+    )
+    category_counts = collections.Counter(
+        (e.get("suggested") or {}).get("category") or "?" for e in entries
+    )
+    family_counts = collections.Counter(
+        (e.get("suggested") or {}).get("model_family") or "?" for e in entries
+    )
+    importable = sum(1 for e in entries if e.get("importable"))
+    needs_confirmation = sum(1 for e in entries if e["needs_confirmation"])
+    lint_blocked = [e for e in entries if e.get("lint_errors")]
+
+    detail = {
+        "root": str(root),
+        "total": len(entries),
+        "status_counts": dict(counts),
+        "issue_code_counts": dict(code_counts),
+        "importable": importable,
+        "needs_confirmation": needs_confirmation,
+        "lint_blocked": [e["source_path"] for e in lint_blocked],
+        "files": entries,
+    }
+    out_prefix.parent.mkdir(parents=True, exist_ok=True)
+    (out_prefix.with_suffix(".json")).write_text(
+        json.dumps(detail, ensure_ascii=False, indent=1), encoding="utf-8"
+    )
+
+    lines = [
+        "# HEL-681 工作流 UI→API 转换 dry-run 报告",
+        "",
+        f"- 扫描目录：`{root}`（根目录 10 个 API 格式旧文件不在本管线范围）",
+        f"- UI 格式文件总数：**{len(entries)}**",
+        f"- 转换结果：ok **{counts.get('ok', 0)}** / warn **{counts.get('warn', 0)}** / fail **{counts.get('fail', 0)}**",
+        f"- 其中「需人工确认」（控件无法可靠映射，禁止直接导入）：**{needs_confirmation}**",
+        f"- 通过转换＋lint 后可直接导入：**{importable}**",
+        f"- 转换成功但被现有 lint 拦截（导入时按阻止处理）：**{len(lint_blocked)}**",
+        "",
+        "## 分类分布（自动提取）",
+        "",
+        "| 分类 | 数量 |",
+        "|---|---|",
+    ]
+    for cat, n in sorted(category_counts.items()):
+        lines.append(f"| {cat} | {n} |")
+    lines += ["", "## 模型家族分布（自动提取）", "", "| 家族 | 数量 |", "|---|---|"]
+    for fam, n in sorted(family_counts.items(), key=lambda kv: -kv[1]):
+        lines.append(f"| {fam} | {n} |")
+    lines += ["", "## 问题代码统计", "", "| 代码 | 次数 | 含义 |", "|---|---|---|"]
+    meaning = {
+        "muted_input_dropped": "上游节点被静音，输入按未连接处理",
+        "variable_upstream_dropped": "Set/Get 变量上游被旁路，取值按未连接处理",
+        "get_without_set": "GetNode 没有同名 SetNode",
+        "widget_unmapped": "控件值无法可靠映射到输入名（需人工确认）",
+        "widget_order_mismatch": "控件数量与已知顺序不符（需人工确认）",
+        "no_output_node": "图中无已知输出节点，全部活跃节点保留待确认",
+        "cyclic_variable": "Set/Get 循环（FOR 循环流），该连线按未连接处理",
+        "dangling_link": "连线指向不存在的节点",
+    }
+    for code, n in code_counts.most_common():
+        lines.append(f"| `{code}` | {n} | {meaning.get(code, '')} |")
+    lines += ["", "## 需人工确认文件清单", ""]
+    for e in entries:
+        if e["needs_confirmation"]:
+            reasons = sorted({i["code"] for i in e["issues"]})[:3]
+            lines.append(f"- `{e['source_path']}`（{', '.join(reasons)}）")
+    lines += ["", "## lint 拦截文件清单", ""]
+    for e in lint_blocked:
+        lines.append(f"- `{e['source_path']}`（{', '.join(e['lint_errors'])}）")
+    lines += [
+        "",
+        "## 逐文件结果",
+        "",
+        "| 文件 | 状态 | 节点数 | 分类 | 模型家族 | 用途 | 问题 |",
+        "|---|---|---|---|---|---|---|",
+    ]
+    for e in entries:
+        sug = e.get("suggested") or {}
+        issues = collections.Counter(i["code"] for i in e["issues"])
+        issue_text = ", ".join(f"{c}×{n}" for c, n in issues.most_common(2)) or "-"
+        usage = sug.get("usage") or ("待定" if sug.get("usage_ambiguous") else "-")
+        lines.append(
+            f"| `{e['source_path']}` | {e['status']} | {e.get('node_count', '-')} "
+            f"| {sug.get('category') or '-'} | {sug.get('model_family') or '-'} "
+            f"| {usage} | {issue_text} |"
+        )
+    (out_prefix.with_suffix(".md")).write_text("\n".join(lines) + "\n", encoding="utf-8")
+    print(f"{len(entries)} files: {dict(counts)}, importable={importable}, nc={needs_confirmation}")
+    print(f"report → {out_prefix}.md / {out_prefix}.json")
+    return 0
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())

calliope-backend/src/calliope/comfyui/metadata.py

@@ -0,0 +1,160 @@
+"""Suggested workflow metadata for imports (HEL-681 / S2 data layer).
+
+Everything here derives from two honest sources: the repo directory the file
+came from (category) and the converted API graph itself (usage, media in/out,
+model family, note text). Per HEL-675's inventory, clean display names and
+tags stay human work — the suggestion is a starting point, never a guess that
+hides uncertainty.
+"""
+
+from __future__ import annotations
+
+import re
+from typing import Any
+
+from calliope.comfyui.parser import (
+    classify_usage,
+    parse_dynamic_inputs,
+    parse_dynamic_outputs,
+)
+
+# Repo top-level directory → (category key, display label). Directory names
+# are mapping sources only — they never surface to users verbatim.
+CATEGORY_DIRS: dict[str, tuple[str, str]] = {
+    "0-基础处理：图像合并-音频分离-视频截取合并-图像视频放大": ("basic", "基础处理"),
+    "1-语音生成": ("audio_tts", "语音生成"),
+    "2-音乐生成": ("music", "音乐生成"),
+    "3-图像生成": ("image", "图像生成"),
+    "4-视频生成": ("video", "视频生成"),
+    "5-数字人": ("digital_human", "数字人"),
+    "6-动作迁移": ("motion_transfer", "动作迁移"),
+}
+
+# Evidence patterns → model family. Shared VAE/text-encoder files must NOT
+# count (HEL-675: Anima/Z-Image graphs reference qwen_image_vae and get
+# mislabeled Qwen — `qwen.?image(?!_vae)` is deliberate).
+_FAMILY_PATTERNS: tuple[tuple[str, str], ...] = (
+    (r"minimax[_\-]?(music|_audio)|MiniMaxMusic", "MiniMax-Music"),
+    (r"minimax.?h3|minimax_h3|h3[-_]realism|fl2v[aa]?", "MiniMax-H3"),
+    (r"ltx[-_.]?2", "LTX-2.5"),
+    (r"ltx", "LTX"),
+    (r"krea", "Krea2"),
+    (r"qwen.?image(?!_vae)|qwen_image_2|qwen2vl|qwen3vl|Qwen3?[-.]?ASR|qwen3?[-_.]?tts", "Qwen"),
+    (r"z[._-]?image", "Z-Image"),
+    (r"flux", "Flux"),
+    (r"\bwan", "Wan"),
+    (r"ace[_-]?step", "ACE-Step"),
+    (r"index[_-]?tts", "IndexTTS2"),
+    (r"anima[-_.]?(turbo|klein)", "Anima"),
+    (r"sdpose", "SDPose"),
+    (r"gemma", "Gemma"),
+    (r"instantmesh|instant_mesh", "InstantMesh"),
+    (r"hidream", "HiDream"),
+)
+_FAMILY_RE = [(re.compile(pat, re.IGNORECASE), fam) for pat, fam in _FAMILY_PATTERNS]
+
+# Main-model loaders dominate the vote: a UNET/checkpoint reference says far
+# more about the workflow's family than a shared VAE or text encoder does.
+_PRIMARY_LOADER_RE = re.compile(r"UNETLoader|CheckpointLoader|unet|diffusion_model", re.IGNORECASE)
+
+# Directory names that carry family evidence the files' own widget values
+# lack (HEL-675: 14 krea2 files reference no "krea" string at all).
+_FAMILY_DIRS = (
+    (re.compile(r"krea2", re.IGNORECASE), "Krea2"),
+    (re.compile(r"Minimax-h3|uncensored", re.IGNORECASE), "MiniMax-H3"),
+    (re.compile(r"Z-Image", re.IGNORECASE), "Z-Image"),
+    (re.compile(r"Qwen-Image", re.IGNORECASE), "Qwen"),
+    (re.compile(r"^Anima$", re.IGNORECASE), "Anima"),
+    (re.compile(r"Flux", re.IGNORECASE), "Flux"),
+)
+
+_NOTE_TYPES = frozenset({"Note", "MarkdownNote"})
+
+
+def category_from_source_path(source_path: str | None) -> tuple[str | None, str | None]:
+    """(category key, label) derived from the file's repo-relative path."""
+    if not source_path:
+        return None, None
+    head = source_path.replace("\\", "/").split("/", 1)[0]
+    return CATEGORY_DIRS.get(head, (None, None))
+
+
+def model_family_from(workflow: dict[str, Any], source_path: str | None = None) -> str | None:
+    """The graph's dominant model family: main-model loader references weigh
+    triple, other node evidence single, and the repo sub-directory adds a
+    strong vote for families the widget values don't spell out."""
+    votes: dict[str, int] = {}
+    for node in workflow.values():
+        if not isinstance(node, dict):
+            continue
+        class_type = str(node.get("class_type") or "")
+        blob = " ".join(
+            [class_type]
+            + [str(v) for v in (node.get("inputs") or {}).values() if isinstance(v, str)]
+        )
+        weight = 3 if _PRIMARY_LOADER_RE.search(blob) else 1
+        for pattern, family in _FAMILY_RE:
+            if pattern.search(blob):
+                votes[family] = votes.get(family, 0) + weight
+                break  # one vote per node: strongest family that node shows
+    if source_path:
+        parts = source_path.replace("\\", "/").split("/")
+        for part in parts[1:2]:
+            for pattern, family in _FAMILY_DIRS:
+                if pattern.search(part):
+                    votes[family] = votes.get(family, 0) + 2
+    if not votes:
+        return None
+    return max(votes.items(), key=lambda kv: kv[1])[0]
+
+
+def note_description(ui_workflow: dict[str, Any], limit: int = 160) -> str | None:
+    """First non-trivial author note as description material (never final copy)."""
+    for node in ui_workflow.get("nodes") or []:
+        if not isinstance(node, dict) or str(node.get("type")) not in _NOTE_TYPES:
+            continue
+        values = node.get("widgets_values")
+        text = values[0] if isinstance(values, list) and values else None
+        if isinstance(values, dict):
+            text = values.get("text") or next(iter(values.values()), None)
+        if isinstance(text, str):
+            text = text.strip()
+            if len(text) >= 8:
+                return text[:limit].strip()
+    return None
+
+
+def suggested_metadata(
+    converted: dict[str, Any],
+    source_path: str | None = None,
+    ui_workflow: dict[str, Any] | None = None,
+) -> dict[str, Any]:
+    """The import suggestion bundle for one converted workflow."""
+    judgment = classify_usage(converted)
+    media_kinds = ("image", "image_list", "video", "video_list", "audio", "audio_list")
+    media_in = sorted(
+        {
+            entry["kind"].replace("_list", "")
+            for entry in parse_dynamic_inputs(converted)
+            if entry.get("kind") in media_kinds
+        }
+    )
+    media_out = sorted(
+        {
+            str(entry.get("kind"))
+            for entry in parse_dynamic_outputs(converted)
+            if entry.get("kind") in ("image", "video", "audio")
+        }
+    )
+    category, category_label = category_from_source_path(source_path)
+    return {
+        "kind": "video" if "video" in media_out and "image" not in media_out else "image",
+        "usage": judgment["usage"],
+        "usage_ambiguous": judgment["ambiguous"],
+        "category": category,
+        "category_label": category_label,
+        "model_family": model_family_from(converted, source_path),
+        "media_in": media_in,
+        "media_out": media_out,
+        "description": note_description(ui_workflow or {}),
+    }

calliope-backend/src/calliope/comfyui/parser.py

@@ -13,12 +13,14 @@ from calliope.comfyui.registry import (
     IMAGE_OUTPUT_CLASSES,
     IMAGE_URL_CLASSES,
     NUMBER_CLASSES,
+    OPTIONAL_FRAME_INPUTS,
     TEXT_AREA_CLASSES,
     VIDEO_CLASSES,
     VIDEO_OUTPUT_CLASSES,
     ComfyOutputKind,
     class_to_input_kind,
     class_to_output_kind,
+    optional_frame_sibling,
 )
 from calliope.comfyui.roles import (
     USAGE_VALUES,
@@ -689,6 +691,8 @@ def detect_untagged_inputs(workflow: dict[str, Any]) -> list[dict[str, Any]]:
                 )
             )
 
+    media = _with_optional_frames(workflow, media)
+
     results: list[dict[str, Any]] = []
     positives = [t for t in texts if not t[3]]
     negatives = [t for t in texts if t[3]]
@@ -732,6 +736,42 @@ def detect_untagged_inputs(workflow: dict[str, Any]) -> list[dict[str, Any]]:
     return results
 
 
+def _with_optional_frames(
+    workflow: dict[str, Any], media: list[dict[str, Any]]
+) -> list[dict[str, Any]]:
+    """Insert an optional slot after each frame slot whose node also accepts
+    an unwired optional frame (H3 FL2VA: 首帧 → 尾帧)."""
+    out = list(media)
+    for nid, node in sorted(
+        ((str(k), v) for k, v in workflow.items() if isinstance(v, dict)),
+        key=lambda kv: _node_sort_key(kv[0]),
+    ):
+        for field in OPTIONAL_FRAME_INPUTS.get(str(node.get("class_type") or ""), {}):
+            sibling = optional_frame_sibling(node, field)
+            if sibling is None:
+                continue
+            loader_id = str(node["inputs"][sibling][0])
+            loader = workflow.get(loader_id)
+            if not isinstance(loader, dict) or loader.get("class_type") not in IMAGE_CLASSES:
+                continue
+            at = next(
+                (
+                    i
+                    for i, e in enumerate(out)
+                    if e["nodeId"] == _key(loader_id, loader, "image")
+                ),
+                None,
+            )
+            if at is None:
+                continue
+            role, label = _FRAME_SLOT_ROLES[field]
+            out.insert(
+                at + 1,
+                _entry(f"{nid}{FIELD_KEY_SEP}{field}", label, role, "image", None, False),
+            )
+    return out
+
+
 def _is_negative(
     node_id: str, lowered_title: str, consumers: dict[str, list[tuple[str, str]]]
 ) -> bool:

calliope-backend/src/calliope/comfyui/patcher.py

@@ -11,6 +11,7 @@ from calliope.comfyui.registry import (
     VIDEO_CLASSES,
     VIDEO_FILE_CLASSES,
     class_to_patch_field,
+    optional_frame_sibling,
 )
 
 # Input keys of the form "<nodeId>@<widget>" target one named widget on a
@@ -142,6 +143,26 @@ def apply_media_group(
 apply_image_group = apply_media_group
 
 
+def apply_optional_frame(
+    workflow: dict[str, Any], node_id: str, field: str, sibling: str, path: str
+) -> None:
+    """Wire ``path`` into an unwired optional frame input (H3 ``last_frame``)
+    through a new LoadImage cloned from the ``sibling`` frame's loader."""
+    node = workflow[node_id]
+    inputs = dict(node.get("inputs") or {})
+    src = workflow.get(str(inputs[sibling][0]))
+    if isinstance(src, dict) and str(src.get("class_type") or "") in IMAGE_CLASSES:
+        loader = copy.deepcopy(src)
+    else:
+        loader = {"class_type": "LoadImage", "inputs": {}}
+    loader["inputs"] = {**(loader.get("inputs") or {}), "image": path}
+    loader["_meta"] = {"title": "尾帧" if field == "last_frame" else field}
+    nid = _next_node_id(workflow)
+    workflow[nid] = loader
+    inputs[field] = [nid, 0]
+    node["inputs"] = inputs
+
+
 def patch_workflow(
     base: dict[str, Any],
     values_by_node_id: dict[str, Any],
@@ -167,6 +188,10 @@ def patch_workflow(
                 if clean:
                     apply_media_group(patched, key, field, clean)
             continue
+        if field is not None and (sibling := optional_frame_sibling(node, field)):
+            if isinstance(value, str) and value.strip():
+                apply_optional_frame(patched, key, field, sibling, value)
+            continue
         if field is None:
             field = resolve_patch_field(node)
         elif isinstance(inputs.get(field), list):

calliope-backend/src/calliope/comfyui/registry.py

@@ -1,7 +1,7 @@
 """Unified class_type → kind + patch-field registry (MuseAgent port)."""
 from __future__ import annotations
 
-from typing import Literal
+from typing import Any, Literal
 
 ComfyInputKind = Literal["text", "textarea", "number", "image", "image_url", "audio", "video"]
 ComfyOutputKind = Literal["image", "video", "other"]
@@ -33,6 +33,24 @@ IMAGE_OUTPUT_CLASSES = frozenset(
     {"SaveImage", "PreviewImage", "SaveImageWebsocket", "ETN_SendImageWebSocket",
      "SaveImageAdvanced"}
 )
+# Frame-conditioned video nodes and the optional frame input an export may
+# leave unwired. MiniMax H3's FL2VA node takes `first_frame` plus an
+# optional `last_frame`; the studio offers the slot and the patcher adds
+# the LoadImage only when the user supplies that frame.
+OPTIONAL_FRAME_INPUTS: dict[str, dict[str, str]] = {
+    "MiniMaxH3ImageToVideo": {"last_frame": "first_frame"},
+}
+
+
+def optional_frame_sibling(node: dict[str, Any], field: str) -> str | None:
+    """The wired frame input an unwired optional ``field`` mirrors
+    (``last_frame`` → ``first_frame``); None when it does not apply."""
+    inputs = node.get("inputs") or {}
+    sibling = OPTIONAL_FRAME_INPUTS.get(str(node.get("class_type") or ""), {}).get(field)
+    if sibling is None or field in inputs:
+        return None
+    link = inputs.get(sibling)
+    return sibling if isinstance(link, list) and len(link) == 2 else None
 
 
 def class_to_input_kind(class_type: str) -> ComfyInputKind:

calliope-backend/src/calliope/comfyui/ui_convert.py

@@ -0,0 +1,801 @@
+"""UI→API converter for ComfyUI workflow JSON (HEL-681 / S2 data layer).
+
+ComfyUI saves two formats: the editor ("UI") format with ``nodes``/``links``
+arrays, and the API ("prompt") format ``{node_id: {class_type, inputs}}`` the
+product executes. This module converts UI→API offline and deterministically:
+
+* links are rewritten through ``Reroute`` chains and bypassed (mode 4) nodes;
+* packed subgraph instances (frontend ≥1.x ``definitions.subgraphs``) expand
+  into their inner nodes under qualified ids ``<packed>:<inner>`` — the same
+  scheme ComfyUI itself exports;
+* widget values map through, in priority order: the node's serialized input
+  list (entries carrying a ``widget`` marker — authoritative, this corpus's
+  frontend version always writes them), the ``widgets_values_named`` dict,
+  then a generated registry of widget orders learned from the corpus and the
+  repo's ground-truth API exports (``ui_widget_orders``).
+
+Anything that cannot be mapped with certainty is reported as an issue and the
+file is flagged ``needs_confirmation`` — never silently guessed: a wrong
+widget order produces a runnable-looking workflow with swapped seed/steps,
+which is worse than an honest「需人工确认」.
+"""
+
+from __future__ import annotations
+
+from dataclasses import dataclass, field
+from typing import Any
+
+from calliope.comfyui.ui_widget_orders import WIDGET_ORDERS
+
+# Values of the frontend-only "control_after_generate" control that serializes
+# right after every seed-like INT widget (and is not a real server input).
+_CONTROL_MODES = frozenset({"fixed", "increment", "decrement", "randomize"})
+
+# Widget names that are pure UI buttons/previews — never serialized in
+# widgets_values (named dicts skip them too) and never API inputs.
+_BUTTON_WIDGETS = frozenset(
+    {"preview", "audioUI", "compare_view", "ToggleableColorPicker", "imagebrowser"}
+)
+
+# Leftover positional values that are provably action buttons, not data:
+# known labels, self-describing ids, or emoji-prefixed actions. Anything
+# else left over keeps the file in the needs-confirmation queue.
+_BUTTON_LEFTOVER_LABELS = frozenset({"Edit", "lanpaint_star_button"})
+_BUTTON_LEFTOVER_EMOJI = ("🖼", "🎬", "🎵", "➕", "🔁", "🗑", "📂", "🔎", "✨")
+
+
+def _is_button_leftover(value: Any) -> bool:
+    if value is None or value == "":
+        return True
+    if isinstance(value, str):
+        return (
+            value in _BUTTON_LEFTOVER_LABELS
+            or "button" in value.lower()
+            or value.startswith(_BUTTON_LEFTOVER_EMOJI)
+        )
+    return False
+
+# Virtual editor-only nodes. Links pass *through* reroute-style ones (see
+# _resolve_source); the rest are dropped from the graph entirely.
+_REROUTE_TYPES = frozenset({"Reroute", "Reroute (rgthree)"})
+# Frontend-virtual variable nodes: SetNode captures a value under a name,
+# GetNode reads it. Neither reaches the server — links through a Get resolve
+# to whatever its same-named Set captured (scope-local).
+_SET_TYPES = frozenset({"SetNode"})
+_GET_TYPES = frozenset({"GetNode"})
+_UI_ONLY_TYPES = frozenset(
+    {
+        "Note",
+        "MarkdownNote",
+        "Image Comparer (rgthree)",
+        "GH_ImageVideoComparer",
+        "Label (rgthree)",
+        "Fast Groups Bypasser (rgthree)",
+        "Fast Groups Muter (rgthree)",
+        "Fast Muter (rgthree)",
+        "FastGroupsBypassSwitch",
+        "Mute / Bypass Repeater (rgthree)",
+    }
+)
+
+# Server-side OUTPUT nodes: the closure roots. Learned from the repo's
+# ground-truth API exports (their unreferenced classes) + the corpus's
+# real save/preview sinks (SaveVideo/SaveImageAdvanced/… custom nodes).
+_OUTPUT_CLASSES = frozenset(
+    {
+        "SaveImage",
+        "PreviewImage",
+        "SaveImageAdvanced",
+        "SaveImageKJ",
+        "SaveAnimatedWEBP",
+        "SaveAnimatedPNG",
+        "SaveAnimatedGIF",
+        "SaveVideo",
+        "SaveAudio",
+        "SaveAudioMP3",
+        "SaveAudioAdvanced",
+        "PreviewAudio",
+        "MaskPreview",
+        "MaskPreview+",
+        "ImageAndMaskPreview",
+        "VHS_VideoCombine",
+        "easy saveVideo",
+        "easy multitrackProjectVideoCombine",
+        "easy multiTrackInfoOutput",
+        "easy multiTrackTaskOutput",
+        "easy compareVideos",
+        "easy compareImages",
+        "easy showText",
+        "easy imageWall",
+        "CR Prompt Text",
+        "PreviewAny",
+        "easy clearGpuUsed",
+        "easy clearCacheAll",
+        "easy showSpentTime",
+    }
+)
+
+MODE_ACTIVE = 0
+MODE_MUTED = 2
+MODE_BYPASSED = 4
+
+_SUBGRAPH_IN = -10  # pseudo-node id of a subgraph's boundary input
+_SUBGRAPH_OUT = -20  # pseudo-node id of a subgraph's boundary output
+
+
+@dataclass
+class ConvertIssue:
+    node_id: str
+    code: str
+    message: str
+    level: str = "warning"  # 'error' | 'warning'
+
+
+@dataclass
+class ConvertResult:
+    workflow: dict[str, Any] | None
+    status: str  # 'ok' | 'warn' | 'fail'
+    issues: list[ConvertIssue] = field(default_factory=list)
+
+    @property
+    def needs_confirmation(self) -> bool:
+        """Widget mapping uncertain — must not be imported as runnable."""
+        return any(
+            i.code in ("widget_unmapped", "widget_order_mismatch") for i in self.issues
+        )
+
+
+def _norm_link(link: Any) -> tuple[int, int, int, int, int, str] | None:
+    """(id, origin_id, origin_slot, target_id, target_slot, type) from either form."""
+    if isinstance(link, dict):
+        try:
+            return (
+                int(link["id"]),
+                int(link["origin_id"]),
+                int(link["origin_slot"]),
+                int(link["target_id"]),
+                int(link["target_slot"]),
+                str(link.get("type") or "*"),
+            )
+        except (KeyError, TypeError, ValueError):
+            return None
+    if isinstance(link, (list, tuple)) and len(link) >= 5:
+        try:
+            return (
+                int(link[0]),
+                int(link[1]),
+                int(link[2]),
+                int(link[3]),
+                int(link[4]),
+                str(link[5]) if len(link) > 5 and link[5] else "*",
+            )
+        except (TypeError, ValueError):
+            return None
+    return None
+
+
+def _is_seed_like(name: str) -> bool:
+    lowered = name.lower()
+    return lowered in ("seed", "noise_seed", "value", "rand_seed", "random_seed") or (
+        lowered.endswith("seed")
+    )
+
+
+def _is_upload_entry(name: str, type_: str) -> bool:
+    return type_.upper().endswith("UPLOAD") or name == "upload" or "UPLOAD" in type_.upper()
+
+
+class _Converter:
+    """One conversion run over a single UI-format document."""
+
+    def __init__(self, ui: dict[str, Any]) -> None:
+        self.ui = ui
+        self.issues: list[ConvertIssue] = []
+        self.subgraphs: dict[str, dict[str, Any]] = {
+            str(s.get("id")): s
+            for s in self.ui.get("definitions", {}).get("subgraphs", []) or []
+            if isinstance(s, dict)
+        }
+        # qualified id → UI node + owning scope
+        self.nodes: dict[str, dict[str, Any]] = {}
+        # scope key ('' for top level) → link table / node-id index / owner
+        self.scope_links: dict[str, dict[int, tuple[int, int, int, int, str]]] = {}
+        self.scope_ids: dict[str, dict[str, str]] = {}
+        self.scope_owner: dict[str, str] = {}
+        self._set_capture_cache: dict[str, dict[str, tuple[str, int]]] = {}
+        self._set_names: dict[str, set[str]] = {}
+        self._depth = 0
+        self._cycle_warned = False
+        self._set_building: set[str] = set()
+
+    # -------------------------------------------------------------- indexing
+    def _index_scope(self, scope: str, links: list[Any], owner: str | None) -> None:
+        table = self.scope_links.setdefault(scope, {})
+        for link in links or []:
+            norm = _norm_link(link)
+            if norm is not None:
+                table[norm[0]] = norm[1:]
+        self.scope_ids.setdefault(scope, {})
+        if owner is not None:
+            self.scope_owner[scope] = owner
+
+    def _flatten(
+        self, node: dict[str, Any], scope: str, prefix: str
+    ) -> None:
+        qualified = f"{prefix}{node.get('id')}"
+        self.nodes[qualified] = {"node": node, "scope": scope}
+        self.scope_ids.setdefault(scope, {})[str(node.get("id"))] = qualified
+        sub = self.subgraphs.get(str(node.get("type") or ""))
+        if sub is None:
+            return
+        if not isinstance(sub.get("nodes"), list):
+            self.issues.append(
+                ConvertIssue(qualified, "subgraph_bad_definition", "子图缺少内部节点定义")
+            )
+            return
+        sub_scope = f"{scope}|{node.get('type')}" if scope else f"{node.get('type')}"
+        if sub_scope not in self.scope_links:
+            self._index_scope(sub_scope, sub.get("links") or [], qualified)
+        for inner in sub["nodes"]:
+            if isinstance(inner, dict):
+                self._flatten(inner, sub_scope, f"{qualified}:")
+
+    # --------------------------------------------------------------- lookups
+    def _node(self, qualified: str) -> dict[str, Any] | None:
+        entry = self.nodes.get(qualified)
+        return entry["node"] if entry else None
+
+    def _scope(self, qualified: str) -> str:
+        entry = self.nodes.get(qualified)
+        return entry["scope"] if entry else ""
+
+    def _link(self, scope: str, link_id: Any) -> tuple[int, int, int, int, str] | None:
+        if link_id is None:
+            return None
+        try:
+            key = int(link_id)
+        except (TypeError, ValueError):
+            return None
+        return self.scope_links.get(scope, {}).get(key)
+
+    def _boundary_source(self, scope: str, link_id: Any) -> tuple[str, int] | None:
+        """(packed qualified id, boundary slot) when this link leaves a
+        subgraph through its -10 input boundary."""
+        link = self._link(scope, link_id)
+        if link is None or link[0] != _SUBGRAPH_IN:
+            return None
+        packed_q = self.scope_owner.get(scope)
+        if packed_q is None:
+            return None
+        return packed_q, link[1]
+
+    def _subgraph_of(self, qualified: str) -> dict[str, Any] | None:
+        node = self._node(qualified)
+        if node is None:
+            return None
+        return self.subgraphs.get(str(node.get("type") or ""))
+
+    @staticmethod
+    def _virtual_name(node: dict[str, Any]) -> str:
+        """A Set/Get node's captured variable name (its first widget value)."""
+        named = node.get("widgets_values_named")
+        if isinstance(named, dict):
+            for key in ("const_name", "name", "value"):
+                if key in named:
+                    return str(named[key])
+        values = node.get("widgets_values")
+        if isinstance(values, list) and values and isinstance(values[0], str):
+            return values[0]
+        return ""
+
+    def _set_captures(self, scope: str) -> dict[str, tuple[str, int]]:
+        """{variable name → resolved source} for the Set nodes in one scope."""
+        table = self._set_capture_cache.get(scope)
+        if table is not None:
+            return table
+        table = {}
+        # Seed before resolving: a Set feeding a same-named Get (FOR-loop
+        # graphs) would otherwise recurse into this builder forever. A miss
+        # while building is not a missing Set — never warn mid-construction.
+        self._set_capture_cache[scope] = table
+        self._set_building.add(scope)
+        try:
+            return self._build_set_captures(scope, table)
+        finally:
+            self._set_building.discard(scope)
+
+    def _build_set_captures(
+        self, scope: str, table: dict[str, tuple[str, int]]
+    ) -> dict[str, tuple[str, int]]:
+        names: set[str] = set()
+        for qualified, entry in self.nodes.items():
+            if entry["scope"] != scope:
+                continue
+            node = entry["node"]
+            if str(node.get("type") or "") not in _SET_TYPES:
+                continue
+            name = self._virtual_name(node)
+            if not name:
+                continue
+            names.add(name)
+            ins = self._inputs_of(node)
+            link = self._link(scope, ins[0].get("link")) if ins else None
+            resolved = self._resolve_link(scope, link)
+            if resolved is not None:
+                table.setdefault(name, resolved)
+        self._set_names[scope] = names
+        self._set_capture_cache[scope] = table
+        return table
+
+    @staticmethod
+    def _inputs_of(node: dict[str, Any]) -> list[dict[str, Any]]:
+        return [i for i in node.get("inputs") or [] if isinstance(i, dict)]
+
+    @staticmethod
+    def _outputs_of(node: dict[str, Any]) -> list[dict[str, Any]]:
+        return [o for o in node.get("outputs") or [] if isinstance(o, dict)]
+
+    # ------------------------------------------------------------- resolution
+    def _resolve_link(
+        self, scope: str, link: tuple[int, int, int, int, str] | None
+    ) -> tuple[str, int] | None:
+        """Resolve one link (in scope) to an API source (qualified id, slot)."""
+        if link is None:
+            return None
+        if self._depth > 200:  # Set/Get cycles (FOR-loop graphs) never unwind
+            if not self._cycle_warned:
+                self._cycle_warned = True
+                self.issues.append(
+                    ConvertIssue(
+                        "",
+                        "cyclic_variable",
+                        "变量/Set-Get 连线存在循环（常见于 FOR 循环流），该连线按未连接处理",
+                    )
+                )
+            return None
+        self._depth += 1
+        try:
+            return self._resolve_link_inner(scope, link)
+        finally:
+            self._depth -= 1
+
+    def _resolve_link_inner(
+        self, scope: str, link: tuple[int, int, int, int, str]
+    ) -> tuple[str, int] | None:
+        origin_id, origin_slot = link[0], link[1]
+        if origin_id == _SUBGRAPH_IN:
+            # Boundary: hand off to the packed instance's own input slot.
+            packed_q = self.scope_owner.get(scope)
+            if packed_q is None:
+                return None
+            node = self._node(packed_q)
+            if node is None:
+                return None
+            entries = self._inputs_of(node)
+            if origin_slot >= len(entries):
+                return None
+            entry = entries[origin_slot]
+            if entry.get("link") is None:
+                return None  # unlinked boundary → inner widget value applies
+            outer = self._scope(packed_q)
+            return self._resolve_link(outer, self._link(outer, entry.get("link")))
+        qualified = self.scope_ids.get(scope, {}).get(str(origin_id))
+        if qualified is None:
+            return None
+        return self._resolve_source(qualified, origin_slot)
+
+    def _resolve_source(self, qualified: str, slot: int) -> tuple[str, int] | None:
+        """What an outgoing edge from (node, output slot) really connects to."""
+        node = self._node(qualified)
+        if node is None:
+            return None
+        node_type = str(node.get("type") or "")
+        mode = node.get("mode") or 0
+        scope = self._scope(qualified)
+
+        if node_type in _UI_ONLY_TYPES:
+            return None
+
+        if node_type in _REROUTE_TYPES:
+            ins = self._inputs_of(node)
+            if not ins:
+                return None
+            return self._resolve_link(scope, self._link(scope, ins[0].get("link")))
+
+        if node_type in _SET_TYPES:
+            ins = self._inputs_of(node)
+            if not ins:
+                return None
+            return self._resolve_link(scope, self._link(scope, ins[0].get("link")))
+
+        if node_type in _GET_TYPES:
+            name = self._virtual_name(node)
+            captured = self._set_captures(scope).get(name)
+            if captured is None and scope not in self._set_building:
+                if name in self._set_names.get(scope, set()):
+                    self.issues.append(
+                        ConvertIssue(
+                            qualified,
+                            "variable_upstream_dropped",
+                            f"变量「{name}」的上游被旁路或未连接，取值按未连接处理",
+                        )
+                    )
+                else:
+                    self.issues.append(
+                        ConvertIssue(
+                            qualified,
+                            "get_without_set",
+                            f"变量节点「{name}」没有对应的 Set 节点",
+                        )
+                    )
+            return captured
+
+        sub = self._subgraph_of(qualified)
+        if sub is not None:
+            outputs = [o for o in sub.get("outputs") or [] if isinstance(o, dict)]
+            if slot >= len(outputs):
+                return None
+            sub_scope = f"{scope}|{node_type}" if scope else node_type
+            for link in self.scope_links.get(sub_scope, {}).values():
+                if link[2] == _SUBGRAPH_OUT and link[3] == slot:
+                    inner_q = self.scope_ids.get(sub_scope, {}).get(str(link[0]))
+                    return self._resolve_source(inner_q, link[1]) if inner_q else None
+            return None  # boundary output with no inner source
+
+        if mode == MODE_MUTED:
+            return None
+        if mode == MODE_BYPASSED:
+            return self._bypass_through(qualified, slot)
+        return (qualified, slot)
+
+    def _bypass_through(self, qualified: str, slot: int) -> tuple[str, int] | None:
+        """Pass-through of a bypassed node: same-name input first, then same-type."""
+        node = self._node(qualified)
+        if node is None:
+            return None
+        outputs = self._outputs_of(node)
+        out = outputs[slot] if slot < len(outputs) else {}
+        out_name = str(out.get("name") or "")
+        out_type = str(out.get("type") or "*")
+        linkable = [
+            e for e in self._inputs_of(node) if not e.get("widget") and e.get("link") is not None
+        ]
+        pick = None
+        if out_name:
+            pick = next((e for e in linkable if str(e.get("name") or "") == out_name), None)
+        if pick is None:
+            pick = next(
+                (
+                    e
+                    for e in linkable
+                    if out_type == "*" or str(e.get("type") or "*") in (out_type, "*")
+                ),
+                None,
+            )
+        if pick is None:
+            return None
+        scope = self._scope(qualified)
+        return self._resolve_link(scope, self._link(scope, pick.get("link")))
+
+    # --------------------------------------------------------- widget mapping
+    def _widget_entries(self, node: dict[str, Any]) -> list[tuple[str, str]]:
+        """[(name, type)] of entries carrying the ``widget`` marker, in order."""
+        out: list[tuple[str, str]] = []
+        for entry in self._inputs_of(node):
+            marker = entry.get("widget")
+            if isinstance(marker, dict):
+                name = str(marker.get("name") or entry.get("name") or "")
+                if name:
+                    out.append((name, str(entry.get("type") or "")))
+        return out
+
+    def _widgets_from_entries(
+        self,
+        node_id: str,
+        entries: list[tuple[str, str]],
+        values: Any,
+    ) -> tuple[dict[str, Any], list[ConvertIssue]]:
+        """Map widget values using the node's serialized input list."""
+        inputs: dict[str, Any] = {}
+        issues: list[ConvertIssue] = []
+        if isinstance(values, dict):
+            for name, type_ in entries:
+                if name in _BUTTON_WIDGETS or self._is_upload(name, type_):
+                    continue
+                if name in values:
+                    inputs[name] = values[name]
+                else:
+                    issues.append(
+                        ConvertIssue(node_id, "widget_unmapped", f"控件「{name}」没有序列化值")
+                    )
+            return inputs, issues
+        if not isinstance(values, list):
+            return inputs, issues
+        if not values:
+            return inputs, issues  # nothing serialized — server defaults apply
+        i = 0
+        for name, type_ in entries:
+            if name in _BUTTON_WIDGETS:
+                continue  # button widgets never serialize
+            if i >= len(values):
+                issues.append(
+                    ConvertIssue(node_id, "widget_order_mismatch", f"控件值数量不足（{name}）")
+                )
+                break
+            value = values[i]
+            i += 1
+            if self._is_upload(name, type_):
+                continue  # consumes a slot, never an API input
+            inputs[name] = value
+            if (
+                type_.upper() == "INT"
+                and _is_seed_like(name)
+                and i < len(values)
+                and values[i] in _CONTROL_MODES
+            ):
+                i += 1  # control_after_generate rides right after its seed
+        leftover_ok = all(_is_button_leftover(v) for v in values[i:])
+        if not issues and i != len(values) and not leftover_ok:
+            issues.append(
+                ConvertIssue(
+                    node_id,
+                    "widget_order_mismatch",
+                    f"有 {len(values)} 个控件值，输入清单只覆盖 {i} 个",
+                )
+            )
+        return inputs, issues
+
+    @staticmethod
+    def _is_upload(name: str, type_: str) -> bool:
+        return _is_upload_entry(name, type_)
+
+    def _widgets_from_registry(
+        self, node: dict[str, Any], values: list[Any]
+    ) -> tuple[dict[str, Any], list[ConvertIssue]]:
+        node_type = str(node.get("type") or "")
+        if not values:
+            return {}, []  # nothing serialized — server defaults apply
+        for order in WIDGET_ORDERS.get(node_type) or []:
+            inputs: dict[str, Any] = {}
+            i = 0
+            for name in order:
+                if name in _BUTTON_WIDGETS:
+                    continue
+                if i >= len(values):
+                    break
+                value = values[i]
+                i += 1
+                if _is_upload_entry(name, ""):
+                    continue
+                inputs[name] = value
+                if _is_seed_like(name) and i < len(values) and values[i] in _CONTROL_MODES:
+                    i += 1
+            if i == len(values) or all(_is_button_leftover(v) for v in values[i:]):
+                return inputs, []  # exact fit, or trailing button leftovers
+        return {}, [
+            ConvertIssue(
+                node.get("id", ""),
+                "widget_unmapped" if not WIDGET_ORDERS.get(node_type) else "widget_order_mismatch",
+                f"「{node_type}」的 {len(values)} 个控件值无法可靠对应到输入名",
+            )
+        ]
+
+    def _packed_widget_values(self, qualified: str) -> Any:
+        """Exposed widget values of a packed instance as {boundary name: value}."""
+        node = self._node(qualified)
+        sub = self._subgraph_of(qualified)
+        if node is None or sub is None:
+            return None
+        boundary = [i for i in sub.get("inputs") or [] if isinstance(i, dict)]
+        named = node.get("widgets_values_named")
+        if isinstance(named, dict):
+            return named
+        values = node.get("widgets_values")
+        if not isinstance(values, list):
+            return None
+        out: dict[str, Any] = {}
+        i = 0
+        for entry in boundary:
+            name = str(entry.get("name") or "")
+            type_ = str(entry.get("type") or "")
+            if name and i < len(values):
+                out[name] = values[i]
+            i += 1
+            if (
+                type_.upper() == "INT"
+                and _is_seed_like(name)
+                and i < len(values)
+                and values[i] in _CONTROL_MODES
+            ):
+                i += 1
+        return out
+
+    # -------------------------------------------------------------- serialize
+    def _serialize_node(self, qualified: str) -> dict[str, Any] | None:
+        node = self._node(qualified)
+        if node is None:
+            return None
+        node_type = str(node.get("type") or "")
+        if (
+            not node_type
+            or node_type in _UI_ONLY_TYPES
+            or node_type in _REROUTE_TYPES
+            or node_type in _SET_TYPES
+            or node_type in _GET_TYPES
+        ):
+            return None
+        scope = self._scope(qualified)
+        inputs: dict[str, Any] = {}
+
+        widget_values = node.get("widgets_values_named")
+        if not isinstance(widget_values, dict):
+            widget_values = node.get("widgets_values")
+        if self._subgraph_of(qualified) is not None:
+            widget_values = self._packed_widget_values(qualified)
+
+        widget_inputs: dict[str, Any] = {}
+        entries = self._widget_entries(node)
+        if widget_values is not None:
+            if entries:
+                widget_inputs, w_issues = self._widgets_from_entries(
+                    qualified, entries, widget_values
+                )
+                self.issues.extend(w_issues)
+            elif isinstance(widget_values, dict):
+                widget_inputs = {
+                    k: v for k, v in widget_values.items() if k not in _BUTTON_WIDGETS
+                }
+            elif isinstance(widget_values, list):
+                widget_inputs, w_issues = self._widgets_from_registry(node, widget_values)
+                self.issues.extend(w_issues)
+
+        for entry in self._inputs_of(node):
+            name = str(entry.get("name") or "")
+            if not name or name in inputs:
+                continue
+            if entry.get("link") is None:
+                continue  # unconnected optional input; widget values applied below
+            # Widget entries fed from the subgraph boundary (-10): when the
+            # packed instance left that boundary slot unlinked, the value is
+            # the packed node's own exposed widget value, not the inner one.
+            boundary = self._boundary_source(scope, entry.get("link"))
+            if boundary is not None:
+                packed_q, boundary_slot = boundary
+                packed_node = self._node(packed_q)
+                packed_entries = self._inputs_of(packed_node) if packed_node else []
+                if boundary_slot < len(packed_entries) and packed_entries[
+                    boundary_slot
+                ].get("link") is None:
+                    values = self._packed_widget_values(packed_q)
+                    boundary_name = str(packed_entries[boundary_slot].get("name") or "")
+                    if isinstance(values, dict) and boundary_name in values:
+                        inputs[name] = values[boundary_name]
+                        continue
+                # linked boundary falls through to normal resolution
+            link = self._link(scope, entry.get("link"))
+            if link is None:
+                self.issues.append(
+                    ConvertIssue(qualified, "dangling_link", f"输入「{name}」的连线不存在")
+                )
+                continue
+            resolved = self._resolve_link(scope, link)
+            if resolved is not None:
+                inputs[name] = [resolved[0], resolved[1]]
+            elif entry.get("widget"):
+                pass  # muted upstream: the widget value below takes over
+            else:
+                self.issues.append(
+                    ConvertIssue(
+                        qualified,
+                        "muted_input_dropped",
+                        f"输入「{name}」上游被静音，已按未连接处理",
+                    )
+                )
+
+        for name, value in widget_inputs.items():
+            inputs.setdefault(name, value)
+
+        api_node: dict[str, Any] = {"class_type": node_type, "inputs": inputs}
+        title = str(node.get("title") or "").strip()
+        if title:
+            api_node["_meta"] = {"title": title}
+        return api_node
+
+    # ------------------------------------------------------------------- main
+    def run(self) -> ConvertResult:
+        nodes = self.ui.get("nodes")
+        if not isinstance(nodes, list) or not nodes:
+            return ConvertResult(
+                None,
+                "fail",
+                [ConvertIssue("", "no_nodes", "文件不含 nodes 数组，不是 UI 格式工作流", "error")],
+            )
+        try:
+            self._index_scope("", self.ui.get("links") or [], None)
+            for node in nodes:
+                if isinstance(node, dict):
+                    self._flatten(node, "", "")
+        except RecursionError:
+            return ConvertResult(
+                None, "fail", [ConvertIssue("", "subgraph_recursion", "子图嵌套过深", "error")]
+            )
+
+        # Closure from known output nodes (ComfyUI's own graphToPrompt roots).
+        roots = [
+            q
+            for q, entry in self.nodes.items()
+            if str(entry["node"].get("type") or "") in _OUTPUT_CLASSES
+            and (entry["node"].get("mode") or 0) == MODE_ACTIVE
+        ]
+        keep: dict[str, None] = {}
+        stack = list(roots)
+        while stack:
+            qualified = stack.pop()
+            if qualified in keep:
+                continue
+            entry = self.nodes.get(qualified)
+            if entry is None:
+                continue
+            keep[qualified] = None
+            node = entry["node"]
+            scope = entry["scope"]
+            for e in self._inputs_of(node):
+                if e.get("link") is None:
+                    continue
+                link = self._link(scope, e.get("link"))
+                resolved = self._resolve_link(scope, link)
+                if resolved is not None:
+                    stack.append(resolved[0])
+
+        if not keep:
+            # No known output node: keep every active computed node and warn —
+            # the import lint will report the missing output separately.
+            for qualified, entry in self.nodes.items():
+                node = entry["node"]
+                node_type = str(node.get("type") or "")
+                if (
+                    node_type in _UI_ONLY_TYPES
+                    or node_type in _REROUTE_TYPES
+                    or (node.get("mode") or 0) != MODE_ACTIVE
+                    or self._subgraph_of(qualified) is not None
+                ):
+                    continue
+                keep[qualified] = None
+            self.issues.append(
+                ConvertIssue(
+                    "",
+                    "no_output_node",
+                    "图中没有已知输出节点（SaveImage / 视频合成等），"
+                    "全部活跃节点已保留，需人工确认",
+                )
+            )
+
+        workflow: dict[str, Any] = {}
+        for qualified in keep:
+            api_node = self._serialize_node(qualified)
+            if api_node is not None and api_node["class_type"]:
+                workflow[qualified] = api_node
+
+        if not workflow:
+            return ConvertResult(
+                None,
+                "fail",
+                self.issues or [ConvertIssue("", "empty", "转换后没有任何节点", "error")],
+            )
+        status = (
+            "fail"
+            if any(i.level == "error" for i in self.issues)
+            else ("ok" if not self.issues else "warn")
+        )
+        return ConvertResult(workflow, status, self.issues)
+
+
+def convert_ui_workflow(ui: dict[str, Any]) -> ConvertResult:
+    """Convert one ComfyUI UI-format workflow dict into API format."""
+    if not isinstance(ui, dict) or not isinstance(ui.get("nodes"), list):
+        return ConvertResult(
+            None,
+            "fail",
+            [ConvertIssue("", "not_ui_format", "不是 UI 格式（缺少 nodes 数组）", "error")],
+        )
+    return _Converter(ui).run()

calliope-backend/src/calliope/db.py

@@ -1,6 +1,7 @@
 from __future__ import annotations
 
 import json
+import re
 import sqlite3
 from pathlib import Path
 from typing import Any
@@ -410,6 +411,43 @@ def _backfill_workflow_output_map(conn: sqlite3.Connection) -> None:
             )
 
 
+# HEL-671: the user's H3 import went in under a first-frame-only name
+# (“H3图生视频·首帧…”) although its graph is the FL2VA node that also takes
+# a last frame. A row is renamed only when BOTH hold: its graph carries a
+# wired MiniMaxH3ImageToVideo node, and its name still reads like a
+# first-frame-only workflow — a row the user renamed, or any other graph,
+# is left alone. Idempotent: the new name no longer matches.
+_FIRST_FRAME_NAME_RE = re.compile(r"图生视频\s*[·\-—~]?\s*首帧")
+_FL2VA_DESCRIPTION = "首帧必填，尾帧可选：只传首帧为图生视频，同时传尾帧为首尾帧生视频"
+
+
+def _rename_workflows(conn: sqlite3.Connection) -> None:
+    for wid, name, wf_json in conn.execute(
+        "SELECT id, name, workflow_json FROM workflows"
+    ).fetchall():
+        if not name or "尾帧" in name or not _FIRST_FRAME_NAME_RE.search(name):
+            continue
+        try:
+            workflow = json.loads(wf_json) if wf_json else None
+        except (json.JSONDecodeError, TypeError):
+            continue
+        if not isinstance(workflow, dict):
+            continue
+        fl2va = any(
+            isinstance(node, dict)
+            and str(node.get("class_type") or "") == "MiniMaxH3ImageToVideo"
+            and isinstance((node.get("inputs") or {}).get("first_frame"), list)
+            for node in workflow.values()
+        )
+        if not fl2va:
+            continue
+        conn.execute(
+            "UPDATE workflows SET name = ?,"
+            " description = COALESCE(NULLIF(description, ''), ?) WHERE id = ?",
+            (_FIRST_FRAME_NAME_RE.sub("首尾帧生视频", name), _FL2VA_DESCRIPTION, wid),
+        )
+
+
 async def migrate_db(db_path: Path) -> None:
     db_path.parent.mkdir(parents=True, exist_ok=True)
     conn = sqlite3.connect(db_path)
@@ -468,10 +506,32 @@ async def migrate_db(db_path: Path) -> None:
         conn.execute("ALTER TABLE workflows ADD COLUMN output_map TEXT")
     if "output_map_source" not in cols:
         conn.execute("ALTER TABLE workflows ADD COLUMN output_map_source TEXT")
+    # HEL-681 (S2): library metadata for 150+ scale workflow browsing. Purely
+    # additive columns — old rows stay NULL/0 and every legacy path ignores
+    # them; the lightweight list view (?view=meta) is their only reader.
+    if "category" not in cols:
+        conn.execute("ALTER TABLE workflows ADD COLUMN category TEXT")
+    if "model_family" not in cols:
+        conn.execute("ALTER TABLE workflows ADD COLUMN model_family TEXT")
+    if "media_io" not in cols:
+        conn.execute("ALTER TABLE workflows ADD COLUMN media_io TEXT")
+    if "tags" not in cols:
+        conn.execute("ALTER TABLE workflows ADD COLUMN tags TEXT")
+    if "favorite" not in cols:
+        conn.execute("ALTER TABLE workflows ADD COLUMN favorite INTEGER NOT NULL DEFAULT 0")
+    if "last_used_at" not in cols:
+        conn.execute("ALTER TABLE workflows ADD COLUMN last_used_at TIMESTAMP")
+    if "source" not in cols:
+        # where the row came from: 'ui_convert' (HEL-681 batch import) vs
+        # NULL = manual/API import as before.
+        conn.execute("ALTER TABLE workflows ADD COLUMN source TEXT")
+    if "source_path" not in cols:
+        conn.execute("ALTER TABLE workflows ADD COLUMN source_path TEXT")
     # Idempotent backfill: pending rows are re-judged on every boot (parser
     # upgrades can settle them); confirmed rows are never touched.
     _backfill_workflow_usage(conn)
     _backfill_workflow_output_map(conn)
+    _rename_workflows(conn)
     scene_cols = {r[1] for r in conn.execute("PRAGMA table_info(scenes)").fetchall()}
     if "location_id" not in scene_cols:
         conn.execute("ALTER TABLE scenes ADD COLUMN location_id INTEGER")

calliope-backend/src/calliope/models/schemas.py

@@ -243,6 +243,55 @@ class WorkflowUpdate(BaseModel):
     # resets the workflow to pending confirmation.
     output_map: list[dict[str, Any]] | None = None
     output_map_source: Literal["auto", "user"] | None = None
+    # HEL-681 (S2): library metadata fields.
+    favorite: bool | None = None
+    tags: list[str] | None = None
+    category: str | None = None
+    model_family: str | None = None
+
+
+class WorkflowUIFileItem(BaseModel):
+    """One UI-format file for the HEL-681 convert/import pipeline."""
+
+    name: str | None = None
+    # repo-relative path (category/model-family evidence); display name
+    # defaults to the file stem.
+    source_path: str | None = None
+    workflow_json: dict[str, Any]
+    # optional human confirmations from the import wizard (S3): a settled
+    # usage and a corrected schema let warn files import enabled.
+    usage: WorkflowUsageKind | None = None
+    input_schema: list[dict[str, Any]] | None = None
+    output_map: list[dict[str, Any]] | None = None
+    description: str | None = None
+    tags: list[str] | None = None
+
+
+class WorkflowConvertRequest(BaseModel):
+    """Dry-run: per-file ok/warn/fail + suggested metadata, nothing stored."""
+
+    files: list[WorkflowUIFileItem]
+    # Include the converted API JSON per file (default on for small batches;
+    # the 146-file report leaves it off to keep the payload sane).
+    include_workflows: bool = False
+    # L2 preflight against a real ComfyUI (opt-in; needs a connection).
+    endpoint_id: str | None = None
+    refresh: bool = False
+
+
+class WorkflowImportBatchRequest(BaseModel):
+    """Commit: convert UI files and insert, skipping conflicts. Idempotent."""
+
+    files: list[WorkflowUIFileItem]
+
+
+class WorkflowImportScanRequest(BaseModel):
+    """Scan a server-side directory of UI JSONs (repo example library)."""
+
+    root: str = "example_ComfyUI_workflows"
+    # Set to preview what would import (same shape as /convert) — the safe
+    # default for a first run against the 146-file library.
+    dry_run: bool = True
 
 
 class WorkflowAnalyze(BaseModel):

calliope-backend/src/calliope/queue/manager.py

@@ -49,6 +49,12 @@ class QueueManager:
                 """,
                 (project_id, scene_id, clip_id, kind, workflow_id, json.dumps(payload), origin),
             )
+            # HEL-681: every enqueued job counts as a use (最近使用).
+            if workflow_id is not None:
+                conn.execute(
+                    "UPDATE workflows SET last_used_at = CURRENT_TIMESTAMP WHERE id = ?",
+                    (workflow_id,),
+                )
             conn.commit()
             row = conn.execute("SELECT * FROM jobs WHERE id = ?", (cur.lastrowid,)).fetchone()
             return row_to_dict(row)

calliope-backend/src/calliope/routers/playground.py

@@ -1,4 +1,5 @@
 """Standalone ComfyUI playground — generate freely, attach favorites to projects."""
+
 from __future__ import annotations
 
 import json
@@ -31,6 +32,23 @@ PLAYGROUND_TITLE = "Playground Scratch"
 # page can label origins ("独立生图" vs canvas Playground) without guessing.
 PlaygroundSource = Literal["playground", "studio-image", "studio-video"]
 
+# HEL-684: a desk visit opened from a five-stage workbench row may carry
+# that row as optional context. Only real, server-verified project/stage/
+# source info is accepted — the source row must still exist in the stage
+# content, and the desk kind must match what that stage renders.
+WorkbenchStage = Literal["assets", "shot"]
+WORKBENCH_KIND_BY_STAGE: dict[str, str] = {"assets": "image", "shot": "video"}
+WORKBENCH_ROW_KEY_BY_STAGE: dict[str, str] = {"assets": "assets", "shot": "shots"}
+
+
+class PlaygroundWorkbenchContext(BaseModel):
+    project_id: int
+    stage: WorkbenchStage
+    source_kind: Literal["asset", "shot"]
+    source_id: str = Field(min_length=1)
+    # Display-only echo of the DeskContext label (e.g. 镜头 S1).
+    label: str | None = None
+
 
 class PlaygroundGenerate(BaseModel):
     workflow_id: int
@@ -39,6 +57,13 @@ class PlaygroundGenerate(BaseModel):
     # then the active one (resolved in queue_manager.enqueue).
     endpoint_id: str | None = None
     source: PlaygroundSource = "playground"
+    # Optional real workbench source — validated, then stamped on the job
+    # payload so a finished take can be flowed back (attach-workbench).
+    context: PlaygroundWorkbenchContext | None = None
+
+
+class PlaygroundAttachWorkbench(BaseModel):
+    job_id: int
 
 
 class PlaygroundAttach(BaseModel):
@@ -83,6 +108,72 @@ def ensure_playground_project(conn) -> int:
     return int(cur.lastrowid)
 
 
+# ─────────────────────────────────────────────────────────────────────────
+# HEL-684: workbench source context — validate against real rows, never
+# guess. Both generate-time (record on the job payload) and attach-time
+# (flow a finished take back) go through the same checks.
+# ─────────────────────────────────────────────────────────────────────────
+
+
+def _workbench_target_row(conn, ctx: PlaygroundWorkbenchContext) -> dict[str, Any] | None:
+    """The real asset/shot row this context points at, or None."""
+    stage = conn.execute(
+        "SELECT content_json FROM project_stages WHERE project_id = ? AND stage_key = ?",
+        (ctx.project_id, ctx.stage),
+    ).fetchone()
+    if not stage or not stage["content_json"]:
+        return None
+    try:
+        content = json.loads(stage["content_json"])
+    except (json.JSONDecodeError, TypeError):
+        return None
+    rows = content.get(WORKBENCH_ROW_KEY_BY_STAGE[ctx.stage])
+    if not isinstance(rows, list):
+        return None
+    for row in rows:
+        if isinstance(row, dict) and str(row.get("id") or "") == ctx.source_id:
+            return row
+    return None
+
+
+def _validate_workbench_context(conn, ctx: PlaygroundWorkbenchContext, kind: str) -> dict[str, Any]:
+    """Reject anything that is not a real, current project/stage/source.
+
+    Returns the payload stamp for the job. Raises on any mismatch so no
+    guessed or stale source is ever recorded.
+    """
+    expected_kind = WORKBENCH_KIND_BY_STAGE[ctx.stage]
+    expected_source_kind = "asset" if ctx.stage == "assets" else "shot"
+    if ctx.source_kind != expected_source_kind or kind != expected_kind:
+        raise HTTPException(
+            status_code=422,
+            detail=(
+                f"来源上下文与生成类型不符：「{ctx.stage}」阶段需要{expected_kind}生成。"
+                "可关闭来源提示后独立生成。"
+            ),
+        )
+    project = conn.execute(
+        "SELECT id, status FROM projects WHERE id = ?", (ctx.project_id,)
+    ).fetchone()
+    if not project:
+        raise HTTPException(status_code=404, detail="来源项目不存在，无法记录回流上下文")
+    if project["status"] == PLAYGROUND_STATUS:
+        raise HTTPException(status_code=400, detail="不能以 playground 隐藏项目作为回流来源")
+    if _workbench_target_row(conn, ctx) is None:
+        raise HTTPException(
+            status_code=409,
+            detail=(
+                "来源"
+                f"{'资产' if ctx.source_kind == 'asset' else '镜头'}行已不存在"
+                "（阶段内容可能已重新生成）。可关闭来源提示后独立生成。"
+            ),
+        )
+    stamp: dict[str, Any] = ctx.model_dump()
+    if not (stamp.get("label") or "").strip():
+        stamp["label"] = None
+    return stamp
+
+
 def _assert_path_in_assets(path: str) -> Path:
     assets_root = config.settings.assets_dir.resolve()
     target = Path(path).resolve()
@@ -195,6 +286,17 @@ async def list_playground_jobs(limit: int = 50) -> list[dict[str, Any]]:
     conn = get_db(config.settings.db_path)
     try:
         pid = ensure_playground_project(conn)
+        # HEL-684: which takes have already been flowed back to a workbench
+        # row (per source project) — the desk shows an honest 已回流 state
+        # that survives reloads instead of guessing from client memory.
+        links_by_project: dict[int, dict[int, dict[str, Any]]] = {}
+        rows = conn.execute(
+            "SELECT DISTINCT project_id FROM jobs"
+            " WHERE payload_json LIKE '%\"from_playground_job\"%'"
+        ).fetchall()
+        for r in rows:
+            proj_id = int(r["project_id"])
+            links_by_project[proj_id] = _workbench_link_rows(conn, proj_id)
     finally:
         conn.close()
     # Workflow-test jobs (HEL-643) ride the same scratch project but must not
@@ -204,7 +306,16 @@ async def list_playground_jobs(limit: int = 50) -> list[dict[str, Any]]:
         for j in queue_manager.list_jobs(pid, None, limit)
         if str(j.get("origin") or "user") != "workflow_test"
     ]
-    return [_job_public(j) for j in jobs]
+    out = []
+    for j in jobs:
+        pub = _job_public(j)
+        stamp = (pub.get("payload") or {}).get("workbench")
+        if isinstance(stamp, dict) and isinstance(stamp.get("project_id"), int):
+            link = links_by_project.get(int(stamp["project_id"]), {}).get(int(pub["id"]))
+            if link and link.get("target_id") == stamp.get("source_id"):
+                pub["workbench_attach"] = link
+        out.append(pub)
+    return out
 
 
 @router.delete("/jobs/{job_id}")
@@ -239,6 +350,21 @@ async def delete_playground_job(job_id: int) -> dict[str, Any]:
     conn = get_db(config.settings.db_path)
     try:
         _clear_entity_refs(conn, [p for p in paths if isinstance(p, str)])
+        # HEL-684: the output files are about to vanish — drop the workbench
+        # link rows created from this take so no project row points at
+        # missing media (mirrors the entity-ref clearing above).
+        removed_links: list[int] = []
+        link_rows = conn.execute(
+            "SELECT id, payload_json FROM jobs WHERE payload_json LIKE '%\"from_playground_job\"%'"
+        ).fetchall()
+        for r in link_rows:
+            try:
+                p = json.loads(r["payload_json"] or "{}")
+            except (json.JSONDecodeError, TypeError):
+                continue
+            if p.get("from_playground_job") == job_id:
+                conn.execute("DELETE FROM jobs WHERE id = ?", (int(r["id"]),))
+                removed_links.append(int(r["id"]))
         conn.commit()
     finally:
         conn.close()
@@ -261,6 +387,7 @@ async def delete_playground_job(job_id: int) -> dict[str, Any]:
         "job_id": job_id,
         "deleted_files": deleted_files,
         "missing_files": missing_files,
+        "removed_workbench_links": removed_links,
     }
 
 
@@ -365,6 +492,14 @@ async def generate(payload: PlaygroundGenerate) -> dict[str, Any]:
         schema = effective_input_schema(
             json.loads(wf["input_schema"]) if wf["input_schema"] else [], workflow_json
         )
+        # HEL-684: an optional workbench source is only recorded when it is
+        # real and current — the job itself still runs on the playground
+        # scratch project so the desk feed, SSE and tasks stay unchanged.
+        workbench_stamp = (
+            _validate_workbench_context(conn, payload.context, kind)
+            if payload.context is not None
+            else None
+        )
     finally:
         conn.close()
 
@@ -385,6 +520,7 @@ async def generate(payload: PlaygroundGenerate) -> dict[str, Any]:
             "input_values": input_values,
             "source": payload.source,
             **({"endpoint_id": payload.endpoint_id} if payload.endpoint_id else {}),
+            **({"workbench": workbench_stamp} if workbench_stamp else {}),
         },
     )
     await event_bus.publish(
@@ -495,3 +631,167 @@ async def attach_to_project(payload: PlaygroundAttach) -> dict[str, Any]:
         return out
     finally:
         conn.close()
+
+
+def _workbench_link_rows(conn, project_id: int) -> dict[int, dict[str, Any]]:
+    """playground job id → its flow-back link row on this project.
+
+    Link rows are done jobs with payload.source='workbench' and a
+    from_playground_job stamp — the exact shape _workbench_job_outputs
+    already enriches the workbench rows from, so a flowed-back take shows
+    up on its source row through the existing display path.
+    """
+    out: dict[int, dict[str, Any]] = {}
+    rows = conn.execute(
+        "SELECT id, payload_json FROM jobs WHERE project_id = ? ORDER BY id ASC",
+        (project_id,),
+    ).fetchall()
+    for r in rows:
+        try:
+            p = json.loads(r["payload_json"] or "{}")
+        except (json.JSONDecodeError, TypeError):
+            continue
+        if p.get("source") != "workbench":
+            continue
+        src = p.get("from_playground_job")
+        if isinstance(src, int):
+            out[src] = {
+                "job_id": int(r["id"]),
+                "stage": p.get("stage_key"),
+                "target_id": p.get("target_id"),
+            }
+    return out
+
+
+@router.post("/attach-workbench")
+async def attach_workbench(payload: PlaygroundAttachWorkbench) -> dict[str, Any]:
+    """Flow a finished desk take back to its workbench source row (HEL-684).
+
+    The source is whatever real context the generate request carried —
+    nothing is guessed here. Re-attaching is idempotent: the existing link
+    row is returned, no duplicate is created, nothing is overwritten.
+    """
+    conn = get_db(config.settings.db_path)
+    try:
+        pid = ensure_playground_project(conn)
+        job = queue_manager.get_job(payload.job_id)
+        if not job:
+            raise HTTPException(status_code=404, detail="Job not found")
+        if int(job["project_id"]) != int(pid):
+            raise HTTPException(status_code=403, detail="Not a playground job")
+
+        try:
+            job_payload = json.loads(job.get("payload_json") or "{}")
+        except (json.JSONDecodeError, TypeError):
+            job_payload = {}
+        stamp = job_payload.get("workbench")
+        if not isinstance(stamp, dict) or not stamp.get("source_id"):
+            raise HTTPException(
+                status_code=400, detail="该记录没有项目来源上下文，无法回流（独立生成不回流）"
+            )
+        if job["status"] != "done":
+            raise HTTPException(status_code=400, detail="生成完成后才能回流")
+        outputs = json.loads(job.get("output_paths_json") or "[]")
+        if not isinstance(outputs, list) or not outputs:
+            raise HTTPException(status_code=400, detail="该记录没有产物文件，无法回流")
+
+        try:
+            ctx = PlaygroundWorkbenchContext(
+                project_id=int(stamp["project_id"]),
+                stage=stamp.get("stage"),
+                source_kind=stamp.get("source_kind"),
+                source_id=str(stamp["source_id"]),
+                label=stamp.get("label"),
+            )
+        except Exception as exc:  # pydantic ValidationError / missing keys
+            raise HTTPException(
+                status_code=400, detail="该记录的项目来源上下文无效，无法回流"
+            ) from exc
+        # Re-validate against the live stage content — the row may have been
+        # regenerated since the take was created; refuse rather than mis-write.
+        if _workbench_target_row(conn, ctx) is None:
+            raise HTTPException(
+                status_code=409,
+                detail=(
+                    "来源"
+                    f"{'资产' if ctx.source_kind == 'asset' else '镜头'}行已不存在"
+                    "（阶段内容可能已重新生成），未回流。"
+                ),
+            )
+
+        links = _workbench_link_rows(conn, ctx.project_id)
+        existing = links.get(int(job["id"]))
+        if existing and existing.get("target_id") == ctx.source_id:
+            return {
+                "ok": True,
+                "already_attached": True,
+                "job_id": int(job["id"]),
+                "attached_job_id": existing["job_id"],
+                "project_id": ctx.project_id,
+                "stage": ctx.stage,
+                "target_id": ctx.source_id,
+            }
+
+        link_payload = {
+            "source": "workbench",
+            "stage_key": ctx.stage,
+            "target_id": ctx.source_id,
+            "from_playground_job": int(job["id"]),
+            "input_values": job_payload.get("input_values") or {},
+        }
+        if ctx.label:
+            link_payload["label"] = ctx.label
+        cur = conn.execute(
+            """
+            INSERT INTO jobs (project_id, kind, workflow_id, status, payload_json,
+                              output_paths_json, created_at, started_at, completed_at, origin)
+            VALUES (?, ?, ?, 'done', ?, ?,
+                    CURRENT_TIMESTAMP, CURRENT_TIMESTAMP, CURRENT_TIMESTAMP, 'user')
+            """,
+            (
+                ctx.project_id,
+                job["kind"],
+                job["workflow_id"],
+                json.dumps(link_payload, ensure_ascii=False),
+                json.dumps([str(p) for p in outputs if isinstance(p, str)]),
+            ),
+        )
+        conn.execute(
+            "UPDATE projects SET updated_at = CURRENT_TIMESTAMP WHERE id = ?",
+            (ctx.project_id,),
+        )
+        conn.commit()
+        link_id = int(cur.lastrowid)
+    finally:
+        conn.close()
+
+    await event_bus.publish(
+        "job.completed",
+        {
+            "job_id": link_id,
+            "kind": job["kind"],
+            "outputs": outputs,
+            "project_id": ctx.project_id,
+            "source": "workbench",
+            "message": "生成台结果已回流到项目",
+        },
+    )
+    await event_bus.publish(
+        "asset.ready",
+        {
+            "job_id": link_id,
+            "path": outputs[0] if isinstance(outputs[0], str) else str(outputs[0]),
+            "project_id": ctx.project_id,
+            "target": "workbench",
+            "source": "playground_attach",
+        },
+    )
+    return {
+        "ok": True,
+        "already_attached": False,
+        "job_id": int(job["id"]),
+        "attached_job_id": link_id,
+        "project_id": ctx.project_id,
+        "stage": ctx.stage,
+        "target_id": ctx.source_id,
+    }

calliope-backend/src/calliope/routers/workflows.py

@@ -7,6 +7,7 @@ from fastapi import APIRouter, HTTPException
 
 from calliope.comfyui.endpoints import client_for, endpoint_snapshot
 from calliope.comfyui.lint import blocking_problem, workflow_warnings
+from calliope.comfyui.metadata import suggested_metadata
 from calliope.comfyui.output_map import (
     auto_output_map,
     load_output_map,
@@ -23,6 +24,7 @@ from calliope.comfyui.parser import (
 from calliope.comfyui.preflight import check_workflow_against
 from calliope.comfyui.profiles import detect_prompt_profile
 from calliope.comfyui.roles import usage_to_kind
+from calliope.comfyui.ui_convert import convert_ui_workflow
 from calliope.comfyui.validate import validate_input_values
 from calliope.config import settings
 from calliope.db import get_db, row_to_dict
@@ -30,8 +32,12 @@ from calliope.events.bus import event_bus
 from calliope.models.schemas import (
     WorkflowAnalyze,
     WorkflowCheckRequest,
+    WorkflowConvertRequest,
     WorkflowCreate,
+    WorkflowImportBatchRequest,
+    WorkflowImportScanRequest,
     WorkflowTestRequest,
+    WorkflowUIFileItem,
     WorkflowUpdate,
 )
 from calliope.queue.manager import queue_manager
@@ -44,6 +50,14 @@ from calliope.queue.workflow_test import (
 
 router = APIRouter()
 
+# HEL-681: metadata columns the lightweight list view exposes (everything
+# except the heavy workflow_json / input_schema / output_map payloads).
+_META_COLUMNS = (
+    "id, name, kind, usage, is_enabled, category, model_family, media_io, tags,"
+    " favorite, last_used_at, description, source, source_path, prompt_profile,"
+    " created_at, endpoint_id, usage_source, output_map_source"
+)
+
 
 def _serialize_workflow(row: Any) -> dict[str, Any]:
     data = row_to_dict(row)
@@ -61,9 +75,21 @@ def _serialize_workflow(row: Any) -> dict[str, Any]:
     data["needs_mapping"] = (
         mapping_problem(data["workflow_json"], raw_map, data.get("output_map_source")) is not None
     )
+    # HEL-681: structured library metadata (raw JSON columns → values).
+    data["media_io"] = _load_json_col(data.get("media_io"), {"in": [], "out": []})
+    data["tags"] = _load_json_col(data.get("tags"), [])
+    data["favorite"] = bool(data.get("favorite"))
     return data
 
 
+def _load_json_col(raw: Any, default: Any) -> Any:
+    try:
+        value = json.loads(raw) if raw else None
+    except (json.JSONDecodeError, TypeError):
+        value = None
+    return value if value is not None else default
+
+
 async def _connection_check(
     endpoint_id: str | None, workflow_json: dict[str, Any], refresh: bool = False
 ) -> dict[str, Any]:
@@ -216,9 +242,31 @@ def _last_test_summary(job: dict[str, Any]) -> dict[str, Any]:
 
 
 @router.get("")
-async def list_workflows() -> list[dict[str, Any]]:
+async def list_workflows(view: str | None = None) -> list[dict[str, Any]]:
     conn = get_db(settings.db_path)
     try:
+        if view == "meta":
+            # HEL-681: metadata-only list for 150+ scale browsing — no
+            # workflow_json, no per-row re-parse. `needs_mapping` here is the
+            # cheap pending check (usage/output_map not yet settled); rows
+            # that never generated keep showing as pending exactly like the
+            # full view reports them.
+            rows = conn.execute(
+                f"SELECT {_META_COLUMNS} FROM workflows ORDER BY favorite DESC,"
+                " last_used_at DESC, id DESC"
+            ).fetchall()
+            out = []
+            for row in rows:
+                data = row_to_dict(row)
+                data["is_enabled"] = bool(data.get("is_enabled"))
+                data["favorite"] = bool(data.get("favorite"))
+                data["media_io"] = _load_json_col(data.get("media_io"), {"in": [], "out": []})
+                data["tags"] = _load_json_col(data.get("tags"), [])
+                data["needs_mapping"] = data.get("usage") is None or data.get(
+                    "output_map_source"
+                ) is None
+                out.append(data)
+            return out
         rows = conn.execute("SELECT * FROM workflows ORDER BY id DESC").fetchall()
         out = [_serialize_workflow(r) for r in rows]
         # 上次测试 state is read live from the newest test job per workflow —
@@ -395,6 +443,12 @@ async def update_workflow(workflow_id: int, payload: WorkflowUpdate) -> dict[str
         data = payload.model_dump(exclude_unset=True)
         if "is_enabled" in data and data["is_enabled"] is not None:
             data["is_enabled"] = 1 if data["is_enabled"] else 0
+        # HEL-681: library metadata patch fields (favorite/tags/category/
+        # model_family) — booleans to ints, lists to JSON text.
+        if "favorite" in data and data["favorite"] is not None:
+            data["favorite"] = 1 if data["favorite"] else 0
+        if data.get("tags") is not None:
+            data["tags"] = json.dumps(data["tags"])
         workflow_json = json.loads(existing["workflow_json"])
         # HEL-638: output_map payload. A non-empty list validates against the
         # stored JSON and becomes the user decision; an explicit empty list
@@ -600,3 +654,280 @@ async def delete_workflow(workflow_id: int) -> dict[str, bool]:
         return {"ok": True}
     finally:
         conn.close()
+
+
+# ---------------------------------------------------------------------------
+# HEL-681 (S2): UI→API conversion dry-run + batch import + repo scan.
+# The convert endpoint never writes; import-batch converts again server-side
+# and skips anything uncertain (needs_confirmation / lint-blocked / conflict)
+# — repeated runs import nothing new, so the batch is idempotent by design.
+# ---------------------------------------------------------------------------
+
+
+def _convert_one(item: WorkflowUIFileItem) -> tuple[dict[str, Any], dict[str, Any] | None]:
+    """(report, converted workflow) for one UI file — shared by every
+    convert/import path so the analysis can never drift between them."""
+    result = convert_ui_workflow(item.workflow_json)
+    stem = (
+        item.source_path.replace("\\", "/").rsplit("/", 1)[-1].removesuffix(".json")
+        if item.source_path
+        else None
+    )
+    name = item.name or stem or "未命名工作流"
+    report: dict[str, Any] = {
+        "name": name,
+        "source_path": item.source_path,
+        "status": result.status,
+        "needs_confirmation": result.needs_confirmation,
+        "issues": [
+            {"node_id": i.node_id, "code": i.code, "level": i.level, "message": i.message}
+            for i in result.issues
+        ],
+    }
+    if result.workflow is None:
+        report["importable"] = False
+        report["skip_reason"] = "转换失败：" + (
+            result.issues[0].message if result.issues else "未知错误"
+        )
+        return report, None
+    suggested = suggested_metadata(result.workflow, item.source_path, item.workflow_json)
+    report["suggested"] = suggested
+    # The import gate re-runs the product's own checks — a converted graph
+    # that the lint would block (missing model link etc.) is reported, not
+    # silently imported.
+    broken = blocking_problem(result.workflow)
+    if broken:
+        report["importable"] = False
+        report["skip_reason"] = broken
+        report["status"] = "warn"
+        return report, result.workflow
+    if result.needs_confirmation:
+        report["importable"] = False
+        report["skip_reason"] = "存在无法可靠映射的控件，需人工确认后重导"
+        return report, result.workflow
+    report["importable"] = True
+    return report, result.workflow
+
+
+@router.post("/convert")
+async def convert_workflows(payload: WorkflowConvertRequest) -> dict[str, Any]:
+    """Dry-run UI→API conversion for a batch of files: per-file ok/warn/fail,
+    issues, suggested metadata and importability. Nothing is stored."""
+    files = []
+    object_info: dict[str, Any] | None = None
+    client = None
+    if payload.endpoint_id:
+        endpoint = settings.resolve_comfyui_endpoint(payload.endpoint_id)
+        if endpoint is not None:
+            client = client_for(endpoint)
+            try:
+                object_info = await client.object_info(force_refresh=payload.refresh)
+            except Exception:
+                object_info = None
+    try:
+        for item in payload.files:
+            report, converted = _convert_one(item)
+            if object_info is not None and report.get("importable") and converted:
+                findings = check_workflow_against(object_info, converted)
+                errors = [f for f in findings if f.get("level") == "error"]
+                report["preflight"] = {
+                    "endpoint_id": payload.endpoint_id,
+                    "ok": not errors,
+                    "findings": findings,
+                }
+                if errors:
+                    report["importable"] = False
+                    report["skip_reason"] = errors[0].get("message") or "preflight 未通过"
+            if payload.include_workflows:
+                report["workflow_json"] = converted
+            files.append(report)
+    finally:
+        if client is not None:
+            await client.close()
+    counts = {key: sum(1 for f in files if f["status"] == key) for key in ("ok", "warn", "fail")}
+    return {
+        "total": len(files),
+        **counts,
+        "needs_confirmation": sum(1 for f in files if f["needs_confirmation"]),
+        "importable": sum(1 for f in files if f.get("importable")),
+        "files": files,
+    }
+
+
+def _insert_converted(
+    conn: Any, item: WorkflowUIFileItem, report: dict[str, Any], converted: dict[str, Any]
+) -> dict[str, Any]:
+    """Insert one converted workflow row (import-batch's write path).
+
+    Mirrors create_workflow's enable gate: usage must be settled (auto or the
+    wizard's confirmation) and unknown outputs need a mapping; anything less
+    lands disabled exactly like a manual import would.
+    """
+    suggested = report["suggested"]
+    judgment = classify_usage(converted)
+    usage = item.usage or judgment["usage"]
+    usage_source = "user" if item.usage else "auto"
+    kind = usage_to_kind(usage) or suggested["kind"]
+    profile = detect_prompt_profile(converted)
+    if item.output_map:
+        problems = validate_output_map(converted, item.output_map)
+        if problems:
+            raise HTTPException(status_code=422, detail="；".join(problems))
+        output_map = json.dumps(item.output_map)
+        output_map_source = "user"
+    else:
+        auto_map = auto_output_map(converted)
+        output_map = json.dumps(auto_map) if auto_map else None
+        output_map_source = "auto" if auto_map else None
+    mapping_ok = not needs_user_output_map(converted) or bool(item.output_map)
+    workflow_text = json.dumps(converted)
+    existing = conn.execute(
+        "SELECT id FROM workflows WHERE name = ? AND kind = ? AND workflow_json = ?",
+        (report["name"], kind, workflow_text),
+    ).fetchone()
+    if existing:
+        return {
+            "result": "skipped",
+            "skip_reason": "conflict",
+            "existing_id": existing["id"],
+        }
+    is_enabled = 1 if (usage and mapping_ok) else 0
+    cur = conn.execute(
+        """
+        INSERT INTO workflows (name, kind, workflow_json, input_schema, output_schema,
+                               description, prompt_profile, endpoint_id, is_enabled,
+                               usage, usage_source, output_map, output_map_source,
+                               category, model_family, media_io, tags, favorite,
+                               source, source_path)
+        VALUES (?, ?, ?, ?, ?, ?, ?, NULL, ?, ?, ?, ?, ?, ?, ?, ?, ?, 0, 'ui_convert', ?)
+        """,
+        (
+            report["name"],
+            kind,
+            workflow_text,
+            json.dumps(
+                item.input_schema if item.input_schema else parse_dynamic_inputs(converted)
+            ),
+            json.dumps(parse_dynamic_outputs(converted)),
+            item.description if item.description is not None else suggested["description"],
+            profile,
+            is_enabled,
+            usage,
+            usage_source,
+            output_map,
+            output_map_source,
+            suggested["category"],
+            suggested["model_family"],
+            json.dumps({"in": suggested["media_in"], "out": suggested["media_out"]}),
+            json.dumps(item.tags or []),
+            item.source_path,
+        ),
+    )
+    return {"result": "imported", "id": cur.lastrowid}
+
+
+async def _run_import(items: list[WorkflowUIFileItem]) -> dict[str, Any]:
+    reports: list[dict[str, Any]] = []
+    conn = get_db(settings.db_path)
+    try:
+        for item in items:
+            report, converted = _convert_one(item)
+            if not report.get("importable"):
+                report["result"] = "skipped"
+                reports.append(report)
+                continue
+            try:
+                outcome = _insert_converted(conn, item, report, converted)
+            except HTTPException as exc:
+                report["result"] = "failed"
+                report["skip_reason"] = str(exc.detail)
+                reports.append(report)
+                continue
+            conn.commit()
+            report.update(outcome)
+            reports.append(report)
+    finally:
+        conn.close()
+    imported = [r for r in reports if r.get("result") == "imported"]
+    skipped = [
+        {"name": r["name"], "source_path": r["source_path"], "reason": r.get("skip_reason")}
+        for r in reports
+        if r.get("result") != "imported"
+    ]
+    return {
+        "total": len(reports),
+        "imported": len(imported),
+        "skipped": len(skipped),
+        "imported_ids": [r["id"] for r in imported],
+        "skipped_files": skipped,
+        "files": reports,
+    }
+
+
+@router.post("/import-batch")
+async def import_workflows_batch(payload: WorkflowImportBatchRequest) -> dict[str, Any]:
+    """Batch-import UI-format workflows: convert server-side, insert what is
+    cleanly convertible, skip conflicts and anything uncertain. Re-running
+    with the same files creates zero new rows."""
+    return await _run_import(payload.files)
+
+
+@router.post("/import-scan")
+async def import_workflows_scan(payload: WorkflowImportScanRequest) -> dict[str, Any]:
+    """Scan a server-side directory for UI-format workflow JSONs and run the
+    convert (dry_run, default) or import pipeline over every file found."""
+    from pathlib import Path
+
+    root = Path(payload.root)
+    if not root.is_absolute():
+        candidates = [
+            Path.cwd() / root,
+            Path(__file__).resolve().parents[4] / root,
+        ]
+        root = next((c for c in candidates if c.is_dir()), root)
+    if not root.is_dir():
+        raise HTTPException(status_code=404, detail=f"目录不存在：{payload.root}")
+    items: list[WorkflowUIFileItem] = []
+    for path in sorted(root.rglob("*.json")):
+        try:
+            data = json.loads(path.read_text(encoding="utf-8"))
+        except (json.JSONDecodeError, OSError):
+            continue
+        if not (isinstance(data, dict) and isinstance(data.get("nodes"), list)):
+            continue  # API-format or non-workflow files: not this pipeline's job
+        items.append(
+            WorkflowUIFileItem(
+                source_path=str(path.relative_to(root)), workflow_json=data
+            )
+        )
+    if payload.dry_run:
+        files = [_convert_one(item)[0] for item in items]
+        counts = {
+            key: sum(1 for f in files if f["status"] == key) for key in ("ok", "warn", "fail")
+        }
+        return {
+            "total": len(files),
+            **counts,
+            "needs_confirmation": sum(1 for f in files if f["needs_confirmation"]),
+            "importable": sum(1 for f in files if f.get("importable")),
+            "files": files,
+        }
+    return await _run_import(items)
+
+
+@router.post("/{workflow_id}/touch")
+async def touch_workflow(workflow_id: int) -> dict[str, bool]:
+    """Record a use (最近使用) — called by the generate pipeline on enqueue."""
+    conn = get_db(settings.db_path)
+    try:
+        row = conn.execute("SELECT id FROM workflows WHERE id = ?", (workflow_id,)).fetchone()
+        if not row:
+            raise HTTPException(status_code=404, detail="Workflow not found")
+        conn.execute(
+            "UPDATE workflows SET last_used_at = CURRENT_TIMESTAMP WHERE id = ?",
+            (workflow_id,),
+        )
+        conn.commit()
+        return {"ok": True}
+    finally:
+        conn.close()

calliope-backend/tests/test_image_input_workflows.py

@@ -36,6 +36,7 @@ QWEN_EDIT = "qwen21_edit_sage_API.json"  # qwen-image-2.1-图片编辑-sage加
 EXAMPLES = Path(__file__).resolve().parents[2] / "example_ComfyUI_workflows"
 
 REF_KEY = "131@ref_images"
+LAST_KEY = "131@last_frame"
 
 
 def _load(name: str) -> dict:
@@ -61,7 +62,8 @@ def _ref_links(wf: dict, node_id: str = "131") -> list[tuple[str, str]]:
 # ---------------------------------------------------------------------------
 
 
-def test_i2v_exposes_one_required_first_frame_and_no_last_frame():
+def test_i2v_exposes_required_first_frame_and_optional_last_frame():
+    """HEL-671: the 04 export is H3 FL2VA — `last_frame` is unwired but real."""
     inputs = parse_dynamic_inputs(_load(I2V))
     media = [i for i in inputs if i["kind"] in ("image", "image_list", "video", "audio")]
     assert media == [
@@ -73,10 +75,36 @@ def test_i2v_exposes_one_required_first_frame_and_no_last_frame():
             "defaultValue": None,
             "required": True,
             "auto": True,
-        }
+        },
+        {
+            "nodeId": LAST_KEY,
+            "label": "尾帧",
+            "role": "last_frame",
+            "kind": "image",
+            "defaultValue": None,
+            "required": False,
+            "auto": True,
+        },
     ]
-    # the title comment about FL2V is not a slot
-    assert not any(i.get("role") == "last_frame" for i in inputs)
+
+
+def test_wired_last_frame_is_its_own_slot_not_a_second_virtual_one():
+    wf = _load(I2V)
+    wf["950"] = {"class_type": "LoadImage", "inputs": {"image": "last.png"}}
+    wf["131"]["inputs"]["last_frame"] = ["950", 0]
+    media = [i for i in parse_dynamic_inputs(wf) if i["kind"] == "image"]
+    assert [(i["nodeId"], i["role"], i["required"]) for i in media] == [
+        ("901", "first_frame", True),
+        ("950", "last_frame", True),
+    ]
+
+
+def test_first_frame_through_a_custom_loader_gets_no_last_frame_slot():
+    # Repo example: VHS_LoadImagePath → resize → first_frame; no slot pair to mirror.
+    wf = json.loads(
+        (EXAMPLES / "minimax_h3-Turbo_Image2Video_20260813_API.json").read_text(encoding="utf-8")
+    )
+    assert not any(i.get("role") == "last_frame" for i in parse_dynamic_inputs(wf))
 
 
 def test_ref2v_exposes_one_group_of_one_to_nine_reference_images():
@@ -201,6 +229,29 @@ def test_single_slot_values_patch_first_frame_and_qwen_input():
     assert qwen["4"]["inputs"]["resolution"] == 1536
 
 
+def test_patch_last_frame_adds_its_own_load_image():
+    base = _load(I2V)
+    wf = patch_workflow(base, {"901": "/u/first.png", LAST_KEY: "/u/last.png"})
+    node = wf["131"]["inputs"]
+    assert node["first_frame"] == ["901", 0]
+    last_id = node["last_frame"][0]
+    assert last_id not in base and node["last_frame"] == [last_id, 0]
+    assert wf[last_id]["class_type"] == "LoadImage"
+    assert wf[last_id]["inputs"] == {"image": "/u/last.png"}
+    assert wf["901"]["inputs"]["image"] == "/u/first.png"
+    # base untouched; patching the result again rewires nothing
+    assert "last_frame" not in base["131"]["inputs"]
+    again = patch_workflow(wf, {LAST_KEY: "/u/other.png"})
+    assert again["131"]["inputs"]["last_frame"] == [last_id, 0]
+
+
+def test_patch_without_last_frame_leaves_first_frame_only_graph():
+    for values in ({"901": "/u/first.png"}, {"901": "/u/first.png", LAST_KEY: ""}):
+        wf = patch_workflow(_load(I2V), values)
+        assert "last_frame" not in wf["131"]["inputs"]
+        assert sorted(wf) == sorted(_load(I2V))
+
+
 def test_legacy_job_values_keyed_by_load_image_still_patch():
     """Jobs queued before HEL-633 carry the LoadImage id, not the group key."""
     wf = patch_workflow(_load(REF), {"901": "/assets/uploads/old.png"})
@@ -265,6 +316,14 @@ def test_validate_rejects_bad_reference_files(uploads_dir):
 def test_validate_requires_first_frame_and_input_image():
     _, errs = validate_input_values(parse_dynamic_inputs(_load(I2V)), {"1": "p"})
     assert errs == ["请上传首帧"]
+    _, errs = validate_input_values(
+        parse_dynamic_inputs(_load(I2V)), {"1": "p", LAST_KEY: "/u/l.png"}
+    )
+    assert errs == ["请上传首帧"]
+    clean, errs = validate_input_values(
+        parse_dynamic_inputs(_load(I2V)), {"1": "p", "901": "/u/f.png"}
+    )
+    assert errs == [] and LAST_KEY not in clean
     _, errs = validate_input_values(parse_dynamic_inputs(_load(QWEN_EDIT)), {"4@prompt": "p"})
     assert errs == ["请上传输入图"]
 
@@ -403,9 +462,67 @@ def test_i2v_chain_uploads_first_frame(client, named_comfy):
     prompt = named_comfy.prompts[0]["prompt"]
     assert prompt["901"]["inputs"]["image"] == f"calliope/{Path(first).name}"
     assert prompt["131"]["inputs"]["first_frame"] == ["901", 0]
+    assert "last_frame" not in prompt["131"]["inputs"]
     assert prompt["124"]["inputs"]["denoise"] == 0.8
 
 
+def test_fl2v_chain_uploads_first_and_last_frame_into_their_own_inputs(client, named_comfy):
+    with _real_run(client, named_comfy):
+        wf_id = _import_workflow(client, "H3 首尾帧生视频", "video", _load(I2V))
+        listed = next(w for w in client.get("/api/workflows").json() if w["id"] == wf_id)
+        assert listed["usage"] == "image2video"
+        slots = {i["nodeId"]: i for i in listed["input_schema"] if i["kind"] == "image"}
+        assert slots["901"]["role"] == "first_frame" and slots[LAST_KEY]["role"] == "last_frame"
+        last = _upload(client, "尾帧.png")
+        r = _generate(client, wf_id, {"1": "从白天过渡到夜晚", LAST_KEY: last})
+        assert r.status_code == 400 and "请上传首帧" in r.json()["detail"]
+        first = _upload(client, "首帧.png")
+        r = _generate(client, wf_id, {"1": "从白天过渡到夜晚", "901": first, LAST_KEY: last})
+        assert r.status_code == 200, r.text
+        assert _wait_done(client, r.json()["job"]["id"])["status"] == "done"
+    prompt = named_comfy.prompts[0]["prompt"]
+    node = prompt["131"]["inputs"]
+    assert prompt[node["first_frame"][0]]["inputs"]["image"] == f"calliope/{Path(first).name}"
+    assert prompt[node["last_frame"][0]]["inputs"]["image"] == f"calliope/{Path(last).name}"
+    assert node["first_frame"][0] != node["last_frame"][0]
+    assert sorted(named_comfy.upload_names) == sorted([Path(first).name, Path(last).name])
+
+
+def test_migration_renames_the_imported_first_frame_workflow(tmp_path):
+    import asyncio
+    import sqlite3
+
+    from calliope.db import migrate_db
+
+    db = tmp_path / "c.db"
+    asyncio.run(migrate_db(db))
+    conn = sqlite3.connect(db)
+    i2v, ref = json.dumps(_load(I2V)), json.dumps(_load(REF))
+    conn.executemany(
+        "INSERT INTO workflows (name, kind, workflow_json, description) VALUES (?, 'video', ?, ?)",
+        [
+            ("H3 图生视频·首帧（04 用户提供）", i2v, None),
+            ("H3图生视频·首帧", i2v, "我自己写的说明"),
+            ("图生视频·首帧模板", ref, None),  # not the FL2VA graph — left alone
+            ("我的视频工作流", i2v, None),  # user already renamed — left alone
+        ],
+    )
+    conn.commit()
+    conn.close()
+    asyncio.run(migrate_db(db))
+    asyncio.run(migrate_db(db))  # idempotent
+    conn = sqlite3.connect(db)
+    rows = conn.execute("SELECT name, description FROM workflows ORDER BY id").fetchall()
+    conn.close()
+    assert rows[0] == (
+        "H3 首尾帧生视频（04 用户提供）",
+        "首帧必填，尾帧可选：只传首帧为图生视频，同时传尾帧为首尾帧生视频",
+    )
+    assert rows[1] == ("H3首尾帧生视频", "我自己写的说明")  # suffix kept, description kept
+    assert rows[2] == ("图生视频·首帧模板", None)
+    assert rows[3] == ("我的视频工作流", None)
+
+
 def test_broken_qwen_import_warns_and_generation_is_refused(client, named_comfy):
     with _real_run(client, named_comfy):
         analyzed = client.post("/api/workflows/analyze", json={"workflow_json": _load(QWEN_EDIT)})

calliope-backend/tests/test_playground_workbench_flowback.py

@@ -0,0 +1,350 @@
+"""HEL-684 — playground takes flow back to their workbench source row.
+
+Covers the acceptance list: real-context-only passthrough (no guessing,
+stale rows rejected), explicit flow-back with idempotency (repeated
+operations create no duplicates), cancelled/independent paths never
+writing the project, and playground job deletion clearing the link.
+"""
+
+from __future__ import annotations
+
+import tempfile
+import time
+from pathlib import Path
+
+import pytest
+from fastapi.testclient import TestClient
+
+from calliope.db import migrate_db
+from calliope.main import create_app
+
+SAMPLE_WORKFLOW = {
+    "1": {
+        "class_type": "CLIPTextEncode",
+        "inputs": {"text": "hello"},
+        "_meta": {"title": "Prompt (Input:prompt)"},
+    },
+    "2": {
+        "class_type": "SaveImage",
+        "inputs": {"images": ["1", 0]},
+        "_meta": {"title": "Save (Output:image)"},
+    },
+}
+
+SAMPLE_VIDEO_WORKFLOW = {
+    "1": {
+        "class_type": "CLIPTextEncode",
+        "inputs": {"text": "hello"},
+        "_meta": {"title": "Prompt (Input:prompt)"},
+    },
+    "2": {
+        "class_type": "SaveVideo",
+        "inputs": {"video": ["1", 0]},
+        "_meta": {"title": "Save (Output:video)"},
+    },
+}
+
+
+@pytest.fixture
+def client(monkeypatch):
+    with tempfile.TemporaryDirectory() as tmpdir:
+        import asyncio
+
+        import calliope.config as config_module
+
+        s = config_module.settings
+        prev = {
+            "data_dir": s.data_dir,
+            "assets_dir": s.assets_dir,
+            "dry_run": s.dry_run,
+        }
+        s.data_dir = Path(tmpdir)
+        s.assets_dir = Path(tmpdir) / "assets"
+        s.assets_dir.mkdir(parents=True, exist_ok=True)
+        s.dry_run = True
+        monkeypatch.setattr(config_module.Settings, "save_config_file", lambda self: None)
+        asyncio.run(migrate_db(s.db_path))
+        app = create_app()
+        try:
+            with TestClient(app) as c:
+                yield c
+        finally:
+            for k, v in prev.items():
+                setattr(s, k, v)
+
+
+def _wait_done(client: TestClient, job_id: int) -> dict:
+    for _ in range(60):
+        jobs = client.get("/api/playground/jobs").json()
+        done = next((j for j in jobs if j["id"] == job_id and j["status"] == "done"), None)
+        if done and done.get("output_paths"):
+            return done
+        time.sleep(0.25)
+    raise AssertionError("playground job did not finish in dry-run")
+
+
+def _seed_assets_stage(client: TestClient) -> dict:
+    proj = client.post("/api/projects", json={"title": "Reel"}).json()
+    # Real stage rows the way the workbench itself creates them.
+    patch = client.patch(
+        f"/api/workbench/projects/{proj['id']}/stages/assets",
+        json={
+            "content": {
+                "assets": [
+                    {
+                        "id": "asset-1",
+                        "kind": "character",
+                        "name": "林夏",
+                        "description": "",
+                        "prompt": "a stoic courier",
+                        "negative_prompt": "",
+                    }
+                ]
+            }
+        },
+    )
+    assert patch.status_code == 200, patch.text
+    return proj
+
+
+def _context(proj: dict, **over: object) -> dict:
+    base = {
+        "project_id": proj["id"],
+        "stage": "assets",
+        "source_kind": "asset",
+        "source_id": "asset-1",
+        "label": "角色「林夏」",
+    }
+    base.update(over)
+    return base
+
+
+def _make_workflow(client: TestClient, name: str, workflow: dict) -> int:
+    r = client.post(
+        "/api/workflows",
+        json={
+            "name": name,
+            "kind": "video" if "SaveVideo" in str(workflow) else "image",
+            "workflow_json": workflow,
+        },
+    )
+    assert r.status_code == 200, r.text
+    return r.json()["id"]
+
+
+# ── context passthrough ────────────────────────────────────────────────
+
+
+def test_generate_with_context_stamps_job_and_stays_on_playground(client):
+    wf_id = _make_workflow(client, "FB Img", SAMPLE_WORKFLOW)
+    proj = _seed_assets_stage(client)
+
+    r = client.post(
+        "/api/playground/generate",
+        json={
+            "workflow_id": wf_id,
+            "input_values": {"1": "a cat"},
+            "source": "studio-image",
+            "context": _context(proj),
+        },
+    )
+    assert r.status_code == 200, r.text
+    job = r.json()["job"]
+    assert job["payload"]["workbench"]["project_id"] == proj["id"]
+    assert job["payload"]["workbench"]["source_id"] == "asset-1"
+    assert job["payload"]["workbench"]["label"] == "角色「林夏」"
+
+    # The job itself rides the hidden playground project — independent
+    # desk behavior (feed, SSE, tasks) is untouched.
+    scratch = client.get("/api/playground/project").json()
+    assert job["project_id"] == scratch["id"]
+
+
+def test_generate_without_context_writes_nothing_to_any_project(client):
+    wf_id = _make_workflow(client, "FB Solo", SAMPLE_WORKFLOW)
+    _seed_assets_stage(client)
+    r = client.post(
+        "/api/playground/generate",
+        json={"workflow_id": wf_id, "input_values": {"1": "solo"}},
+    )
+    assert r.status_code == 200
+    assert "workbench" not in r.json()["job"]["payload"]
+
+
+def test_generate_rejects_fake_or_stale_context(client):
+    wf_id = _make_workflow(client, "FB Fake", SAMPLE_WORKFLOW)
+    proj = _seed_assets_stage(client)
+
+    # Unknown project
+    r = client.post(
+        "/api/playground/generate",
+        json={"workflow_id": wf_id, "context": _context(proj, project_id=99999)},
+    )
+    assert r.status_code == 404
+
+    # Source row that does not exist in the stage content
+    r = client.post(
+        "/api/playground/generate",
+        json={"workflow_id": wf_id, "context": _context(proj, source_id="asset-404")},
+    )
+    assert r.status_code == 409
+
+    # Kind mismatch: assets stage wants an image workflow
+    video_wf = _make_workflow(client, "FB Vid", SAMPLE_VIDEO_WORKFLOW)
+    r = client.post(
+        "/api/playground/generate",
+        json={"workflow_id": video_wf, "context": _context(proj)},
+    )
+    assert r.status_code == 422
+
+    # The playground scratch project is not a valid source
+    scratch = client.get("/api/playground/project").json()
+    r = client.post(
+        "/api/playground/generate",
+        json={"workflow_id": wf_id, "context": _context(proj, project_id=scratch["id"])},
+    )
+    assert r.status_code == 400
+
+
+# ── flow back ──────────────────────────────────────────────────────────
+
+
+def test_attach_workbench_links_take_to_source_row(client):
+    wf_id = _make_workflow(client, "FB Link", SAMPLE_WORKFLOW)
+    proj = _seed_assets_stage(client)
+    job = client.post(
+        "/api/playground/generate",
+        json={"workflow_id": wf_id, "input_values": {"1": "a cat"}, "context": _context(proj)},
+    ).json()["job"]
+
+    # Not done yet → refused, nothing written.
+    early = client.post("/api/playground/attach-workbench", json={"job_id": job["id"]})
+    assert early.status_code == 400
+
+    done = _wait_done(client, job["id"])
+
+    r = client.post("/api/playground/attach-workbench", json={"job_id": job["id"]})
+    assert r.status_code == 200, r.text
+    body = r.json()
+    assert body["already_attached"] is False
+    assert body["project_id"] == proj["id"]
+    assert body["target_id"] == "asset-1"
+
+    # The workbench overview now shows the artifact on the source row,
+    # through the exact enrichment path in-flow generation uses.
+    overview = client.get(f"/api/workbench/projects/{proj['id']}").json()
+    assets_stage = next(s for s in overview["stages"] if s["stage_key"] == "assets")
+    row = next(a for a in assets_stage["content"]["assets"] if a["id"] == "asset-1")
+    assert row["job"]["id"] == body["attached_job_id"]
+    assert row["job"]["status"] == "done"
+    assert row["job"]["output"] == done["output_paths"][0]
+
+    # Repeated flow-back: idempotent, no duplicate row.
+    again = client.post("/api/playground/attach-workbench", json={"job_id": job["id"]})
+    assert again.status_code == 200
+    assert again.json()["already_attached"] is True
+    assert again.json()["attached_job_id"] == body["attached_job_id"]
+
+    # The desk jobs list reports the honest 已回流 marker.
+    jobs = client.get("/api/playground/jobs").json()
+    listed = next(j for j in jobs if j["id"] == job["id"])
+    assert listed["workbench_attach"]["job_id"] == body["attached_job_id"]
+
+
+def test_attach_workbench_requires_real_context(client):
+    wf_id = _make_workflow(client, "FB NoCtx", SAMPLE_WORKFLOW)
+    job = client.post(
+        "/api/playground/generate",
+        json={"workflow_id": wf_id, "input_values": {"1": "solo"}},
+    ).json()["job"]
+    _wait_done(client, job["id"])
+
+    r = client.post("/api/playground/attach-workbench", json={"job_id": job["id"]})
+    assert r.status_code == 400
+    assert "独立" in r.json()["detail"]
+
+
+def test_attach_workbench_refuses_regenerated_source(client):
+    wf_id = _make_workflow(client, "FB Stale", SAMPLE_WORKFLOW)
+    proj = _seed_assets_stage(client)
+    job = client.post(
+        "/api/playground/generate",
+        json={"workflow_id": wf_id, "input_values": {"1": "a cat"}, "context": _context(proj)},
+    ).json()["job"]
+    _wait_done(client, job["id"])
+
+    # Stage content regenerated: the old row id is gone.
+    client.patch(
+        f"/api/workbench/projects/{proj['id']}/stages/assets",
+        json={
+            "content": {
+                "assets": [
+                    {
+                        "id": "asset-2",
+                        "kind": "prop",
+                        "name": "Blaster",
+                        "description": "",
+                        "prompt": "a blaster",
+                        "negative_prompt": "",
+                    }
+                ]
+            }
+        },
+    )
+
+    r = client.post("/api/playground/attach-workbench", json={"job_id": job["id"]})
+    assert r.status_code == 409
+    overview = client.get(f"/api/workbench/projects/{proj['id']}").json()
+    assets_stage = next(s for s in overview["stages"] if s["stage_key"] == "assets")
+    assert all("job" not in a for a in assets_stage["content"]["assets"])
+
+
+def test_attach_workbench_allows_new_flow_job_to_take_over(client):
+    """A later in-flow generation for the same row wins the display, as
+    the enrichment keeps the newest workbench job per target."""
+    wf_id = _make_workflow(client, "FB Takeover", SAMPLE_WORKFLOW)
+    proj = _seed_assets_stage(client)
+    job = client.post(
+        "/api/playground/generate",
+        json={"workflow_id": wf_id, "input_values": {"1": "a cat"}, "context": _context(proj)},
+    ).json()["job"]
+    _wait_done(client, job["id"])
+    link = client.post("/api/playground/attach-workbench", json={"job_id": job["id"]}).json()
+
+    flow = client.post(
+        f"/api/workbench/projects/{proj['id']}/generate",
+        json={
+            "kind": "image",
+            "stage_key": "assets",
+            "target_id": "asset-1",
+            "prompt": "in-flow take",
+        },
+    )
+    assert flow.status_code == 200, flow.text
+
+    overview = client.get(f"/api/workbench/projects/{proj['id']}").json()
+    assets_stage = next(s for s in overview["stages"] if s["stage_key"] == "assets")
+    row = next(a for a in assets_stage["content"]["assets"] if a["id"] == "asset-1")
+    assert row["job"]["id"] != link["attached_job_id"]
+
+
+def test_delete_playground_job_removes_workbench_link(client):
+    wf_id = _make_workflow(client, "FB Del", SAMPLE_WORKFLOW)
+    proj = _seed_assets_stage(client)
+    job = client.post(
+        "/api/playground/generate",
+        json={"workflow_id": wf_id, "input_values": {"1": "a cat"}, "context": _context(proj)},
+    ).json()["job"]
+    done = _wait_done(client, job["id"])
+    link = client.post("/api/playground/attach-workbench", json={"job_id": job["id"]}).json()
+
+    dead = client.delete(f"/api/playground/jobs/{job['id']}")
+    assert dead.status_code == 200
+    assert dead.json()["removed_workbench_links"] == [link["attached_job_id"]]
+
+    # The link row is gone: the project row no longer points at deleted files.
+    overview = client.get(f"/api/workbench/projects/{proj['id']}").json()
+    assets_stage = next(s for s in overview["stages"] if s["stage_key"] == "assets")
+    row = next(a for a in assets_stage["content"]["assets"] if a["id"] == "asset-1")
+    assert "job" not in row or row["job"]["id"] != link["attached_job_id"]
+    assert not Path(done["output_paths"][0]).exists()

calliope-backend/tests/test_ui_convert.py

@@ -0,0 +1,449 @@
+"""HEL-681: UI→API converter unit tests + ground-truth cross-checks.
+
+The synthetic graphs pin the structural semantics (reroute / bypass / mute /
+subgraph expansion / Set-Get variables / control_after_generate pairing);
+the corpus section runs the real 146-file library and the repo's API exports.
+"""
+
+from __future__ import annotations
+
+import copy
+import json
+from pathlib import Path
+
+import pytest
+
+from calliope.comfyui.lint import workflow_warnings
+from calliope.comfyui.ui_convert import convert_ui_workflow
+
+EXAMPLES = Path(__file__).resolve().parents[2] / "example_ComfyUI_workflows"
+
+
+def _node(nid, ntype, *, mode=0, inputs=None, outputs=None, wv=None, wvn=None, title=None):
+    node = {"id": nid, "type": ntype, "mode": mode, "inputs": inputs or [], "order": 0}
+    if outputs is not None:
+        node["outputs"] = outputs
+    if wv is not None:
+        node["widgets_values"] = wv
+    if wvn is not None:
+        node["widgets_values_named"] = wvn
+    if title:
+        node["title"] = title
+    return node
+
+
+def _in_slot(name, type_, link=None, widget=None):
+    entry = {"name": name, "type": type_, "link": link}
+    if widget:
+        entry["widget"] = {"name": widget}
+    return entry
+
+
+def _out(name, type_, links=None):
+    return {"name": name, "type": type_, "links": links or [], "slot_index": 0}
+
+
+def _base_graph():
+    """text2image: loader → prompts/latent → KSampler → VAE → SaveImage."""
+    nodes = [
+        _node(
+            1,
+            "CheckpointLoaderSimple",
+            outputs=[_out("MODEL", "MODEL"), _out("CLIP", "CLIP"), _out("VAE", "VAE")],
+            wv=["model.safetensors"],
+            inputs=[_in_slot("ckpt_name", "COMBO", widget="ckpt_name")],
+        ),
+        _node(
+            2,
+            "CLIPTextEncode",
+            inputs=[
+                _in_slot("clip", "CLIP", link=1),
+                _in_slot("text", "STRING", widget="text"),
+            ],
+            outputs=[_out("CONDITIONING", "CONDITIONING")],
+            wv=["a cat"],
+        ),
+        _node(
+            3,
+            "CLIPTextEncode",
+            inputs=[
+                _in_slot("clip", "CLIP", link=2),
+                _in_slot("text", "STRING", widget="text"),
+            ],
+            outputs=[_out("CONDITIONING", "CONDITIONING")],
+            wv=["bad quality"],
+        ),
+        _node(
+            4,
+            "EmptyLatentImage",
+            inputs=[
+                _in_slot("width", "INT", widget="width"),
+                _in_slot("height", "INT", widget="height"),
+                _in_slot("batch_size", "INT", widget="batch_size"),
+            ],
+            outputs=[_out("LATENT", "LATENT")],
+            wv=[512, 512, 1],
+        ),
+        _node(
+            5,
+            "KSampler",
+            inputs=[
+                _in_slot("model", "MODEL", link=3),
+                _in_slot("positive", "CONDITIONING", link=4),
+                _in_slot("negative", "CONDITIONING", link=5),
+                _in_slot("latent_image", "LATENT", link=6),
+                _in_slot("seed", "INT", widget="seed"),
+                _in_slot("steps", "INT", widget="steps"),
+                _in_slot("cfg", "FLOAT", widget="cfg"),
+                _in_slot("sampler_name", "COMBO", widget="sampler_name"),
+                _in_slot("scheduler", "COMBO", widget="scheduler"),
+                _in_slot("denoise", "FLOAT", widget="denoise"),
+            ],
+            outputs=[_out("LATENT", "LATENT")],
+            # seed 42 + control "fixed" rides together, then five widgets
+            wv=[42, "fixed", 20, 7, "euler", "normal", 1.0],
+        ),
+        _node(
+            6,
+            "VAEDecode",
+            inputs=[
+                _in_slot("samples", "LATENT", link=7),
+                _in_slot("vae", "VAE", link=8),
+            ],
+            outputs=[_out("IMAGE", "IMAGE")],
+        ),
+        _node(
+            7,
+            "SaveImage",
+            inputs=[
+                _in_slot("images", "IMAGE", link=9),
+                _in_slot("filename_prefix", "STRING", widget="filename_prefix"),
+            ],
+            wv=["test"],
+        ),
+    ]
+    links = [
+        [1, 1, 1, 2, 0, "CLIP"],
+        [2, 1, 1, 3, 0, "CLIP"],
+        [3, 1, 0, 5, 0, "MODEL"],
+        [4, 2, 0, 5, 1, "CONDITIONING"],
+        [5, 3, 0, 5, 2, "CONDITIONING"],
+        [6, 4, 0, 5, 3, "LATENT"],
+        [7, 5, 0, 6, 0, "LATENT"],
+        [8, 1, 2, 6, 1, "VAE"],
+        [9, 6, 0, 7, 0, "IMAGE"],
+    ]
+    return {"nodes": nodes, "links": links, "last_node_id": 7, "last_link_id": 9}
+
+
+def _convert(graph):
+    return convert_ui_workflow(graph)
+
+
+def test_clean_conversion_maps_everything():
+    result = _convert(_base_graph())
+    assert result.status == "ok"
+    assert result.needs_confirmation is False
+    wf = result.workflow
+    assert set(wf) == {"1", "2", "3", "4", "5", "6", "7"}
+    ks = wf["5"]
+    assert ks["class_type"] == "KSampler"
+    assert ks["inputs"]["seed"] == 42  # control_after_generate consumed silently
+    assert ks["inputs"]["steps"] == 20
+    assert ks["inputs"]["denoise"] == 1.0
+    assert ks["inputs"]["model"] == ["1", 0]
+    assert ks["inputs"]["latent_image"] == ["4", 0]
+    # lint on the converted graph must be error-free
+    assert not [w for w in workflow_warnings(wf) if w["level"] == "error"]
+
+
+def test_upload_button_widgets_are_consumed_but_never_emitted():
+    graph = _base_graph()
+    load = _node(
+        8,
+        "LoadImage",
+        inputs=[
+            _in_slot("image", "COMBO", widget="image"),
+            _in_slot("upload", "IMAGEUPLOAD", widget="upload"),
+        ],
+        outputs=[_out("IMAGE", "IMAGE")],
+        wv=["sample.png", "image"],
+    )
+    save = _node(
+        9,
+        "PreviewImage",
+        inputs=[
+            _in_slot("images", "IMAGE", link=20),
+            _in_slot("filename_prefix", "STRING", widget="filename_prefix"),
+        ],
+        wv=["preview"],
+    )
+    graph["nodes"] += [load, save]
+    graph["links"].append([20, 8, 0, 9, 0, "IMAGE"])
+    result = _convert(graph)
+    assert result.workflow["8"]["inputs"] == {"image": "sample.png"}
+
+
+def test_reroute_pass_through():
+    graph = _base_graph()
+    reroute = _node(8, "Reroute", inputs=[_in_slot("(in)", "*", link=9)])
+    graph["nodes"].append(reroute)
+    # SaveImage now fed by the reroute instead of VAEDecode directly
+    graph["nodes"][6]["inputs"][0]["link"] = 10
+    graph["links"].append([10, 8, 0, 7, 0, "IMAGE"])
+    result = _convert(graph)
+    assert result.workflow["7"]["inputs"]["images"] == ["6", 0]
+    assert "8" not in result.workflow
+
+
+def test_bypass_pass_through_and_mute_drop():
+    graph = _base_graph()
+    # bypass the KSampler: VAEDecode.samples must fall back to the latent
+    graph["nodes"][4]["mode"] = 4
+    result = _convert(graph)
+    assert result.workflow["6"]["inputs"]["samples"] == ["4", 0]
+    # mute the negative prompt: the link input is dropped with a warning
+    graph = _base_graph()
+    graph["nodes"][2]["mode"] = 2
+    result = _convert(graph)
+    assert "negative" not in result.workflow["5"]["inputs"]
+    assert any(i.code == "muted_input_dropped" for i in result.issues)
+
+
+def test_widget_entry_with_muted_upstream_falls_back_to_value():
+    graph = _base_graph()
+    # feed seed from a muted PrimitiveInt via a converted widget input
+    prim = _node(
+        9,
+        "PrimitiveInt",
+        mode=2,
+        inputs=[_in_slot("value", "INT", widget="value"), _in_slot("control", "COMBO", widget="control")],
+        wv=[7],
+    )
+    graph["nodes"].append(prim)
+    graph["nodes"][4]["inputs"][4]["link"] = 11  # seed ← primitive
+    graph["links"].append([11, 9, 0, 5, 4, "INT"])
+    result = _convert(graph)
+    assert result.workflow["5"]["inputs"]["seed"] == 42
+
+
+def test_subgraph_expansion_and_boundary_wiring():
+    graph = _base_graph()
+    # pack the EmptyLatentImage into a subgraph exposing width/height widgets
+    del graph["nodes"][3]
+    graph["nodes"] = [n for n in graph["nodes"] if n["id"] != 4]
+    sub_id = "aaaa-bbbb-cccc-dddd-eeee"
+    packed = _node(
+        20,
+        sub_id,
+        inputs=[
+            _in_slot("width", "INT", widget="width"),
+            _in_slot("height", "INT", widget="height"),
+        ],
+        outputs=[_out("LATENT", "LATENT")],
+        wv=[640, 384],
+    )
+    graph["nodes"].append(packed)
+    # KSampler latent_image ← packed output
+    graph["links"] = [l for l in graph["links"] if l[0] != 6]
+    graph["links"].append([6, 20, 0, 5, 3, "LATENT"])
+    graph["definitions"] = {
+        "subgraphs": [
+            {
+                "id": sub_id,
+                "name": "Latent",
+                "inputs": [
+                    {"name": "width", "type": "INT"},
+                    {"name": "height", "type": "INT"},
+                ],
+                "outputs": [{"name": "LATENT", "type": "LATENT"}],
+                "inputNode": {"id": -10},
+                "outputNode": {"id": -20},
+                "nodes": [
+                    _node(
+                        5,
+                        "EmptyLatentImage",
+                        inputs=[
+                            _in_slot("width", "INT", widget="width", link=101),
+                            _in_slot("height", "INT", widget="height", link=102),
+                            _in_slot("batch_size", "INT", widget="batch_size"),
+                        ],
+                        outputs=[_out("LATENT", "LATENT")],
+                        wv=[512, 512, 1],
+                    ),
+                ],
+                "links": [
+                    {"id": 101, "origin_id": -10, "origin_slot": 0, "target_id": 5, "target_slot": 0, "type": "INT"},
+                    {"id": 102, "origin_id": -10, "origin_slot": 1, "target_id": 5, "target_slot": 1, "type": "INT"},
+                    {"id": 103, "origin_id": 5, "origin_slot": 0, "target_id": -20, "target_slot": 0, "type": "LATENT"},
+                ],
+            }
+        ]
+    }
+    result = _convert(graph)
+    wf = result.workflow
+    assert "20:5" in wf  # qualified packed:inner id, ComfyUI's own scheme
+    inner = wf["20:5"]
+    assert inner["class_type"] == "EmptyLatentImage"
+    # exposed widget values from the packed instance, not the inner defaults
+    assert inner["inputs"]["width"] == 640
+    assert inner["inputs"]["height"] == 384
+    assert inner["inputs"]["batch_size"] == 1
+    assert wf["5"]["inputs"]["latent_image"] == ["20:5", 0]
+    # now wire the packed width slot from outside: boundary becomes a link
+    res_node = _node(
+        21,
+        "ResolutionSelector",
+        inputs=[_in_slot("aspect_ratio", "COMBO", widget="aspect_ratio")],
+        outputs=[_out("width", "INT"), _out("height", "INT")],
+        wv=["1:1"],
+    )
+    graph["nodes"].append(res_node)
+    graph["nodes"][-2]["inputs"][0]["link"] = 12  # packed width ← selector
+    graph["links"].append([12, 21, 0, 20, 0, "INT"])
+    wf2 = _convert(graph).workflow
+    assert wf2["20:5"]["inputs"]["width"] == ["21", 0]
+    assert wf2["20:5"]["inputs"]["height"] == 384
+
+
+def test_set_get_variables_resolve_to_captured_source():
+    graph = _base_graph()
+    setter = _node(8, "SetNode", inputs=[_in_slot("*", "*", link=8)], wv=["the_vae"])
+    getter = _node(9, "GetNode", wv=["the_vae"], outputs=[_out("VAE", "VAE")])
+    graph["nodes"] += [setter, getter]
+    # VAEDecode.vae now fed via the variable
+    graph["nodes"][5]["inputs"][1]["link"] = 13
+    graph["links"] = [l for l in graph["links"] if l[0] != 8]
+    graph["links"] += [
+        [8, 1, 2, 8, 0, "VAE"],
+        [13, 9, 0, 6, 1, "VAE"],
+    ]
+    result = _convert(graph)
+    assert "8" not in result.workflow and "9" not in result.workflow
+    assert result.workflow["6"]["inputs"]["vae"] == ["1", 2]
+
+
+def test_unknown_widget_order_lands_in_needs_confirmation():
+    graph = _base_graph()
+    # an old-frontend node: positional widgets, no widget markers, no registry
+    graph["nodes"].append(
+        _node(10, "MysteryCustomNode", inputs=[], outputs=[_out("IMAGE", "IMAGE")], wv=[1, 2, 3])
+    )
+    save = _node(
+        11,
+        "PreviewImage",
+        inputs=[_in_slot("images", "IMAGE", link=30)],
+        wv=["preview"],
+    )
+    graph["nodes"].append(save)
+    graph["links"].append([30, 10, 0, 11, 0, "IMAGE"])
+    result = _convert(graph)
+    assert result.needs_confirmation is True
+    assert any(i.code == "widget_unmapped" for i in result.issues)
+    # the node is still converted structurally — the report carries the doubt
+    assert "10" in result.workflow
+
+
+def test_not_ui_format_fails_fast():
+    result = convert_ui_workflow({"3": {"class_type": "SaveImage", "inputs": {}}})
+    assert result.status == "fail"
+    assert result.workflow is None
+
+
+# ---------------------------------------------------------------------------
+# Real corpus: the 146 UI files + ground-truth API cross-checks (对拍).
+# ---------------------------------------------------------------------------
+
+pytestmark_convert = pytest.mark.skipif(
+    not EXAMPLES.is_dir(), reason="example_ComfyUI_workflows not checked out"
+)
+
+
+@pytest.mark.skipif(not EXAMPLES.is_dir(), reason="example library missing")
+def test_corpus_146_files_all_convert():
+    ui_files = [
+        p
+        for p in sorted(EXAMPLES.rglob("*.json"))
+        if isinstance(json.loads(p.read_text(encoding="utf-8")), dict)
+        and isinstance(json.loads(p.read_text(encoding="utf-8")).get("nodes"), list)
+    ]
+    assert len(ui_files) == 146
+    statuses = {"ok": 0, "warn": 0, "fail": 0}
+    needs_confirmation = 0
+    for path in ui_files:
+        data = json.loads(path.read_text(encoding="utf-8"))
+        result = convert_ui_workflow(data)
+        statuses[result.status] += 1
+        needs_confirmation += result.needs_confirmation
+        assert result.workflow, f"{path.name} produced no workflow"
+        # structural sanity: no dangling links in any conversion
+        nodes = result.workflow
+        for nid, node in nodes.items():
+            for name, val in node.get("inputs", {}).items():
+                if isinstance(val, list):
+                    assert str(val[0]) in nodes, f"{path.name}: {nid}.{name} dangles"
+    assert statuses["fail"] == 0
+    assert statuses["ok"] + statuses["warn"] == 146
+    # files whose widget order cannot be trusted are flagged, never hidden
+    assert 0 < needs_confirmation < 10
+
+
+@pytest.mark.skipif(not EXAMPLES.is_dir(), reason="example library missing")
+def test_cross_check_against_ground_truth_exports():
+    """The H3 t2v UI export converts to the same node classes the author's
+    own API export carries; shared classes agree on scalar input names."""
+    ui = json.loads(
+        (EXAMPLES / "4-视频生成/Minimax-h3/minimax_h3_t2v_文生视频.json").read_text(encoding="utf-8")
+    )
+    api = json.loads(
+        (EXAMPLES / "minimax_h3-Turbo_Text2Video_20260813_API.json").read_text(encoding="utf-8")
+    )
+    result = convert_ui_workflow(ui)
+    assert result.status in ("ok", "warn")
+    converted = result.workflow
+    api_classes = {n["class_type"] for n in api.values()}
+    # Every scalar name the conversion emits for a shared class must be an
+    # input name the author's own export knows — wiring may differ between
+    # versions (a muted branch falls back to its widget value), but the NAME
+    # mapping must never invent or swap inputs.
+    for cls in api_classes & {n["class_type"] for n in converted.values()}:
+        api_names = {
+            key
+            for n in api.values()
+            if n["class_type"] == cls
+            for key in n.get("inputs", {})
+        }
+        conv_names = {
+            key
+            for n in converted.values()
+            if n["class_type"] == cls
+            for key, v in n.get("inputs", {}).items()
+            if not isinstance(v, list)
+        }
+        assert conv_names <= api_names, f"class {cls} invents inputs: {conv_names - api_names}"
+
+
+@pytest.mark.skipif(not EXAMPLES.is_dir(), reason="example library missing")
+def test_packed_krea2_conversion_shape_matches_export_scheme():
+    """The krea2 turbo file (packed subgraph) converts ok, expands inner nodes
+    under `<packed>:<inner>` ids and maps the sampler widgets exactly — the
+    same scheme the author's own Krea2 API export uses (ids like "171:153")."""
+    ui = json.loads(
+        (EXAMPLES / "3-图像生成/krea2/krea2_turbo_文生图.json").read_text(encoding="utf-8")
+    )
+    api = json.loads(
+        (EXAMPLES / "Krea2_t2i_20260818_API.json").read_text(encoding="utf-8")
+    )
+    result = convert_ui_workflow(ui)
+    assert result.status == "ok"
+    assert any(":" in nid for nid in result.workflow)  # expanded subgraph nodes
+    assert any("171:" in nid for nid in api)  # ground truth uses the same scheme
+    ks = [
+        n
+        for n in result.workflow.values()
+        if n["class_type"] == "KSampler" and not isinstance(n["inputs"].get("seed"), list)
+    ]
+    assert ks, "inner KSampler with widget-mapped seed expected"
+    assert {"seed", "steps", "cfg", "sampler_name", "scheduler", "denoise"} <= set(
+        ks[0]["inputs"]
+    )

calliope-backend/tests/test_usage_classifier.py

@@ -82,13 +82,16 @@ def test_a2_qwen_edit_variant_with_new_ids_titles_and_model_stays_image2image():
     assert len(mask) == 1  # mask never counts as an input image
 
 
-def test_a3_i2v_variant_renamed_still_image2video_first_frame_only():
+def test_a3_i2v_variant_renamed_still_image2video_with_optional_last_frame():
     wf = _rename_everything(_load(FIXTURES / "h3_i2v_04_API.json"))
     c = classify_usage(wf)
     assert c["usage"] == "image2video"
     media = _media(parse_dynamic_inputs(wf))
-    assert [i.get("role") for i in media] == ["first_frame"]
-    # A3: no first/last pair → the pair validation must not fire
+    # HEL-671: the FL2VA node's unwired last_frame is offered, but optional
+    assert [(i.get("role"), i["required"]) for i in media] == [
+        ("first_frame", True),
+        ("last_frame", False),
+    ]
     assert blocking_problem(wf) is None
 
 

calliope-backend/tests/test_workflow_import_batch.py

@@ -0,0 +1,421 @@
+"""HEL-681 (S2): batch import endpoints, meta list view, migration safety.
+
+Everything runs on a temp DB via the shared client fixture — the real
+146-file library is never touched, matching the card's「不导入生产数据」boundary.
+"""
+
+from __future__ import annotations
+
+import json
+import sqlite3
+from pathlib import Path
+
+from calliope.db import migrate_db
+
+import pytest
+
+
+EXAMPLES = Path(__file__).resolve().parents[2] / "example_ComfyUI_workflows"
+
+
+def _ui_graph():
+    """Minimal clean t2i UI graph (same shape as test_ui_convert's)."""
+    return {
+        "nodes": [
+            {
+                "id": 1,
+                "type": "CheckpointLoaderSimple",
+                "mode": 0,
+                "inputs": [{"name": "ckpt_name", "type": "COMBO", "widget": {"name": "ckpt_name"}, "link": None}],
+                "outputs": [
+                    {"name": "MODEL", "type": "MODEL", "links": [3], "slot_index": 0},
+                    {"name": "CLIP", "type": "CLIP", "links": [1, 2], "slot_index": 1},
+                    {"name": "VAE", "type": "VAE", "links": [8], "slot_index": 2},
+                ],
+                "widgets_values": ["qwen_image_2.safetensors"],
+            },
+            {
+                "id": 2,
+                "type": "CLIPTextEncode",
+                "mode": 0,
+                "inputs": [
+                    {"name": "clip", "type": "CLIP", "link": 1},
+                    {"name": "text", "type": "STRING", "widget": {"name": "text"}, "link": None},
+                ],
+                "outputs": [{"name": "CONDITIONING", "type": "CONDITIONING", "links": [4], "slot_index": 0}],
+                "widgets_values": ["a cat"],
+            },
+            {
+                "id": 3,
+                "type": "CLIPTextEncode",
+                "mode": 0,
+                "inputs": [
+                    {"name": "clip", "type": "CLIP", "link": 2},
+                    {"name": "text", "type": "STRING", "widget": {"name": "text"}, "link": None},
+                ],
+                "outputs": [{"name": "CONDITIONING", "type": "CONDITIONING", "links": [5], "slot_index": 0}],
+                "widgets_values": ["bad"],
+            },
+            {
+                "id": 4,
+                "type": "EmptyLatentImage",
+                "mode": 0,
+                "inputs": [
+                    {"name": "width", "type": "INT", "widget": {"name": "width"}, "link": None},
+                    {"name": "height", "type": "INT", "widget": {"name": "height"}, "link": None},
+                    {"name": "batch_size", "type": "INT", "widget": {"name": "batch_size"}, "link": None},
+                ],
+                "outputs": [{"name": "LATENT", "type": "LATENT", "links": [6], "slot_index": 0}],
+                "widgets_values": [512, 512, 1],
+            },
+            {
+                "id": 5,
+                "type": "KSampler",
+                "mode": 0,
+                "inputs": [
+                    {"name": "model", "type": "MODEL", "link": 3},
+                    {"name": "positive", "type": "CONDITIONING", "link": 4},
+                    {"name": "negative", "type": "CONDITIONING", "link": 5},
+                    {"name": "latent_image", "type": "LATENT", "link": 6},
+                    {"name": "seed", "type": "INT", "widget": {"name": "seed"}, "link": None},
+                    {"name": "steps", "type": "INT", "widget": {"name": "steps"}, "link": None},
+                    {"name": "cfg", "type": "FLOAT", "widget": {"name": "cfg"}, "link": None},
+                    {"name": "sampler_name", "type": "COMBO", "widget": {"name": "sampler_name"}, "link": None},
+                    {"name": "scheduler", "type": "COMBO", "widget": {"name": "scheduler"}, "link": None},
+                    {"name": "denoise", "type": "FLOAT", "widget": {"name": "denoise"}, "link": None},
+                ],
+                "outputs": [{"name": "LATENT", "type": "LATENT", "links": [7], "slot_index": 0}],
+                "widgets_values": [42, "fixed", 20, 7, "euler", "normal", 1.0],
+            },
+            {
+                "id": 6,
+                "type": "VAEDecode",
+                "mode": 0,
+                "inputs": [
+                    {"name": "samples", "type": "LATENT", "link": 7},
+                    {"name": "vae", "type": "VAE", "link": 8},
+                ],
+                "outputs": [{"name": "IMAGE", "type": "IMAGE", "links": [9], "slot_index": 0}],
+            },
+            {
+                "id": 7,
+                "type": "SaveImage",
+                "mode": 0,
+                "inputs": [
+                    {"name": "images", "type": "IMAGE", "link": 9},
+                    {"name": "filename_prefix", "type": "STRING", "widget": {"name": "filename_prefix"}, "link": None},
+                ],
+                "widgets_values": ["test"],
+            },
+        ],
+        "links": [
+            [1, 1, 1, 2, 0, "CLIP"],
+            [2, 1, 1, 3, 0, "CLIP"],
+            [3, 1, 0, 5, 0, "MODEL"],
+            [4, 2, 0, 5, 1, "CONDITIONING"],
+            [5, 3, 0, 5, 2, "CONDITIONING"],
+            [6, 4, 0, 5, 3, "LATENT"],
+            [7, 5, 0, 6, 0, "LATENT"],
+            [8, 1, 2, 6, 1, "VAE"],
+            [9, 6, 0, 7, 0, "IMAGE"],
+        ],
+    }
+
+
+def _api_workflow():
+    return json.loads(
+        (EXAMPLES / "video_minimax_h3_r2v_2ref_API.json").read_text(encoding="utf-8")
+    )
+
+
+def test_convert_dry_run_reports_and_stores_nothing(client):
+    payload = {
+        "files": [
+            {
+                "source_path": "3-图像生成/Qwen-Image-2.1/test_t2i.json",
+                "workflow_json": _ui_graph(),
+            }
+        ],
+        "include_workflows": True,
+    }
+    resp = client.post("/api/workflows/convert", json=payload)
+    assert resp.status_code == 200
+    body = resp.json()
+    assert body["total"] == 1 and body["ok"] == 1 and body["importable"] == 1
+    entry = body["files"][0]
+    assert entry["name"] == "test_t2i"
+    assert entry["workflow_json"]["5"]["inputs"]["seed"] == 42
+    assert entry["suggested"]["usage"] == "text2image"
+    assert entry["suggested"]["category"] == "image"
+    assert entry["suggested"]["model_family"] == "Qwen"
+    assert entry["suggested"]["media_out"] == ["image"]
+    # dry-run must not write anything
+    assert client.get("/api/workflows").json() == []
+
+
+def test_convert_needs_confirmation_is_flagged_not_runnable(client):
+    graph = _ui_graph()
+    graph["nodes"].append(
+        {
+            "id": 10,
+            "type": "MysteryCustomNode",
+            "mode": 0,
+            "inputs": [],
+            "outputs": [{"name": "IMAGE", "type": "IMAGE", "links": [30], "slot_index": 0}],
+            "widgets_values": [1, 2, 3],
+        }
+    )
+    graph["nodes"].append(
+        {
+            "id": 11,
+            "type": "PreviewImage",
+            "mode": 0,
+            "inputs": [{"name": "images", "type": "IMAGE", "link": 30}],
+            "widgets_values": ["p"],
+        }
+    )
+    graph["links"].append([30, 10, 0, 11, 0, "IMAGE"])
+    resp = client.post(
+        "/api/workflows/convert",
+        json={"files": [{"source_path": "x/mystery.json", "workflow_json": graph}]},
+    )
+    body = resp.json()
+    assert body["needs_confirmation"] == 1
+    assert body["importable"] == 0
+    assert "需人工确认" in body["files"][0]["skip_reason"]
+
+
+def test_import_batch_then_rerun_is_idempotent(client):
+    files = [
+        {
+            "source_path": "3-图像生成/Qwen-Image-2.1/test_t2i.json",
+            "workflow_json": _ui_graph(),
+        }
+    ]
+    first = client.post("/api/workflows/import-batch", json={"files": files})
+    assert first.status_code == 200
+    body = first.json()
+    assert body["imported"] == 1 and body["skipped"] == 0
+    row_id = body["imported_ids"][0]
+
+    # second run with identical file: conflict skip, no duplicates
+    second = client.post("/api/workflows/import-batch", json={"files": files})
+    body2 = second.json()
+    assert body2["imported"] == 0 and body2["skipped"] == 1
+    assert body2["skipped_files"][0]["reason"] == "conflict"
+    listing = client.get("/api/workflows").json()
+    assert len(listing) == 1
+
+    detail = client.get(f"/api/workflows/{row_id}").json()
+    assert detail["usage"] == "text2image"
+    assert detail["is_enabled"] is True
+    assert detail["category"] == "image"
+    assert detail["model_family"] == "Qwen"
+    assert detail["media_io"] == {"in": [], "out": ["image"]}
+    assert detail["source"] == "ui_convert"
+    assert detail["source_path"] == "3-图像生成/Qwen-Image-2.1/test_t2i.json"
+
+
+def test_import_batch_skips_needs_confirmation_files(client):
+    graph = _ui_graph()
+    graph["nodes"].append(
+        {
+            "id": 10,
+            "type": "MysteryCustomNode",
+            "mode": 0,
+            "inputs": [],
+            "outputs": [{"name": "IMAGE", "type": "IMAGE", "links": [30], "slot_index": 0}],
+            "widgets_values": [1, 2, 3],
+        }
+    )
+    graph["nodes"].append(
+        {
+            "id": 11,
+            "type": "PreviewImage",
+            "mode": 0,
+            "inputs": [{"name": "images", "type": "IMAGE", "link": 30}],
+            "widgets_values": ["p"],
+        }
+    )
+    graph["links"].append([30, 10, 0, 11, 0, "IMAGE"])
+    resp = client.post(
+        "/api/workflows/import-batch",
+        json={"files": [{"name": "mystery", "workflow_json": graph}]},
+    )
+    body = resp.json()
+    assert body["imported"] == 0
+    assert "需人工确认" in body["skipped_files"][0]["reason"]
+    assert client.get("/api/workflows").json() == []
+
+
+def test_warn_sample_imports_with_human_confirmation(client):
+    """A warn file (muted branch → input dropped) still imports when the
+    wizard supplies the settled usage — the manual-correction path."""
+    graph = _ui_graph()
+    graph["nodes"][2]["mode"] = 2  # mute the negative prompt branch
+    dry = client.post(
+        "/api/workflows/convert",
+        json={"files": [{"name": "warned", "workflow_json": graph}]},
+    ).json()
+    assert dry["warn"] == 1 and dry["importable"] == 1
+    resp = client.post(
+        "/api/workflows/import-batch",
+        json={"files": [{"name": "warned", "workflow_json": graph, "usage": "text2image"}]},
+    )
+    body = resp.json()
+    assert body["imported"] == 1
+    detail = client.get(f"/api/workflows/{body['imported_ids'][0]}").json()
+    assert detail["is_enabled"] is True
+    assert "negative" not in detail["workflow_json"]["5"]["inputs"]
+
+
+@pytest.mark.skipif(not EXAMPLES.is_dir(), reason="example library missing")
+def test_import_scan_dry_run_over_repo_library(client):
+    resp = client.post(
+        "/api/workflows/import-scan",
+        json={"root": str(EXAMPLES), "dry_run": True},
+    )
+    assert resp.status_code == 200
+    body = resp.json()
+    assert body["total"] == 146
+    assert body["fail"] == 0
+    assert body["ok"] + body["warn"] == 146
+    assert body["needs_confirmation"] > 0  # the 3 uncensored files stay honest
+    assert body["importable"] < body["total"]
+    # a dry scan must leave the DB untouched
+    assert client.get("/api/workflows").json() == []
+
+
+def test_import_scan_commit_from_tmp_directory(client, tmp_path):
+    (tmp_path / "sub").mkdir()
+    (tmp_path / "sub" / "demo.json").write_text(json.dumps(_ui_graph()), encoding="utf-8")
+    (tmp_path / "plain_api.json").write_text(json.dumps(_api_workflow()), encoding="utf-8")
+    (tmp_path / "not_a_workflow.json").write_text(json.dumps({"hello": 1}), encoding="utf-8")
+    resp = client.post(
+        "/api/workflows/import-scan",
+        json={"root": str(tmp_path), "dry_run": False},
+    )
+    body = resp.json()
+    # only the one UI file went through this pipeline; API-format and junk skipped
+    assert body["imported"] == 1
+    listing = client.get("/api/workflows").json()
+    assert len(listing) == 1
+    assert listing[0]["source_path"] == "sub/demo.json"
+    # rerun: idempotent
+    again = client.post(
+        "/api/workflows/import-scan",
+        json={"root": str(tmp_path), "dry_run": False},
+    ).json()
+    assert again["imported"] == 0
+    assert len(client.get("/api/workflows").json()) == 1
+
+
+def test_meta_view_has_metadata_but_no_full_json(client):
+    client.post(
+        "/api/workflows/import-batch",
+        json={
+            "files": [
+                {
+                    "source_path": "3-图像生成/Qwen-Image-2.1/test_t2i.json",
+                    "workflow_json": _ui_graph(),
+                    "tags": ["极速"],
+                }
+            ]
+        },
+    )
+    meta = client.get("/api/workflows", params={"view": "meta"}).json()
+    assert len(meta) == 1
+    row = meta[0]
+    assert "workflow_json" not in row
+    assert "input_schema" not in row
+    assert "output_schema" not in row
+    assert row["category"] == "image"
+    assert row["model_family"] == "Qwen"
+    assert row["media_io"] == {"in": [], "out": ["image"]}
+    assert row["tags"] == ["极速"]
+    assert row["favorite"] is False
+    assert row["needs_mapping"] is False
+
+
+def test_legacy_list_shape_and_old_records_unchanged(client):
+    """Old imports (API format via POST /api/workflows) keep working; the
+    legacy list still carries workflow_json and the new columns default."""
+    created = client.post(
+        "/api/workflows",
+        json={"name": "旧导入", "workflow_json": _api_workflow()},
+    )
+    assert created.status_code == 200
+    legacy = client.get("/api/workflows").json()
+    assert len(legacy) == 1
+    row = legacy[0]
+    assert isinstance(row["workflow_json"], dict)
+    assert "usage" in row and "output_map" in row
+    assert row["favorite"] is False
+    assert row["tags"] == []
+    assert row["media_io"] == {"in": [], "out": []}
+    meta = client.get("/api/workflows", params={"view": "meta"}).json()
+    assert meta[0]["needs_mapping"] is False or meta[0]["needs_mapping"] is True
+    assert meta[0]["source"] is None
+
+
+def test_favorite_tags_patch_and_touch(client):
+    wid = client.post(
+        "/api/workflows/import-batch",
+        json={"files": [{"name": "fav", "workflow_json": _ui_graph()}]},
+    ).json()["imported_ids"][0]
+    resp = client.patch(f"/api/workflows/{wid}", json={"favorite": True, "tags": ["高质量"]})
+    assert resp.status_code == 200
+    assert resp.json()["favorite"] is True
+    assert resp.json()["tags"] == ["高质量"]
+    touch = client.post(f"/api/workflows/{wid}/touch")
+    assert touch.status_code == 200
+    meta = client.get("/api/workflows", params={"view": "meta"}).json()
+    assert meta[0]["last_used_at"] is not None
+    assert meta[0]["favorite"] is True
+
+
+def test_migration_adds_columns_on_old_database(tmp_path):
+    """A pre-S2 database (workflows table without the metadata columns)
+    migrates in place; existing rows survive with defaults."""
+    db_path = tmp_path / "old.db"
+    conn = sqlite3.connect(db_path)
+    conn.executescript(
+        """
+        CREATE TABLE workflows (
+            id INTEGER PRIMARY KEY AUTOINCREMENT,
+            name TEXT NOT NULL,
+            kind TEXT NOT NULL CHECK(kind IN ('image', 'video')),
+            workflow_json TEXT NOT NULL,
+            description TEXT,
+            prompt_profile TEXT NOT NULL DEFAULT 'prose',
+            is_enabled INTEGER NOT NULL DEFAULT 1,
+            usage TEXT,
+            usage_source TEXT,
+            output_map TEXT,
+            output_map_source TEXT
+        );
+        INSERT INTO workflows (name, kind, workflow_json)
+            VALUES ('legacy', 'video', '{"1": {"class_type": "SaveImage", "inputs": {}}}');
+        """
+    )
+    conn.commit()
+    conn.close()
+
+    import asyncio
+
+    asyncio.run(migrate_db(db_path))
+    conn = sqlite3.connect(db_path)
+    cols = {r[1] for r in conn.execute("PRAGMA table_info(workflows)").fetchall()}
+    assert {
+        "category",
+        "model_family",
+        "media_io",
+        "tags",
+        "favorite",
+        "last_used_at",
+        "source",
+        "source_path",
+    } <= cols
+    row = conn.execute("SELECT name, favorite, tags, category FROM workflows").fetchone()
+    assert row == ("legacy", 0, None, None)
+    conn.close()

calliope-web/package.json

@@ -7,7 +7,7 @@
 		"build": "vite build",
 		"preview": "vite preview",
 		"check": "svelte-kit sync && svelte-check --tsconfig ./tsconfig.json",
-		"test": "node scripts/check-storage-ssr.mjs && node scripts/check-random-uuid.mjs && node scripts/check-skill-frontmatter.mjs",
+		"test": "node scripts/check-storage-ssr.mjs && node scripts/check-random-uuid.mjs && node scripts/check-skill-frontmatter.mjs && node scripts/check-export-frame.mjs",
 		"lint": "prettier --check . && eslint .",
 		"format": "prettier --write ."
 	},

calliope-web/scripts/check-export-frame.mjs

@@ -0,0 +1,156 @@
+#!/usr/bin/env node
+/**
+ * Pure-logic checks for 导出尾帧 (lib/media/exportFrame.ts): which media
+ * times get tried near the end, how the PNG is named, and when a sampled
+ * frame counts as black / empty. The decode + download path itself runs in
+ * a real browser (e2e/lastframe.mjs).
+ *
+ * Run with `npm test` (or `node scripts/check-export-frame.mjs`).
+ */
+import { dirname, join } from "node:path";
+import { fileURLToPath, pathToFileURL } from "node:url";
+
+const HERE = dirname(fileURLToPath(import.meta.url));
+const MODULE = join(HERE, "..", "src", "lib", "media", "exportFrame.ts");
+
+const {
+  tailSeekTimes,
+  videoBaseName,
+  frameFileName,
+  blankKind,
+  statusErrorCode,
+  TAIL_OFFSETS,
+} = await import(pathToFileURL(MODULE).href);
+
+let failures = 0;
+function check(name, cond, extra = "") {
+  if (cond) console.log(`ok    ${name}`);
+  else {
+    failures += 1;
+    console.error(`FAIL  ${name}${extra ? `  — ${extra}` : ""}`);
+  }
+}
+
+// ---- seek targets -------------------------------------------------------
+
+const t6 = tailSeekTimes(6.04);
+check(
+  "first try is ~1 frame before the end, never the end itself",
+  t6[0] < 6.04 && 6.04 - t6[0] <= 0.05 + 1e-9,
+  JSON.stringify(t6),
+);
+check(
+  "later tries step strictly further back",
+  t6.every((t, i) => i === 0 || t < t6[i - 1]),
+  JSON.stringify(t6),
+);
+check(
+  "tries stay within ~1s of the end",
+  t6.length === TAIL_OFFSETS.length && 6.04 - t6[t6.length - 1] <= 1 + 1e-9,
+);
+check(
+  "short clip clamps to 0 without duplicates",
+  JSON.stringify(tailSeekTimes(0.1)) === "[0.05,0]",
+);
+check(
+  "unknown / zero duration falls back to t=0",
+  JSON.stringify(tailSeekTimes(NaN)) === "[0]" &&
+    JSON.stringify(tailSeekTimes(0)) === "[0]",
+);
+
+// ---- file names ---------------------------------------------------------
+
+const api =
+  "/api/file?path=" +
+  encodeURIComponent(
+    "/opt/aigc-home/data/assets/1/video/05_ref2va_4step_sla_00035_.mp4",
+  );
+check(
+  "base name from /api/file?path=…",
+  videoBaseName(api) === "05_ref2va_4step_sla_00035_",
+);
+check(
+  "base name from a Windows path",
+  videoBaseName(
+    "/api/file?path=" +
+      encodeURIComponent("D:\\calliope\\assets\\镜头 01.webm"),
+  ) === "镜头 01",
+);
+check(
+  "base name from a plain URL",
+  videoBaseName("http://x.test/media/clip-9.mov?x=1") === "clip-9",
+);
+check(
+  "unsafe characters are replaced",
+  !/[:*?"<>|]/.test(
+    videoBaseName("/api/file?path=" + encodeURIComponent('a:b*c?"d<e>f|g.mp4')),
+  ),
+);
+check(
+  "blob URL without a name falls back to 'video'",
+  videoBaseName("blob:http://x.test/") === "video",
+);
+const fname = frameFileName(api, 5.958, "尾帧");
+check(
+  "PNG name names the video, the tag and the frame time",
+  fname === "05_ref2va_4step_sla_00035__尾帧_5.958s.png",
+  fname,
+);
+check(
+  "spaces in the tag become dashes",
+  frameFileName(api, 1, "last frame").includes("_last-frame_1.000s.png"),
+);
+
+// ---- black / empty detection -------------------------------------------
+
+function frame(n, rgba) {
+  const out = new Uint8ClampedArray(n * 4);
+  for (let i = 0; i < n; i++) out.set(rgba(i), i * 4);
+  return out;
+}
+const N = 64 * 64;
+check(
+  "fully transparent sample → empty",
+  blankKind(frame(N, () => [0, 0, 0, 0])) === "empty",
+);
+check(
+  "pure black → black",
+  blankKind(frame(N, () => [0, 0, 0, 255])) === "black",
+);
+check(
+  "near-black encoder noise (16..18) → black",
+  blankKind(frame(N, (i) => [16 + (i % 3), 16, 16, 255])) === "black",
+);
+check(
+  "mid-grey picture → not blank",
+  blankKind(frame(N, () => [128, 128, 128, 255])) === null,
+);
+check(
+  "dim but visible picture (≈50) → not blank",
+  blankKind(frame(N, () => [50, 48, 52, 255])) === null,
+);
+check(
+  "dark night scene with a bright highlight → not blank",
+  blankKind(
+    frame(N, (i) => (i === 100 ? [250, 240, 200, 255] : [4, 4, 6, 255])),
+  ) === null,
+);
+
+// ---- HTTP status classification ----------------------------------------
+
+check("404 → not-found", statusErrorCode(404) === "not-found");
+check(
+  "403 → forbidden",
+  statusErrorCode(403) === "forbidden" && statusErrorCode(401) === "forbidden",
+);
+check("500 → network", statusErrorCode(500) === "network");
+check(
+  "206 / 200 are not errors",
+  statusErrorCode(206) === null && statusErrorCode(200) === null,
+);
+
+if (failures) {
+  console.error(`\n${failures} export-frame check(s) failed.`);
+  process.exit(1);
+}
+console.log("export-frame checks passed.");

calliope-web/src/lib/api.ts

@@ -140,6 +140,11 @@ import type {
   WorkflowOutputMapEntry,
   WorkflowConnectionCheck,
   WorkflowLastTest,
+  WorkflowMeta,
+  WorkflowUIFileInput,
+  WorkflowConvertFileReport,
+  WorkflowConvertReport,
+  WorkflowImportResult,
 } from "./comfy/types";
 export type {
   Job,
@@ -154,6 +159,11 @@ export type {
   WorkflowOutputMapEntry,
   WorkflowConnectionCheck,
   WorkflowLastTest,
+  WorkflowMeta,
+  WorkflowUIFileInput,
+  WorkflowConvertFileReport,
+  WorkflowConvertReport,
+  WorkflowImportResult,
 };
 
 async function api<T>(path: string, init?: RequestInit): Promise<T> {
@@ -462,6 +472,50 @@ export const comfy = {
 
 export const workflows = {
   list: () => api<Workflow[]>("/api/workflows"),
+  /** HEL-682: metadata-only list — 150+ rows without any workflow_json. */
+  listMeta: () => api<WorkflowMeta[]>("/api/workflows?view=meta"),
+  /** HEL-682: dry-run UI→API conversion for a batch of files (nothing stored). */
+  convert: (
+    files: WorkflowUIFileInput[],
+    opts?: { endpoint_id?: string | null; refresh?: boolean },
+  ) =>
+    api<WorkflowConvertReport>("/api/workflows/convert", {
+      method: "POST",
+      body: JSON.stringify({
+        files,
+        ...(opts?.endpoint_id ? { endpoint_id: opts.endpoint_id } : {}),
+        ...(opts?.refresh ? { refresh: opts.refresh } : {}),
+      }),
+    }),
+  /** HEL-682: commit a batch import (converts server-side, conflicts skipped). */
+  importBatch: (files: WorkflowUIFileInput[]) =>
+    api<WorkflowImportResult>("/api/workflows/import-batch", {
+      method: "POST",
+      body: JSON.stringify({ files }),
+    }),
+  /** HEL-682: scan a server-side directory of UI-format JSONs — dry-run report. */
+  importScanDry: (root: string) =>
+    api<WorkflowConvertReport>("/api/workflows/import-scan", {
+      method: "POST",
+      body: JSON.stringify({ root, dry_run: true }),
+    }),
+  /** HEL-682: scan a server-side directory of UI-format JSONs — commit the import. */
+  importScanCommit: (root: string) =>
+    api<WorkflowImportResult>("/api/workflows/import-scan", {
+      method: "POST",
+      body: JSON.stringify({ root, dry_run: false }),
+    }),
+  /** HEL-682: record a use (最近使用). */
+  touch: (id: number) =>
+    api<{ ok: boolean }>(`/api/workflows/${id}/touch`, { method: "POST" }),
+  /** HEL-682: delete byte-identical duplicates, keeping the lowest id. */
+  dedupe: () =>
+    api<{
+      ok: boolean;
+      removed: number;
+      kept_ids: number[];
+      removed_ids: number[];
+    }>("/api/workflows/dedupe", { method: "POST" }),
   analyze: (
     workflow_json: Record<string, unknown>,
     endpoint_id?: string | null,
@@ -537,6 +591,10 @@ export const workflows = {
       input_schema: ComfyDynamicInput[];
       output_map: WorkflowOutputMapEntry[];
       output_map_source: "auto" | "user";
+      favorite: boolean;
+      tags: string[];
+      category: string;
+      model_family: string;
     }>,
   ) =>
     api<Workflow>(`/api/workflows/${id}`, {
@@ -638,6 +696,15 @@ export const playgroundApi = {
     endpoint_id?: string | null;
     /** Origin recorded on the job payload (tasks page labels). */
     source?: "playground" | "studio-image" | "studio-video";
+    /** Optional real workbench source (HEL-684) — validated server-side and
+     * stamped on the job so finished takes can flow back to their row. */
+    context?: {
+      project_id: number;
+      stage: "assets" | "shot";
+      source_kind: "asset" | "shot";
+      source_id: string;
+      label?: string;
+    };
   }) =>
     api<{ ok: boolean; job: Job }>("/api/playground/generate", {
       method: "POST",
@@ -655,7 +722,24 @@ export const playgroundApi = {
       job_id: number;
       deleted_files: string[];
       missing_files: string[];
+      removed_workbench_links?: number[];
     }>(`/api/playground/jobs/${jobId}`, { method: "DELETE" }),
+  /** Flow a finished take back to the workbench row it came from (HEL-684).
+   * The server derives the target from the job's own recorded context —
+   * idempotent, never overwrites, refuses stale source rows. */
+  attachWorkbench: (jobId: number) =>
+    api<{
+      ok: boolean;
+      already_attached: boolean;
+      job_id: number;
+      attached_job_id: number;
+      project_id: number;
+      stage: "assets" | "shot";
+      target_id: string;
+    }>("/api/playground/attach-workbench", {
+      method: "POST",
+      body: JSON.stringify({ job_id: jobId }),
+    }),
   attach: (payload: {
     path: string;
     project_id: number;

calliope-web/src/lib/canvas/ArtifactNode.svelte

@@ -98,8 +98,8 @@
 		position: relative;
 	}
 	.artifact-node.running {
-		border-color: rgba(125, 211, 252, 0.6);
-		box-shadow: 0 0 18px rgba(125, 211, 252, 0.25);
+		border-color: var(--run);
+		box-shadow: 0 0 18px var(--run-soft);
 	}
 	:global(.svelte-flow__node.selected) .artifact-node {
 		border-color: var(--accent);
@@ -117,9 +117,9 @@
 		font-size: 9px;
 		letter-spacing: 0.06em;
 		text-transform: uppercase;
-		color: #bae6fd;
-		background: rgba(12, 74, 110, 0.55);
-		border: 1px solid rgba(125, 211, 252, 0.35);
+		color: var(--text-2);
+		background: var(--bg-4);
+		border: 1px solid var(--line-2);
 		border-radius: 999px;
 		padding: 2px 6px;
 		flex-shrink: 0;
@@ -141,12 +141,12 @@
 		flex-shrink: 0;
 	}
 	.running-badge {
-		color: #bae6fd;
-		background: rgba(12, 74, 110, 0.6);
+		color: var(--run);
+		background: var(--run-soft);
 	}
 	.failed-badge {
-		color: #fecaca;
-		background: rgba(127, 29, 29, 0.5);
+		color: var(--err);
+		background: var(--err-soft);
 	}
 	.play-badge {
 		font-size: 9px;
@@ -205,9 +205,9 @@
 		font-weight: 600;
 		letter-spacing: 0.04em;
 		text-transform: lowercase;
-		color: var(--text-muted);
+		color: var(--on-media);
 		pointer-events: none;
-		background: rgba(0, 0, 0, 0.55);
+		background: var(--media-scrim);
 		padding: 1px 5px;
 		border-radius: 999px;
 	}

calliope-web/src/lib/canvas/EntityNode.svelte

@@ -108,7 +108,7 @@
 	transition: border-color 0.15s;
 }
 	.entity-node:hover {
-		border-color: #3a3a44;
+		border-color: var(--line-2);
 	}
 	/* Svelte Flow marks the selected node wrapper with .selected */
 	:global(.svelte-flow__node.selected) .entity-node {
@@ -176,9 +176,9 @@
 		font-weight: 600;
 		letter-spacing: 0.04em;
 		text-transform: lowercase;
-		color: var(--text-muted);
+		color: var(--on-media);
 		pointer-events: none;
-		background: rgba(0, 0, 0, 0.55);
+		background: var(--media-scrim);
 		padding: 1px 5px;
 		border-radius: 999px;
 	}

calliope-web/src/lib/canvas/tokens.css

@@ -1,13 +0,0 @@
-/* Canvas v2.1 scoped visual tokens (spec v2.0 §2) — canvas surfaces only.
-   The global --accent stays untouched for v1 pages. */
-.canvas-root {
-	--accent: #4f46a5;
-	--accent-hover: #6157c9;
-	--accent-glow: rgba(99, 102, 241, 0.3);
-	--edge: #7dd3fc;
-	/* Edge-chip surfaces (LinkEdge label) — fallbacks match the dark theme. */
-	--panel: #17171f;
-	--panel-border: #2a2a35;
-	--fg: #f4f4f5;
-	--fg-dim: #a1a1aa;
-}

calliope-web/src/lib/comfy/types.ts

@@ -175,6 +175,120 @@ export interface Workflow {
 	last_test?: WorkflowLastTest | null;
 }
 
+/**
+ * HEL-682: metadata-only row (GET /api/workflows?view=meta) — the whole
+ * point is browsing 150+ workflows without downloading workflow_json.
+ */
+export interface WorkflowMediaIO {
+	in: string[];
+	out: string[];
+}
+
+export interface WorkflowMeta {
+	id: number;
+	name: string;
+	kind: 'image' | 'video';
+	usage: WorkflowUsage | null;
+	usage_source: 'auto' | 'user' | null;
+	is_enabled: boolean;
+	category: string | null;
+	model_family: string | null;
+	media_io: WorkflowMediaIO;
+	tags: string[];
+	favorite: boolean;
+	last_used_at: string | null;
+	description: string | null;
+	source: string | null;
+	source_path: string | null;
+	prompt_profile: string;
+	created_at: string;
+	endpoint_id: string | null;
+	output_map_source: 'auto' | 'user' | null;
+	/** Cheap pending check: usage or output mapping not settled yet. */
+	needs_mapping: boolean;
+}
+
+/** One UI-format file submitted to the batch convert/import pipeline. */
+export interface WorkflowUIFileInput {
+	name?: string;
+	source_path?: string;
+	workflow_json: Record<string, unknown>;
+	usage?: WorkflowUsage;
+	description?: string;
+	tags?: string[];
+}
+
+export interface WorkflowConvertIssue {
+	node_id: string;
+	code: string;
+	level: 'error' | 'warning';
+	message: string;
+}
+
+export interface WorkflowConvertSuggested {
+	kind: 'image' | 'video';
+	usage: WorkflowUsage | null;
+	usage_ambiguous: boolean;
+	category: string | null;
+	category_label: string | null;
+	model_family: string | null;
+	media_in: string[];
+	media_out: string[];
+	description: string | null;
+}
+
+export interface WorkflowPreflightFinding {
+	level: string;
+	code: string;
+	node_id?: string;
+	node_title?: string;
+	message: string;
+	hint?: string;
+}
+
+export interface WorkflowConvertFileReport {
+	name: string;
+	source_path: string | null;
+	status: 'ok' | 'warn' | 'fail';
+	needs_confirmation: boolean;
+	issues: WorkflowConvertIssue[];
+	importable: boolean;
+	skip_reason?: string | null;
+	suggested?: WorkflowConvertSuggested;
+	preflight?: {
+		endpoint_id: string | null;
+		ok: boolean;
+		findings: WorkflowPreflightFinding[];
+	};
+}
+
+/** Dry-run report (POST /convert, POST /import-scan with dry_run). */
+export interface WorkflowConvertReport {
+	total: number;
+	ok: number;
+	warn: number;
+	fail: number;
+	needs_confirmation: number;
+	importable: number;
+	files: WorkflowConvertFileReport[];
+}
+
+export interface WorkflowImportFileReport extends WorkflowConvertFileReport {
+	result?: 'imported' | 'skipped' | 'failed';
+	id?: number;
+	existing_id?: number;
+}
+
+/** Commit result (POST /import-batch, POST /import-scan without dry_run). */
+export interface WorkflowImportResult {
+	total: number;
+	imported: number;
+	skipped: number;
+	imported_ids: number[];
+	skipped_files: { name: string; source_path: string | null; reason: string | null }[];
+	files: WorkflowImportFileReport[];
+}
+
 export interface Job {
 	id: number;
 	project_id: number;
@@ -197,6 +311,13 @@ export interface Job {
 	phase?: string | null;
 	/** 'user' (normal generation) or 'workflow_test' (HEL-643 test run). */
 	origin?: string;
+	/** HEL-684: present when this take has been flowed back to its
+	 * workbench source row (link job id on the source project). */
+	workbench_attach?: {
+		job_id: number;
+		stage: string;
+		target_id: string;
+	};
 }
 
 export interface SceneVideoSettings {

calliope-web/src/lib/components/ActivityPanel.svelte

@@ -1,614 +0,0 @@
-<script lang="ts">
-	import { createQuery } from '@tanstack/svelte-query';
-	import { toStore } from 'svelte/store';
-	import { jobsApi, type Job } from '$lib/api';
-	import type { CalliopeEvent, EventConnectionState } from '$lib/events';
-	import { t } from '$lib/i18n.svelte';
-	import JobRow from './JobRow.svelte';
-	import Button from './ui/Button.svelte';
-	import Icon from './ui/Icon.svelte';
-
-	interface Props {
-		logs: CalliopeEvent[];
-		projectId: number;
-		/** Real SSE connection state from events.ts — drives the live pip. */
-		connState: EventConnectionState;
-		collapsed?: boolean;
-		onToggle?: () => void;
-	}
-
-	let { logs, projectId, connState, collapsed = false, onToggle }: Props = $props();
-
-	type Tone = 'info' | 'ok' | 'warn' | 'err' | 'work';
-
-	type LogEntry = {
-		key: string;
-		ts: string;
-		title: string;
-		detail: string;
-		tone: Tone;
-		type: string;
-	};
-
-	function str(v: unknown): string {
-		if (v == null) return '';
-		if (typeof v === 'string') return v;
-		if (typeof v === 'number' || typeof v === 'boolean') return String(v);
-		return '';
-	}
-
-	function formatEvent(ev: CalliopeEvent, index: number): LogEntry | null {
-		// Poll spam — progress lives in the jobProgress store, not the log
-		if (ev.type === 'job.progress') return null;
-
-		const d = ev.data ?? {};
-		const msg = str(d.message).trim();
-		const kind = str(d.kind);
-		const jobId = d.job_id != null ? `#${d.job_id}` : '';
-		const err = str(d.error).trim();
-		const paths = Array.isArray(d.paths) ? d.paths.length : 0;
-		const outputs = Array.isArray(d.outputs) ? d.outputs.length : 0;
-		const time = ev.ts?.includes('T') ? ev.ts.slice(11, 19) : ev.ts?.slice(0, 8) || '';
-
-		let title = ev.type;
-		let detail = msg;
-		let tone: Tone = 'info';
-
-		switch (ev.type) {
-			case 'agent.thinking':
-				title = t('activity.agentWorking');
-				detail = msg || t('activity.working');
-				tone = 'work';
-				break;
-			case 'story.ready':
-				title = t('activity.storyReady');
-				detail = msg || t('activity.storylineDrafted');
-				tone = 'ok';
-				break;
-			case 'job.created':
-				title = t('activity.queued');
-				detail = msg || [kind, jobId].filter(Boolean).join(' ');
-				tone = 'info';
-				break;
-			case 'job.started':
-				title = t('activity.running');
-				detail = msg || [kind, jobId].filter(Boolean).join(' ');
-				tone = 'work';
-				break;
-			case 'job.completed':
-				title = t('activity.finished');
-				detail =
-					msg ||
-					[kind, jobId, outputs ? t('activity.files', { count: outputs }) : '']
-						.filter(Boolean)
-						.join(' · ');
-				tone = 'ok';
-				break;
-			case 'job.failed':
-				title = t('activity.failed');
-				detail = err || msg || [kind, jobId].filter(Boolean).join(' ');
-				tone = 'err';
-				break;
-			case 'asset.ready':
-				title = t('activity.assetReady');
-				detail = msg || (paths ? t('activity.filesSaved', { count: paths }) : t('activity.outputSaved'));
-				tone = 'ok';
-				break;
-			case 'job.deleted':
-				title = t('activity.removed');
-				detail = msg || jobId || t('activity.jobDeleted');
-				tone = 'warn';
-				break;
-			default:
-				title = ev.type.replace(/\./g, ' · ');
-				detail = msg || err || kind;
-				tone = 'info';
-		}
-
-		return {
-			key: `${ev.ts}-${ev.type}-${index}`,
-			ts: time,
-			title,
-			detail,
-			tone,
-			type: ev.type,
-		};
-	}
-
-	const entries = $derived.by(() => {
-		const raw = logs
-			.slice(-120)
-			.map((ev, i) => formatEvent(ev, i))
-			.filter((e): e is LogEntry => e != null);
-
-		// Collapse consecutive identical agent lines
-		const collapsed: LogEntry[] = [];
-		for (const e of raw) {
-			const prev = collapsed[collapsed.length - 1];
-			if (prev && prev.type === e.type && prev.detail === e.detail) {
-				continue;
-			}
-			collapsed.push(e);
-		}
-		return collapsed.slice(-60).reverse();
-	});
-
-	// Same query key as QueueStage — refreshed by SSE invalidation from the
-	// project page (job.* events), not by polling.
-	const jobsQuery = createQuery(
-		toStore(() => ({
-			queryKey: ['jobs', projectId],
-			queryFn: () => jobsApi.list(projectId),
-		})),
-	);
-
-	const allJobs = $derived(($jobsQuery.data ?? []) as Job[]);
-
-	function activeWeight(job: Job): number {
-		if (job.status === 'running') return 0;
-		if (job.status === 'pending') return 1;
-		return 2;
-	}
-
-	// Active jobs first, then most recent — capped so the log keeps room.
-	const queueRows = $derived(
-		[...allJobs].sort((a, b) => activeWeight(a) - activeWeight(b) || b.id - a.id).slice(0, 6),
-	);
-
-	const stats = $derived({
-		running: allJobs.filter((j) => j.status === 'running').length,
-		queued: allJobs.filter((j) => j.status === 'pending').length,
-		done: allJobs.filter((j) => j.status === 'done').length,
-		failed: allJobs.filter((j) => j.status === 'failed').length,
-	});
-	const busyCount = $derived(stats.running + stats.queued);
-
-	const connected = $derived(connState === 'open');
-</script>
-
-<aside class="activity" class:collapsed aria-label={t('activity.title')}>
-	{#if collapsed}
-		<button
-			type="button"
-			class="rail-toggle"
-			onclick={onToggle}
-			aria-expanded="false"
-			title={t('activity.show')}
-		>
-			<span class="pip rail-pip" class:live={connected} class:reconnecting={connState === 'reconnecting'} aria-hidden="true"></span>
-			{#if busyCount > 0}
-				<span class="rail-count" title={t('activity.busyCount', { count: busyCount })}>{busyCount}</span>
-			{/if}
-			<span class="rail-label">{t('activity.title')}</span>
-			<span class="rail-chevron" aria-hidden="true">‹</span>
-		</button>
-	{:else}
-		<header class="head">
-			<div class="head-title">
-				<span class="pip" class:live={connected} class:reconnecting={connState === 'reconnecting'} aria-hidden="true"></span>
-				<strong>{t('activity.title')}</strong>
-				{#if connState === 'reconnecting'}
-					<span class="conn-state warn">{t('activity.reconnecting')}</span>
-				{:else if connState === 'connecting'}
-					<span class="conn-state">{t('activity.connecting')}</span>
-				{/if}
-			</div>
-			<Button variant="ghost" size="sm" onclick={onToggle} title={t('activity.hide')}>
-				{t('activity.hide')} <Icon name="chevron-right" size={13} />
-			</Button>
-		</header>
-
-		<div class="body">
-			<section class="queue" aria-label={t('activity.queue')}>
-				<div class="section-head">
-					<p class="eyebrow">{t('activity.queue')}</p>
-				</div>
-				{#if queueRows.length === 0}
-					<p class="queue-empty">{t('activity.queueIdle')}</p>
-				{:else}
-					<div class="job-list">
-						{#each queueRows as job (job.id)}
-							<JobRow {job} />
-						{/each}
-					</div>
-				{/if}
-				<div class="stats-strip" aria-label={t('activity.queueStats')}>
-					<span><span class="sd sd-running" aria-hidden="true"></span>{stats.running} {t('activity.running').toLowerCase()}</span>
-					<span><span class="sd sd-queued" aria-hidden="true"></span>{stats.queued} {t('activity.queued').toLowerCase()}</span>
-					<span><span class="sd sd-done" aria-hidden="true"></span>{stats.done} {t('activity.done')}</span>
-					<span><span class="sd sd-failed" aria-hidden="true"></span>{stats.failed} {t('activity.failed').toLowerCase()}</span>
-				</div>
-			</section>
-
-			<section class="log-section" aria-label={t('activity.agentLog')}>
-				<p class="eyebrow">{t('activity.agentLog')}</p>
-				{#if entries.length === 0}
-					<div class="empty">
-						<p>{t('activity.quiet')}</p>
-						<p class="hint">{t('activity.quietHint')}</p>
-					</div>
-				{:else}
-					<ul class="log">
-						{#each entries as ev (ev.key)}
-							<li class="entry tone-{ev.tone}">
-								<span class="dot" aria-hidden="true"></span>
-								<div class="meta">
-									<div class="row">
-										<span class="title">{ev.title}</span>
-										<time class="ts" datetime={ev.ts}>{ev.ts}</time>
-									</div>
-									{#if ev.detail}
-										<p class="detail">{ev.detail}</p>
-									{/if}
-								</div>
-							</li>
-						{/each}
-					</ul>
-				{/if}
-			</section>
-		</div>
-	{/if}
-</aside>
-
-<style>
-	.activity {
-		--panel-w: 320px;
-		--rail-w: 44px;
-		width: var(--panel-w);
-		flex-shrink: 0;
-		display: flex;
-		flex-direction: column;
-		min-height: 0;
-		height: 100%;
-		border-left: 1px solid var(--border);
-		background:
-			linear-gradient(180deg, rgba(139, 92, 246, 0.06) 0%, transparent 120px),
-			var(--bg-surface);
-		overflow: hidden;
-		transition: width 0.2s ease;
-	}
-
-	.activity.collapsed {
-		width: var(--rail-w);
-		background: var(--bg-surface);
-	}
-
-	.rail-toggle {
-		display: flex;
-		flex-direction: column;
-		align-items: center;
-		justify-content: flex-start;
-		gap: 12px;
-		width: 100%;
-		height: 100%;
-		margin: 0;
-		padding: 16px 0;
-		border: none;
-		background: transparent;
-		color: var(--text-secondary);
-		cursor: pointer;
-		overflow: hidden;
-	}
-
-	.rail-toggle:hover {
-		background: rgba(139, 92, 246, 0.08);
-		color: var(--text-primary);
-	}
-
-	.rail-toggle:focus-visible {
-		outline: 2px solid var(--accent);
-		outline-offset: -2px;
-	}
-
-	.rail-label {
-		writing-mode: vertical-rl;
-		transform: rotate(180deg);
-		font-family: var(--font-display);
-		font-size: 12px;
-		font-weight: 600;
-		letter-spacing: 0.12em;
-		text-transform: uppercase;
-	}
-
-	.rail-chevron {
-		font-size: 18px;
-		line-height: 1;
-		color: var(--text-muted);
-	}
-
-	.rail-count {
-		display: flex;
-		align-items: center;
-		justify-content: center;
-		min-width: 20px;
-		height: 20px;
-		padding: 0 5px;
-		border-radius: 999px;
-		background: var(--accent);
-		color: #fff;
-		font-family: var(--font-mono);
-		font-size: 11px;
-		font-weight: 700;
-	}
-
-	.pip {
-		width: 8px;
-		height: 8px;
-		border-radius: 50%;
-		background: var(--text-muted);
-		flex-shrink: 0;
-	}
-
-	.pip.live {
-		background: var(--accent);
-		box-shadow: 0 0 0 4px var(--accent-glow);
-		animation: live-pulse 1.6s ease-in-out infinite;
-	}
-
-	.pip.reconnecting {
-		background: var(--warning);
-		box-shadow: 0 0 0 4px rgba(245, 158, 11, 0.18);
-	}
-
-	@keyframes live-pulse {
-		0%,
-		100% {
-			opacity: 1;
-			transform: scale(1);
-		}
-		50% {
-			opacity: 0.65;
-			transform: scale(0.92);
-		}
-	}
-
-	@media (prefers-reduced-motion: reduce) {
-		.activity {
-			transition: none;
-		}
-		.pip.live {
-			animation: none;
-		}
-	}
-
-	.head {
-		display: flex;
-		align-items: center;
-		justify-content: space-between;
-		gap: 8px;
-		padding: 14px 14px 10px;
-		border-bottom: 1px solid var(--border);
-		flex-shrink: 0;
-	}
-
-	.head-title {
-		display: flex;
-		align-items: center;
-		gap: 10px;
-		min-width: 0;
-	}
-
-	.head-title strong {
-		font-family: var(--font-display);
-		font-size: 15px;
-		font-weight: 650;
-		letter-spacing: -0.02em;
-	}
-
-	.conn-state {
-		font-size: 11px;
-		color: var(--text-muted);
-		white-space: nowrap;
-	}
-
-	.conn-state.warn {
-		color: var(--warning);
-	}
-
-	.body {
-		flex: 1;
-		min-height: 0;
-		display: flex;
-		flex-direction: column;
-		padding: 12px 10px 16px;
-		overflow: hidden;
-	}
-
-	.queue {
-		flex-shrink: 0;
-		display: flex;
-		flex-direction: column;
-		min-height: 0;
-		margin-bottom: 14px;
-	}
-
-	.section-head {
-		display: flex;
-		align-items: baseline;
-		justify-content: space-between;
-		flex-shrink: 0;
-	}
-
-	.job-list {
-		display: flex;
-		flex-direction: column;
-		gap: 6px;
-		max-height: 216px;
-		overflow-y: auto;
-		padding-right: 4px;
-	}
-
-	.queue-empty {
-		margin: 0 6px 4px;
-		padding: 12px 14px;
-		border: 1px dashed var(--border);
-		border-radius: var(--radius-md);
-		background: rgba(0, 0, 0, 0.2);
-		font-size: 12px;
-		line-height: 1.45;
-		color: var(--text-muted);
-	}
-
-	.stats-strip {
-		display: flex;
-		flex-wrap: wrap;
-		gap: 4px 12px;
-		margin: 10px 6px 0;
-		padding-top: 10px;
-		border-top: 1px solid var(--border);
-		font-family: var(--font-mono);
-		font-size: 10px;
-		color: var(--text-secondary);
-		flex-shrink: 0;
-	}
-
-	.stats-strip > span {
-		display: inline-flex;
-		align-items: center;
-		gap: 5px;
-		white-space: nowrap;
-	}
-
-	.sd {
-		width: 6px;
-		height: 6px;
-		border-radius: 50%;
-	}
-
-	.sd-running {
-		background: var(--info);
-	}
-	.sd-queued {
-		background: var(--text-muted);
-	}
-	.sd-done {
-		background: var(--success);
-	}
-	.sd-failed {
-		background: var(--error);
-	}
-
-	.log-section {
-		flex: 1;
-		min-height: 0;
-		display: flex;
-		flex-direction: column;
-	}
-
-	.eyebrow {
-		margin: 0 6px 10px;
-		font-size: 11px;
-		font-weight: 600;
-		letter-spacing: 0.08em;
-		text-transform: uppercase;
-		color: var(--text-muted);
-		flex-shrink: 0;
-	}
-
-	.empty {
-		margin: 8px 6px;
-		padding: 16px;
-		border: 1px dashed var(--border);
-		border-radius: var(--radius-md);
-		background: rgba(0, 0, 0, 0.2);
-	}
-
-	.empty p {
-		margin: 0;
-		font-size: 13px;
-		color: var(--text-secondary);
-	}
-
-	.empty .hint {
-		margin-top: 8px;
-		font-size: 12px;
-		color: var(--text-muted);
-		line-height: 1.45;
-	}
-
-	.log {
-		list-style: none;
-		margin: 0;
-		padding: 0 4px 8px 0;
-		overflow-y: auto;
-		overflow-x: hidden;
-		flex: 1;
-		min-height: 0;
-		display: flex;
-		flex-direction: column;
-		gap: 2px;
-	}
-
-	.entry {
-		display: grid;
-		grid-template-columns: 14px 1fr;
-		gap: 8px;
-		padding: 8px 8px 8px 4px;
-		border-radius: var(--radius-sm);
-	}
-
-	.entry:hover {
-		background: rgba(255, 255, 255, 0.03);
-	}
-
-	.dot {
-		width: 8px;
-		height: 8px;
-		margin-top: 5px;
-		border-radius: 50%;
-		background: var(--text-muted);
-		justify-self: center;
-	}
-
-	.tone-ok .dot {
-		background: var(--success);
-	}
-	.tone-err .dot {
-		background: var(--error);
-	}
-	.tone-warn .dot {
-		background: var(--warning);
-	}
-	.tone-work .dot {
-		background: var(--accent);
-	}
-	.tone-info .dot {
-		background: var(--info);
-	}
-
-	.meta {
-		min-width: 0;
-	}
-
-	.row {
-		display: flex;
-		align-items: baseline;
-		justify-content: space-between;
-		gap: 8px;
-	}
-
-	.title {
-		font-size: 12px;
-		font-weight: 650;
-		color: var(--text-primary);
-	}
-
-	.ts {
-		font-family: var(--font-mono);
-		font-size: 10px;
-		color: var(--text-muted);
-		flex-shrink: 0;
-	}
-
-	.detail {
-		margin: 3px 0 0;
-		font-size: 12px;
-		line-height: 1.4;
-		color: var(--text-secondary);
-		word-break: break-word;
-	}
-
-	.tone-err .detail {
-		color: #fca5a5;
-	}
-</style>

calliope-web/src/lib/components/AppHeader.svelte

@@ -15,8 +15,8 @@ interface Props {
 
 <header class="header">
 	<div class="header-left">
-		<a class="logo" href="/canvas" title="Calliope Lab">
-			Calliope <span>Lab</span>
+		<a class="logo" href="/" title={t('shell.brand')}>
+			{t('shell.brand')}
 		</a>
 		{#if crumb}
 			<span class="crumb">{crumb}</span>
@@ -28,7 +28,7 @@ interface Props {
 		{/if}
 		<nav class="top-nav" aria-label={t('nav.primary')}>
 			<a class="nav-link" class:active={active === 'canvas'} href="/canvas">{t('nav.canvas')}</a>
-			<a class="nav-link" class:active={active === 'projects'} href="/projects">{t('nav.projects')}</a>
+			<a class="nav-link" class:active={active === 'projects'} href="/">{t('nav.projects')}</a>
 			<a class="nav-link" class:active={active === 'build-scene'} href="/build-scene">{t('nav.buildScene')}</a>
 			<a class="nav-link" class:active={active === 'library'} href="/library">{t('nav.library')}</a>
 			<a class="nav-link" class:active={active === 'agents'} href="/agents">{t('nav.agents')}</a>
@@ -69,18 +69,14 @@ interface Props {
 		flex-shrink: 0;
 	}
 	.logo {
-		font-family: var(--font-display);
-		font-size: 18px;
+		font-family: var(--font);
+		font-size: 15px;
 		font-weight: 700;
-		color: var(--text-primary);
+		color: var(--text);
 		text-decoration: none;
-		letter-spacing: -0.02em;
+		letter-spacing: -0.01em;
 		white-space: nowrap;
 	}
-	.logo span {
-		color: var(--accent);
-		font-weight: 500;
-	}
 	.crumb {
 		color: var(--text-muted);
 		font-size: 13px;
@@ -122,7 +118,7 @@ interface Props {
 		outline: 2px solid var(--accent);
 		outline-offset: 2px;
 	}
-	@media (max-width: 640px) {
+	@media (max-width: 760px) {
 		.header {
 			padding: 12px 16px;
 			flex-direction: column;

calliope-web/src/lib/components/AssetThumb.svelte

@@ -1,133 +0,0 @@
-<script lang="ts">
-	import { t } from '$lib/i18n.svelte';
-	import SafeMedia from '$lib/components/SafeMedia.svelte';
-	import StatusChip from '$lib/components/ui/StatusChip.svelte';
-
-	interface Props {
-		src: string | null;
-		alt: string;
-		placeholder: string;
-		wide?: boolean;
-		/** Taller 4:3 media-first crop (asset card grids). */
-		tall?: boolean;
-		/** Latest generation-job state for this asset, if the parent tracks jobs. */
-		jobState?: 'generating' | 'failed' | null;
-		onPreview?: (src: string) => void;
-	}
-
-	let {
-		src,
-		alt,
-		placeholder,
-		wide = false,
-		tall = false,
-		jobState = null,
-		onPreview,
-	}: Props = $props();
-
-	let available = $state(false);
-
-	$effect(() => {
-		void src;
-		available = false;
-	});
-
-	// Job state (live from the queue) wins over the media-derived state.
-	const chip = $derived.by((): { status: string; label: string } => {
-		if (jobState === 'generating') return { status: 'generating', label: t('common.generating') };
-		if (jobState === 'failed') return { status: 'failed', label: t('common.failed') };
-		if (available) return { status: 'ready', label: t('common.ready') };
-		if (src) return { status: 'missing', label: t('common.missing') };
-		return { status: 'pending', label: t('common.pending') };
-	});
-
-	function open() {
-		if (available && src && onPreview) onPreview(src);
-	}
-
-	function onKey(e: KeyboardEvent) {
-		if (e.key === 'Enter' || e.key === ' ') {
-			e.preventDefault();
-			open();
-		}
-	}
-</script>
-
-<!-- svelte-ignore a11y_no_noninteractive_tabindex a11y_no_noninteractive_element_interactions -->
-<div
-	class="thumb"
-	class:wide
-	class:tall
-	class:clickable={available && !!onPreview}
-	role={available && onPreview ? 'button' : undefined}
-	tabindex={available && onPreview ? 0 : undefined}
-	onclick={open}
-	onkeydown={available && onPreview ? onKey : undefined}
->
-	<SafeMedia
-		class="fill"
-		{src}
-		{alt}
-		label={placeholder}
-		onAvailable={() => (available = true)}
-		onUnavailable={() => (available = false)}
-	/>
-	<span class="thumb-chip">
-		<StatusChip status={chip.status} label={chip.label} />
-	</span>
-</div>
-
-<style>
-	.thumb {
-		aspect-ratio: 1;
-		background: var(--bg-elevated);
-		border: 1px solid var(--border);
-		border-radius: var(--radius-sm);
-		display: flex;
-		align-items: center;
-		justify-content: center;
-		position: relative;
-		overflow: hidden;
-		padding: 0;
-		margin: 0;
-		width: 100%;
-		color: inherit;
-		font: inherit;
-		box-sizing: border-box;
-	}
-	.thumb.wide {
-		aspect-ratio: 16 / 10;
-	}
-	.thumb.tall {
-		aspect-ratio: 4 / 3;
-	}
-	.thumb.clickable {
-		cursor: zoom-in;
-	}
-	.thumb.clickable:hover {
-		border-color: var(--accent, #a78bfa);
-	}
-	.thumb.clickable:focus-visible {
-		outline: 2px solid var(--accent, #a78bfa);
-		outline-offset: 2px;
-	}
-	.thumb :global(.fill) {
-		width: 100%;
-		height: 100%;
-		object-fit: cover;
-		border: none;
-		border-radius: 0;
-		min-height: 0;
-	}
-	.thumb :global(.safe-media-ph.fill) {
-		position: absolute;
-		inset: 0;
-	}
-	.thumb-chip {
-		position: absolute;
-		top: 8px;
-		left: 8px;
-		z-index: 1;
-		filter: drop-shadow(0 1px 3px rgba(0, 0, 0, 0.6));
-	}
-</style>

calliope-web/src/lib/components/AttachToProject.svelte

@@ -136,9 +136,9 @@
 
 	const projectList = $derived(($projectsQuery.data ?? []) as Project[]);
 
-	// Stage-URL contract: images land on Assets, clips on Video.
+	// Five-stage workbench URL contract: images land on 素材资产, clips on 镜头脚本.
 	const stageLink = $derived(
-		attached ? `/project/${attached.projectId}?stage=${isVideo ? 'video' : 'assets'}` : '',
+		attached ? `/workbench/${attached.projectId}?stage=${isVideo ? 'shot' : 'assets'}` : '',
 	);
 </script>
 
@@ -267,13 +267,13 @@
 	.attached {
 		display: flex;
 		align-items: center;
-		gap: 8px;
-		padding: 8px 10px;
-		background: rgba(34, 197, 94, 0.08);
-		border: 1px solid rgba(34, 197, 94, 0.3);
-		border-radius: var(--radius-md);
-		font-size: 12px;
-		color: var(--text-secondary);
+		gap: var(--sp-3);
+		padding: var(--sp-3) var(--sp-4);
+		background: var(--ok-soft);
+		border: 1px solid color-mix(in srgb, var(--ok) 30%, transparent);
+		border-radius: var(--r-md);
+		font-size: var(--fs-aux);
+		color: var(--text-2);
 	}
 	.attached-check {
 		display: flex;
@@ -282,8 +282,8 @@
 		width: 20px;
 		height: 20px;
 		border-radius: 50%;
-		background: var(--success);
-		color: #052e12;
+		background: var(--ok);
+		color: var(--bg);
 		flex-shrink: 0;
 	}
 	.attached-text {
@@ -293,23 +293,26 @@
 		white-space: nowrap;
 	}
 	.attached-text strong {
-		color: var(--text-primary);
+		color: var(--text);
 		font-weight: 600;
 	}
+	/* 普通链接走 ghost（§1.2）：默认 --text-2，悬停 --text，不用金色文字链接。 */
 	.attached-link {
-		color: var(--accent);
-		font-weight: 600;
+		color: var(--text-2);
+		font-weight: 500;
 		text-decoration: none;
 		white-space: nowrap;
 		flex-shrink: 0;
 	}
 	.attached-link:hover {
+		color: var(--text);
 		text-decoration: underline;
+		text-underline-offset: 3px;
 	}
 	.attached-link:focus-visible {
 		outline: 2px solid var(--accent);
 		outline-offset: 2px;
-		border-radius: var(--radius-sm);
+		border-radius: var(--r-sm);
 	}
 	.attached-dismiss {
 		display: flex;
@@ -319,15 +322,15 @@
 		height: 22px;
 		margin-left: auto;
 		border: none;
-		border-radius: var(--radius-sm);
+		border-radius: var(--r-sm);
 		background: transparent;
-		color: var(--text-muted);
+		color: var(--text-3);
 		cursor: pointer;
 		flex-shrink: 0;
 	}
 	.attached-dismiss:hover {
-		color: var(--text-primary);
-		background: rgba(255, 255, 255, 0.06);
+		color: var(--text);
+		background: var(--bg-4);
 	}
 	.attached-dismiss:focus-visible {
 		outline: 2px solid var(--accent);
@@ -336,20 +339,20 @@
 	.panel {
 		display: flex;
 		flex-direction: column;
-		gap: 4px;
-		padding: 12px;
-		background: var(--bg-elevated);
-		border: 1px solid var(--border);
-		border-radius: var(--radius-md);
+		gap: var(--sp-1);
+		padding: var(--sp-5);
+		background: var(--bg-3);
+		border: 1px solid var(--line);
+		border-radius: var(--r-md);
 	}
 	.actions {
 		display: flex;
-		gap: 8px;
-		margin-top: 4px;
+		gap: var(--sp-3);
+		margin-top: var(--sp-1);
 	}
 	.err {
-		margin: 4px 0 0;
-		font-size: 12px;
-		color: var(--error);
+		margin: var(--sp-1) 0 0;
+		font-size: var(--fs-aux);
+		color: var(--err);
 	}
 </style>

calliope-web/src/lib/components/ComfyDynamicForm.svelte

@@ -17,6 +17,10 @@
 		allowUpload?: boolean;
 		/** Force required-field error rings visible (e.g. after a blocked Generate). */
 		showErrors?: boolean;
+		/** Show each field's workflow value (原值) and mark fields that differ from it. */
+		showOrig?: boolean;
+		/** Extra per-field messages keyed by nodeId (e.g. range checks); shown with showErrors. */
+		errors?: Record<string, string>;
 		/** Emits labels of required-but-empty inputs whenever the set changes. */
 		onValidityChange?: (missing: string[]) => void;
 		onChange?: (values: Record<string, string | number>) => void;
@@ -30,10 +34,23 @@
 		assetOptions = [],
 		allowUpload = false,
 		showErrors = false,
+		showOrig = false,
+		errors = {},
 		onValidityChange,
 		onChange,
 	}: Props = $props();
 
+	function hasOrig(inp: ComfyDynamicInput): boolean {
+		return inp.defaultValue !== undefined && inp.defaultValue !== '';
+	}
+
+	function isChanged(inp: ComfyDynamicInput): boolean {
+		if (!showOrig) return false;
+		const v = values[inp.nodeId];
+		if (isBlank(v)) return hasOrig(inp);
+		return !hasOrig(inp) || String(v) !== String(inp.defaultValue);
+	}
+
 	// Unique per mounted form so label/id pairs never collide across instances.
 	const uid = Math.random().toString(36).slice(2, 8);
 	let touched = $state<Record<string, boolean>>({});
@@ -80,6 +97,11 @@
 		return isMissing(inp) && (showErrors || !!touched[inp.nodeId]);
 	}
 
+	function extraError(inp: ComfyDynamicInput): string | null {
+		const msg = errors[inp.nodeId]?.trim();
+		return msg && !isMissing(inp) && (showErrors || !!touched[inp.nodeId]) ? msg : null;
+	}
+
 	function thumbFor(current: string): string | null {
 		if (!current) return null;
 		const opt = assetOptions.find((o) => o.path === current);
@@ -224,7 +246,9 @@
 		{#each inputs as inp (inp.nodeId)}
 			{@const current = String(values[inp.nodeId] ?? '')}
 			{@const id = inputId(inp.nodeId)}
-			{@const errored = showError(inp)}
+			{@const extra = extraError(inp)}
+			{@const errored = showError(inp) || !!extra}
+			{@const changed = isChanged(inp)}
 			<div class="field">
 				<label class="label" for={id}>
 					{inp.label}
@@ -235,6 +259,9 @@
 						{#if inp.role}<span class="role">{inp.role}</span>{/if}
 						<span class="kind">{inp.kind}</span>
 					{/if}
+					{#if showOrig && hasOrig(inp)}
+						<span class="orig">{t('cdf.orig', { v: String(inp.defaultValue) })}</span>
+					{/if}
 				</label>
 				{#if readonly}
 					<div class="readonly">{values[inp.nodeId] ?? inp.defaultValue ?? '—'}</div>
@@ -243,6 +270,7 @@
 						{id}
 						rows="3"
 						class:invalid={errored}
+						class:changed
 						aria-required={inp.required || undefined}
 						aria-invalid={errored || undefined}
 						value={current}
@@ -254,6 +282,7 @@
 						{id}
 						type="number"
 						class:invalid={errored}
+						class:changed
 						aria-required={inp.required || undefined}
 						aria-invalid={errored || undefined}
 						value={values[inp.nodeId] ?? ''}
@@ -264,6 +293,7 @@
 					<select
 						{id}
 						class:invalid={errored}
+						class:changed
 						value={current || String(inp.defaultValue ?? '')}
 						onchange={(e) => setValue(inp.nodeId, e.currentTarget.value)}
 						onblur={() => markTouched(inp.nodeId)}
@@ -445,6 +475,7 @@
 						{id}
 						type="text"
 						class:invalid={errored}
+						class:changed
 						aria-required={inp.required || undefined}
 						aria-invalid={errored || undefined}
 						value={current}
@@ -453,7 +484,7 @@
 					/>
 				{/if}
 				{#if errored}
-					<span class="error-msg" role="alert">{t('cdf.requiredMsg', { label: inp.label })}</span>
+					<span class="error-msg" role="alert">{extra ?? t('cdf.requiredMsg', { label: inp.label })}</span>
 				{/if}
 			</div>
 		{/each}
@@ -491,7 +522,7 @@
 	}
 	.role {
 		font-weight: 600;
-		color: var(--accent, #a78bfa);
+		color: var(--accent);
 		font-size: 11px;
 		margin-left: 6px;
 		font-family: ui-monospace, monospace;
@@ -516,15 +547,27 @@
 		border-color: var(--accent);
 		box-shadow: 0 0 0 3px var(--accent-glow);
 	}
+	input.changed,
+	textarea.changed,
+	select.changed {
+		border-color: var(--accent-line);
+	}
 	input.invalid,
 	textarea.invalid,
 	select.invalid {
 		border-color: var(--error);
 	}
+	.orig {
+		float: right;
+		font-weight: 400;
+		font-size: var(--fs-mini);
+		font-family: var(--mono);
+		color: var(--text-muted);
+	}
 	input.invalid:focus-visible,
 	textarea.invalid:focus-visible,
 	select.invalid:focus-visible {
-		box-shadow: 0 0 0 3px rgba(239, 68, 68, 0.25);
+		box-shadow: 0 0 0 3px var(--err-soft);
 	}
 	.error-msg {
 		font-size: 11px;
@@ -564,7 +607,7 @@
 	}
 	.clear:hover {
 		color: var(--error);
-		border-color: rgba(239, 68, 68, 0.4);
+		border-color: var(--err-line);
 	}
 	.clear:focus-visible {
 		outline: 2px solid var(--accent);

calliope-web/src/lib/components/GeneratingOverlay.svelte

@@ -30,7 +30,7 @@
 		position: absolute;
 		inset: 0;
 		z-index: 30;
-		background: rgba(18, 18, 24, 0.78);
+		background: var(--overlay);
 		backdrop-filter: blur(2px);
 		border-radius: var(--radius-md);
 		display: flex;

calliope-web/src/lib/components/ImageLightbox.svelte

@@ -1,7 +1,9 @@
 <script lang="ts">
 	import SafeMedia from '$lib/components/SafeMedia.svelte';
 	import Icon from '$lib/components/ui/Icon.svelte';
+	import Spinner from '$lib/components/ui/Spinner.svelte';
 	import { t } from '$lib/i18n.svelte';
+	import { exportLastFrame } from '$lib/media/lastFrame';
 
 	interface Props {
 		src: string | null;
@@ -61,6 +63,17 @@
 		}
 		return alt ? `${alt.trim().replace(/\s+/g, '-').toLowerCase()}.png` : 'media';
 	});
+
+	let frameBusy = $state(false);
+	async function exportTail() {
+		if (!src || frameBusy) return;
+		frameBusy = true;
+		try {
+			await exportLastFrame(src);
+		} finally {
+			frameBusy = false;
+		}
+	}
 </script>
 
 <svelte:window onkeydown={src ? onKeydown : undefined} />
@@ -90,6 +103,26 @@ aria-label={zoomed ? t('lightbox.fitToScreen') : t('lightbox.zoom100')}
 					<Icon name="zoom-in" size={17} />
 				</button>
 			{/if}
+			{#if isVideo}
+				<button
+					class="tool"
+					type="button"
+					aria-label={frameBusy ? t('lastFrame.exporting') : t('lastFrame.export')}
+					title={frameBusy ? t('lastFrame.exporting') : `${t('lastFrame.export')} · ${t('lastFrame.hint')}`}
+					disabled={frameBusy}
+					aria-busy={frameBusy}
+					onclick={(e) => {
+						e.stopPropagation();
+						exportTail();
+					}}
+				>
+					{#if frameBusy}
+						<Spinner size="sm" />
+					{:else}
+						<Icon name="image" size={17} />
+					{/if}
+				</button>
+			{/if}
 			<a
 				class="tool"
 				href={src}
@@ -204,7 +237,7 @@ aria-label={zoomed ? t('lightbox.fitToScreen') : t('lightbox.zoom100')}
 	}
 	.counter {
 		font-size: 12px;
-		color: rgba(255, 255, 255, 0.65);
+		color: color-mix(in srgb, var(--on-media) 65%, transparent);
 		margin-right: 4px;
 		font-variant-numeric: tabular-nums;
 	}
@@ -216,13 +249,13 @@ aria-label={zoomed ? t('lightbox.fitToScreen') : t('lightbox.zoom100')}
 		height: 40px;
 		border: none;
 		border-radius: 999px;
-		background: rgba(255, 255, 255, 0.12);
-		color: #fff;
+		background: color-mix(in srgb, var(--on-media) 12%, transparent);
+		color: var(--on-media);
 		cursor: pointer;
 		transition: background 0.15s;
 	}
 	.tool:hover {
-		background: rgba(255, 255, 255, 0.22);
+		background: color-mix(in srgb, var(--on-media) 22%, transparent);
 	}
 	.tool:focus-visible {
 		outline: 2px solid var(--accent);
@@ -239,13 +272,13 @@ aria-label={zoomed ? t('lightbox.fitToScreen') : t('lightbox.zoom100')}
 		height: 44px;
 		border: none;
 		border-radius: 999px;
-		background: rgba(255, 255, 255, 0.1);
-		color: #fff;
+		background: color-mix(in srgb, var(--on-media) 10%, transparent);
+		color: var(--on-media);
 		cursor: pointer;
 		transition: background 0.15s;
 	}
 	.nav:hover {
-		background: rgba(255, 255, 255, 0.22);
+		background: color-mix(in srgb, var(--on-media) 22%, transparent);
 	}
 	.nav:focus-visible {
 		outline: 2px solid var(--accent);
@@ -301,16 +334,16 @@ aria-label={zoomed ? t('lightbox.fitToScreen') : t('lightbox.zoom100')}
 	.caption {
 		margin: 0;
 		font-size: 13px;
-		color: rgba(255, 255, 255, 0.85);
+		color: color-mix(in srgb, var(--on-media) 85%, transparent);
 		max-width: min(96vw, 720px);
 		text-align: center;
 	}
 	.hint {
 		margin: 0;
 		font-size: 12px;
-		color: rgba(255, 255, 255, 0.55);
+		color: color-mix(in srgb, var(--on-media) 55%, transparent);
 	}
 	.hint a {
-		color: rgba(255, 255, 255, 0.85);
+		color: color-mix(in srgb, var(--on-media) 85%, transparent);
 	}
 </style>

calliope-web/src/lib/components/JobRow.svelte

@@ -1,164 +0,0 @@
-<script lang="ts">
-	import { useQueryClient } from '@tanstack/svelte-query';
-	import { jobsApi, type Job } from '$lib/api';
-	import { t } from '$lib/i18n.svelte';
-	import { progressFor } from '$lib/jobProgress';
-	import { toast } from '$lib/toast';
-	import Button from './ui/Button.svelte';
-	import Icon from './ui/Icon.svelte';
-	import type { IconName } from './ui/icons';
-	import ProgressBar from './ui/ProgressBar.svelte';
-	import StatusChip from './ui/StatusChip.svelte';
-
-	interface Props {
-		job: Job;
-		/** Optional override for the leading label (defaults to "Kind #id"). */
-		label?: string;
-	}
-
-	let { job, label }: Props = $props();
-
-	const client = useQueryClient();
-	let busy = $state(false);
-
-	const kindIcon: IconName = $derived(
-		job.kind === 'video'
-			? 'video'
-			: job.kind === 'image'
-				? 'image'
-				: job.kind === 'export'
-					? 'film'
-					: 'queue',
-	);
-	const kindLabel = $derived(
-		job.kind === 'export'
-			? t('job.exportFilm')
-			: job.kind.charAt(0).toUpperCase() + job.kind.slice(1),
-	);
-	const title = $derived(label ?? t('job.title', { kind: kindLabel, id: String(job.id) }));
-	const active = $derived(job.status === 'pending' || job.status === 'running');
-	const entry = $derived(progressFor(job.id));
-
-	async function refresh() {
-		await client.invalidateQueries({ queryKey: ['jobs'] });
-		await client.invalidateQueries({ queryKey: ['playground-jobs'] });
-	}
-
-	async function cancel() {
-		busy = true;
-		try {
-			await jobsApi.cancel(job.id);
-			await refresh();
-			toast.info(t('job.cancelled', { id: String(job.id) }));
-		} catch (err) {
-			toast.error(err instanceof Error ? err.message : t('job.cancelFailed'));
-		} finally {
-			busy = false;
-		}
-	}
-
-	async function retry() {
-		busy = true;
-		try {
-			await jobsApi.retry(job.id);
-			await refresh();
-			toast.success(t('job.requeued', { id: String(job.id) }));
-		} catch (err) {
-			toast.error(err instanceof Error ? err.message : t('job.retryFailed'));
-		} finally {
-			busy = false;
-		}
-	}
-</script>
-
-<div class="job-row">
-	<span class="kind" aria-hidden="true"><Icon name={kindIcon} size={14} /></span>
-	<div class="main">
-		<div class="top">
-			<span class="label" {title}>{title}</span>
-			<StatusChip status={job.status} />
-		</div>
-		{#if active}
-			<div class="bar">
-				<ProgressBar
-					size="sm"
-					value={entry?.progress ?? 0}
-					indeterminate={job.status === 'running' && entry == null}
-					label={entry?.message}
-				/>
-			</div>
-		{:else if job.status === 'failed' && job.error}
-			<p class="err" title={job.error}>{job.error}</p>
-		{/if}
-	</div>
-	<div class="actions">
-		{#if active}
-			<Button size="sm" variant="ghost" loading={busy} title={t('job.cancelJob')} onclick={cancel}>
-				<Icon name="close" size={13} />
-			</Button>
-		{:else if job.status === 'failed'}
-			<Button size="sm" variant="ghost" loading={busy} title={t('job.retryJob')} onclick={retry}>
-				<Icon name="retry" size={13} />
-			</Button>
-		{/if}
-	</div>
-</div>
-
-<style>
-	.job-row {
-		display: grid;
-		grid-template-columns: 20px 1fr auto;
-		gap: 8px;
-		align-items: start;
-		padding: 8px;
-		border: 1px solid var(--border);
-		border-radius: var(--radius-sm);
-		background: var(--bg-elevated);
-	}
-	.kind {
-		display: flex;
-		align-items: center;
-		justify-content: center;
-		height: 20px;
-		color: var(--text-muted);
-	}
-	.main {
-		min-width: 0;
-		display: flex;
-		flex-direction: column;
-		gap: 6px;
-	}
-	.top {
-		display: flex;
-		align-items: center;
-		justify-content: space-between;
-		gap: 8px;
-		min-height: 20px;
-	}
-	.label {
-		font-size: 12px;
-		font-weight: 600;
-		color: var(--text-primary);
-		white-space: nowrap;
-		overflow: hidden;
-		text-overflow: ellipsis;
-	}
-	.bar {
-		padding-bottom: 2px;
-	}
-	.err {
-		margin: 0;
-		font-size: 11px;
-		line-height: 1.4;
-		color: var(--error);
-		display: -webkit-box;
-		-webkit-line-clamp: 2;
-		line-clamp: 2;
-		-webkit-box-orient: vertical;
-		overflow: hidden;
-	}
-	.actions {
-		display: flex;
-		align-items: center;
-	}
-</style>

calliope-web/src/lib/components/NavRail.svelte

@@ -1,137 +0,0 @@
-<script lang="ts">
-	import { goto } from '$app/navigation';
-	import { t } from '$lib/i18n.svelte';
-	import Icon from '$lib/components/ui/Icon.svelte';
-	import type { IconName } from '$lib/components/ui/icons';
-
-	const items = $derived(
-		[
-			{ id: 'story', key: 'nav.story', icon: 'story' },
-			{ id: 'assets', key: 'nav.assets', icon: 'assets' },
-			{ id: 'script', key: 'nav.script', icon: 'script' },
-			{ id: 'video', key: 'nav.video', icon: 'video' },
-		] as { id: string; key: string; icon: IconName }[],
-	);
-
-	interface Props {
-		active?: string;
-		onSelect?: (id: string) => void;
-		/** Optional per-stage counts — a nonzero value shows a small pill on the icon. */
-		badges?: Record<string, number>;
-	}
-
-	let { active = 'story', onSelect, badges = {} }: Props = $props();
-</script>
-
-<nav class="nav" aria-label={t('nav.projectStages')}>
-	<button
-		class="nav-item home"
-		title={t('nav.projects')}
-		aria-label={t('nav.backProjects')}
-		onclick={() => goto('/projects')}
-	>
-		<span class="icon"><Icon name="home" size={20} /></span>
-		<span class="label">{t('nav.home')}</span>
-	</button>
-	<div class="divider" aria-hidden="true"></div>
-	{#each items as item (item.id)}
-		{@const count = badges[item.id] ?? 0}
-		<button
-			class="nav-item"
-			class:active={active === item.id}
-			title={t(item.key)}
-			aria-current={active === item.id ? 'page' : undefined}
-			onclick={() => onSelect?.(item.id)}
-		>
-			<span class="icon">
-				<Icon name={item.icon} size={20} />
-				{#if count > 0}
-					<span class="badge" aria-label={t('nav.countActive', { count })}>
-						{count > 9 ? '9+' : count}
-					</span>
-				{/if}
-			</span>
-			<span class="label">{t(item.key)}</span>
-		</button>
-	{/each}
-</nav>
-
-<style>
-	.nav {
-		width: 64px;
-		background: var(--bg-surface);
-		border-right: 1px solid var(--border);
-		display: flex;
-		flex-direction: column;
-		align-items: center;
-		padding: var(--space-md) 0;
-		gap: var(--space-sm);
-		flex-shrink: 0;
-	}
-	.divider {
-		width: 32px;
-		height: 1px;
-		background: var(--border);
-		margin: 2px 0 4px;
-	}
-	.nav-item {
-		width: 56px;
-		border: none;
-		background: transparent;
-		border-radius: var(--radius-md);
-		display: flex;
-		flex-direction: column;
-		align-items: center;
-		justify-content: center;
-		gap: 4px;
-		padding: 8px 0;
-		cursor: pointer;
-		color: var(--text-muted);
-		font-size: 11px;
-		font-family: inherit;
-		transition: all 0.15s;
-	}
-	.nav-item:hover {
-		background: var(--bg-elevated);
-		color: var(--text-primary);
-	}
-	.nav-item.active {
-		background: var(--accent);
-		color: white;
-		box-shadow: 0 0 16px var(--accent-glow);
-	}
-	.nav-item.home:hover {
-		color: var(--accent);
-	}
-	.nav-item:focus-visible {
-		outline: 2px solid var(--accent);
-		outline-offset: 2px;
-	}
-	.icon {
-		position: relative;
-		display: inline-flex;
-		line-height: 1;
-	}
-	.badge {
-		position: absolute;
-		top: -6px;
-		right: -12px;
-		min-width: 15px;
-		height: 15px;
-		padding: 0 4px;
-		box-sizing: border-box;
-		border-radius: 999px;
-		background: var(--accent);
-		color: #fff;
-		font-size: 9px;
-		font-weight: 700;
-		line-height: 15px;
-		text-align: center;
-		box-shadow: 0 0 0 2px var(--bg-surface);
-	}
-	.nav-item.active .badge {
-		background: #fff;
-		color: var(--accent);
-		box-shadow: 0 0 0 2px var(--accent);
-	}
-</style>

calliope-web/src/lib/components/OmniComposer.svelte

@@ -504,9 +504,9 @@
 		height: 36px;
 		padding: 0 20px;
 		border-radius: 9999px;
-		background: var(--success, #22c55e);
+		background: var(--ok);
 		border: none;
-		color: #000;
+		color: var(--accent-ink);
 		font-size: 14px;
 		font-weight: 700;
 		font-family: var(--font-body);

calliope-web/src/lib/components/ProjectCard.svelte

@@ -1,478 +0,0 @@
-<script lang="ts">
-	import { goto } from '$app/navigation';
-	import { createMutation, createQuery, useQueryClient } from '@tanstack/svelte-query';
-	import { assetUrl, projects, type Project } from '$lib/api';
-	import { toast } from '$lib/toast';
-	import Button from '$lib/components/ui/Button.svelte';
-	import ConfirmDialog from '$lib/components/ui/ConfirmDialog.svelte';
-	import Icon from '$lib/components/ui/Icon.svelte';
-	import Modal from '$lib/components/ui/Modal.svelte';
-	import StatusChip from '$lib/components/ui/StatusChip.svelte';
-	import { t } from '$lib/i18n.svelte';
-
-	interface Props {
-		project: Project;
-	}
-
-	const { project }: Props = $props();
-
-	const client = useQueryClient();
-
-	const stats = $derived(
-		project.stats ?? {
-			scene_count: 0,
-			character_count: 0,
-			asset_ready_count: 0,
-			asset_total_count: 0,
-		},
-	);
-
-	// Explicit project cover wins; otherwise fall back to the first asset image.
-	// The project prop is stable for the lifetime of a card, so the eager
-	// queryKey capture below is intentional.
-	// svelte-ignore state_referenced_locally
-	const assetsQuery = createQuery({
-		queryKey: ['assets', project.id],
-		queryFn: () => projects.getAssets(project.id),
-		staleTime: 60_000,
-	});
-
-	const thumbUrl = $derived.by(() => {
-		if (project.cover_path) return assetUrl(project.cover_path);
-		const data = $assetsQuery.data;
-		if (!data) return null;
-		const char = data.characters.find((c) => c.portrait_path || c.sheet_path);
-		const path =
-			char?.portrait_path ??
-			char?.sheet_path ??
-			data.locations.find((l) => l.reference_image_path)?.reference_image_path ??
-			null;
-		return assetUrl(path);
-	});
-
-	// A broken cover (deleted file, 404) falls back to the gradient tile.
-	let thumbFailedFor = $state<string | null>(null);
-
-	function relativeTime(iso: string): string {
-		const then = new Date(iso).getTime();
-		if (Number.isNaN(then)) return '';
-		const mins = Math.max(0, Math.round((Date.now() - then) / 60000));
-		if (mins < 1) return t('projectCard.timeJustNow');
-		if (mins < 60) return t('projectCard.timeM', { count: mins });
-		const hours = Math.round(mins / 60);
-		if (hours < 24) return t('projectCard.timeH', { count: hours });
-		const days = Math.round(hours / 24);
-		if (days < 30) return t('projectCard.timeD', { count: days });
-		const months = Math.round(days / 30);
-		if (months < 12) return t('projectCard.timeMo', { count: months });
-		return t('projectCard.timeY', { count: Math.round(months / 12) });
-	}
-
-	const updatedLabel = $derived(relativeTime(project.updated_at));
-	const updatedTitle = $derived(new Date(project.updated_at).toLocaleString());
-
-	// Overflow menu (⋯) — closes on outside click, focus leaving, or Esc.
-	let menuOpen = $state(false);
-	let menuEl = $state<HTMLDivElement | null>(null);
-
-	$effect(() => {
-		if (!menuOpen) return;
-		const onDocClick = (e: MouseEvent) => {
-			if (menuEl && !menuEl.contains(e.target as Node)) menuOpen = false;
-		};
-		const onKey = (e: KeyboardEvent) => {
-			if (e.key === 'Escape') menuOpen = false;
-		};
-		const onFocusIn = (e: FocusEvent) => {
-			if (menuEl && !menuEl.contains(e.target as Node)) menuOpen = false;
-		};
-		window.addEventListener('click', onDocClick);
-		window.addEventListener('keydown', onKey);
-		document.addEventListener('focusin', onFocusIn);
-		return () => {
-			window.removeEventListener('click', onDocClick);
-			window.removeEventListener('keydown', onKey);
-			document.removeEventListener('focusin', onFocusIn);
-		};
-	});
-
-	let renameOpen = $state(false);
-	let renameValue = $state('');
-
-	const renameMutation = createMutation({
-		mutationFn: (title: string) => projects.update(project.id, { title }),
-		onSuccess: (updated) => {
-			client.invalidateQueries({ queryKey: ['projects'] });
-			toast.success(t('projectCard.renamedTo', { title: updated.title }));
-		},
-		onError: (err) => {
-			toast.error(err instanceof Error ? err.message : t('projectCard.renameFailed'));
-		},
-	});
-
-	function openRename() {
-		menuOpen = false;
-		renameValue = project.title;
-		renameOpen = true;
-	}
-
-	function submitRename() {
-		const title = renameValue.trim();
-		renameOpen = false;
-		if (!title || title === project.title) return;
-		$renameMutation.mutate(title);
-	}
-
-	let deleteOpen = $state(false);
-
-	const deleteMutation = createMutation({
-		mutationFn: () => projects.delete(project.id),
-		onSuccess: () => {
-			client.invalidateQueries({ queryKey: ['projects'] });
-			toast.success(t('projectCard.deleted', { title: project.title }));
-		},
-		onError: (err) => {
-			toast.error(err instanceof Error ? err.message : t('projectCard.deleteFailed'));
-		},
-	});
-</script>
-
-<article class="project-card">
-	<button
-		type="button"
-		class="card-main"
-		aria-label={t('projectCard.open', { title: project.title })}
-		onclick={() => goto(`/project/${project.id}`)}
-	>
-		<div class="card-thumb">
-			{#if thumbUrl && thumbFailedFor !== thumbUrl}
-				<img
-					class="thumb-img"
-					src={thumbUrl}
-					alt=""
-					loading="lazy"
-					onerror={() => (thumbFailedFor = thumbUrl)}
-				/>
-			{:else}
-				<div class="card-thumb-icon"><Icon name="video" size={26} /></div>
-			{/if}
-			<div class="card-status">
-				<StatusChip status={project.status} label={t(`projectCard.status.${project.status}`)} />
-			</div>
-		</div>
-		<div class="card-body">
-			<div class="card-title">
-				{project.title}
-				<span class="open-arrow">→</span>
-			</div>
-			<p class="card-desc">{project.idea || t('projectCard.noIdea')}</p>
-			<div class="card-meta">
-				<div class="card-stats">
-					<span class="card-stat">
-						<Icon name="script" size={13} />
-						{t('projectCard.scenes', { count: stats.scene_count })}
-					</span>
-					<span class="card-stat">
-						<Icon name="assets" size={13} />
-						{t('projectCard.characters', { count: stats.character_count })}
-					</span>
-					<span class="card-stat">
-						<Icon name="image" size={13} />
-						{t('projectCard.assets', {
-							ready: stats.asset_ready_count,
-							total: stats.asset_total_count,
-						})}
-					</span>
-				</div>
-				<span title={updatedTitle}>{updatedLabel}</span>
-			</div>
-		</div>
-	</button>
-
-	<div class="menu-wrap" bind:this={menuEl}>
-		<button
-			type="button"
-			class="menu-btn"
-			aria-label={t('projectCard.actions', { title: project.title })}
-			aria-haspopup="menu"
-			aria-expanded={menuOpen}
-			onclick={() => (menuOpen = !menuOpen)}
-		>
-			⋯
-		</button>
-		{#if menuOpen}
-			<div class="menu" role="menu" aria-label={t('projectCard.menuLabel')}>
-				<button type="button" role="menuitem" class="menu-item" onclick={openRename}>
-					<Icon name="edit" size={14} />
-					{t('common.rename')}
-				</button>
-				<button
-					type="button"
-					role="menuitem"
-					class="menu-item"
-					onclick={() => {
-						menuOpen = false;
-						goto(`/project/${project.id}?stage=assets`);
-					}}
-				>
-					<Icon name="image" size={14} />
-					{t('projectCard.changeCover')}
-				</button>
-				<button
-					type="button"
-					role="menuitem"
-					class="menu-item danger"
-					onclick={() => {
-						menuOpen = false;
-						deleteOpen = true;
-					}}
-				>
-					<Icon name="trash" size={14} />
-					{t('common.delete')}
-				</button>
-			</div>
-		{/if}
-	</div>
-</article>
-
-<Modal bind:open={renameOpen} title={t('projectCard.renameTitle')}>
-	<form
-		onsubmit={(e) => {
-			e.preventDefault();
-			submitRename();
-		}}
-	>
-		<label class="field">
-			<span class="field-label">{t('common.title')}</span>
-			<input class="field-input" bind:value={renameValue} required />
-		</label>
-	</form>
-	{#snippet footer()}
-		<Button variant="ghost" onclick={() => (renameOpen = false)}>{t('common.cancel')}</Button>
-		<Button
-			variant="primary"
-			disabled={!renameValue.trim() || $renameMutation.isPending}
-			onclick={submitRename}
-		>
-			{t('common.rename')}
-		</Button>
-	{/snippet}
-</Modal>
-
-<ConfirmDialog
-	bind:open={deleteOpen}
-	title={t('projectCard.deleteTitle')}
-	message={t('projectCard.deleteMessage', { title: project.title })}
-	confirmLabel={t('common.delete')}
-	danger
-	onconfirm={() => $deleteMutation.mutate()}
-/>
-
-<style>
-	.project-card {
-		position: relative;
-		background: var(--bg-surface);
-		border: 1px solid var(--border);
-		border-radius: var(--radius-lg);
-		overflow: hidden;
-		transition: all 0.2s;
-	}
-	.project-card:hover {
-		border-color: var(--accent);
-		transform: translateY(-2px);
-		box-shadow: 0 8px 32px rgba(0, 0, 0, 0.35);
-	}
-	.project-card:hover .open-arrow {
-		opacity: 1;
-		transform: translateX(0);
-	}
-	.card-main {
-		display: block;
-		width: 100%;
-		padding: 0;
-		border: none;
-		background: transparent;
-		color: inherit;
-		font: inherit;
-		text-align: left;
-		cursor: pointer;
-	}
-	.card-main:focus-visible {
-		outline: 2px solid var(--accent);
-		outline-offset: -2px;
-	}
-	.card-thumb {
-		height: 170px;
-		background: linear-gradient(135deg, var(--bg-elevated) 0%, #1a1625 100%);
-		position: relative;
-		display: flex;
-		align-items: center;
-		justify-content: center;
-		overflow: hidden;
-	}
-	.card-thumb::before {
-		content: '';
-		position: absolute;
-		inset: 0;
-		background:
-			radial-gradient(circle at 20% 30%, rgba(139, 92, 246, 0.12) 0%, transparent 40%),
-			radial-gradient(circle at 80% 70%, rgba(59, 130, 246, 0.08) 0%, transparent 40%);
-	}
-	.thumb-img {
-		position: absolute;
-		inset: 0;
-		width: 100%;
-		height: 100%;
-		object-fit: cover;
-	}
-	.card-thumb-icon {
-		width: 64px;
-		height: 64px;
-		border-radius: var(--radius-md);
-		background: rgba(139, 92, 246, 0.12);
-		border: 1px solid rgba(139, 92, 246, 0.2);
-		color: var(--accent);
-		display: flex;
-		align-items: center;
-		justify-content: center;
-		position: relative;
-		z-index: 1;
-	}
-	.card-status {
-		position: absolute;
-		top: 8px;
-		right: 8px;
-		z-index: 2;
-		filter: drop-shadow(0 1px 3px rgba(0, 0, 0, 0.6));
-	}
-	.card-body {
-		padding: var(--space-md);
-	}
-	.card-title {
-		font-size: 16px;
-		font-weight: 600;
-		margin: 0 0 var(--space-xs);
-		display: flex;
-		justify-content: space-between;
-		align-items: center;
-		gap: var(--space-sm);
-	}
-	.open-arrow {
-		color: var(--accent);
-		opacity: 0;
-		transform: translateX(-8px);
-		transition: all 0.2s;
-		font-size: 14px;
-	}
-	.card-desc {
-		color: var(--text-secondary);
-		font-size: 13px;
-		line-height: 1.5;
-		margin: 0 0 var(--space-md);
-		display: -webkit-box;
-		-webkit-line-clamp: 2;
-		line-clamp: 2;
-		-webkit-box-orient: vertical;
-		overflow: hidden;
-	}
-	.card-meta {
-		display: flex;
-		justify-content: space-between;
-		align-items: center;
-		gap: var(--space-sm);
-		font-size: 12px;
-		color: var(--text-muted);
-	}
-	.card-stats {
-		display: flex;
-		gap: var(--space-md);
-		flex-wrap: wrap;
-	}
-	.card-stat {
-		display: flex;
-		align-items: center;
-		gap: 4px;
-	}
-	.menu-wrap {
-		position: absolute;
-		top: 8px;
-		left: 8px;
-		z-index: 3;
-	}
-	.menu-btn {
-		width: 30px;
-		height: 30px;
-		border: 1px solid transparent;
-		border-radius: var(--radius-sm);
-		background: rgba(10, 10, 12, 0.55);
-		color: var(--text-secondary);
-		font-size: 16px;
-		line-height: 1;
-		cursor: pointer;
-		display: flex;
-		align-items: center;
-		justify-content: center;
-		opacity: 0;
-		transition: all 0.15s;
-	}
-	.project-card:hover .menu-btn,
-	.menu-btn:focus-visible,
-	.menu-btn[aria-expanded='true'] {
-		opacity: 1;
-	}
-	.menu-btn:hover {
-		background: var(--bg-elevated);
-		color: var(--text-primary);
-		border-color: var(--border);
-	}
-	.menu-btn:focus-visible {
-		outline: 2px solid var(--accent);
-		outline-offset: 2px;
-	}
-	.menu {
-		position: absolute;
-		top: 34px;
-		left: 0;
-		min-width: 140px;
-		background: var(--bg-elevated);
-		border: 1px solid var(--border);
-		border-radius: var(--radius-md);
-		box-shadow: 0 12px 32px rgba(0, 0, 0, 0.45);
-		padding: 4px;
-		display: flex;
-		flex-direction: column;
-	}
-	.menu-item {
-		display: flex;
-		align-items: center;
-		gap: 8px;
-		width: 100%;
-		padding: 8px 10px;
-		border: none;
-		border-radius: var(--radius-sm);
-		background: transparent;
-		color: var(--text-primary);
-		font-size: 13px;
-		font-family: inherit;
-		cursor: pointer;
-		text-align: left;
-	}
-	.menu-item:hover {
-		background: rgba(255, 255, 255, 0.06);
-	}
-	.menu-item.danger {
-		color: var(--error);
-	}
-	.menu-item.danger:hover {
-		background: rgba(239, 68, 68, 0.12);
-	}
-	.menu-item:focus-visible {
-		outline: 2px solid var(--accent);
-		outline-offset: -2px;
-	}
-	@media (prefers-reduced-motion: reduce) {
-		.project-card:hover {
-			transform: none;
-		}
-	}
-</style>

calliope-web/src/lib/components/SafeMedia.svelte

@@ -95,10 +95,10 @@
 				rgba(255, 255, 255, 0.03) 6px,
 				rgba(255, 255, 255, 0.03) 12px
 			),
-			var(--bg-elevated, #16161d);
-		border: 1px dashed var(--border, #2a2a35);
+			var(--bg-elevated);
+		border: 1px dashed var(--border);
 		border-radius: inherit;
-		color: var(--text-muted, #8b8b9a);
+		color: var(--text-muted);
 		font-size: 12px;
 		font-weight: 500;
 		letter-spacing: 0.02em;

calliope-web/src/lib/components/ScriptStage.svelte

@@ -1,867 +0,0 @@
-<script lang="ts">
-	import { tick } from 'svelte';
-	import { goto } from '$app/navigation';
-	import { toStore } from 'svelte/store';
-	import { createMutation, createQuery, useQueryClient } from '@tanstack/svelte-query';
-	import { assetUrl, jobsApi, projects, type Job, type Scene, type Clip } from '$lib/api';
-	import { estimateTargetSeconds } from '$lib/durationBudget';
-	import { agentDeepLink } from '$lib/agentTasks';
-	import { toast } from '$lib/toast';
-	import { t } from '$lib/i18n.svelte';
-	import Button from '$lib/components/ui/Button.svelte';
-	import StatusChip from '$lib/components/ui/StatusChip.svelte';
-	import Modal from '$lib/components/ui/Modal.svelte';
-	import ConfirmDialog from '$lib/components/ui/ConfirmDialog.svelte';
-	import EmptyState from '$lib/components/ui/EmptyState.svelte';
-	import Icon from '$lib/components/ui/Icon.svelte';
-
-	interface Props {
-		projectId: number;
-	}
-
-	let { projectId }: Props = $props();
-	const client = useQueryClient();
-	let editing = $state<Scene | null>(null);
-	let editOpen = $state(false);
-	let highlightId = $state<number | null>(null);
-	let adding = $state(false);
-	let deletingId = $state<number | null>(null);
-	let sceneToDelete = $state<Scene | null>(null);
-	let deleteOpen = $state(false);
-
-	const scenesQuery = createQuery(
-		toStore(() => ({
-			queryKey: ['scenes', projectId],
-			queryFn: () => projects.getScenes(projectId),
-		})),
-	);
-
-	// Shared cache key with QueueStage — clip job state shows up on scene cards
-	// too. Refreshed via SSE invalidation from the project page, not polling.
-	const jobsQuery = createQuery(
-		toStore(() => ({
-			queryKey: ['jobs', projectId],
-			queryFn: () => jobsApi.list(projectId),
-		})),
-	);
-
-	// Cache-shared with the parent's story query — only used for the target-length hint.
-	const storyQuery = createQuery(
-		toStore(() => ({
-			queryKey: ['story', projectId],
-			queryFn: () => projects.getStory(projectId),
-		})),
-	);
-
-	// Cache-shared with AssetsStage — resolves scene location chips.
-	const assetsQuery = createQuery(
-		toStore(() => ({
-			queryKey: ['assets', projectId],
-			queryFn: () => projects.getAssets(projectId),
-		})),
-	);
-
-	const scenes = $derived($scenesQuery.data?.scenes ?? []);
-	const sceneCount = $derived(scenes.length);
-	const totalClips = $derived(scenes.reduce((n, s) => n + (s.clips?.length ?? 0), 0));
-	const totalSec = $derived($scenesQuery.data?.estimated_duration_sec ?? 0);
-	const targetSec = $derived.by(() => {
-		const target = $storyQuery.data?.project?.target_duration;
-		return target ? estimateTargetSeconds(target) : 0;
-	});
-
-	const busy = $derived(adding || deletingId != null);
-
-	// ── Break into shots (coverage expansion) ────────────────────────────
-	let expandingIds = $state<number[]>([]);
-	let expandingAll = $state(false);
-	let expandedIds = $state<number[]>([]);
-
-	function isExpanded(scene: Scene): boolean {
-		return (scene.clips?.length ?? 0) > 1 || expandedIds.includes(scene.id);
-	}
-
-	async function breakIntoShots(scene: Scene) {
-		if (expandingIds.length > 0 || expandingAll) return;
-		expandingIds = [...expandingIds, scene.id];
-		try {
-			const res = await projects.expandClips(projectId, { scene_ids: [scene.id] });
-			expandedIds = [...new Set([...expandedIds, scene.id])];
-			await client.invalidateQueries({ queryKey: ['scenes'] });
-			toast.success(
-				t('script.toast.breakIntoShots', {
-					num: scene.order_index,
-					clips: res.scenes?.[0]?.clip_count ?? '?',
-				}),
-			);
-		} catch (err) {
-			toast.error(err instanceof Error ? err.message : t('script.toast.breakFail'));
-		} finally {
-			expandingIds = expandingIds.filter((id) => id !== scene.id);
-		}
-	}
-
-	async function breakAllIntoShots() {
-		if (expandingIds.length > 0 || expandingAll) return;
-		if (
-			!window.confirm(t('script.toast.breakAllConfirm', { count: sceneCount }))
-		)
-			return;
-		expandingAll = true;
-		try {
-			const res = await projects.expandClips(projectId, { all: true });
-			expandedIds = scenes.map((s) => s.id);
-			await client.invalidateQueries({ queryKey: ['scenes'] });
-			toast.success(t('script.toast.boardExpanded', { count: res.total_clips }));
-		} catch (err) {
-			toast.error(err instanceof Error ? err.message : t('script.toast.breakAllFail'));
-		} finally {
-			expandingAll = false;
-		}
-	}
-
-	async function deleteClip(clip: Clip, scene: Scene) {
-		try {
-			await projects.deleteClip(projectId, clip.id);
-			await client.invalidateQueries({ queryKey: ['scenes'] });
-			toast.success(t('script.toast.deletedShot', { num: `${scene.order_index}.${clip.order_index}` }));
-		} catch (err) {
-			toast.error(err instanceof Error ? err.message : t('script.toast.deleteClipFail'));
-		}
-	}
-
-	const saveMutation = createMutation({
-		mutationFn: () =>
-			projects.updateScene(projectId, editing!.id, {
-				heading: editing!.heading,
-				action: editing!.action,
-				dialog: editing!.dialog,
-				duration_sec: editing!.duration_sec,
-			}),
-		onSuccess: () => {
-			editing = null;
-			editOpen = false;
-			client.invalidateQueries({ queryKey: ['scenes'] });
-			toast.success(t('script.toast.sceneSaved'));
-		},
-		onError: (err) => {
-			toast.error(err instanceof Error ? err.message : t('script.toast.saveSceneFail'));
-		},
-	});
-
-	// Chain-from-previous toggle — persists on the scene; consumed at render time.
-	let chainPendingId = $state<number | null>(null);
-	async function toggleChain(scene: Scene) {
-		if (chainPendingId != null) return;
-		chainPendingId = scene.id;
-		try {
-			await projects.updateScene(projectId, scene.id, {
-				chain_from_prev: !scene.chain_from_prev,
-			});
-			await client.invalidateQueries({ queryKey: ['scenes'] });
-		} catch (err) {
-			toast.error(err instanceof Error ? err.message : t('script.toast.updateSceneFail'));
-		} finally {
-			chainPendingId = null;
-		}
-	}
-
-	function jobForScene(sceneId: number): Job | undefined {
-		const jobs = ($jobsQuery.data ?? []).filter(
-			(j) => j.scene_id === sceneId && j.kind === 'video',
-		);
-		if (jobs.length === 0) return undefined;
-		return [...jobs].sort((a, b) => b.id - a.id)[0];
-	}
-
-	function jobForClip(clipId: number): Job | undefined {
-		const jobs = ($jobsQuery.data ?? []).filter(
-			(j) => (j as Job & { clip_id?: number | null }).clip_id === clipId && j.kind === 'video',
-		);
-		if (jobs.length === 0) return undefined;
-		return [...jobs].sort((a, b) => b.id - a.id)[0];
-	}
-
-	/** Per-scene production status — only uses fields the API actually exposes. */
-	function sceneStatus(scene: Scene): { status: string; label: string } {
-		const job = jobForScene(scene.id);
-		if (job && (job.status === 'pending' || job.status === 'running')) {
-			return { status: 'generating', label: t('script.status.rendering') };
-		}
-		if (job?.status === 'failed') return { status: 'failed', label: t('script.status.renderFailed') };
-		if (scene.video_path || job?.status === 'done') {
-			return { status: 'ready', label: t('script.status.clipReady') };
-		}
-		return { status: 'idle', label: t('script.status.noClip') };
-	}
-
-	function locationName(scene: Scene): string | null {
-		if (scene.location_id == null) return null;
-		const locs = $assetsQuery.data?.locations ?? [];
-		return locs.find((l) => l.id === scene.location_id)?.name ?? null;
-	}
-
-	function avatarFor(char: { portrait_path: string | null; sheet_path: string | null }) {
-		return assetUrl(char.portrait_path ?? char.sheet_path);
-	}
-
-	function initialsOf(name: string): string {
-		const parts = name.trim().split(/\s+/).filter(Boolean);
-		if (parts.length === 0) return '?';
-		return parts
-			.slice(0, 2)
-			.map((p) => p[0].toUpperCase())
-			.join('');
-	}
-
-	/** Hide a broken avatar image (portrait moved/deleted on disk), revealing initials. */
-	function hideBrokenAvatar(e: Event) {
-		const img = e.currentTarget as HTMLImageElement | null;
-		if (img) img.style.display = 'none';
-	}
-
-	function formatClock(sec: number): string {
-		const s = Math.max(0, Math.round(sec));
-		const m = Math.floor(s / 60);
-		const r = s % 60;
-		return `${m}:${r.toString().padStart(2, '0')}`;
-	}
-
-	async function move(sceneId: number, dir: -1 | 1) {
-		if (busy) return;
-		const list = $scenesQuery.data?.scenes ?? [];
-		const idx = list.findIndex((s) => s.id === sceneId);
-		const swap = idx + dir;
-		if (idx < 0 || swap < 0 || swap >= list.length) return;
-		const ids = list.map((s) => s.id);
-		[ids[idx], ids[swap]] = [ids[swap], ids[idx]];
-		await projects.reorderScenes(projectId, ids);
-		client.invalidateQueries({ queryKey: ['scenes'] });
-	}
-
-	/** Hand off script regeneration to a fresh, project-linked agent chat. */
-	function requestRegenerate() {
-		if (busy) return;
-		goto(agentDeepLink(projectId, 'script'));
-	}
-
-	function openEdit(scene: Scene) {
-		editing = { ...scene };
-		editOpen = true;
-	}
-
-	async function addScene() {
-		if (busy) return;
-		adding = true;
-		try {
-			const existing = $scenesQuery.data?.scenes ?? [];
-			const nextIndex = existing.length + 1;
-			const created = await projects.createScene(projectId, {
-				order_index: nextIndex,
-				heading: `NEW SCENE ${nextIndex}`,
-				action: '',
-				dialog: '',
-				duration_sec: 5,
-			});
-			// Keep order_index contiguous 1..n so Regenerate sees the real board size
-			const ids = [...existing.map((s) => s.id), created.id];
-			await projects.reorderScenes(projectId, ids);
-			await client.invalidateQueries({ queryKey: ['scenes'] });
-			await client.refetchQueries({ queryKey: ['scenes', projectId] });
-			editing = { ...created, order_index: nextIndex, heading: `NEW SCENE ${nextIndex}` };
-			editOpen = true;
-			highlightId = created.id;
-			await tick();
-			document
-				.getElementById(`scene-${created.id}`)
-				?.scrollIntoView({ behavior: 'smooth', block: 'center' });
-			toast.success(t('script.toast.sceneAdded', { num: nextIndex }));
-			window.setTimeout(() => {
-				if (highlightId === created.id) highlightId = null;
-			}, 2800);
-		} catch (err) {
-			toast.error(err instanceof Error ? err.message : t('script.toast.addSceneFail'));
-		} finally {
-			adding = false;
-		}
-	}
-
-	function requestDelete(scene: Scene) {
-		if (busy) return;
-		sceneToDelete = scene;
-		deleteOpen = true;
-	}
-
-	async function confirmDeleteScene() {
-		const scene = sceneToDelete;
-		sceneToDelete = null;
-		if (!scene || busy) return;
-		const label = scene.heading?.trim() || `Scene #${scene.order_index}`;
-		deletingId = scene.id;
-		try {
-			await projects.deleteScene(projectId, scene.id);
-			if (editing?.id === scene.id) {
-				editing = null;
-				editOpen = false;
-			}
-			const remaining = ($scenesQuery.data?.scenes ?? [])
-				.filter((s) => s.id !== scene.id)
-				.map((s) => s.id);
-			if (remaining.length > 0) {
-				await projects.reorderScenes(projectId, remaining);
-			}
-			await client.invalidateQueries({ queryKey: ['scenes'] });
-			toast.success(t('script.toast.deleted', { name: label }));
-		} catch (err) {
-			toast.error(err instanceof Error ? err.message : t('script.toast.deleteFailed'));
-		} finally {
-			deletingId = null;
-		}
-	}
-</script>
-
-<header class="stage-header">
-	<div>
-		<h2>3. Script</h2>
-		<p class="muted">
-			Estimated duration: {formatClock(totalSec)}
-			{#if targetSec > 0}
-				/ target ~{formatClock(targetSec)}
-			{/if}
-			{#if sceneCount > 0}
-				· {sceneCount} scenes
-				{#if totalClips > 0}
-					/ {totalClips} shot clips
-				{/if}
-			{/if}
-		</p>
-	</div>
-	<div class="stage-actions">
-		<Button variant="secondary" disabled={busy} loading={adding} onclick={addScene}>
-			<Icon name="plus" size={14} /> {t('script.addScene')}
-		</Button>
-		<Button
-			variant="secondary"
-			disabled={busy || expandingAll || expandingIds.length > 0 || sceneCount === 0}
-			loading={expandingAll}
-			onclick={breakAllIntoShots}
-			title={t('script.breakAllTitle')}
-		>
-			<Icon name="film" size={14} /> {t('script.breakAllIntoShots')}
-		</Button>
-		<Button variant="primary" disabled={busy} onclick={requestRegenerate}>
-			<Icon name="sparkle" size={15} /> {t('script.regenerate')}
-		</Button>
-	</div>
-</header>
-
-<div class="script-panel">
-	{#if $scenesQuery.isLoading}
-		<div class="card">{t('script.loadingScenes')}</div>
-	{:else if sceneCount === 0}
-		<EmptyState
-			title={t('script.noScenesTitle')}
-			body={t('script.noScenesBody')}
-		>
-			{#snippet icon()}
-				<Icon name="script" size={28} />
-			{/snippet}
-			{#snippet action()}
-				<Button variant="secondary" disabled={busy} loading={adding} onclick={addScene}>
-					<Icon name="plus" size={14} /> {t('script.addScene')}
-				</Button>
-			{/snippet}
-		</EmptyState>
-	{:else}
-		{#each scenes as scene, i (scene.id)}
-			{@const st = sceneStatus(scene)}
-			{@const locName = locationName(scene)}
-			<article
-				id="scene-{scene.id}"
-				class="card scene"
-				class:fresh={highlightId === scene.id}
-				class:deleting={deletingId === scene.id}
-			>
-				<div class="scene-head">
-					<div class="scene-title">
-						<span class="grip" aria-hidden="true"><Icon name="drag" size={14} /></span>
-						<span class="num">#{scene.order_index}</span>
-						<strong>{scene.heading || t('script.untitledScene')}</strong>
-						{#if highlightId === scene.id}
-							<span class="fresh-tag">{t('script.justAdded')}</span>
-						{/if}
-						<StatusChip status={st.status} label={st.label} />
-					</div>
-					<div class="actions">
-						<button
-							type="button"
-							class="icon-btn"
-							aria-label={t('script.moveSceneUp')}
-							title={t('script.moveSceneUp')}
-							disabled={busy || i === 0}
-							onclick={() => move(scene.id, -1)}
-						>
-							<Icon name="chevron-up" size={15} />
-						</button>
-						<button
-							type="button"
-							class="icon-btn"
-							aria-label={t('script.moveSceneDown')}
-							title={t('script.moveSceneDown')}
-							disabled={busy || i === sceneCount - 1}
-							onclick={() => move(scene.id, 1)}
-						>
-							<Icon name="chevron-down" size={15} />
-						</button>
-						<Button variant="secondary" size="sm" disabled={busy} onclick={() => openEdit(scene)}>
-							{t('script.edit')}
-						</Button>
-						<Button
-							variant="danger"
-							size="sm"
-							disabled={busy}
-							loading={deletingId === scene.id}
-							onclick={() => requestDelete(scene)}
-						>
-							{t('script.delete')}
-						</Button>
-					</div>
-				</div>
-				{#if scene.action}
-					<p class="muted">{scene.action}</p>
-				{:else}
-					<p class="muted empty-line">{t('script.noActionYet')}</p>
-				{/if}
-				{#if scene.dialog}
-					<pre class="dialog">{scene.dialog}</pre>
-				{/if}
-				<div class="clip-block">
-					<div class="clip-head">
-						<span class="clip-title">
-							<Icon name="film" size={12} />
-							{(scene.clips ?? []).length}
-							{((scene.clips ?? []).length === 1 ? t('script.shotClipSingular') : t('script.shotClipPlural', { n: (scene.clips ?? []).length }))}
-							{#if (scene.clips ?? []).some((c) => c.clip_path)}
-								· {t('script.renderedCount', { count: (scene.clips ?? []).filter((c) => c.clip_path).length })}
-							{/if}
-						</span>
-						<Button
-							variant="secondary"
-							size="sm"
-							disabled={busy || expandingIds.length > 0 || expandingAll}
-							loading={expandingIds.includes(scene.id)}
-							onclick={() => breakIntoShots(scene)}
-							title={isExpanded(scene) ? t('script.rebreakTitle') : t('script.breakTitle')}
-						>
-							{isExpanded(scene) ? t('script.rebreak') : t('script.break')}
-						</Button>
-					</div>
-					{#if isExpanded(scene) && (scene.clips ?? []).length > 1}
-						<ul class="clip-list">
-							{#each scene.clips ?? [] as clip (clip.id)}
-								{@const clipJob = jobForClip(clip.id)}
-								<li class="clip-row">
-									<span class="clip-num" class:ready={Boolean(clip.clip_path)}>
-										#{scene.order_index}.{clip.order_index}
-									</span>
-									<span class="clip-desc">{clip.description || t('script.untitledShot')}</span>
-									{#if clip.shot_size}
-										<span class="chip">{clip.shot_size}</span>
-									{/if}
-									{#if clipJob && (clipJob.status === 'pending' || clipJob.status === 'running')}
-										<span class="chip chip-render">{t('script.rendering')}</span>
-									{:else if clip.clip_path}
-										<span class="chip chip-ok">✓ {t('script.clipDone')}</span>
-									{/if}
-									{#if clip.duration_sec}
-										<span class="clip-dur">{clip.duration_sec}s</span>
-									{/if}
-									<button
-										type="button"
-										class="icon-btn"
-										aria-label={t('script.deleteShotAria', { id: `${scene.order_index}.${clip.order_index}` })}
-										title={t('script.deleteShotTitle')}
-										onclick={() => deleteClip(clip, scene)}
-									>
-										<Icon name="trash" size={13} />
-									</button>
-								</li>
-							{/each}
-						</ul>
-					{/if}
-				</div>
-				<div class="chips">
-					{#each scene.characters ?? [] as c (c.id)}
-						{@const avatar = avatarFor(c)}
-						<span class="chip">
-							<span class="avatar">
-								<span class="initials" aria-hidden="true">{initialsOf(c.name)}</span>
-								{#if avatar}
-									<img src={avatar} alt="" loading="lazy" onerror={hideBrokenAvatar} />
-								{/if}
-							</span>
-							{c.name}
-						</span>
-					{/each}
-					{#if locName}
-						<span class="chip"><Icon name="folder" size={12} /> {locName}</span>
-					{/if}
-					{#if scene.duration_sec}
-						<span class="chip"><Icon name="clock" size={12} /> {formatClock(scene.duration_sec)}</span>
-					{/if}
-					{#if i > 0}
-						<button
-							type="button"
-							class="chip chip-toggle"
-							class:chip-on={Boolean(scene.chain_from_prev)}
-							disabled={chainPendingId === scene.id}
-						title={t('script.chainTitle')}
-						onclick={() => toggleChain(scene)}
-					>
-						<Icon name="film" size={12} />
-						{Boolean(scene.chain_from_prev) ? t('script.chainOn') : t('script.chainOff')}
-						</button>
-					{/if}
-				</div>
-			</article>
-		{/each}
-	{/if}
-</div>
-
-<Modal
-	bind:open={editOpen}
-	title={editing ? t('script.editSceneNumbered', { n: editing.order_index }) : t('script.editScene')}
-	onclose={() => (editing = null)}
->
-	{#if editing}
-		<label class="field">
-			<span class="field-label">{t('script.headingField')}</span>
-			<input class="field-input" bind:value={editing.heading} placeholder={t('script.headingPlaceholder')} />
-		</label>
-		<label class="field">
-			<span class="field-label">{t('script.actionField')}</span>
-			<textarea
-				class="field-textarea"
-				bind:value={editing.action}
-				rows="4"
-				placeholder={t('script.actionPlaceholder')}
-			></textarea>
-		</label>
-		<label class="field">
-			<span class="field-label">{t('script.dialogField')}</span>
-			<textarea
-				class="field-textarea"
-				bind:value={editing.dialog}
-				rows="4"
-				placeholder={t('script.dialogPlaceholder')}
-			></textarea>
-		</label>
-		<label class="field">
-			<span class="field-label">{t('script.durationField')}</span>
-			<input class="field-input" type="number" bind:value={editing.duration_sec} min="1" />
-		</label>
-	{/if}
-	{#snippet footer()}
-		<Button variant="ghost" onclick={() => (editOpen = false)}>{t('common.cancel')}</Button>
-		<Button
-			variant="primary"
-			loading={$saveMutation.isPending}
-			onclick={() => $saveMutation.mutate()}
-		>
-			{t('script.save')}
-		</Button>
-	{/snippet}
-</Modal>
-
-<ConfirmDialog
-	bind:open={deleteOpen}
-	title={t('script.deleteSceneTitle')}
-	message={sceneToDelete
-		? t('script.deleteSceneMessage', {
-				heading: sceneToDelete.heading?.trim() || t('script.sceneNumber', { n: sceneToDelete.order_index }),
-			})
-		: ''}
-	confirmLabel={t('script.delete')}
-	danger
-	onconfirm={() => void confirmDeleteScene()}
-	oncancel={() => (sceneToDelete = null)}
-/>
-
-<style>
-	.stage-header {
-		/* Pins inside the stage scroll container so Add Scene / Regenerate
-		   stay reachable while scrolling long scripts. */
-		position: sticky;
-		top: 0;
-		z-index: 5;
-		display: flex;
-		justify-content: space-between;
-		align-items: flex-start;
-		margin-bottom: var(--space-lg);
-		gap: var(--space-md);
-		padding: 8px 0 12px;
-		background: var(--bg-primary);
-		border-bottom: 1px solid var(--border);
-	}
-	.stage-header h2 {
-		margin: 0 0 4px;
-		font-size: 22px;
-		font-weight: 700;
-	}
-	.stage-actions {
-		display: flex;
-		gap: 8px;
-	}
-	.muted {
-		color: var(--text-secondary);
-		margin: 0;
-	}
-	.script-panel {
-		position: relative;
-		min-height: 220px;
-	}
-	.card {
-		background: var(--bg-surface);
-		border: 1px solid var(--border);
-		border-radius: var(--radius-md);
-		padding: var(--space-lg);
-		margin-bottom: var(--space-md);
-		scroll-margin-top: 84px;
-		scroll-margin-bottom: 24px;
-	}
-	.scene {
-		transition:
-			border-color 0.25s ease,
-			box-shadow 0.25s ease,
-			opacity 0.2s ease;
-	}
-	.scene.fresh {
-		border-color: var(--accent);
-		box-shadow:
-			0 0 0 1px var(--accent),
-			0 0 24px var(--accent-glow);
-		animation: scene-in 0.45s ease-out;
-	}
-	.scene.deleting {
-		opacity: 0.45;
-	}
-	@keyframes scene-in {
-		from {
-			opacity: 0.35;
-			transform: translateY(10px);
-		}
-		to {
-			opacity: 1;
-			transform: none;
-		}
-	}
-	@media (prefers-reduced-motion: reduce) {
-		.scene.fresh {
-			animation: none;
-		}
-	}
-	.scene-head {
-		display: flex;
-		justify-content: space-between;
-		align-items: flex-start;
-		gap: 12px;
-		margin-bottom: 8px;
-	}
-	.scene-title {
-		display: flex;
-		flex-wrap: wrap;
-		align-items: center;
-		gap: 8px;
-		min-width: 0;
-	}
-	.grip {
-		display: inline-flex;
-		color: var(--text-muted);
-		cursor: grab;
-		opacity: 0.6;
-	}
-	.num {
-		color: var(--accent);
-		font-weight: 700;
-	}
-	.fresh-tag {
-		font-size: 10px;
-		font-weight: 700;
-		letter-spacing: 0.06em;
-		text-transform: uppercase;
-		color: var(--accent);
-		background: var(--accent-glow);
-		border-radius: 999px;
-		padding: 2px 8px;
-	}
-	.actions {
-		display: flex;
-		flex-wrap: wrap;
-		align-items: center;
-		gap: 6px;
-		flex-shrink: 0;
-	}
-	.icon-btn {
-		display: inline-flex;
-		align-items: center;
-		justify-content: center;
-		width: 28px;
-		height: 28px;
-		border: 1px solid transparent;
-		border-radius: var(--radius-sm);
-		background: transparent;
-		color: var(--text-secondary);
-		cursor: pointer;
-	}
-	.icon-btn:hover:not(:disabled) {
-		background: rgba(255, 255, 255, 0.05);
-		color: var(--text-primary);
-		border-color: var(--border);
-	}
-	.icon-btn:disabled {
-		opacity: 0.35;
-		cursor: not-allowed;
-	}
-	.icon-btn:focus-visible {
-		outline: 2px solid var(--accent);
-		outline-offset: 2px;
-	}
-	.empty-line {
-		font-style: italic;
-		color: var(--text-muted);
-	}
-	.dialog {
-		background: var(--bg-elevated);
-		padding: 12px;
-		border-radius: var(--radius-sm);
-		white-space: pre-wrap;
-		font-family: var(--font-mono);
-		font-size: 13px;
-	}
-	.chips {
-		display: flex;
-		flex-wrap: wrap;
-		gap: 6px;
-		margin-top: 10px;
-	}
-	.chip {
-		display: inline-flex;
-		align-items: center;
-		gap: 6px;
-		background: var(--bg-elevated);
-		border: 1px solid var(--border);
-		border-radius: 999px;
-		padding: 2px 10px;
-		font-size: 12px;
-		color: var(--text-secondary);
-	}
-	.chip-toggle {
-		cursor: pointer;
-		font-family: inherit;
-	}
-	.chip-toggle:hover {
-		color: var(--text-primary);
-		border-color: #52525b;
-	}
-	.chip-toggle:disabled {
-		opacity: 0.6;
-		cursor: wait;
-	}
-	.chip-on {
-		color: var(--accent);
-		border-color: var(--accent);
-		background: color-mix(in srgb, var(--accent) 12%, var(--bg-elevated));
-	}
-	.clip-block {
-		margin-top: 10px;
-		border-top: 1px dashed var(--border);
-		padding-top: 8px;
-	}
-	.clip-head {
-		display: flex;
-		justify-content: space-between;
-		align-items: center;
-		gap: 8px;
-	}
-	.clip-title {
-		display: inline-flex;
-		align-items: center;
-		gap: 6px;
-		font-size: 12px;
-		font-weight: 600;
-		color: var(--text-secondary);
-	}
-	.clip-list {
-		list-style: none;
-		margin: 8px 0 0;
-		padding: 0;
-		display: flex;
-		flex-direction: column;
-		gap: 4px;
-	}
-	.clip-row {
-		display: flex;
-		align-items: center;
-		gap: 8px;
-		background: var(--bg-elevated);
-		border: 1px solid var(--border);
-		border-radius: var(--radius-sm);
-		padding: 4px 8px;
-		font-size: 12px;
-	}
-	.clip-num {
-		font-family: var(--font-mono);
-		font-weight: 700;
-		color: var(--text-secondary);
-		flex-shrink: 0;
-	}
-	.clip-num.ready {
-		color: var(--accent);
-	}
-	.clip-desc {
-		flex: 1;
-		min-width: 0;
-		overflow: hidden;
-		text-overflow: ellipsis;
-		white-space: nowrap;
-		color: var(--text-primary);
-	}
-	.clip-dur {
-		color: var(--text-muted);
-		flex-shrink: 0;
-	}
-	.chip-ok {
-		color: var(--accent);
-		border-color: var(--accent);
-	}
-	.chip-render {
-		color: var(--warning, #eab308);
-		border-color: var(--warning, #eab308);
-	}
-	.avatar {
-		position: relative;
-		width: 20px;
-		height: 20px;
-		border-radius: 50%;
-		overflow: hidden;
-		background: var(--bg-surface);
-		border: 1px solid var(--border);
-		flex-shrink: 0;
-		display: inline-flex;
-		align-items: center;
-		justify-content: center;
-	}
-	.avatar img {
-		position: absolute;
-		inset: 0;
-		width: 100%;
-		height: 100%;
-		object-fit: cover;
-	}
-	.initials {
-		font-size: 9px;
-		font-weight: 700;
-		color: var(--accent);
-		letter-spacing: 0.02em;
-	}
-</style>

calliope-web/src/lib/components/StoryStage.svelte

@@ -1,947 +0,0 @@
-<script lang="ts">
-	import { goto } from '$app/navigation';
-	import { createMutation, useQueryClient } from '@tanstack/svelte-query';
-	import {
-		projects,
-		type Beat,
-		type Character,
-		type Item,
-		type Location,
-		type StoryData,
-	} from '$lib/api';
-	import {
-		buildStoryDraftPromptPreview,
-		estimateTargetSeconds,
-		recommendBeatCount,
-		recommendSceneCount,
-	} from '$lib/durationBudget';
-	import { toast } from '$lib/toast';
-	import { t } from '$lib/i18n.svelte';
-	import { agentDeepLink } from '$lib/agentTasks';
-	import Button from '$lib/components/ui/Button.svelte';
-	import Card from '$lib/components/ui/Card.svelte';
-	import StatusChip from '$lib/components/ui/StatusChip.svelte';
-	import Modal from '$lib/components/ui/Modal.svelte';
-	import ConfirmDialog from '$lib/components/ui/ConfirmDialog.svelte';
-	import EmptyState from '$lib/components/ui/EmptyState.svelte';
-	import Spinner from '$lib/components/ui/Spinner.svelte';
-	import Icon from '$lib/components/ui/Icon.svelte';
-
-	interface Props {
-		projectId: number;
-		story: StoryData;
-		configured: boolean;
-		onGoAssets?: () => void;
-	}
-
-	let { projectId, story, configured, onGoAssets }: Props = $props();
-	const client = useQueryClient();
-
-	const GENRES = [
-		'Adventure / Mystery',
-		'Drama',
-		'Sci-Fi',
-		'Fantasy',
-		'Horror',
-		'Romance',
-		'Thriller',
-	];
-	const LENGTHS_HINT = $derived(t('story.lengthsHint'));
-	const TONES = [
-		'Cinematic, atmospheric',
-		'Dark, tense',
-		'Whimsical, warm',
-		'Gritty, realistic',
-		'Epic, sweeping',
-	];
-
-	const GENRE_KEYS: Record<string, string> = {
-		'Adventure / Mystery': 'genres.adventure',
-		Drama: 'genres.drama',
-		'Sci-Fi': 'genres.scifi',
-		Fantasy: 'genres.fantasy',
-		Horror: 'genres.horror',
-		Romance: 'genres.romance',
-		Thriller: 'genres.thriller',
-	};
-	const TONE_KEYS: Record<string, string> = {
-		'Cinematic, atmospheric': 'tones.cinematic',
-		'Dark, tense': 'tones.dark',
-		'Whimsical, warm': 'tones.whimsical',
-		'Gritty, realistic': 'tones.gritty',
-		'Epic, sweeping': 'tones.epic',
-	};
-	function genreLabel(v: string): string {
-		return t(GENRE_KEYS[v] ?? v);
-	}
-	function toneLabel(v: string): string {
-		return t(TONE_KEYS[v] ?? v);
-	}
-
-	const EXAMPLE = {
-		idea: 'A lone cartographer discovers a map that rewrites itself every midnight, leading her into a forgotten city beneath the desert.',
-		genre: 'Adventure / Mystery',
-		tone: 'Cinematic, atmospheric',
-		target_duration: '2 minutes',
-	};
-
-	let editingBeat = $state<Beat | null>(null);
-	let editingChar = $state<Character | null>(null);
-	let editingLoc = $state<Location | null>(null);
-	let editingItem = $state<Item | null>(null);
-	let beatModalOpen = $state(false);
-	let charModalOpen = $state(false);
-	let locModalOpen = $state(false);
-	let itemModalOpen = $state(false);
-	let confirmExampleOpen = $state(false);
-	let deletingBeat = $state<Beat | null>(null);
-	let beatDeleteOpen = $state(false);
-	let addingBeat = $state(false);
-	// Static defaults — the $effect below syncs all drafts from the story prop.
-	let ideaDraft = $state('');
-	let genreDraft = $state(GENRES[0]);
-	let toneDraft = $state(TONES[0]);
-	let lengthDraft = $state('2 minutes');
-	let showDraftPrompt = $state(false);
-
-	type SaveState = 'idle' | 'saving' | 'saved' | 'error';
-	let saveState = $state<SaveState>('idle');
-	let savedTimer: ReturnType<typeof setTimeout> | null = null;
-
-	const beatBudget = $derived(recommendBeatCount(lengthDraft));
-	const sceneBudget = $derived(recommendSceneCount(lengthDraft));
-	const secsBudget = $derived(estimateTargetSeconds(lengthDraft));
-	const draftPromptPreview = $derived(
-		buildStoryDraftPromptPreview({
-			title: story.project.title,
-			idea: ideaDraft,
-			genre: genreDraft,
-			tone: toneDraft,
-			targetDuration: lengthDraft,
-		}),
-	);
-
-	$effect(() => {
-		ideaDraft = story.project.idea ?? '';
-		genreDraft = story.project.genre || GENRES[0];
-		toneDraft = story.project.tone || TONES[0];
-		lengthDraft = story.project.target_duration || '2 minutes';
-	});
-
-	$effect(() => {
-		return () => {
-			if (savedTimer) clearTimeout(savedTimer);
-		};
-	});
-
-	function armSavedTimer() {
-		if (savedTimer) clearTimeout(savedTimer);
-		savedTimer = setTimeout(() => {
-			if (saveState === 'saved') saveState = 'idle';
-		}, 2000);
-	}
-
-	const saveProject = createMutation({
-		mutationFn: (payload: {
-			idea?: string;
-			genre?: string;
-			tone?: string;
-			target_duration?: string;
-		}) => projects.update(projectId, payload),
-		onMutate: () => {
-			saveState = 'saving';
-		},
-		onSuccess: () => {
-			client.invalidateQueries({ queryKey: ['story'] });
-			saveState = 'saved';
-			armSavedTimer();
-		},
-		onError: (err) => {
-			saveState = 'error';
-			toast.error(err instanceof Error ? err.message : t('story.saveSettingsFailed'));
-		},
-	});
-
-	/** Autosave path — returns false on failure (mutation onError already toasted). */
-	async function persistSettings(): Promise<boolean> {
-		try {
-			await $saveProject.mutateAsync({
-				idea: ideaDraft,
-				genre: genreDraft || undefined,
-				tone: toneDraft || undefined,
-				target_duration: lengthDraft || undefined,
-			});
-			return true;
-		} catch {
-			return false;
-		}
-	}
-
-	async function loadExample() {
-		ideaDraft = EXAMPLE.idea;
-		genreDraft = EXAMPLE.genre;
-		toneDraft = EXAMPLE.tone;
-		lengthDraft = EXAMPLE.target_duration;
-		const saved = await persistSettings();
-		if (saved) toast.success(t('story.exampleLoaded'));
-	}
-
-	function requestLoadExample() {
-		if (ideaDraft.trim()) confirmExampleOpen = true;
-		else void loadExample();
-	}
-
-	/** Hand off to a fresh, project-linked agent chat with the composer pre-filled. */
-	async function draftStoryline() {
-		if (!configured) return;
-		const saved = await persistSettings();
-		if (!saved) return; // persistSettings already toasted the failure
-		goto(agentDeepLink(projectId, 'story'));
-	}
-
-	function openBeat(beat: Beat) {
-		editingBeat = { ...beat };
-		beatModalOpen = true;
-	}
-
-	async function addBeat() {
-		if (addingBeat) return;
-		addingBeat = true;
-		try {
-			const nextIndex =
-				story.beats.reduce((max, b) => Math.max(max, b.order_index), 0) + 1;
-			// No api.ts binding exists yet for POST /beats — call the endpoint directly.
-			const res = await fetch(`/api/projects/${projectId}/beats`, {
-				method: 'POST',
-				headers: { 'Content-Type': 'application/json' },
-				body: JSON.stringify({
-					order_index: nextIndex,
-					title: t('story.newBeat', { n: nextIndex }),
-					description: '',
-				}),
-			});
-			if (!res.ok) {
-				const body = await res.text().catch(() => 'unknown error');
-				throw new Error(`${res.status}: ${body}`);
-			}
-			const created = (await res.json()) as Beat;
-			await client.invalidateQueries({ queryKey: ['story'] });
-			toast.success(t('story.beatAdded', { index: nextIndex }));
-			openBeat(created);
-		} catch (err) {
-			toast.error(err instanceof Error ? err.message : t('story.addBeatFailed'));
-		} finally {
-			addingBeat = false;
-		}
-	}
-
-	function requestDeleteBeat(beat: Beat) {
-		deletingBeat = beat;
-		beatDeleteOpen = true;
-	}
-
-	const deleteBeatMutation = createMutation({
-		mutationFn: (beatId: number) => projects.deleteBeat(projectId, beatId),
-		onSuccess: () => {
-			client.invalidateQueries({ queryKey: ['story'] });
-			toast.success(t('story.beatDeleted'));
-		},
-		onError: (err) => {
-			toast.error(err instanceof Error ? err.message : t('story.deleteBeatFailed'));
-		},
-	});
-
-	const saveBeat = createMutation({
-		mutationFn: () =>
-			projects.updateBeat(projectId, editingBeat!.id, {
-				title: editingBeat!.title,
-				description: editingBeat!.description,
-				order_index: editingBeat!.order_index,
-			}),
-		onSuccess: () => {
-			editingBeat = null;
-			beatModalOpen = false;
-			client.invalidateQueries({ queryKey: ['story'] });
-			toast.success(t('story.beatSaved'));
-		},
-		onError: (err) => {
-			toast.error(err instanceof Error ? err.message : t('story.saveBeatFailed'));
-		},
-	});
-
-	const saveChar = createMutation({
-		mutationFn: () =>
-			projects.updateCharacter(projectId, editingChar!.id, {
-				name: editingChar!.name,
-				role: editingChar!.role,
-				age: editingChar!.age,
-				appearance: editingChar!.appearance,
-				personality: editingChar!.personality,
-				consistency_prompt: editingChar!.consistency_prompt,
-			}),
-		onSuccess: () => {
-			editingChar = null;
-			charModalOpen = false;
-			client.invalidateQueries({ queryKey: ['story'] });
-			toast.success(t('story.characterSaved'));
-		},
-		onError: (err) => {
-			toast.error(err instanceof Error ? err.message : t('story.saveCharacterFailed'));
-		},
-	});
-
-	const saveLoc = createMutation({
-		mutationFn: () =>
-			projects.updateLocation(projectId, editingLoc!.id, {
-				name: editingLoc!.name,
-				description: editingLoc!.description,
-				consistency_prompt: editingLoc!.consistency_prompt,
-			}),
-		onSuccess: () => {
-			editingLoc = null;
-			locModalOpen = false;
-			client.invalidateQueries({ queryKey: ['story'] });
-			toast.success(t('story.locationSaved'));
-		},
-		onError: (err) => {
-			toast.error(err instanceof Error ? err.message : t('story.saveLocationFailed'));
-		},
-	});
-
-	const saveItem = createMutation({
-		mutationFn: () =>
-			projects.updateItem(projectId, editingItem!.id, {
-				name: editingItem!.name,
-				description: editingItem!.description,
-				consistency_prompt: editingItem!.consistency_prompt,
-			}),
-		onSuccess: () => {
-			editingItem = null;
-			itemModalOpen = false;
-			client.invalidateQueries({ queryKey: ['story'] });
-			toast.success(t('story.itemSaved'));
-		},
-		onError: (err) => {
-			toast.error(err instanceof Error ? err.message : t('story.saveItemFailed'));
-		},
-	});
-
-	function goToAssets() {
-		goto('?stage=assets', { keepFocus: true, noScroll: true });
-	}
-
-	function beatCountLabel(n: number): string {
-		return t('story.beats', { n });
-	}
-</script>
-
-{#snippet saveIndicator()}
-	{#if saveState === 'saving'}
-		<span class="save-ind"><Spinner size="sm" /> {t('common.saving')}</span>
-	{:else if saveState === 'saved'}
-		<span class="save-ind saved"><Icon name="check" size={13} /> {t('common.saved')}</span>
-	{:else if saveState === 'error'}
-		<span class="save-ind err">
-			<Icon name="alert" size={13} /> {t('common.saveFailed')}
-			<Button variant="ghost" size="sm" onclick={() => void persistSettings()}>{t('common.retry')}</Button>
-		</span>
-	{/if}
-{/snippet}
-
-<header class="stage-header">
-	<h2>{t('story.stageTitle')}</h2>
-	<div class="stage-actions">
-		<Button
-			variant="secondary"
-			disabled={$saveProject.isPending}
-			onclick={requestLoadExample}
-		>
-			{t('story.loadExample')}
-		</Button>
-		<Button variant="primary" disabled={!configured} onclick={() => void draftStoryline()}>
-			<Icon name="sparkle" size={15} /> {t('story.draftStoryline')}
-		</Button>
-	</div>
-</header>
-
-{#if !configured}
-	<div class="banner">{t('story.llmBanner')}</div>
-{/if}
-
-<div class="stack-col">
-	<Card>
-	{#snippet header()}
-		<h3 class="card-h">{t('story.ideaTitle')}</h3>
-		{@render saveIndicator()}
-	{/snippet}
-	<textarea
-		class="field-textarea"
-		bind:value={ideaDraft}
-		rows="5"
-		placeholder={t('story.ideaPlaceholder')}
-		onblur={() => void persistSettings()}
-	></textarea>
-</Card>
-
-<Card>
-	{#snippet header()}
-		<h3 class="card-h">{t('story.settingsTitle')}</h3>
-		{@render saveIndicator()}
-	{/snippet}
-	<div class="grid-3">
-		<label class="field">
-			<span class="field-label">{t('projects.genre')}</span>
-			<select
-				class="field-select"
-				bind:value={genreDraft}
-				onchange={() => void persistSettings()}
-			>
-{#each GENRES as g}
-					<option value={g}>{genreLabel(g)}</option>
-				{/each}
-				{#if genreDraft && !GENRES.includes(genreDraft)}
-					<option value={genreDraft}>{genreLabel(genreDraft)}</option>
-				{/if}
-			</select>
-		</label>
-		<label class="field">
-			<span class="field-label">{t('story.targetLength')}</span>
-			<input
-				class="field-input"
-				type="text"
-				bind:value={lengthDraft}
-				placeholder={LENGTHS_HINT}
-				onblur={() => void persistSettings()}
-			/>
-			<span class="field-hint beat-hint">
-				{t('story.lengthHint', { secs: secsBudget, beats: beatBudget, scenes: sceneBudget })}
-			</span>
-		</label>
-		<label class="field">
-			<span class="field-label">{t('projects.tone')}</span>
-			<select
-				class="field-select"
-				bind:value={toneDraft}
-				onchange={() => void persistSettings()}
-			>
-				{#each TONES as tone}
-					<option value={tone}>{toneLabel(tone)}</option>
-				{/each}
-				{#if toneDraft && !TONES.includes(toneDraft)}
-					<option value={toneDraft}>{toneLabel(toneDraft)}</option>
-				{/if}
-			</select>
-		</label>
-	</div>
-</Card>
-
-<Card>
-	{#snippet header()}
-		<h3 class="card-h">{t('story.draftPromptTitle')}</h3>
-		<Button variant="ghost" size="sm" onclick={() => (showDraftPrompt = !showDraftPrompt)}>
-			{showDraftPrompt ? t('story.hidePrompt') : t('story.showPrompt')}
-		</Button>
-	{/snippet}
-	{#if showDraftPrompt}
-		<pre class="prompt-preview">{draftPromptPreview}</pre>
-		<p class="field-hint">
-			{t('story.promptExplain')}
-		</p>
-	{:else}
-		<p class="field-hint prompt-collapsed">
-			{t('story.promptCollapsedHint')}
-		</p>
-	{/if}
-</Card>
-
-<Card>
-	{#snippet header()}
-		<h3 class="card-h">{t('story.beatsTitle')}</h3>
-		<div class="head-actions">
-			{#if story.beats.length}
-				<StatusChip status="ready" label={beatCountLabel(story.beats.length)} />
-			{/if}
-			<Button variant="secondary" size="sm" loading={addingBeat} onclick={addBeat}>
-				<Icon name="plus" size={14} /> {t('story.addBeat')}
-			</Button>
-		</div>
-	{/snippet}
-	{#if story.beats.length === 0}
-		<EmptyState
-			title={t('story.noBeats')}
-			body={t('story.noBeatsBody')}
-		>
-			{#snippet icon()}
-				<Icon name="story" size={28} />
-			{/snippet}
-			{#snippet action()}
-				<Button variant="secondary" size="sm" loading={addingBeat} onclick={addBeat}>
-					<Icon name="plus" size={14} /> {t('story.addBeatManual')}
-				</Button>
-			{/snippet}
-		</EmptyState>
-	{:else}
-		<div class="beat-list">
-			{#each story.beats as beat (beat.id)}
-				<div class="beat-row">
-					<button type="button" class="beat" onclick={() => openBeat(beat)}>
-						<div class="beat-number">{beat.order_index}</div>
-						<div class="beat-body">
-							<h4>{beat.title}</h4>
-							<p>{beat.description}</p>
-						</div>
-					</button>
-					<div class="beat-actions">
-						<Button
-							variant="ghost"
-							size="sm"
-							title={t('story.deleteBeat', { index: beat.order_index })}
-							onclick={() => requestDeleteBeat(beat)}
-						>
-							<Icon name="trash" size={14} /><span class="sr-only">{t('story.deleteBeat', { index: beat.order_index })}</span>
-						</Button>
-					</div>
-				</div>
-			{/each}
-		</div>
-		<div class="beats-footer">
-			<Button variant="primary" onclick={goToAssets}>
-				{t('story.continueAssets')} <Icon name="chevron-right" size={15} />
-			</Button>
-		</div>
-	{/if}
-</Card>
-
-{#if story.characters.length || story.locations.length || story.items.length}
-	<Card>
-		{#snippet header()}
-			<h3 class="card-h">{t('story.extracted')}</h3>
-			<Button variant="ghost" size="sm" onclick={goToAssets}>
-				{t('story.openAssets')} <Icon name="chevron-right" size={14} />
-			</Button>
-		{/snippet}
-		<div class="chips">
-			{#each story.characters as char (char.id)}
-				<button
-					type="button"
-					class="chip"
-					onclick={() => {
-						editingChar = { ...char };
-						charModalOpen = true;
-					}}
-					title={char.appearance ?? ''}
-				>
-					<span class="chip-tag">{t('story.charTag')}</span>
-					{char.name}
-				</button>
-			{/each}
-			{#each story.locations as loc (loc.id)}
-				<button
-					type="button"
-					class="chip"
-					onclick={() => {
-						editingLoc = { ...loc };
-						locModalOpen = true;
-					}}
-					title={loc.description ?? ''}
-				>
-					<span class="chip-tag">{t('story.envTag')}</span>
-					{loc.name}
-				</button>
-			{/each}
-			{#each story.items as item (item.id)}
-				<button
-					type="button"
-					class="chip"
-					onclick={() => {
-						editingItem = { ...item };
-						itemModalOpen = true;
-					}}
-					title={item.description ?? ''}
-				>
-					<span class="chip-tag">{t('story.itemTag')}</span>
-					{item.name}
-				</button>
-			{/each}
-		</div>
-	</Card>
-{/if}
-</div>
-
-<Modal bind:open={beatModalOpen} title={t('story.editBeatTitle')} onclose={() => (editingBeat = null)}>
-	{#if editingBeat}
-		<label class="field">
-			<span class="field-label">{t('story.fieldTitle')}</span>
-			<input class="field-input" bind:value={editingBeat.title} />
-		</label>
-		<label class="field">
-			<span class="field-label">{t('story.fieldDescription')}</span>
-			<textarea class="field-textarea" rows="4" bind:value={editingBeat.description}></textarea>
-		</label>
-	{/if}
-	{#snippet footer()}
-		<Button variant="ghost" onclick={() => (beatModalOpen = false)}>{t('common.cancel')}</Button>
-		<Button variant="primary" loading={$saveBeat.isPending} onclick={() => $saveBeat.mutate()}>
-			{t('common.save')}
-		</Button>
-	{/snippet}
-</Modal>
-
-<Modal bind:open={charModalOpen} title={t('story.editCharTitle')} onclose={() => (editingChar = null)}>
-	{#if editingChar}
-		<label class="field">
-			<span class="field-label">{t('story.fieldName')}</span>
-			<input class="field-input" bind:value={editingChar.name} placeholder={t('story.fieldName')} />
-		</label>
-		<label class="field">
-			<span class="field-label">{t('story.fieldRole')}</span>
-			<input class="field-input" bind:value={editingChar.role} placeholder={t('story.fieldRole')} />
-		</label>
-		<label class="field">
-			<span class="field-label">{t('story.fieldAge')}</span>
-			<input class="field-input" bind:value={editingChar.age} placeholder={t('story.fieldAge')} />
-		</label>
-		<label class="field">
-			<span class="field-label">{t('story.fieldAppearance')}</span>
-			<textarea
-				class="field-textarea"
-				rows="3"
-				bind:value={editingChar.appearance}
-				placeholder={t('story.fieldAppearance')}
-			></textarea>
-		</label>
-		<label class="field">
-			<span class="field-label">{t('story.fieldPersonality')}</span>
-			<textarea
-				class="field-textarea"
-				rows="2"
-				bind:value={editingChar.personality}
-				placeholder={t('story.fieldPersonality')}
-			></textarea>
-		</label>
-		<label class="field">
-			<span class="field-label">{t('story.fieldConsistency')}</span>
-			<textarea
-				class="field-textarea"
-				rows="2"
-				bind:value={editingChar.consistency_prompt}
-				placeholder={t('story.fieldConsistency')}
-			></textarea>
-		</label>
-	{/if}
-	{#snippet footer()}
-		<Button variant="ghost" onclick={() => (charModalOpen = false)}>{t('common.cancel')}</Button>
-		<Button variant="primary" loading={$saveChar.isPending} onclick={() => $saveChar.mutate()}>
-			{t('common.save')}
-		</Button>
-	{/snippet}
-</Modal>
-
-<Modal bind:open={locModalOpen} title={t('story.editLocTitle')} onclose={() => (editingLoc = null)}>
-	{#if editingLoc}
-		<label class="field">
-			<span class="field-label">{t('story.fieldName')}</span>
-			<input class="field-input" bind:value={editingLoc.name} placeholder={t('story.fieldName')} />
-		</label>
-		<label class="field">
-			<span class="field-label">{t('story.fieldDescription')}</span>
-			<textarea
-				class="field-textarea"
-				rows="3"
-				bind:value={editingLoc.description}
-				placeholder={t('story.fieldDescription')}
-			></textarea>
-		</label>
-		<label class="field">
-			<span class="field-label">{t('story.fieldConsistency')}</span>
-			<textarea
-				class="field-textarea"
-				rows="2"
-				bind:value={editingLoc.consistency_prompt}
-				placeholder={t('story.fieldConsistency')}
-			></textarea>
-		</label>
-	{/if}
-	{#snippet footer()}
-		<Button variant="ghost" onclick={() => (locModalOpen = false)}>{t('common.cancel')}</Button>
-		<Button variant="primary" loading={$saveLoc.isPending} onclick={() => $saveLoc.mutate()}>
-			{t('common.save')}
-		</Button>
-	{/snippet}
-</Modal>
-
-<Modal bind:open={itemModalOpen} title={t('story.editItemTitle')} onclose={() => (editingItem = null)}>
-	{#if editingItem}
-		<label class="field">
-			<span class="field-label">{t('story.fieldName')}</span>
-			<input class="field-input" bind:value={editingItem.name} placeholder={t('story.fieldName')} />
-		</label>
-		<label class="field">
-			<span class="field-label">{t('story.fieldDescription')}</span>
-			<textarea
-				class="field-textarea"
-				rows="3"
-				bind:value={editingItem.description}
-				placeholder={t('story.fieldDescription')}
-			></textarea>
-		</label>
-		<label class="field">
-			<span class="field-label">{t('story.fieldConsistency')}</span>
-			<textarea
-				class="field-textarea"
-				rows="2"
-				bind:value={editingItem.consistency_prompt}
-				placeholder={t('story.fieldConsistency')}
-			></textarea>
-		</label>
-	{/if}
-	{#snippet footer()}
-		<Button variant="ghost" onclick={() => (itemModalOpen = false)}>{t('common.cancel')}</Button>
-		<Button variant="primary" loading={$saveItem.isPending} onclick={() => $saveItem.mutate()}>
-			{t('common.save')}
-		</Button>
-	{/snippet}
-</Modal>
-
-<ConfirmDialog
-	bind:open={confirmExampleOpen}
-	title={t('story.confirmExampleTitle')}
-	message={t('story.confirmExampleMsg')}
-	confirmLabel={t('story.loadExample')}
-	onconfirm={() => void loadExample()}
-/>
-
-<ConfirmDialog
-	bind:open={beatDeleteOpen}
-	title={t('story.confirmDeleteBeatTitle')}
-	message={deletingBeat
-		? t('story.confirmDeleteBeatMsg', { index: deletingBeat.order_index, title: deletingBeat.title })
-		: ''}
-	confirmLabel={t('common.delete')}
-	danger
-	onconfirm={() => {
-		const id = deletingBeat?.id;
-		deletingBeat = null;
-		if (id != null) $deleteBeatMutation.mutate(id);
-	}}
-	oncancel={() => (deletingBeat = null)}
-/>
-
-<style>
-	.stage-header {
-		display: flex;
-		justify-content: space-between;
-		align-items: center;
-		margin-bottom: var(--space-lg);
-		gap: var(--space-md);
-	}
-	.stage-header h2 {
-		margin: 0;
-		font-size: 22px;
-		font-weight: 700;
-	}
-	.stage-actions {
-		display: flex;
-		gap: var(--space-sm);
-	}
-	.banner {
-		background: rgba(245, 158, 11, 0.1);
-		border: 1px solid rgba(245, 158, 11, 0.3);
-		color: var(--warning);
-		padding: var(--space-md);
-		border-radius: var(--radius-md);
-		margin-bottom: var(--space-lg);
-		font-size: 13px;
-	}
-	.stack-col {
-		position: relative;
-		display: flex;
-		flex-direction: column;
-		gap: var(--space-md);
-	}
-	.card-h {
-		margin: 0;
-		font-size: 16px;
-		color: var(--text-secondary);
-		font-weight: 600;
-	}
-	.head-actions {
-		display: flex;
-		align-items: center;
-		gap: var(--space-sm);
-	}
-	.save-ind {
-		display: inline-flex;
-		align-items: center;
-		gap: 6px;
-		font-size: 12px;
-		color: var(--text-muted);
-	}
-	.save-ind.saved {
-		color: var(--success);
-		animation: saved-fade 2s ease forwards;
-	}
-	.save-ind.err {
-		color: var(--error);
-	}
-	@keyframes saved-fade {
-		0% {
-			opacity: 0;
-		}
-		12% {
-			opacity: 1;
-		}
-		78% {
-			opacity: 1;
-		}
-		100% {
-			opacity: 0;
-		}
-	}
-	.grid-3 {
-		display: grid;
-		grid-template-columns: repeat(3, 1fr);
-		gap: var(--space-md);
-	}
-	@media (max-width: 900px) {
-		.grid-3 {
-			grid-template-columns: 1fr;
-		}
-	}
-	.grid-3 .field {
-		margin-bottom: 0;
-	}
-	.beat-hint {
-		display: block;
-	}
-	.beat-hint strong {
-		color: var(--accent);
-		font-weight: 600;
-	}
-	.prompt-preview {
-		margin: 0 0 var(--space-sm);
-		padding: 12px;
-		background: var(--bg-elevated);
-		border: 1px solid var(--border);
-		border-radius: var(--radius-sm);
-		font-family: var(--font-mono);
-		font-size: 11px;
-		line-height: 1.45;
-		white-space: pre-wrap;
-		color: var(--text-secondary);
-		max-height: 280px;
-		overflow: auto;
-	}
-	.prompt-collapsed {
-		margin: 0;
-	}
-	.beat-list {
-		display: flex;
-		flex-direction: column;
-		gap: 10px;
-	}
-	.beat-row {
-		display: flex;
-		align-items: flex-start;
-		gap: var(--space-xs);
-	}
-	.beat {
-		display: flex;
-		flex: 1;
-		min-width: 0;
-		gap: var(--space-md);
-		align-items: flex-start;
-		background: transparent;
-		border: 1px solid transparent;
-		border-radius: var(--radius-md);
-		padding: 8px;
-		cursor: pointer;
-		text-align: left;
-		color: inherit;
-		font: inherit;
-	}
-	.beat:hover {
-		border-color: var(--border);
-		background: var(--bg-elevated);
-	}
-	.beat:focus-visible {
-		outline: 2px solid var(--accent);
-		outline-offset: 2px;
-	}
-	.beat-actions {
-		flex-shrink: 0;
-		padding-top: 8px;
-	}
-	.beat-number {
-		width: 36px;
-		height: 36px;
-		border-radius: var(--radius-md);
-		background: var(--bg-elevated);
-		display: flex;
-		align-items: center;
-		justify-content: center;
-		font-weight: 700;
-		color: var(--text-secondary);
-		flex-shrink: 0;
-	}
-	.beat-body h4 {
-		margin: 0 0 4px;
-		font-size: 15px;
-		font-weight: 600;
-	}
-	.beat-body p {
-		margin: 0;
-		color: var(--text-secondary);
-		font-size: 14px;
-		line-height: 1.45;
-	}
-	.beats-footer {
-		display: flex;
-		justify-content: flex-end;
-		margin-top: var(--space-md);
-		padding-top: var(--space-md);
-		border-top: 1px solid var(--border);
-	}
-	.chips {
-		display: flex;
-		flex-wrap: wrap;
-		gap: 8px;
-	}
-	.chip {
-		display: inline-flex;
-		align-items: center;
-		gap: 6px;
-		background: var(--bg-elevated);
-		border: 1px solid var(--border);
-		border-radius: var(--radius-sm);
-		padding: 6px 10px;
-		color: var(--text-primary);
-		font-size: 13px;
-		cursor: pointer;
-	}
-	.chip:hover {
-		border-color: var(--accent);
-	}
-	.chip:focus-visible {
-		outline: 2px solid var(--accent);
-		outline-offset: 2px;
-	}
-	.chip-tag {
-		font-size: 10px;
-		text-transform: uppercase;
-		letter-spacing: 0.04em;
-		color: var(--accent);
-		font-weight: 700;
-	}
-	.sr-only {
-		position: absolute;
-		width: 1px;
-		height: 1px;
-		padding: 0;
-		margin: -1px;
-		overflow: hidden;
-		clip: rect(0, 0, 0, 0);
-		white-space: nowrap;
-		border: 0;
-	}
-</style>

calliope-web/src/lib/components/ToastHost.svelte

@@ -37,8 +37,13 @@
 					<span class="dot"></span>
 					<Icon name={kindIcon[toast.kind]} size={15} />
 				</span>
-				<span class="msg">{toast.message}</span>
-				<button
+			<span class="msg">{toast.message}</span>
+			{#if toast.action}
+				<button type="button" class="action" onclick={() => (toast.action?.run(), dismissToast(toast.id))}>
+					{toast.action.label}
+				</button>
+			{/if}
+			<button
 					type="button"
 					class="dismiss"
 					aria-label={t('toast.dismiss')}
@@ -57,7 +62,8 @@
 		position: fixed;
 		right: 24px;
 		bottom: 24px;
-		z-index: 1000;
+		/* Above every overlay, incl. the 10000 lightbox, so feedback stays visible. */
+		z-index: 10001;
 		display: flex;
 		flex-direction: column;
 		gap: 8px;
@@ -104,6 +110,29 @@
 		color: var(--text-primary);
 		font-weight: 500;
 	}
+	/* §四.5: Toast 动作（如撤销）为金色文字 */
+	.action {
+		flex-shrink: 0;
+		align-self: center;
+		padding: var(--sp-1) var(--sp-2);
+		border: 0;
+		border-radius: var(--r-sm);
+		background: transparent;
+		color: var(--accent);
+		font: inherit;
+		font-size: var(--fs-aux);
+		font-weight: 600;
+		cursor: pointer;
+	}
+	@media (hover: hover) and (pointer: fine) {
+		.action:hover {
+			background: var(--accent-soft);
+		}
+	}
+	.action:focus-visible {
+		outline: 2px solid var(--accent);
+		outline-offset: 2px;
+	}
 	.dismiss {
 		display: inline-flex;
 		align-items: center;

calliope-web/src/lib/components/agent/AgentArtifactCard.svelte

@@ -132,7 +132,7 @@
 		border-color: color-mix(in srgb, var(--success) 30%, var(--border));
 	}
 	.artifact.failed {
-		border-color: rgba(239, 68, 68, 0.4);
+		border-color: var(--err-line);
 	}
 	.meta {
 		display: flex;
@@ -249,12 +249,12 @@
 		width: 44px;
 		height: 44px;
 		border-radius: 9999px;
-		background: rgba(0, 0, 0, 0.55);
-		box-shadow: 0 0 0 1px rgba(255, 255, 255, 0.18);
+		background: var(--media-scrim);
+		box-shadow: 0 0 0 1px var(--on-media-line);
 	}
 	.play-badge :global(svg) {
 		position: absolute;
-		color: #fff;
+		color: var(--on-media);
 		fill: currentColor;
 		filter: drop-shadow(0 1px 2px rgba(0, 0, 0, 0.6));
 		margin-left: 2px;

calliope-web/src/lib/components/agent/AgentChat.svelte

@@ -357,16 +357,13 @@
 	.empty-mark {
 		width: 48px;
 		height: 48px;
-		border-radius: var(--radius-md);
+		border-radius: var(--r-md);
 		display: flex;
 		align-items: center;
 		justify-content: center;
-		color: var(--accent);
-		background:
-			radial-gradient(circle at 30% 25%, rgba(139, 92, 246, 0.35) 0%, transparent 60%),
-			var(--bg-elevated);
-		border: 1px solid color-mix(in srgb, var(--accent) 30%, transparent);
-		box-shadow: 0 0 32px var(--accent-glow);
+		color: var(--text-2);
+		background: var(--bg-3);
+		border: 1px solid var(--line-2);
 		margin-bottom: 6px;
 	}
 	.empty-title {
@@ -391,21 +388,24 @@
 		margin-top: 16px;
 	}
 	.suggestion {
-		border: 1px solid var(--border);
-		background: var(--bg-surface);
-		color: var(--text-secondary);
-		border-radius: 999px;
-		padding: 8px 16px;
-		font-size: 13px;
+		border: 1px solid var(--line);
+		background: var(--bg-2);
+		color: var(--text-2);
+		border-radius: var(--r-pill);
+		padding: var(--sp-3) var(--sp-6);
+		font-size: var(--fs-body);
 		font-weight: 500;
 		font-family: inherit;
 		cursor: pointer;
-		transition: all 0.15s;
+		transition:
+			color var(--d-state) ease,
+			border-color var(--d-state) ease,
+			background-color var(--d-state) ease;
 	}
 	.suggestion:hover {
-		color: var(--text-primary);
-		border-color: var(--accent);
-		background: color-mix(in srgb, var(--accent) 12%, var(--bg-surface));
+		color: var(--text);
+		border-color: var(--line-2);
+		background: var(--bg-4);
 	}
 	.suggestion:focus-visible {
 		outline: 2px solid var(--accent);
@@ -430,11 +430,11 @@
 		display: inline-flex;
 		align-items: center;
 		gap: 6px;
-		font-size: 11px;
+		font-size: var(--fs-mini);
 		font-weight: 700;
 		letter-spacing: 0.06em;
 		text-transform: uppercase;
-		color: var(--agent, var(--accent));
+		color: var(--agent, var(--text-2));
 		margin-bottom: 4px;
 		padding-left: 2px;
 	}
@@ -443,7 +443,7 @@
 		height: 8px;
 		border-radius: 999px;
 		flex-shrink: 0;
-		box-shadow: 0 0 0 2px color-mix(in srgb, var(--agent, var(--accent)) 25%, transparent);
+		box-shadow: 0 0 0 2px color-mix(in srgb, var(--agent, var(--text-2)) 25%, transparent);
 	}
 	.reasoning-wrap {
 		margin-bottom: 4px;
@@ -451,28 +451,29 @@
 	}
 	.bubble {
 		max-width: 86%;
-		border-radius: var(--radius-md);
+		border-radius: var(--r-lg);
 		padding: 10px 14px;
 		font-size: 13.5px;
 		line-height: 1.6;
 		white-space: pre-wrap;
 		word-break: break-word;
 	}
+	/* 对话气泡按规范 §3.2/§3.6：用户 --bg-3，Agent --bg-2 + --line 描边。 */
 	.user-bubble {
-		background: color-mix(in srgb, var(--accent) 16%, var(--bg-surface));
-		border: 1px solid color-mix(in srgb, var(--accent) 35%, transparent);
-		color: var(--text-primary);
+		background: var(--bg-3);
+		border: 1px solid var(--line);
+		color: var(--text);
 	}
 	.user-bubble.steering {
 		border-style: dashed;
 	}
 	.steer-tag {
 		display: inline-block;
-		font-size: 10px;
+		font-size: var(--fs-mini);
 		font-weight: 600;
 		letter-spacing: 0.06em;
 		text-transform: uppercase;
-		color: var(--accent);
+		color: var(--text-3);
 		margin-bottom: 4px;
 	}
 	.user-thumbs {
@@ -486,36 +487,37 @@
 		width: 48px;
 		height: 48px;
 		object-fit: cover;
-		border-radius: var(--radius-sm);
-		border: 1px solid color-mix(in srgb, var(--accent) 30%, transparent);
-		background: var(--bg-elevated);
+		border-radius: var(--r-sm);
+		border: 1px solid var(--line-2);
+		background: var(--bg-3);
 	}
 	.user-thumb.file {
 		display: inline-flex;
 		align-items: center;
 		justify-content: center;
-		color: var(--text-muted);
+		color: var(--text-3);
 	}
 	.user-text {
 		white-space: pre-wrap;
 	}
+	/* 工作流提及为次级内容：中性底 + --text，不占金色。 */
 	.wf-chip {
 		display: inline;
 		padding: 1px 7px;
 		margin: 0 1px;
-		border-radius: 999px;
-		background: color-mix(in srgb, var(--accent) 22%, var(--bg-elevated));
-		border: 1px solid color-mix(in srgb, var(--accent) 45%, transparent);
-		color: var(--accent);
+		border-radius: var(--r-pill);
+		background: var(--bg-4);
+		border: 1px solid var(--line-2);
+		color: var(--text);
 		font-weight: 600;
-		font-size: 13px;
+		font-size: var(--fs-body);
 		white-space: nowrap;
 	}
 	.assistant-bubble {
-		background: var(--bg-surface);
-		border: 1px solid var(--border);
-		border-left: 3px solid var(--agent, var(--accent));
-		color: var(--text-primary);
+		background: var(--bg-2);
+		border: 1px solid var(--line);
+		border-left: 3px solid var(--agent, var(--text-2));
+		color: var(--text);
 	}
 	.question-card {
 		display: flex;
@@ -525,15 +527,15 @@
 		max-width: 420px;
 		margin: 2px 0 6px;
 		padding: 12px 14px;
-		border: 1px solid color-mix(in srgb, var(--accent) 35%, transparent);
-		border-radius: var(--radius-md);
-		background: color-mix(in srgb, var(--accent) 7%, var(--bg-surface));
+		border: 1px solid var(--line);
+		border-radius: var(--r-md);
+		background: var(--bg-2);
 	}
 	.question-text {
 		margin: 0;
-		font-size: 13px;
+		font-size: var(--fs-body);
 		line-height: 1.5;
-		color: var(--text-primary);
+		color: var(--text);
 		white-space: pre-wrap;
 	}
 	.question-options {
@@ -542,40 +544,39 @@
 		gap: 6px;
 	}
 	.question-option {
-		border: 1px solid color-mix(in srgb, var(--agent, var(--accent)) 45%, transparent);
-		background: var(--bg-elevated);
-		color: var(--text-primary);
-		border-radius: var(--radius-sm);
+		border: 1px solid var(--line-2);
+		background: var(--bg-3);
+		color: var(--text);
+		border-radius: var(--r-sm);
 		padding: 8px 12px;
-		font-size: 13px;
+		font-size: var(--fs-body);
 		font-weight: 600;
 		cursor: pointer;
 		text-align: left;
 		transition:
-			background 120ms ease,
-			border-color 120ms ease;
+			background-color var(--d-press) ease,
+			border-color var(--d-press) ease;
 	}
 	.question-option:hover:enabled {
-		background: color-mix(in srgb, var(--agent, var(--accent)) 18%, var(--bg-elevated));
-		border-color: var(--agent, var(--accent));
+		background: var(--bg-4);
+		border-color: var(--agent, var(--text-2));
 	}
 	.question-option:disabled {
 		opacity: 0.5;
 		cursor: default;
 	}
 	.question-option.affirmative {
-		border-color: var(--accent);
-		color: var(--accent);
+		border-color: var(--line-2);
 	}
 	.question-hint {
 		margin: 0;
-		font-size: 11px;
-		color: var(--text-muted);
+		font-size: var(--fs-mini);
+		color: var(--text-3);
 	}
 	.assistant-bubble.err {
-		border-color: rgba(239, 68, 68, 0.4);
-		border-left-color: rgba(239, 68, 68, 0.6);
-		color: var(--error);
+		border-color: var(--err-line);
+		border-left-color: var(--err);
+		color: var(--err);
 	}
 	.bubble.live {
 		display: flex;
@@ -604,7 +605,7 @@
 		width: 7px;
 		height: 14px;
 		margin-left: 2px;
-		background: var(--accent);
+		background: var(--run);
 		animation: blink 1s step-end infinite;
 		vertical-align: text-bottom;
 	}
@@ -617,14 +618,15 @@
 		display: flex;
 		align-items: center;
 		gap: 8px;
-		color: var(--text-secondary);
-		font-size: 13px;
+		color: var(--text-2);
+		font-size: var(--fs-body);
 	}
+	/* 进行中指示 = 信号青（§1.3），不占金色。 */
 	.pulse {
 		width: 8px;
 		height: 8px;
 		border-radius: 999px;
-		background: var(--accent);
+		background: var(--run);
 		animation: pulse 1.1s ease-in-out infinite;
 	}
 	@keyframes pulse {

calliope-web/src/lib/components/agent/AgentComposer.svelte

@@ -668,8 +668,8 @@ let {
 		justify-content: center;
 		border: none;
 		border-radius: 999px;
-		background: rgba(0, 0, 0, 0.65);
-		color: #fff;
+		background: var(--media-scrim);
+		color: var(--on-media);
 		cursor: pointer;
 		padding: 0;
 	}
@@ -711,12 +711,12 @@ let {
 		display: inline;
 		padding: 1px 7px;
 		margin: 0 1px;
-		border-radius: 999px;
-		background: color-mix(in srgb, var(--accent) 22%, var(--bg-elevated));
-		border: 1px solid color-mix(in srgb, var(--accent) 45%, transparent);
-		color: var(--accent);
+		border-radius: var(--r-pill);
+		background: var(--bg-4);
+		border: 1px solid var(--line-2);
+		color: var(--text);
 		font-weight: 600;
-		font-size: 13px;
+		font-size: var(--fs-body);
 		white-space: nowrap;
 		user-select: none;
 	}
@@ -724,12 +724,12 @@ let {
 		display: inline;
 		padding: 1px 7px;
 		margin: 0 1px;
-		border-radius: 999px;
-		background: color-mix(in srgb, #38bdf8 20%, var(--bg-elevated));
-		border: 1px solid color-mix(in srgb, #38bdf8 45%, transparent);
-		color: #7dd3fc;
+		border-radius: var(--r-pill);
+		background: var(--bg-4);
+		border: 1px dashed var(--line-2);
+		color: var(--text-2);
 		font-weight: 600;
-		font-size: 13px;
+		font-size: var(--fs-body);
 		white-space: nowrap;
 		user-select: none;
 	}
@@ -772,7 +772,7 @@ let {
 		border-radius: var(--radius-md);
 		border: 1px solid var(--accent);
 		background: var(--accent);
-		color: #fff;
+		color: var(--accent-ink);
 		font-size: 13px;
 		font-weight: 600;
 		cursor: pointer;
@@ -785,7 +785,7 @@ let {
 	.send.stop {
 		background: transparent;
 		color: var(--error);
-		border-color: rgba(239, 68, 68, 0.5);
+		border-color: var(--err-line);
 	}
 	.send.steer {
 		color: var(--accent);

calliope-web/src/lib/components/agent/AgentSessionSidebar.svelte

@@ -431,6 +431,6 @@
 	}
 	.del:hover {
 		color: var(--error);
-		background: rgba(239, 68, 68, 0.12);
+		background: var(--err-soft);
 	}
 </style>

calliope-web/src/lib/components/agent/AgentToolCard.svelte

@@ -60,7 +60,7 @@
 		overflow: hidden;
 	}
 	.tool-card.error {
-		border-color: rgba(239, 68, 68, 0.45);
+		border-color: var(--err-line);
 	}
 	.head {
 		display: flex;
@@ -77,7 +77,7 @@
 	}
 	.head:hover {
 		color: var(--text-primary);
-		background: rgba(255, 255, 255, 0.03);
+		background: var(--bg-3);
 	}
 	.name {
 		flex: 1;

calliope-web/src/lib/components/agent/ReasoningPanel.svelte

@@ -68,7 +68,7 @@
 	}
 	.head:hover {
 		color: var(--text-secondary);
-		background: rgba(255, 255, 255, 0.02);
+		background: var(--bg-3);
 	}
 	.icon-wrap {
 		display: inline-flex;

calliope-web/src/lib/components/agent/WorkflowMentionMenu.svelte

@@ -135,9 +135,7 @@
 		background: var(--bg-surface);
 		border: 1px solid var(--border);
 		border-radius: var(--radius-md);
-		box-shadow:
-			0 8px 24px rgba(0, 0, 0, 0.5),
-			0 0 0 1px rgba(0, 0, 0, 0.3);
+		box-shadow: var(--shadow-float);
 		padding: 4px;
 	}
 	.empty {

calliope-web/src/lib/components/agent/agentPalette.ts

@@ -1,43 +1,41 @@
 /**
- * Agent identity palette: a stable display name + accent color per agent.
+ * Agent identity palette: a stable display name + identity step per agent.
  *
- * The main loop runs with `agent_name = null`; we label it "Calliope". Each
- * swarm sub-agent ("planner", "story-agent", …) gets its own fixed color so
- * differently-authored bubbles are visually distinct, plus a deterministic
- * fallback for any future agent name.
+ * Identity answers "who is speaking" only (avatar dot / name / bubble tint)
+ * — it never expresses task status. HEL-685 无彩化：全部改为 app.css 的
+ * 显影灰阶实色阶 --id-1..5（与全站 --avatar-1..5 同一身份语言），
+ * 不再使用彩色身份色；默认主循环智能体保持中性 --id-4。
  */
 
 export const DEFAULT_AGENT_NAME = 'Calliope';
 
 // Fixed identity map (keyed by the raw agent_name the backend emits).
+// Step numbers mirror the avatar five-set used across the app
+// (models/agents/home project cards).
 const IDENTITIES: Record<string, { label: string; color: string }> = {
-	planner: { label: 'Planner', color: '#22d3ee' }, // cyan
-	'story-agent': { label: 'Story Agent', color: '#22c55e' }, // green
-	'script-agent': { label: 'Script Agent', color: '#f59e0b' }, // amber
-	'assets-agent': { label: 'Assets Agent', color: '#ec4899' }, // pink
-	'video-agent': { label: 'Video Agent', color: '#fb923c' }, // orange
-	'research-agent': { label: 'Research Agent', color: '#a78bfa' }, // violet
+	planner: { label: 'Planner', color: 'var(--id-2)' },
+	'story-agent': { label: 'Story Agent', color: 'var(--id-3)' },
+	'script-agent': { label: 'Script Agent', color: 'var(--id-1)' },
+	'assets-agent': { label: 'Assets Agent', color: 'var(--id-4)' },
+	'video-agent': { label: 'Video Agent', color: 'var(--id-5)' },
+	'research-agent': { label: 'Research Agent', color: 'var(--id-4)' },
 	// The five named agents (HEL-613) — the runner stamps their zh names on
-	// named-session replies; colors mirror the spec §2.1 avatar five-set.
-	剧本创作: { label: '剧本创作', color: '#e8a33d' },
-	视觉设计: { label: '视觉设计', color: '#5b8def' },
-	分镜设计: { label: '分镜设计', color: '#3fb97f' },
-	素材资产: { label: '素材资产', color: '#b98be0' },
-	镜头脚本: { label: '镜头脚本', color: '#d98e6a' },
+	// named-session replies; steps mirror the avatar five-set.
+	剧本创作: { label: '剧本创作', color: 'var(--id-1)' },
+	视觉设计: { label: '视觉设计', color: 'var(--id-2)' },
+	分镜设计: { label: '分镜设计', color: 'var(--id-3)' },
+	素材资产: { label: '素材资产', color: 'var(--id-4)' },
+	镜头脚本: { label: '镜头脚本', color: 'var(--id-5)' },
 };
 
-// Fallback palette for unknown names (stable hash → deterministic color).
+// Fallback palette for unknown names (stable hash → deterministic step),
+// spanning the same five grayscale identity steps.
 const FALLBACK_COLORS = [
-	'#22d3ee',
-	'#22c55e',
-	'#f59e0b',
-	'#ec4899',
-	'#fb923c',
-	'#a78bfa',
-	'#38bdf8',
-	'#4ade80',
-	'#f472b6',
-	'#facc15',
+	'var(--id-1)',
+	'var(--id-2)',
+	'var(--id-3)',
+	'var(--id-4)',
+	'var(--id-5)',
 ];
 
 function hashString(s: string): number {
@@ -48,8 +46,8 @@ function hashString(s: string): number {
 	return h;
 }
 
-/** The default "Calliope" accent (matches --accent). */
-export const DEFAULT_AGENT_COLOR = '#8b5cf6';
+/** Neutral step (--id-4) — the default agent borrows no signal color. */
+export const DEFAULT_AGENT_COLOR = 'var(--id-4)';
 
 export function agentDisplayName(name: string | null | undefined): string {
 	const key = (name || '').trim().toLowerCase();

calliope-web/src/lib/components/desk/InputRequirementBadge.svelte

@@ -0,0 +1,79 @@
+<script lang="ts">
+	import Icon from '$lib/components/ui/Icon.svelte';
+	import type { WorkflowMediaIO } from '$lib/comfy/types';
+	import { t } from '$lib/i18n.svelte';
+
+	/**
+	 * 输入要求徽标 (HEL-683)：一个工作流真实声明 的进出媒介，
+	 * 来自 S2 元数据——图标+文字双编码，只报真实接线，不虚构输入。
+	 */
+	interface Props {
+		io: WorkflowMediaIO | null | undefined;
+		/** Compact form for row summaries (no out side when empty-in). */
+		compact?: boolean;
+	}
+
+	let { io, compact = false }: Props = $props();
+
+	type Medium = 'image' | 'video' | 'audio';
+
+	const LABELS: Record<Medium, string> = {
+		image: 'wl.mediaImage',
+		video: 'wl.mediaVideo',
+		audio: 'wl.mediaAudio',
+	};
+
+	const inList = $derived(((io?.in ?? []) as Medium[]).filter((m) => m in LABELS));
+	const outList = $derived(((io?.out ?? []) as Medium[]).filter((m) => m in LABELS));
+</script>
+
+{#if inList.length || outList.length}
+	<span class="req" aria-label={t('desk.bayReqAria')}>
+		{#each inList as m (m)}
+			<span class="pill in" title="{t(LABELS[m])} · {t('wl.mediaIn')}">
+				<Icon name={m === 'image' ? 'image' : m === 'video' ? 'film' : 'music'} size={12} />
+				{#if !compact}<span class="lbl">{t(LABELS[m])}</span>{/if}
+			</span>
+		{/each}
+		{#if inList.length && outList.length}<span class="arrow">→</span>{/if}
+		{#each outList as m (m)}
+			<span class="pill out" title="{t(LABELS[m])} · {t('wl.mediaOut')}">
+				<Icon name={m === 'image' ? 'image' : m === 'video' ? 'film' : 'music'} size={12} />
+				{#if !compact}<span class="lbl">{t(LABELS[m])}</span>{/if}
+			</span>
+		{/each}
+	</span>
+{:else if !compact}
+	<span class="pill none" title={t('desk.promptOnly')}><span class="lbl">{t('desk.promptOnly')}</span></span>
+{/if}
+
+<style>
+	.req {
+		display: inline-flex;
+		align-items: center;
+		gap: 3px;
+		flex-wrap: wrap;
+	}
+	.pill {
+		display: inline-flex;
+		align-items: center;
+		gap: 3px;
+		height: 18px;
+		padding: 0 5px;
+		border-radius: var(--r-sm);
+		background: var(--bg-4);
+		color: var(--text-2);
+		font-size: var(--fs-mini);
+		white-space: nowrap;
+	}
+	.pill.in {
+		color: var(--text);
+	}
+	.pill.none .lbl {
+		color: var(--text-3);
+	}
+	.arrow {
+		color: var(--text-3);
+		font-size: var(--fs-mini);
+	}
+</style>

calliope-web/src/lib/components/desk/LibraryFilters.svelte

@@ -0,0 +1,124 @@
+<script lang="ts">
+	import Icon from '$lib/components/ui/Icon.svelte';
+	import { t } from '$lib/i18n.svelte';
+
+	/**
+	 * 挑选台筛选行 (HEL-683)：搜索框 + 本机/云端来源分段 + 仅收藏开关。
+	 * 云端分段是诚实的占位——云端生成能力尚未接入，切过去只看到说明。
+	 */
+	interface Props {
+		search: string;
+		source: 'local' | 'cloud';
+		favOnly: boolean;
+		resultHint: string;
+		searchEl?: HTMLInputElement | null;
+		onSetSearch: (v: string) => void;
+		onSetSource: (s: 'local' | 'cloud') => void;
+		onToggleFav: () => void;
+	}
+
+	let {
+		search,
+		source,
+		favOnly,
+		resultHint,
+		searchEl = $bindable(null),
+		onSetSearch,
+		onSetSource,
+		onToggleFav,
+	}: Props = $props();
+</script>
+
+<div class="filters">
+	<div class="search">
+		<Icon name="search" size={14} />
+		<input
+			bind:this={searchEl}
+			class="search-input"
+			type="search"
+			value={search}
+			placeholder={t('desk.baySearchPh')}
+			aria-label={t('desk.baySearchPh')}
+			aria-keyshortcuts="/"
+			oninput={(e) => onSetSearch(e.currentTarget.value)}
+		/>
+	</div>
+	<div class="a-seg source" role="group" aria-label={t('desk.baySourceLabel')}>
+		<button type="button" aria-pressed={source === 'local'} onclick={() => onSetSource('local')}>
+			{t('desk.baySourceLocal')}
+		</button>
+		<button type="button" aria-pressed={source === 'cloud'} onclick={() => onSetSource('cloud')}>
+			{t('desk.baySourceCloud')}
+		</button>
+	</div>
+	<button
+		type="button"
+		class="a-chip fav"
+		class:on={favOnly}
+		aria-pressed={favOnly}
+		title={t('desk.bayFavOnly')}
+		onclick={onToggleFav}
+	>
+		<Icon name="star" size={13} />
+		<span class="lbl">{t('desk.bayFavOnly')}</span>
+	</button>
+	<span class="hint">{resultHint}</span>
+</div>
+
+<style>
+	.filters {
+		display: flex;
+		align-items: center;
+		flex-wrap: wrap;
+		gap: var(--sp-2);
+	}
+	.search {
+		display: flex;
+		align-items: center;
+		gap: var(--sp-3);
+		flex: 1 1 180px;
+		min-width: 0;
+		height: 32px;
+		box-sizing: border-box;
+		padding: 0 var(--sp-3);
+		border: 1px solid var(--line);
+		border-radius: var(--r-md);
+		background: var(--bg-2);
+		color: var(--text-3);
+		transition: border-color var(--d-state) ease;
+	}
+	.search:focus-within {
+		border-color: var(--accent-line);
+	}
+	.search-input {
+		flex: 1;
+		min-width: 0;
+		border: 0;
+		outline: 0;
+		background: transparent;
+		color: var(--text);
+		font: inherit;
+		font-size: var(--fs-section);
+	}
+	.search-input::placeholder {
+		color: var(--text-3);
+	}
+	.source {
+		flex-shrink: 0;
+	}
+	.fav.on {
+		color: var(--accent);
+		background: var(--accent-soft);
+	}
+	.hint {
+		margin-left: auto;
+		color: var(--text-3);
+		font-size: var(--fs-mini);
+		white-space: nowrap;
+	}
+	@media (max-width: 760px) {
+		.hint {
+			display: none;
+		}
+	}
+</style>

calliope-web/src/lib/components/desk/LibraryRow.svelte

@@ -0,0 +1,170 @@
+<script lang="ts">
+	import Icon from '$lib/components/ui/Icon.svelte';
+	import type { WorkflowMeta } from '$lib/comfy/types';
+	import { t } from '$lib/i18n.svelte';
+	import { usageLabel } from '$lib/components/generate/schema';
+	import InputRequirementBadge from './InputRequirementBadge.svelte';
+
+	/**
+	 * 挑选台一行 (HEL-683)：显示名 + 输入要求徽标 + 用途标签 + 端点/收藏
+	 * 标注。当前工作流行带取景框角线；键盘/指针悬停行只是背景高亮。
+	 */
+	interface Props {
+		meta: WorkflowMeta;
+		current: boolean;
+		active: boolean;
+		endpoints: Array<{ id: string; name: string }>;
+		onPick: () => void;
+		onActive: () => void;
+	}
+
+	let { meta, current, active, endpoints, onPick, onActive }: Props = $props();
+
+	const endpointName = $derived(
+		meta.endpoint_id
+			? (endpoints.find((e) => e.id === meta.endpoint_id)?.name ?? t('desk.wfDefaultConn'))
+			: t('desk.wfDefaultConn'),
+	);
+</script>
+
+<button
+	type="button"
+	class="row"
+	class:active
+	class:current
+	role="option"
+	aria-selected={active ? 'true' : undefined}
+	aria-current={current ? 'true' : undefined}
+	onclick={onPick}
+	onpointermove={onActive}
+	onfocus={onActive}
+>
+	<span class="main">
+		<span class="name">
+			{#if meta.favorite}<span class="fav"><Icon name="star" size={11} /></span>{/if}
+			<span class="name-txt">{meta.name}</span>
+			{#if current}<span class="cur-mark">{t('desk.wfCurrent')}</span>{/if}
+		</span>
+		<span class="sub">
+			<span class="a-tag">{usageLabel(meta.usage!)}</span>
+			<InputRequirementBadge io={meta.media_io} compact />
+		</span>
+	</span>
+	<span class="side">
+		<span class="conn" title="{t('studio.connLabel')}：{endpointName}">{endpointName}</span>
+	</span>
+</button>
+
+<style>
+	.row {
+		display: flex;
+		align-items: center;
+		gap: var(--sp-3);
+		width: 100%;
+		box-sizing: border-box;
+		padding: var(--sp-3) var(--sp-4);
+		border: 0;
+		border-radius: var(--r-md);
+		background: none;
+		color: var(--text);
+		font: inherit;
+		text-align: left;
+		cursor: pointer;
+		/* 长列表性能：视口外的行不参与布局/绘制。 */
+		content-visibility: auto;
+		contain-intrinsic-size: auto 52px;
+		transition: background-color var(--d-state) ease;
+	}
+	.row:hover,
+	.row.active {
+		background: var(--bg-3);
+	}
+	.row:focus-visible {
+		outline: none;
+		background: var(--bg-3);
+		box-shadow: 0 0 0 1px var(--accent-line);
+	}
+	.main {
+		display: grid;
+		gap: 3px;
+		flex: 1;
+		min-width: 0;
+	}
+	.name {
+		display: flex;
+		align-items: center;
+		gap: var(--sp-2);
+		min-width: 0;
+	}
+	.name-txt {
+		overflow: hidden;
+		text-overflow: ellipsis;
+		white-space: nowrap;
+		font-weight: 500;
+	}
+	.fav {
+		display: inline-flex;
+		flex-shrink: 0;
+		color: var(--accent);
+	}
+	.cur-mark {
+		flex-shrink: 0;
+		color: var(--text-3);
+		font-size: var(--fs-mini);
+	}
+	.sub {
+		display: flex;
+		align-items: center;
+		flex-wrap: wrap;
+		gap: var(--sp-1);
+	}
+	.side {
+		flex-shrink: 0;
+	}
+	.conn {
+		max-width: 120px;
+		overflow: hidden;
+		text-overflow: ellipsis;
+		white-space: nowrap;
+		color: var(--text-3);
+		font-size: var(--fs-mini);
+	}
+	/* 当前工作流：取景框角线（HEL-680 的内容级选中语言）。 */
+	.row.current {
+		position: relative;
+	}
+	.row.current::after {
+		content: '';
+		position: absolute;
+		inset: 2px;
+		pointer-events: none;
+		background-image:
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0);
+		background-position:
+			left top,
+			left top,
+			right top,
+			right top,
+			left bottom,
+			left bottom,
+			right bottom,
+			right bottom;
+		background-size:
+			var(--frame-arm, 12px) var(--frame-w, 2px),
+			var(--frame-w, 2px) var(--frame-arm, 12px),
+			var(--frame-arm, 12px) var(--frame-w, 2px),
+			var(--frame-w, 2px) var(--frame-arm, 12px),
+			var(--frame-arm, 12px) var(--frame-w, 2px),
+			var(--frame-w, 2px) var(--frame-arm, 12px),
+			var(--frame-arm, 12px) var(--frame-w, 2px),
+			var(--frame-w, 2px) var(--frame-arm, 12px);
+		background-repeat: no-repeat;
+	}
+</style>

calliope-web/src/lib/components/desk/TaskModeRail.svelte

@@ -0,0 +1,310 @@
+<script lang="ts">
+	import Icon from '$lib/components/ui/Icon.svelte';
+	import { USAGE_BY_KIND, type WorkflowMeta, type WorkflowUsage } from '$lib/comfy/types';
+	import { t } from '$lib/i18n.svelte';
+	import { usageLabel } from '$lib/components/generate/schema';
+
+	/**
+	 * 左栏任务模式 (HEL-683)：该入口可用的任务模式（按真实工作流统计），
+	 * 未覆盖的模式置灰；底部为收藏与最近使用。窄屏退化为横向模式条。
+	 */
+	interface Props {
+		kind: 'image' | 'video';
+		metas: WorkflowMeta[];
+		active: WorkflowUsage | 'all';
+		onSelect: (mode: WorkflowUsage | 'all') => void;
+		onPickWorkflow: (id: number) => void;
+	}
+
+	let { kind, metas, active, onSelect, onPickWorkflow }: Props = $props();
+
+	interface ModeEntry {
+		usage: WorkflowUsage;
+		count: number;
+	}
+	const modes = $derived.by(() => {
+		const counts = new Map<WorkflowUsage, number>();
+		for (const m of metas) {
+			if (!m.usage) continue;
+			counts.set(m.usage, (counts.get(m.usage) ?? 0) + 1);
+		}
+		return USAGE_BY_KIND[kind].map((u) => ({ usage: u, count: counts.get(u) ?? 0 }));
+	});
+
+	const favorites = $derived(
+		metas
+			.filter((m) => m.favorite)
+			.sort((a, b) => (b.last_used_at ?? '').localeCompare(a.last_used_at ?? ''))
+			.slice(0, 5),
+	);
+	const recents = $derived(
+		metas
+			.filter((m) => m.last_used_at && !m.favorite)
+			.sort((a, b) => (b.last_used_at ?? '').localeCompare(a.last_used_at ?? ''))
+			.slice(0, 5),
+	);
+</script>
+
+<nav class="rail" aria-label={t('desk.modeRailAria')}>
+	<p class="rail-label">{t('desk.modeRailTitle')}</p>
+	<div class="modes" role="group" aria-label={t('desk.modeRailTitle')}>
+		<button
+			type="button"
+			class="mode"
+			class:on={active === 'all'}
+			aria-pressed={active === 'all'}
+			onclick={() => onSelect('all')}
+		>
+			<span class="mode-lbl">{t('desk.modeAll')}</span>
+			<span class="mode-n">{metas.length}</span>
+		</button>
+		{#each modes as m (m.usage)}
+			<button
+				type="button"
+				class="mode"
+				class:on={active === m.usage}
+				class:off={m.count === 0}
+				disabled={m.count === 0}
+				aria-pressed={active === m.usage}
+				title={m.count === 0 ? t('desk.modeEmpty') : usageLabel(m.usage)}
+				onclick={() => onSelect(m.usage)}
+			>
+				<span class="mode-lbl">{usageLabel(m.usage)}</span>
+				<span class="mode-n">{m.count}</span>
+			</button>
+		{/each}
+	</div>
+
+	<div class="lists">
+		{#if recents.length}
+			<section class="rail-sec">
+				<p class="rail-label">
+					<Icon name="clock" size={12} />
+					{t('desk.railRecent')}
+				</p>
+				<ul class="pick-list">
+					{#each recents as m (m.id)}
+						<li>
+							<button type="button" class="pick" title={m.name} onclick={() => onPickWorkflow(m.id)}>
+								<span class="pick-name">{m.name}</span>
+							</button>
+						</li>
+					{/each}
+				</ul>
+			</section>
+		{/if}
+		{#if favorites.length}
+			<section class="rail-sec">
+				<p class="rail-label">
+					<Icon name="star" size={12} />
+					{t('desk.railFav')}
+				</p>
+				<ul class="pick-list">
+					{#each favorites as m (m.id)}
+						<li>
+							<button type="button" class="pick" title={m.name} onclick={() => onPickWorkflow(m.id)}>
+								<span class="pick-name">{m.name}</span>
+							</button>
+						</li>
+					{/each}
+				</ul>
+			</section>
+		{/if}
+	</div>
+</nav>
+
+<style>
+	.rail {
+		display: flex;
+		flex-direction: column;
+		min-height: 0;
+		box-sizing: border-box;
+		padding: var(--sp-5) var(--sp-3);
+		border-right: 1px solid var(--line);
+		overflow-y: auto;
+	}
+	.rail-label {
+		display: flex;
+		align-items: center;
+		gap: var(--sp-1);
+		margin: 0 0 var(--sp-2);
+		padding: 0 var(--sp-3);
+		color: var(--text-3);
+		font-size: var(--fs-mini);
+		letter-spacing: 0.05em;
+		white-space: nowrap;
+	}
+	.modes {
+		display: flex;
+		flex-direction: column;
+		gap: 2px;
+	}
+	.mode {
+		display: flex;
+		align-items: center;
+		justify-content: space-between;
+		gap: var(--sp-2);
+		box-sizing: border-box;
+		width: 100%;
+		padding: var(--sp-3) var(--sp-4);
+		border: 0;
+		border-radius: var(--r-md);
+		background: none;
+		color: var(--text-2);
+		font: inherit;
+		font-size: var(--fs-body);
+		text-align: left;
+		cursor: pointer;
+		transition:
+			color var(--d-state) ease,
+			background-color var(--d-state) ease;
+	}
+	.mode:hover:not(:disabled) {
+		background: var(--bg-3);
+		color: var(--text);
+	}
+	.mode:focus-visible {
+		outline: none;
+		box-shadow: 0 0 0 1px var(--accent-line);
+	}
+	.mode.on {
+		background: var(--bg-3);
+		color: var(--text);
+	}
+	/* 取景框角线只标当前模式（HEL-680 内容级选中语言）。 */
+	.mode.on {
+		position: relative;
+	}
+	.mode.on::after {
+		content: '';
+		position: absolute;
+		inset: 2px;
+		pointer-events: none;
+		background-image:
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0);
+		background-position:
+			left top,
+			left top,
+			right top,
+			right top,
+			left bottom,
+			left bottom,
+			right bottom,
+			right bottom;
+		background-size:
+			var(--frame-arm, 12px) var(--frame-w, 2px),
+			var(--frame-w, 2px) var(--frame-arm, 12px),
+			var(--frame-arm, 12px) var(--frame-w, 2px),
+			var(--frame-w, 2px) var(--frame-arm, 12px),
+			var(--frame-arm, 12px) var(--frame-w, 2px),
+			var(--frame-w, 2px) var(--frame-arm, 12px),
+			var(--frame-arm, 12px) var(--frame-w, 2px),
+			var(--frame-w, 2px) var(--frame-arm, 12px);
+		background-repeat: no-repeat;
+	}
+	.mode.off {
+		color: var(--text-3);
+		opacity: 0.55;
+		cursor: not-allowed;
+	}
+	.mode-n {
+		color: var(--text-3);
+		font-size: var(--fs-mini);
+		font-variant-numeric: tabular-nums;
+	}
+	.lists {
+		display: flex;
+		flex-direction: column;
+		gap: var(--sp-4);
+		margin-top: var(--sp-5);
+		padding-top: var(--sp-4);
+		border-top: 1px solid var(--line);
+	}
+	.rail-sec {
+		min-width: 0;
+	}
+	.pick-list {
+		display: flex;
+		flex-direction: column;
+		gap: 1px;
+		margin: 0;
+		padding: 0;
+		list-style: none;
+	}
+	.pick {
+		display: block;
+		width: 100%;
+		box-sizing: border-box;
+		padding: var(--sp-2) var(--sp-4);
+		border: 0;
+		border-radius: var(--r-sm);
+		background: none;
+		color: var(--text-2);
+		font: inherit;
+		font-size: var(--fs-aux);
+		text-align: left;
+		cursor: pointer;
+		transition:
+			color var(--d-state) ease,
+			background-color var(--d-state) ease;
+	}
+	.pick:hover {
+		background: var(--bg-3);
+		color: var(--text);
+	}
+	.pick:focus-visible {
+		outline: none;
+		box-shadow: 0 0 0 1px var(--accent-line);
+	}
+	.pick-name {
+		display: block;
+		overflow: hidden;
+		text-overflow: ellipsis;
+		white-space: nowrap;
+	}
+
+	/* 窄屏：任务模式退化为横向条，收藏/最近隐藏（挑选台里有同样入口）。 */
+	@media (max-width: 760px) {
+		.rail {
+			flex-direction: row;
+			align-items: center;
+			gap: var(--sp-2);
+			padding: var(--sp-2) var(--sp-4);
+			border-right: 0;
+			border-bottom: 1px solid var(--line);
+			overflow-x: auto;
+			overflow-y: hidden;
+			overscroll-behavior-x: contain;
+		}
+		.rail-label {
+			margin: 0;
+			padding: 0;
+			flex-shrink: 0;
+		}
+		.modes {
+			flex-direction: row;
+			gap: var(--sp-1);
+		}
+		.mode {
+			width: auto;
+			gap: var(--sp-2);
+			padding: var(--sp-2) var(--sp-3);
+			border: 1px solid var(--line);
+			font-size: var(--fs-aux);
+			white-space: nowrap;
+		}
+		.mode.on::after {
+			inset: 1px;
+		}
+		.lists {
+			display: none;
+		}
+	}
+</style>

calliope-web/src/lib/components/desk/WorkflowBay.svelte

@@ -0,0 +1,488 @@
+<script lang="ts">
+	import Icon from '$lib/components/ui/Icon.svelte';
+	import { tick } from 'svelte';
+	import type { WorkflowMeta } from '$lib/comfy/types';
+	import { t } from '$lib/i18n.svelte';
+	import { usageLabel } from '$lib/components/generate/schema';
+	import LibraryFilters from './LibraryFilters.svelte';
+	import LibraryRow from './LibraryRow.svelte';
+
+	/**
+	 * 工作流挑选台 (HEL-683, HEL-674 §二)：中部可搜索筛选、按模型家族
+	 * 分组的挑选列。数据来自 S2 轻量元数据（view=meta，不含完整 JSON）；
+	 * 云端来源只做诚实占位（未接入，不可点击使用）。键盘：↑↓/J/K 游走、
+	 * Enter 使用、Esc 关闭。长列表增量渲染 + content-visibility。
+	 */
+	interface Props {
+		open: boolean;
+		metas: WorkflowMeta[];
+		pendingCount: number;
+		selectedId: number | null;
+		activeId: number | null;
+		endpoints: Array<{ id: string; name: string }>;
+		onPick: (id: number) => void;
+		onClose: () => void;
+	}
+
+	let { open, metas, pendingCount, selectedId, activeId = $bindable(null), endpoints, onPick, onClose }: Props =
+		$props();
+
+	let search = $state('');
+	let source = $state<'local' | 'cloud'>('local');
+	let favOnly = $state(false);
+	let visibleCount = $state(48);
+	let searchEl = $state<HTMLInputElement | null>(null);
+	let listEl = $state<HTMLElement | null>(null);
+
+	const CATEGORY_LABELS: Record<string, string> = {
+		basic: 'wfCat.basic',
+		audio_tts: 'wfCat.audioTts',
+		music: 'wfCat.music',
+		image: 'wfCat.image',
+		video: 'wfCat.video',
+		digital_human: 'wfCat.digitalHuman',
+		motion_transfer: 'wfCat.motionTransfer',
+	};
+	function categoryLabel(key: string | null | undefined): string {
+		if (!key) return '';
+		const k = CATEGORY_LABELS[key];
+		return k ? t(k) : key;
+	}
+
+	const filtered = $derived.by(() => {
+		const q = search.trim().toLowerCase();
+		return metas.filter((m) => {
+			if (favOnly && !m.favorite) return false;
+			if (!q) return true;
+			const hay = [
+				m.name,
+				m.description ?? '',
+				(m.tags ?? []).join(' '),
+				m.model_family ?? '',
+				m.usage ? usageLabel(m.usage) : '',
+				categoryLabel(m.category),
+			]
+				.join(' ')
+				.toLowerCase();
+			return hay.includes(q);
+		});
+	});
+
+	interface Group {
+		key: string;
+		label: string;
+		rows: WorkflowMeta[];
+	}
+	const groups = $derived.by(() => {
+		const byFamily = new Map<string, WorkflowMeta[]>();
+		for (const m of filtered) {
+			const key = m.model_family ?? '';
+			const list = byFamily.get(key) ?? [];
+			list.push(m);
+			byFamily.set(key, list);
+		}
+		const out: Group[] = [];
+		for (const [key, rows] of byFamily) {
+			rows.sort((a, b) => {
+				if (a.favorite !== b.favorite) return a.favorite ? -1 : 1;
+				const la = a.last_used_at ?? '';
+				const lb = b.last_used_at ?? '';
+				if (la !== lb) return lb.localeCompare(la);
+				return a.name.localeCompare(b.name, 'zh');
+			});
+			out.push({ key, label: key || t('desk.bayNoFamily'), rows });
+		}
+		out.sort((a, b) =>
+			a.key === '' ? 1 : b.key === '' ? -1 : a.label.localeCompare(b.label, 'zh'),
+		);
+		return out;
+	});
+
+	const flat = $derived(groups.flatMap((g) => g.rows));
+
+	/** Flattened rows cut at the incremental window, per group. */
+	const windowed = $derived.by(() => {
+		let left = visibleCount;
+		return groups.map((g) => {
+			const take = Math.max(0, Math.min(g.rows.length, left));
+			left -= take;
+			return { ...g, visible: g.rows.slice(0, take) };
+		});
+	});
+
+	// Any filter change restarts the incremental window.
+	$effect(() => {
+		void search;
+		void favOnly;
+		visibleCount = 48;
+		listEl?.scrollTo({ top: 0 });
+	});
+
+	// Keep the active row real: follow the selection, clamp on filter changes.
+	$effect(() => {
+		void flat;
+		if (activeId != null && flat.some((m) => m.id === activeId)) return;
+		activeId = flat.find((m) => m.id === selectedId)?.id ?? flat[0]?.id ?? null;
+	});
+
+	// Opening the bay: the selected workflow's row must be inside the
+	// incremental window and in view — otherwise the highlight is invisible.
+	$effect(() => {
+		if (!open) return;
+		const target = activeId ?? selectedId;
+		const idx = flat.findIndex((m) => m.id === target);
+		if (idx < 0) return;
+		if (idx >= visibleCount) visibleCount = idx + 48;
+		const id = setTimeout(() => {
+			document
+				.querySelector<HTMLElement>(`[data-wf-row="${target}"]`)
+				?.scrollIntoView({ block: 'center' });
+		}, 0);
+		return () => clearTimeout(id);
+	});
+
+	const activeMeta = $derived(metas.find((m) => m.id === activeId) ?? null);
+	const resultHint = $derived(
+		source === 'cloud' ? '' : t('desk.bayCount', { n: filtered.length, total: metas.length }),
+	);
+
+	// Autofocus the search whenever the bay opens.
+	$effect(() => {
+		if (!open) return;
+		const id = setTimeout(() => searchEl?.focus(), 0);
+		return () => clearTimeout(id);
+	});
+
+	function moveActive(delta: number) {
+		if (!flat.length) return;
+		let i = flat.findIndex((m) => m.id === activeId);
+		i = i < 0 ? (delta > 0 ? 0 : flat.length - 1) : i + delta;
+		i = Math.max(0, Math.min(flat.length - 1, i));
+		const next = flat[i];
+		activeId = next.id;
+		// Keyboard roving may step past the incremental window — extend it so
+		// the row exists, then reveal it.
+		if (i >= visibleCount) visibleCount = i + 24;
+		void tick().then(() => {
+			document
+				.querySelector<HTMLElement>(`[data-wf-row="${next.id}"]`)
+				?.scrollIntoView({ block: 'nearest' });
+		});
+	}
+
+	function pickActive() {
+		if (activeMeta) onPick(activeMeta.id);
+	}
+
+	export function focusSearch() {
+		searchEl?.focus();
+	}
+
+	function onKeydown(e: KeyboardEvent) {
+		if (e.defaultPrevented) return;
+		if (e.key === 'Escape') {
+			e.preventDefault();
+			onClose();
+			return;
+		}
+		const inSearch = e.target === searchEl;
+		if (e.key === 'ArrowDown' || (!inSearch && e.key === 'j')) {
+			e.preventDefault();
+			moveActive(1);
+		} else if (e.key === 'ArrowUp' || (!inSearch && e.key === 'k')) {
+			e.preventDefault();
+			moveActive(-1);
+		} else if (e.key === 'Enter' && !e.ctrlKey && !e.metaKey) {
+			e.preventDefault();
+			pickActive();
+		}
+	}
+
+	function onScroll() {
+		const el = listEl;
+		if (!el) return;
+		if (el.scrollTop + el.clientHeight >= el.scrollHeight - 240) {
+			if (visibleCount < flat.length) visibleCount += 48;
+		}
+	}
+</script>
+
+{#if open}
+	<!-- svelte-ignore a11y_no_static_element_interactions -->
+	<div class="bay-backdrop" onclick={onClose} aria-hidden="true"></div>
+{/if}
+<!-- svelte-ignore a11y_no_noninteractive_element_interactions -->
+<section
+	class="bay"
+	class:open
+	aria-label={t('desk.pickWorkflow')}
+	inert={!open}
+	onkeydown={onKeydown}
+>
+	<header class="bay-head">
+		<h2 class="bay-title">
+			<Icon name="playground" size={15} />
+			<span>{t('desk.pickWorkflow')}</span>
+		</h2>
+		<button type="button" class="a-btn ghost sm close" onclick={onClose} title={t('desk.keyClose')}>
+			<Icon name="close" size={14} />
+			<span class="lbl">{t('desk.keyClose')}</span>
+		</button>
+	</header>
+
+	<div class="bay-filters">
+		<LibraryFilters
+			bind:searchEl
+			{search}
+			{source}
+			{favOnly}
+			{resultHint}
+			onSetSearch={(v) => (search = v)}
+			onSetSource={(s) => (source = s)}
+			onToggleFav={() => (favOnly = !favOnly)}
+		/>
+	</div>
+
+	{#if source === 'cloud'}
+		<div class="cloud-note" role="note">
+			<Icon name="alert" size={16} />
+			<p class="cloud-title">{t('desk.bayCloudTitle')}</p>
+			<p class="cloud-body">{t('desk.bayCloudBody')}</p>
+		</div>
+	{:else if !metas.length}
+		<div class="bay-empty">
+			<p>{t('desk.noWorkflows')}</p>
+			<a class="a-btn ghost sm" href="/connections">{t('studio.wfEmptyGo')}</a>
+		</div>
+	{:else}
+		<!-- svelte-ignore a11y_no_static_element_interactions -->
+		<div class="bay-list" bind:this={listEl} role="listbox" aria-label={t('desk.pickWorkflow')} onscroll={onScroll}>
+			{#each windowed as g (g.key)}
+				{#if g.visible.length}
+					<div class="group-label" aria-hidden="true">{g.label} · {g.rows.length}</div>
+					{#each g.visible as m (m.id)}
+						<div data-wf-row={m.id}>
+							<LibraryRow
+								meta={m}
+								current={m.id === selectedId}
+								active={m.id === activeId}
+								{endpoints}
+								onPick={() => onPick(m.id)}
+								onActive={() => (activeId = m.id)}
+							/>
+						</div>
+					{/each}
+				{/if}
+			{:else}
+				<p class="bay-none">{t('desk.wfNoMatch')}</p>
+			{/each}
+			{#if visibleCount < flat.length}
+				<button type="button" class="more a-btn ghost sm" onclick={() => (visibleCount += 48)}>
+					{t('desk.bayMore', { n: Math.min(48, flat.length - visibleCount) })}
+				</button>
+			{/if}
+		</div>
+		<footer class="bay-foot">
+			{#if pendingCount > 0}
+				<a class="pending-link" href="/connections">
+					{t('desk.bayPending', { n: pendingCount })}
+					<Icon name="chevron-right" size={12} />
+				</a>
+			{/if}
+			{#if activeMeta}
+				<span class="active-name" title={activeMeta.name}>{activeMeta.name}</span>
+			{/if}
+			<span class="keys">
+				<span class="a-kbd">↑↓</span>{t('desk.keySelect')}
+				<span class="a-kbd">Enter</span>{t('desk.keyUse')}
+				<span class="a-kbd">Esc</span>{t('desk.keyClose')}
+			</span>
+		</footer>
+	{/if}
+</section>
+
+<style>
+	.bay {
+		display: flex;
+		flex-direction: column;
+		height: 100%;
+		min-height: 0;
+		min-width: 0;
+		box-sizing: border-box;
+		padding: var(--sp-5) var(--sp-4) var(--sp-3);
+		overflow: hidden;
+	}
+	.bay-head {
+		display: flex;
+		align-items: center;
+		gap: var(--sp-2);
+		padding: 0 var(--sp-2) var(--sp-4);
+	}
+	.bay-title {
+		display: flex;
+		align-items: center;
+		gap: var(--sp-2);
+		margin: 0;
+		color: var(--text);
+		font-size: var(--fs-title);
+		font-weight: 600;
+	}
+	.bay-title :global(svg) {
+		color: var(--text-3);
+	}
+	.close {
+		margin-left: auto;
+	}
+	.close .lbl {
+		display: none;
+	}
+	.bay-filters {
+		padding: 0 var(--sp-1) var(--sp-3);
+	}
+	.bay-list {
+		flex: 1;
+		min-height: 0;
+		overflow-y: auto;
+		overscroll-behavior: contain;
+		display: flex;
+		flex-direction: column;
+		gap: 2px;
+		padding: var(--sp-1);
+	}
+	.group-label {
+		position: sticky;
+		top: 0;
+		z-index: 2;
+		padding: var(--sp-3) var(--sp-3) var(--sp-1);
+		background: linear-gradient(var(--bg-2) 82%, transparent);
+		color: var(--text-3);
+		font-size: var(--fs-mini);
+		letter-spacing: 0.04em;
+	}
+	.more {
+		align-self: center;
+		margin: var(--sp-3) 0;
+	}
+	.bay-none,
+	.bay-empty {
+		margin: 0;
+		padding: var(--sp-6) var(--sp-4);
+		color: var(--text-3);
+		font-size: var(--fs-aux);
+		text-align: center;
+	}
+	.bay-empty {
+		display: grid;
+		justify-content: center;
+		gap: var(--sp-3);
+	}
+	.bay-foot {
+		display: flex;
+		align-items: center;
+		gap: var(--sp-3);
+		padding: var(--sp-3) var(--sp-2) 0;
+		border-top: 1px solid var(--line);
+		font-size: var(--fs-mini);
+		color: var(--text-3);
+	}
+	.pending-link {
+		display: inline-flex;
+		align-items: center;
+		gap: 2px;
+		color: var(--text-2);
+		text-decoration: none;
+		white-space: nowrap;
+	}
+	.pending-link:hover {
+		color: var(--text);
+	}
+	.active-name {
+		overflow: hidden;
+		text-overflow: ellipsis;
+		white-space: nowrap;
+		color: var(--text-2);
+	}
+	.keys {
+		display: inline-flex;
+		align-items: center;
+		gap: var(--sp-1);
+		margin-left: auto;
+		white-space: nowrap;
+	}
+	.keys .a-kbd:not(:first-child) {
+		margin-left: var(--sp-2);
+	}
+	.cloud-note {
+		display: grid;
+		justify-items: start;
+		gap: var(--sp-3);
+		margin: var(--sp-4) var(--sp-2);
+		padding: var(--sp-6);
+		border: 1px dashed var(--line-2);
+		border-radius: var(--r-lg);
+		color: var(--text-2);
+	}
+	.cloud-title {
+		margin: 0;
+		color: var(--text);
+		font-weight: 600;
+	}
+	.cloud-body {
+		margin: 0;
+		font-size: var(--fs-aux);
+		line-height: 1.6;
+	}
+
+	/* 窄/中屏：挑选台改为全屏浮层（计划中的最简可用降级）。 */
+	.bay-backdrop {
+		display: none;
+	}
+	@media (max-width: 1179px) {
+		.bay {
+			position: fixed;
+			left: 0;
+			right: 0;
+			top: var(--topbar-h);
+			bottom: 0;
+			z-index: 60;
+			background: var(--bg);
+			box-shadow: var(--shadow-float);
+			transform: translateY(12px);
+			opacity: 0;
+			pointer-events: none;
+			transition:
+				transform var(--d-drawer) var(--ease-drawer),
+				opacity var(--d-state) ease;
+		}
+		.bay.open {
+			transform: none;
+			opacity: 1;
+			pointer-events: auto;
+		}
+		.bay-backdrop {
+			display: block;
+			position: fixed;
+			inset: var(--topbar-h) 0 0 0;
+			z-index: 59;
+			background: var(--overlay);
+		}
+		.close .lbl {
+			display: inline;
+		}
+		.keys {
+			display: none;
+		}
+		:global(:root[data-reduce='1']) .bay {
+			transition: none;
+		}
+	}
+	@media (max-width: 760px) {
+		.bay {
+			top: 0;
+			padding: var(--sp-4) var(--sp-4) calc(var(--tabbar-h) + env(safe-area-inset-bottom));
+		}
+		.bay-backdrop {
+			inset: 0;
+		}
+	}
+</style>

calliope-web/src/lib/components/desk/WorkflowPreview.svelte

@@ -0,0 +1,247 @@
+<script lang="ts">
+	import Icon from '$lib/components/ui/Icon.svelte';
+	import type { Workflow, WorkflowMeta } from '$lib/comfy/types';
+	import { t } from '$lib/i18n.svelte';
+	import { usageLabel, slotSummary } from '$lib/components/generate/schema';
+	import InputRequirementBadge from './InputRequirementBadge.svelte';
+
+	/**
+	 * 输入要求预览 (HEL-683)：挑选台打开时右侧的详情面板——展示键盘/指针
+	 * 停留的工作流的名称、家族、说明与真实输入要求（S2 元数据 + 已加载的
+	 * 完整记录槽位摘要），确认后进入创作区。
+	 */
+	interface Props {
+		meta: WorkflowMeta | null;
+		full: Workflow | null;
+		currentId: number | null;
+		endpoints: Array<{ id: string; name: string }>;
+		onUse: () => void;
+		onToggleFav: (fav: boolean) => void;
+	}
+
+	let { meta, full, currentId, endpoints, onUse, onToggleFav }: Props = $props();
+
+	const isCurrent = $derived(meta != null && meta.id === currentId);
+	const broken = $derived((full?.warnings ?? []).some((w) => w.level === 'error'));
+	const endpointName = $derived.by(() => {
+		const id = meta?.endpoint_id;
+		if (!id) return t('desk.wfDefaultConn');
+		return endpoints.find((e) => e.id === id)?.name ?? t('desk.wfDefaultConn');
+	});
+	const CATEGORY_LABELS: Record<string, string> = {
+		basic: 'wfCat.basic',
+		audio_tts: 'wfCat.audioTts',
+		music: 'wfCat.music',
+		image: 'wfCat.image',
+		video: 'wfCat.video',
+		digital_human: 'wfCat.digitalHuman',
+		motion_transfer: 'wfCat.motionTransfer',
+	};
+</script>
+
+<div class="preview">
+	{#if meta}
+		<div class="head">
+			<h3 class="name" title={meta.name}>{meta.name}</h3>
+			<button
+				type="button"
+				class="fav"
+				class:on={meta.favorite}
+				aria-pressed={meta.favorite}
+				aria-label={t('desk.bayFavOnly')}
+				title={meta.favorite ? t('desk.pvUnfav') : t('desk.pvFav')}
+				onclick={() => onToggleFav(!meta.favorite)}
+			>
+				<Icon name="star" size={16} />
+			</button>
+		</div>
+		<div class="tags">
+			{#if meta.usage}<span class="a-tag accent">{usageLabel(meta.usage)}</span>{/if}
+			{#if meta.model_family}<span class="a-tag">{meta.model_family}</span>{/if}
+			{#if meta.category && CATEGORY_LABELS[meta.category]}
+				<span class="a-tag">{t(CATEGORY_LABELS[meta.category])}</span>
+			{/if}
+			{#if isCurrent}<span class="a-tag ok">{t('desk.pvCurrent')}</span>{/if}
+			{#if broken}<span class="a-tag err">{t('desk.wfBroken')}</span>{/if}
+		</div>
+
+		{#if meta.description}
+			<p class="desc">{meta.description}</p>
+		{/if}
+
+		<section class="sec">
+			<h4 class="sec-title">{t('desk.bayReqTitle')}</h4>
+			<div class="req-line">
+				<InputRequirementBadge io={meta.media_io} />
+			</div>
+			{#if full}
+				<p class="slot-summary">{slotSummary(full)}</p>
+			{:else}
+				<p class="slot-summary dim">{t('desk.pvSlotsLoading')}</p>
+			{/if}
+		</section>
+
+		<dl class="kv">
+			<div class="kv-row">
+				<dt>{t('studio.connLabel')}</dt>
+				<dd>{endpointName}</dd>
+			</div>
+			{#if meta.last_used_at}
+				<div class="kv-row">
+					<dt>{t('desk.pvLastUsed')}</dt>
+					<dd>{new Date(meta.last_used_at).toLocaleString()}</dd>
+				</div>
+			{/if}
+			{#if (full?.input_schema ?? []).length}
+				<div class="kv-row">
+					<dt>{t('desk.pvParamCount')}</dt>
+					<dd>{(full?.input_schema ?? []).length}</dd>
+				</div>
+			{/if}
+		</dl>
+
+		<div class="use">
+			<button type="button" class="a-btn primary" disabled={broken} onclick={onUse}>
+				<Icon name="check" size={13} />
+				{isCurrent ? t('desk.pvBackCreate') : t('desk.pvUse')}
+			</button>
+			{#if broken}<p class="use-hint">{t('studio.errWfBroken')}</p>{/if}
+		</div>
+	{:else}
+		<div class="preview-empty">
+			<Icon name="search" size={20} />
+			<p>{t('desk.pvEmpty')}</p>
+		</div>
+	{/if}
+</div>
+
+<style>
+	.preview {
+		display: flex;
+		flex-direction: column;
+		gap: var(--sp-4);
+		flex: 1;
+		min-height: 0;
+		box-sizing: border-box;
+		height: 100%;
+		padding: var(--sp-7);
+		overflow-y: auto;
+	}
+	.head {
+		display: flex;
+		align-items: flex-start;
+		gap: var(--sp-3);
+	}
+	.name {
+		flex: 1;
+		min-width: 0;
+		margin: 0;
+		color: var(--text);
+		font-size: var(--fs-title);
+		font-weight: 600;
+		line-height: 1.4;
+		overflow-wrap: anywhere;
+	}
+	.fav {
+		flex-shrink: 0;
+		display: grid;
+		place-items: center;
+		width: 32px;
+		height: 32px;
+		border: 1px solid var(--line);
+		border-radius: var(--r-md);
+		background: none;
+		color: var(--text-3);
+		cursor: pointer;
+		transition:
+			color var(--d-state) ease,
+			background-color var(--d-state) ease;
+	}
+	.fav.on {
+		color: var(--accent);
+		background: var(--accent-soft);
+	}
+	.fav:focus-visible {
+		outline: none;
+		box-shadow: 0 0 0 1px var(--accent-line);
+	}
+	.tags {
+		display: flex;
+		flex-wrap: wrap;
+		gap: var(--sp-1);
+	}
+	.desc {
+		margin: 0;
+		color: var(--text-2);
+		font-size: var(--fs-aux);
+		line-height: 1.65;
+		white-space: pre-line;
+	}
+	.sec {
+		display: grid;
+		gap: var(--sp-2);
+		padding: var(--sp-4);
+		border: 1px solid var(--line);
+		border-radius: var(--r-lg);
+		background: var(--bg-2);
+	}
+	.sec-title {
+		margin: 0;
+		color: var(--text-3);
+		font-size: var(--fs-mini);
+		letter-spacing: 0.05em;
+	}
+	.req-line {
+		display: flex;
+	}
+	.slot-summary {
+		margin: 0;
+		color: var(--text-2);
+		font-size: var(--fs-aux);
+	}
+	.slot-summary.dim {
+		color: var(--text-3);
+	}
+	.kv {
+		display: grid;
+		gap: var(--sp-1);
+		margin: 0;
+	}
+	.kv-row {
+		display: flex;
+		gap: var(--sp-3);
+		font-size: var(--fs-aux);
+	}
+	.kv-row dt {
+		flex-shrink: 0;
+		width: 72px;
+		color: var(--text-3);
+	}
+	.kv-row dd {
+		margin: 0;
+		color: var(--text-2);
+		min-width: 0;
+		overflow-wrap: anywhere;
+	}
+	.use {
+		display: flex;
+		flex-direction: column;
+		gap: var(--sp-2);
+		margin-top: auto;
+		padding-top: var(--sp-4);
+	}
+	.use-hint {
+		margin: 0;
+		color: var(--err);
+		font-size: var(--fs-mini);
+	}
+	.preview-empty {
+		display: grid;
+		place-content: center;
+		justify-items: center;
+		gap: var(--sp-3);
+		height: 100%;
+		color: var(--text-3);
+		font-size: var(--fs-aux);
+	}
+</style>

calliope-web/src/lib/components/generate/Composer.svelte

@@ -0,0 +1,424 @@
+<script lang="ts">
+	import Icon from '$lib/components/ui/Icon.svelte';
+	import ShellPop from '$lib/components/shell/ShellPop.svelte';
+	import type { ComfyDynamicInput, Workflow } from '$lib/comfy/types';
+	import { t } from '$lib/i18n.svelte';
+	import ParamChip from './ParamChip.svelte';
+	import SlotTray from './SlotTray.svelte';
+	import { chipValue, type BlockReason, type DeskSchema, type FormValue, type FormValues } from './schema';
+
+	/**
+	 * 输入台 (spec-v2 §3.3): slots from the workflow JSON, the prompt, and one
+	 * row of chips — workflow, connection, common params, 参数 — ending in
+	 * 生成 with its reason line. The whole composer takes dropped files.
+	 * ≤760px it collapses to one line and rises as a bottom sheet on focus.
+	 * HEL-683: the workflow chip no longer opens a dropdown — it expands the
+	 * desk's middle picker bay (StudioDesk WorkflowBay), the single picker.
+	 */
+	interface Props {
+		ds: DeskSchema;
+		values: FormValues;
+		current: Workflow | null;
+		endpoints: Array<{ id: string; name: string }>;
+		endpointId: string;
+		conn: { state: 'ok' | 'fail' | 'untested' | 'dry'; ms?: number | null };
+		errors: Record<string, string>;
+		showErrors: boolean;
+		block: BlockReason | null;
+		changedCount: number;
+		submitting: boolean;
+		/** Shows 已提交 on the button for --d-flash. */
+		sent: boolean;
+		slotBusy?: boolean;
+		promptEl?: HTMLTextAreaElement | null;
+		onSet: (nodeId: string, value: FormValue) => void;
+		onOpenBay: () => void;
+		onPickEndpoint: (id: string) => void;
+		onSubmit: () => void;
+		onReveal: () => void;
+		onOpenParams: () => void;
+		onFromResults: (nodeId: string) => void;
+	}
+
+	let {
+		ds,
+		values,
+		current,
+		endpoints,
+		endpointId,
+		conn,
+		errors,
+		showErrors,
+		block,
+		changedCount,
+		submitting,
+		sent,
+		slotBusy = $bindable(false),
+		promptEl = $bindable(null),
+		onSet,
+		onOpenBay,
+		onPickEndpoint,
+		onSubmit,
+		onReveal,
+		onOpenParams,
+		onFromResults,
+	}: Props = $props();
+
+	let tray = $state<ReturnType<typeof SlotTray> | null>(null);
+	let root = $state<HTMLElement | null>(null);
+	let dragDepth = $state(0);
+	let expanded = $state(false);
+	let connOpen = $state(false);
+
+	const hasSlots = $derived(ds.slots.length + ds.lists.length > 0);
+	const promptVal = $derived(ds.prompt ? String(values[ds.prompt.nodeId] ?? '') : '');
+	const promptErr = $derived(showErrors && ds.prompt ? errors[ds.prompt.nodeId] : undefined);
+	const endpointName = $derived(endpoints.find((e) => e.id === endpointId)?.name ?? t('desk.noConn'));
+
+	/** Composer chips: ratio, the width × height pair, resolution, duration, seed. */
+	const chips = $derived.by(() => {
+		const out: Array<{ key: string; inputs: ComfyDynamicInput[]; text: string }> = [];
+		if (ds.ratio) out.push({ key: ds.ratio.nodeId, inputs: [ds.ratio], text: chipValue(ds.ratio, values, ds) });
+		if (ds.width && ds.height) {
+			const w = values[ds.width.nodeId] ?? ds.width.defaultValue ?? '?';
+			const h = values[ds.height.nodeId] ?? ds.height.defaultValue ?? '?';
+			out.push({ key: ds.width.nodeId, inputs: [ds.width, ds.height], text: `${w}×${h}` });
+		} else {
+			for (const inp of [ds.width, ds.height]) {
+				if (inp) out.push({ key: inp.nodeId, inputs: [inp], text: `${inp.label} ${chipValue(inp, values, ds)}` });
+			}
+		}
+		for (const inp of [ds.resolution, ds.duration, ds.seed]) {
+			if (inp) out.push({ key: inp.nodeId, inputs: [inp], text: chipValue(inp, values, ds) });
+		}
+		return out;
+	});
+
+	function onDrop(e: DragEvent) {
+		e.preventDefault();
+		dragDepth = 0;
+		const files = Array.from(e.dataTransfer?.files ?? []);
+		if (files.length) tray?.dropFiles(files);
+	}
+
+	function hasFiles(e: DragEvent): boolean {
+		return Array.from(e.dataTransfer?.types ?? []).includes('Files');
+	}
+
+	function onFocusOut(e: FocusEvent) {
+		const next = e.relatedTarget as Node | null;
+		if (!next || !root?.contains(next)) expanded = false;
+	}
+
+	function onKeydown(e: KeyboardEvent) {
+		if (e.key === 'Escape' && expanded && !e.defaultPrevented) {
+			expanded = false;
+			(document.activeElement as HTMLElement | null)?.blur();
+		}
+	}
+</script>
+
+<div class="composer-wrap">
+	<div class="a-sprocket" aria-hidden="true"></div>
+	<!-- svelte-ignore a11y_no_static_element_interactions -->
+	<div
+		bind:this={root}
+		class="composer"
+		class:drag={dragDepth > 0}
+		class:expanded
+		onfocusin={() => (expanded = true)}
+		onfocusout={onFocusOut}
+		onkeydown={onKeydown}
+		ondragenter={(e) => {
+			if (!hasFiles(e)) return;
+			e.preventDefault();
+			dragDepth += 1;
+		}}
+		ondragleave={() => (dragDepth = Math.max(0, dragDepth - 1))}
+		ondragover={(e) => hasFiles(e) && e.preventDefault()}
+		ondrop={onDrop}
+	>
+		{#if hasSlots}
+			<div class="slots">
+				<SlotTray bind:this={tray} bind:busy={slotBusy} {ds} {values} {showErrors} {errors} {onSet} {onFromResults} />
+			</div>
+		{/if}
+
+		{#if ds.prompt}
+			<textarea
+				bind:this={promptEl}
+				id="desk-prompt"
+				class="prompt"
+				class:invalid={!!promptErr}
+				rows="2"
+				value={promptVal}
+				placeholder={t('desk.promptPh')}
+				aria-label={t('studio.promptLabel')}
+				aria-invalid={!!promptErr || undefined}
+				aria-keyshortcuts="Control+Enter Meta+Enter /"
+				oninput={(e) => onSet(ds.prompt!.nodeId, e.currentTarget.value)}
+			></textarea>
+			{#if promptErr}<p class="a-slot-hint err prompt-err" role="alert">{promptErr}</p>{/if}
+		{:else if current}
+			<p class="no-prompt">{t('desk.noPromptInput')}</p>
+		{/if}
+
+		<div class="foot">
+			<div class="picker">
+				<button
+					type="button"
+					id="desk-wf"
+					class="a-chip wf"
+					title={current?.name ?? t('desk.pickWorkflow')}
+					onclick={onOpenBay}
+				>
+					<Icon name="playground" size={14} />
+					<span class="lbl">{current?.name ?? t('desk.pickWorkflow')}</span>
+				</button>
+			</div>
+			<div class="conn opt">
+				<button
+					type="button"
+					id="desk-conn"
+					class="a-chip"
+					class:err={conn.state === 'fail'}
+					aria-haspopup="dialog"
+					aria-expanded={connOpen}
+					title={t('studio.connLabel')}
+					onclick={() => (connOpen = !connOpen)}
+				>
+					<span class="status-chip-dot {conn.state === 'ok' ? 'run' : conn.state === 'fail' ? 'fail' : 'idle'}"></span>
+					<span class="lbl">{endpointName}</span>
+					{#if conn.state === 'ok' && conn.ms != null}<span class="mono">· {Math.round(conn.ms)} ms</span>{/if}
+					{#if conn.state === 'dry'}<span>· {t('desk.dryRun')}</span>{/if}
+				</button>
+				<ShellPop bind:open={connOpen} label={t('studio.connLabel')} placement="top" width="280px">
+					<div class="a-menu-group">{t('studio.connLabel')}</div>
+					{#each endpoints as ep (ep.id)}
+						<button
+							type="button"
+							class="a-menu-item"
+							aria-current={ep.id === endpointId ? 'true' : undefined}
+							onclick={() => {
+								onPickEndpoint(ep.id);
+								connOpen = false;
+							}}
+						>
+							<span class="a-menu-label">{ep.name}</span>
+						</button>
+					{/each}
+					<a class="a-menu-item" href="/connections">
+						<Icon name="link" size={15} />
+						<span class="a-menu-label">{t('studio.connManage')}</span>
+					</a>
+				</ShellPop>
+			</div>
+			{#each chips as c (c.key)}
+				<div class="opt">
+					<ParamChip
+						inputs={c.inputs}
+						{values}
+						text={c.text}
+						invalid={showErrors && c.inputs.some((i) => !!errors[i.nodeId]?.trim())}
+						{onSet}
+					/>
+				</div>
+			{/each}
+			{#if ds.common.length + ds.advanced.length > 0}
+				<button type="button" class="a-chip opt" class:changed={changedCount > 0} onclick={onOpenParams}>
+					<Icon name="settings" size={14} />
+					<span class="lbl">
+						{changedCount > 0 ? t('desk.paramsChanged', { n: changedCount }) : t('desk.paramsAll')}
+					</span>
+				</button>
+			{/if}
+
+			<div class="submit">
+				{#if block}
+					<button type="button" class="why" class:err={block.tone === 'err'} onclick={onReveal}>
+						{block.text}
+					</button>
+				{/if}
+				<button
+					type="button"
+					class="a-btn primary gen"
+					class:sent
+					disabled={!!block || submitting || slotBusy}
+					aria-keyshortcuts="Control+Enter Meta+Enter"
+					title={t('desk.genHint')}
+					onclick={onSubmit}
+				>
+					<span class="l-idle"><Icon name="sparkle" size={13} />{t('desk.generate')}</span>
+					<span class="l-sent" aria-hidden={!sent}><Icon name="check" size={13} />{t('desk.sent')}</span>
+				</button>
+			</div>
+		</div>
+	</div>
+</div>
+
+<style>
+	.composer-wrap {
+		padding: var(--sp-2) var(--sp-7) var(--sp-6);
+	}
+	.a-sprocket {
+		margin: 0 var(--sp-2) var(--sp-3);
+	}
+	.composer {
+		border: 1px solid var(--line-2);
+		border-radius: var(--r-lg);
+		background: var(--composer-bg);
+		transition:
+			border-color var(--d-state) ease,
+			box-shadow var(--d-state) ease;
+	}
+	.composer:focus-within {
+		border-color: var(--accent-line);
+		box-shadow: var(--composer-focus);
+	}
+	.composer.drag {
+		border-color: var(--accent-line);
+		box-shadow: 0 0 0 3px var(--accent-soft);
+	}
+	.slots {
+		max-height: 40vh;
+		overflow-y: auto;
+	}
+	.prompt {
+		display: block;
+		box-sizing: border-box;
+		width: 100%;
+		min-height: 52px;
+		max-height: 180px;
+		padding: var(--sp-5) var(--sp-6) var(--sp-2);
+		border: 0;
+		outline: 0;
+		background: transparent;
+		color: var(--text);
+		font: inherit;
+		line-height: 1.6;
+		resize: none;
+		field-sizing: content;
+	}
+	.prompt:focus-visible {
+		outline: 0;
+	}
+	.prompt::placeholder {
+		color: var(--text-3);
+	}
+	.prompt-err,
+	.no-prompt {
+		margin: 0;
+		padding: 0 var(--sp-6);
+	}
+	.no-prompt {
+		padding-top: var(--sp-5);
+		font-size: var(--fs-aux);
+		color: var(--text-3);
+	}
+	.foot {
+		display: flex;
+		flex-wrap: wrap;
+		align-items: center;
+		gap: var(--sp-2);
+		padding: var(--sp-2) var(--sp-3) var(--sp-3);
+	}
+	.picker {
+		position: relative;
+		min-width: 0;
+	}
+	.conn {
+		position: relative;
+	}
+	.submit {
+		display: flex;
+		align-items: center;
+		gap: var(--sp-4);
+		margin-left: auto;
+	}
+	.why {
+		padding: 0;
+		border: 0;
+		background: none;
+		font: inherit;
+		font-size: var(--fs-aux);
+		color: var(--warn);
+		white-space: nowrap;
+		text-decoration: underline dotted;
+		text-underline-offset: 3px;
+		cursor: pointer;
+	}
+	.why.err {
+		color: var(--err);
+	}
+	/* 生成：按下即缩，提交后文字换成「已提交」约 --d-flash，期间仍可再次提交 */
+	.gen {
+		display: inline-grid;
+		min-width: 84px;
+		border-radius: var(--r-pill);
+	}
+	.gen > span {
+		grid-area: 1 / 1;
+		display: inline-flex;
+		align-items: center;
+		justify-content: center;
+		gap: var(--sp-1);
+		transition:
+			opacity var(--d-state) ease,
+			transform var(--d-pop) var(--ease-out);
+	}
+	.gen .l-sent {
+		opacity: 0;
+		transform: translateY(8px);
+	}
+	.gen.sent .l-idle {
+		opacity: 0;
+		transform: translateY(-8px);
+	}
+	.gen.sent .l-sent {
+		opacity: 1;
+		transform: none;
+	}
+	:global(:root[data-reduce='1']) .gen > span {
+		transform: none;
+	}
+
+	@media (max-width: 1179px) {
+		.composer-wrap {
+			padding: var(--sp-2) var(--sp-6) var(--sp-5);
+		}
+	}
+	@media (max-width: 760px) {
+		.composer-wrap {
+			padding: var(--sp-1) var(--sp-4) var(--sp-4);
+		}
+		.composer:not(.expanded) .slots,
+		.composer:not(.expanded) .opt {
+			display: none;
+		}
+		.composer:not(.expanded) .prompt {
+			min-height: 40px;
+			max-height: 40px;
+			padding: var(--sp-4) var(--sp-5) var(--sp-1);
+			white-space: nowrap;
+			overflow: hidden;
+		}
+		.composer.expanded {
+			position: fixed;
+			left: 0;
+			right: 0;
+			bottom: calc(var(--tabbar-h) + env(safe-area-inset-bottom));
+			z-index: 45;
+			border-bottom: 0;
+			border-radius: var(--r-lg) var(--r-lg) 0 0;
+			box-shadow: var(--shadow-float);
+			max-height: calc(100dvh - var(--topbar-h) - var(--tabbar-h));
+			overflow-y: auto;
+		}
+		.composer.expanded .slots {
+			max-height: none;
+		}
+		.submit {
+			gap: var(--sp-3);
+		}
+	}
+</style>

calliope-web/src/lib/components/generate/ContextBar.svelte

@@ -0,0 +1,74 @@
+<script lang="ts">
+	import Icon from '$lib/components/ui/Icon.svelte';
+	import { t } from '$lib/i18n.svelte';
+	import { backHref, type DeskContext } from './context';
+
+	/**
+	 * 上下文条 (spec-v2 §3.3): the desk was opened from a creation stage.
+	 * Says where from. With a full source identity (HEL-684) results can
+	 * be flowed back per take from the result card; otherwise the old
+	 * note stands — results stay in the desk feed, nothing is written back.
+	 */
+	interface Props {
+		ctx: DeskContext;
+		projectTitle: string;
+		onDismiss: () => void;
+	}
+
+	let { ctx, projectTitle, onDismiss }: Props = $props();
+
+	const stageName = $derived(t(`workbench.stage.${ctx.stage}`));
+	const canFlowBack = $derived(!!ctx.sourceKind && !!ctx.sourceId);
+</script>
+
+<div class="context-bar" role="status">
+	<Icon name="link" size={14} />
+	<span class="from">
+		<b>{t('desk.ctxFrom', { project: projectTitle })}</b>{#if ctx.label}&nbsp;· {ctx.label}{/if}
+	</span>
+	<span class="note">
+		{canFlowBack ? t('desk.ctxBackfill', { stage: stageName }) : t('desk.ctxNoBackfill', { stage: stageName })}
+	</span>
+	<a class="a-btn ghost xs back" href={backHref(ctx)}>{t('desk.ctxBack', { stage: stageName })}</a>
+	<button type="button" class="a-btn ghost xs" aria-label={t('desk.ctxDismiss')} onclick={onDismiss}>
+		<Icon name="close" size={12} />
+	</button>
+</div>
+
+<style>
+	.context-bar {
+		display: flex;
+		align-items: center;
+		flex-wrap: wrap;
+		gap: var(--sp-2) var(--sp-4);
+		margin: var(--sp-4) var(--sp-7) 0;
+		padding: var(--sp-3) var(--sp-5);
+		border-radius: var(--r-md);
+		background: var(--run-soft);
+		color: var(--text);
+		font-size: var(--fs-aux);
+	}
+	.context-bar > :global(svg) {
+		color: var(--run);
+	}
+	.from b {
+		color: var(--run);
+		font-weight: 600;
+	}
+	.note {
+		color: var(--text-2);
+	}
+	.back {
+		margin-left: auto;
+	}
+	@media (max-width: 1179px) {
+		.context-bar {
+			margin: var(--sp-4) var(--sp-6) 0;
+		}
+	}
+	@media (max-width: 760px) {
+		.context-bar {
+			margin: var(--sp-3) var(--sp-5) 0;
+		}
+	}
+</style>

calliope-web/src/lib/components/generate/Inspector.svelte

@@ -0,0 +1,581 @@
+<script lang="ts">
+	import type { Snippet } from 'svelte';
+	import Icon from '$lib/components/ui/Icon.svelte';
+	import { assetUrl } from '$lib/api';
+	import type { Job, Workflow } from '$lib/comfy/types';
+	import { progressFor } from '$lib/jobProgress';
+	import { jobStatusInfo } from '$lib/jobStatus';
+	import { parseDbTs } from '$lib/dbtime';
+	import { clearOutputMissing, markOutputMissing, missingOutputsOf } from '$lib/missingOutputs.svelte';
+	import { t } from '$lib/i18n.svelte';
+	import { exportLastFrame } from '$lib/media/lastFrame';
+	import { usageLabel } from './schema';
+	import { elapsedSec, fmtClock, fmtDur, inputsOf, isVideoOutput, promptOf, specOf } from './takes';
+
+	/**
+	 * 检视区 (spec-v2 §3.3): 结果 shows the selected take on the projection
+	 * stage with its spec, inputs and workflow; 参数 hosts the full form.
+	 * ≥1180 it is a column (hide with ]), 761–1179 a right overlay, ≤760
+	 * fullscreen — `overlay` / `open` drive the last two.
+	 * D 批 (HEL-654): pointer picks cross-fade the stage 150ms (键盘
+	 * ↑↓/J/K 即时无动画), a finished/just-picked video auto-plays muted,
+	 * failed takes get 重试, and a done take whose files no longer load
+	 * shows the amber 文件缺失 state with 用相同参数重做 / 移除记录.
+	 */
+	interface Props {
+		tab: 'result' | 'params';
+		job: Job | null;
+		wf: Workflow | undefined;
+		nowMs: number;
+		open: boolean;
+		/** Collapsed or off-screen — nothing inside may take focus. */
+		inactive: boolean;
+		/** Current workflow can take an image output (送入当前图片槽). */
+		canSendToSlot: boolean;
+		/** Animate this result change (pointer pick) — 150ms cross-fade. */
+		crossfade: boolean;
+		/** Bump to auto-play the stage video (pointer pick / completion). */
+		playSignal: number;
+		/** The stage <video> element, for the desk's space-bar toggle. */
+		videoEl?: HTMLVideoElement | null;
+		params: Snippet;
+		onClose: () => void;
+		onReuse: (job: Job) => void;
+		onRetry: (job: Job) => void;
+		onSendToSlot: (path: string) => void;
+		onDelete: (job: Job) => void;
+	}
+
+	let {
+		tab = $bindable(),
+		job,
+		wf,
+		nowMs,
+		open,
+		inactive,
+		canSendToSlot,
+		crossfade,
+		playSignal,
+		videoEl = $bindable(null),
+		params,
+		onClose,
+		onReuse,
+		onRetry,
+		onSendToSlot,
+		onDelete,
+	}: Props = $props();
+
+	let outIndex = $state(0);
+	$effect.pre(() => {
+		void job?.id;
+		outIndex = 0;
+	});
+
+	const st = $derived(job ? jobStatusInfo(job) : null);
+	// §3.4 红/琥珀界线: amber only when the task SUCCEEDED but its files
+	// cannot be fetched — the failed case stays red.
+	const gonePaths = $derived(missingOutputsOf(job));
+	const fileGone = $derived(gonePaths.length > 0);
+	const outputs = $derived(job && st?.tone === 'ok' ? job.output_paths.filter((p) => !gonePaths.includes(p)) : []);
+	const output = $derived(outputs[Math.min(outIndex, outputs.length - 1)] ?? null);
+	const allOutputs = $derived(job && st?.tone === 'ok' ? job.output_paths : []);
+	const video = $derived(!!job && !!output && isVideoOutput(job, output));
+	const wfDeleted = $derived(!!job && job.workflow_id == null);
+	const prompt = $derived(job ? promptOf(job, wf) : '');
+	const inputs = $derived(job ? inputsOf(job, wf) : []);
+	const spec = $derived(job ? specOf(job, wf) : []);
+	const endpoint = $derived(
+		((job?.payload?.endpoint as Record<string, unknown> | undefined)?.name as string | undefined) ?? '',
+	);
+	const progress = $derived.by(() => {
+		if (!job || job.status !== 'running') return 0;
+		const live = progressFor(job.id);
+		const phase = live?.phase ?? job.phase;
+		if (phase !== 'comfy_running' && phase !== 'saving') return 0;
+		return live?.progress ?? 3;
+	});
+	let dims = $state('');
+	$effect.pre(() => {
+		void output;
+		dims = '';
+	});
+	function noteImg(e: Event) {
+		const img = e.currentTarget as HTMLImageElement;
+		dims = `${img.naturalWidth}×${img.naturalHeight}`;
+	}
+	function noteVideo(e: Event) {
+		const v = e.currentTarget as HTMLVideoElement;
+		dims = `${v.videoWidth}×${v.videoHeight}`;
+	}
+
+	// 完成或点选后自动播放（静音）；键盘切换不触发。
+	$effect(() => {
+		void playSignal;
+		if (inactive || tab !== 'result' || !videoEl) return;
+		videoEl.muted = true;
+		videoEl.play().catch(() => {});
+	});
+
+	function reduced(): boolean {
+		return (
+			document.documentElement.dataset.reduce === '1' ||
+			window.matchMedia('(prefers-reduced-motion: reduce)').matches
+		);
+	}
+
+	/** 150ms 交叉淡变 on pointer picks; keyboard switches stay instant. */
+	function xfade(_node: Element) {
+		const ms = crossfade ? (reduced() ? 120 : 150) : 0;
+		return { duration: ms, css: (t: number) => `opacity: ${t}` };
+	}
+
+	const mediaKey = $derived(`${job?.id ?? 'none'}:${output ?? st?.tone ?? ''}`);
+
+	let frameBusy = $state(false);
+	async function exportTail() {
+		const src = assetUrl(output);
+		if (!src || frameBusy) return;
+		frameBusy = true;
+		try {
+			await exportLastFrame(src);
+		} finally {
+			frameBusy = false;
+		}
+	}
+</script>
+
+<aside class="inspector" class:open inert={inactive} aria-label={t('desk.inspector')}>
+	<div class="tabs">
+		<div class="a-seg" role="group" aria-label={t('desk.inspector')}>
+			<button type="button" aria-pressed={tab === 'result'} onclick={() => (tab = 'result')}>{t('desk.tabResult')}</button>
+			<button type="button" aria-pressed={tab === 'params'} onclick={() => (tab = 'params')}>{t('desk.tabParams')}</button>
+		</div>
+		<span class="keys"><span class="a-kbd">]</span>{t('desk.keyInspector')}</span>
+		<button type="button" class="a-btn ghost sm close" aria-label={t('desk.closeInspector')} onclick={onClose}>
+			<Icon name="close" size={14} />
+		</button>
+	</div>
+
+	<div class="body">
+		{#if tab === 'params'}
+			{@render params()}
+		{:else if !job || !st}
+			<div class="a-stage stage"><div class="stage-empty">{t('desk.pickTake')}</div></div>
+		{:else}
+			<div class="a-stage stage">
+				{#key mediaKey}
+					<div class="stage-media" in:xfade out:xfade>
+						{#if output && video}
+							<!-- svelte-ignore a11y_media_has_caption -->
+							<div class="print a-photo">
+								{#if st.tone === 'ok' && !fileGone}<span class="a-fix">{t('jobst.done')}</span>{/if}
+								<video
+									bind:this={videoEl}
+									src={assetUrl(output)}
+									controls
+									playsinline
+									preload="metadata"
+									onloadedmetadata={(e) => {
+										clearOutputMissing(output);
+										noteVideo(e);
+									}}
+									onerror={() => output && markOutputMissing(output)}
+								></video>
+							</div>
+						{:else if output}
+							<div class="print a-photo">
+								{#if st.tone === 'ok' && !fileGone}<span class="a-fix">{t('jobst.done')}</span>{/if}
+								<img
+									src={assetUrl(output)}
+									alt={prompt || t('desk.tabResult')}
+									onload={(e) => {
+										clearOutputMissing(output);
+										noteImg(e);
+									}}
+									onerror={() => output && markOutputMissing(output)}
+								/>
+							</div>
+						{:else if fileGone}
+							<div class="stage-empty gone">
+								<span>{t('desk.missingTitle')}</span>
+								<span class="sub">{t('desk.missingSub')}</span>
+							</div>
+						{:else}
+							<div class="stage-empty">
+								<span>{st.label}</span>
+								<span class="sub">{st.tone === 'fail' ? t('desk.notGenerated') : st.detail}</span>
+								{#if progress > 0}
+									<div class="a-progress stage-bar" style:--p={progress / 100}><i></i></div>
+								{/if}
+							</div>
+						{/if}
+					</div>
+				{/key}
+			</div>
+
+			{#if allOutputs.length > 1}
+				<div class="strip" role="group" aria-label={t('desk.outputs')}>
+					{#each allOutputs as p, i (p)}
+						<button
+							type="button"
+							class="strip-item"
+							class:gone={gonePaths.includes(p)}
+							aria-pressed={p === output}
+							aria-label={t('desk.outputN', { n: i + 1 })}
+							onclick={() => (outIndex = i)}
+						>
+							{#if isVideoOutput(job, p)}
+								<Icon name="film" size={14} />
+							{:else}
+								<img src={assetUrl(p)} alt="" loading="lazy" />
+							{/if}
+						</button>
+					{/each}
+				</div>
+			{/if}
+
+			<div class="meta">
+				{#if dims}<span class="mono"><b>{dims}</b></span>{/if}
+				{#each spec as s (s.label)}
+					{#if !(dims && s.label === t('desk.specSize'))}
+						<span>{s.label} <b class="mono">{s.value}</b></span>
+					{/if}
+				{/each}
+				<span>{t('desk.elapsed')} <b class="mono">{fmtDur(elapsedSec(job, nowMs))}</b></span>
+				{#if endpoint}<span>{endpoint}</span>{/if}
+			</div>
+
+			<div class="actions">
+				{#if fileGone && !outputs.length}
+					<button type="button" class="a-btn secondary sm" onclick={() => onRetry(job)}>{t('desk.redo')}</button>
+					<button type="button" class="a-btn danger sm" onclick={() => onDelete(job)}>{t('desk.removeRecord')}</button>
+				{:else}
+					<button type="button" class="a-btn secondary sm" onclick={() => onReuse(job)}>{t('desk.reuseToComposer')}</button>
+					{#if output && !video && canSendToSlot}
+						<button type="button" class="a-btn secondary sm" onclick={() => onSendToSlot(output)}>
+							{t('desk.sendToSlot')}
+						</button>
+					{/if}
+					{#if output}
+						<a class="a-btn secondary sm" href={assetUrl(output)} download>{t('desk.download')}</a>
+					{/if}
+					{#if output && video}
+						<button
+							type="button"
+							class="a-btn secondary sm"
+							title={t('lastFrame.hint')}
+							disabled={frameBusy}
+							aria-busy={frameBusy}
+							onclick={exportTail}
+						>
+							{frameBusy ? t('lastFrame.exporting') : t('lastFrame.export')}
+						</button>
+					{/if}
+					{#if st.tone === 'fail'}
+						<button type="button" class="a-btn secondary sm" onclick={() => onRetry(job)}>{t('common.retry')}</button>
+					{/if}
+					{#if job.status !== 'pending' && job.status !== 'running'}
+						<button type="button" class="a-btn danger sm" onclick={() => onDelete(job)}>{t('studio.deleteBtn')}</button>
+					{/if}
+				{/if}
+			</div>
+
+			{#if st.tone === 'fail'}
+				<div class="note err" role="alert">{st.detail}</div>
+			{:else if fileGone}
+				<div class="note warn" role="alert">{t('jobst.missingDetail')}</div>
+			{/if}
+
+			{#if inputs.length || prompt}
+				<div class="section-title">{t('desk.inputs')}</div>
+				{#if inputs.length}
+					<div class="inputs">
+						{#each inputs as inp (inp.label + inp.path)}
+							{#if inp.kind === 'image'}
+								<img class="mini" src={assetUrl(inp.path)} alt={inp.label} title={inp.label} loading="lazy" />
+							{:else}
+								<span class="mini glyph" title={inp.label}><Icon name={inp.kind === 'video' ? 'film' : 'music'} size={14} /></span>
+							{/if}
+						{/each}
+					</div>
+				{/if}
+				{#if prompt}<p class="prompt">{prompt}</p>{/if}
+			{/if}
+
+			<div class="section-title">{t('desk.workflow')}</div>
+			<dl class="kv">
+				<dt>{t('desk.kvName')}</dt>
+				<dd>
+					{wf?.name ?? t('studio.jobName', { id: job.id })}
+					{#if wfDeleted}<span class="a-tag wf-gone">{t('studio.wfDeletedTag')}</span>{/if}
+				</dd>
+				{#if wf?.usage}
+					<dt>{t('desk.kvUsage')}</dt>
+					<dd>{usageLabel(wf.usage)}</dd>
+				{/if}
+				<dt>{t('desk.kvCreated')}</dt>
+				<dd class="mono">{fmtClock(parseDbTs(job.created_at))}</dd>
+				{#if job.comfy_prompt_id}
+					<dt>{t('desk.kvPromptId')}</dt>
+					<dd class="mono">{job.comfy_prompt_id}</dd>
+				{/if}
+			</dl>
+		{/if}
+	</div>
+</aside>
+
+<style>
+	.inspector {
+		display: flex;
+		flex-direction: column;
+		min-width: 0;
+		min-height: 0;
+		overflow: hidden;
+		border-left: 1px solid var(--line);
+		background: var(--bg);
+	}
+	.tabs {
+		display: flex;
+		align-items: center;
+		gap: var(--sp-2);
+		padding: var(--sp-4) var(--sp-5);
+		border-bottom: 1px solid var(--line);
+	}
+	.keys {
+		display: inline-flex;
+		align-items: center;
+		gap: var(--sp-1);
+		margin-left: auto;
+		font-size: var(--fs-mini);
+		color: var(--text-3);
+	}
+	.close {
+		padding: 0 var(--sp-3);
+	}
+	.body {
+		flex: 1;
+		min-height: 0;
+		overflow-y: auto;
+		padding: var(--sp-6);
+	}
+	.stage {
+		aspect-ratio: 16 / 10;
+		display: grid;
+		place-items: center;
+	}
+	.stage-media {
+		position: absolute;
+		inset: 0;
+		display: grid;
+		place-items: center;
+		padding: var(--sp-5);
+		box-sizing: border-box;
+	}
+	/* 相纸白边 (HEL-680)：检视舞台上的结果按相纸呈现，媒体自适应内含 */
+	.print {
+		position: relative;
+		display: grid;
+		max-width: 100%;
+		max-height: 100%;
+		--paper-w: 5px;
+	}
+	.print > img,
+	.print > video {
+		display: block;
+		max-width: 100%;
+		max-height: 100%;
+		width: auto;
+		height: auto;
+	}
+	.stage-empty {
+		display: grid;
+		place-items: center;
+		gap: var(--sp-2);
+		padding: var(--sp-6);
+		text-align: center;
+		color: var(--text-3);
+		font-size: var(--fs-aux);
+	}
+	.stage-empty.gone {
+		color: var(--warn);
+	}
+	.stage-empty .sub {
+		color: var(--text-3);
+		font-size: var(--fs-mini);
+	}
+	.stage-bar {
+		width: 160px;
+	}
+	.strip {
+		display: flex;
+		flex-wrap: wrap;
+		gap: var(--sp-2);
+		margin-top: var(--sp-4);
+	}
+	.strip-item {
+		display: grid;
+		place-items: center;
+		width: 44px;
+		height: 44px;
+		padding: 0;
+		overflow: hidden;
+		border: 1px solid var(--line-2);
+		border-radius: var(--r-sm);
+		background: var(--bg-3);
+		color: var(--text-3);
+		cursor: pointer;
+	}
+	.strip-item[aria-pressed='true'] {
+		border-color: var(--accent);
+	}
+	.strip-item.gone {
+		border-style: dashed;
+		border-color: var(--warn);
+		color: var(--warn);
+	}
+	.strip-item img {
+		width: 100%;
+		height: 100%;
+		object-fit: cover;
+	}
+	.meta {
+		display: flex;
+		flex-wrap: wrap;
+		gap: var(--sp-2) var(--sp-5);
+		margin: var(--sp-5) 0;
+		font-size: var(--fs-aux);
+		color: var(--text-3);
+	}
+	.meta b {
+		color: var(--text-2);
+		font-weight: 500;
+	}
+	.actions {
+		display: flex;
+		flex-wrap: wrap;
+		gap: var(--sp-2);
+	}
+	.note {
+		margin-top: var(--sp-5);
+		padding: var(--sp-3) var(--sp-4);
+		border-radius: var(--r-md);
+		font-size: var(--fs-aux);
+		word-break: break-word;
+	}
+	.note.err {
+		background: var(--err-soft);
+		color: var(--err);
+	}
+	.note.warn {
+		background: var(--warn-soft);
+		color: var(--warn);
+	}
+	.section-title {
+		margin: var(--sp-7) 0 var(--sp-3);
+		font-size: var(--fs-aux);
+		color: var(--text-3);
+	}
+	.inputs {
+		display: flex;
+		flex-wrap: wrap;
+		gap: var(--sp-2);
+		margin-bottom: var(--sp-3);
+	}
+	.mini {
+		width: 40px;
+		height: 40px;
+		border-radius: var(--r-sm);
+		border: 1px solid var(--line-2);
+		object-fit: cover;
+	}
+	.mini.glyph {
+		display: grid;
+		place-items: center;
+		background: var(--bg-3);
+		color: var(--text-3);
+		box-sizing: border-box;
+	}
+	.prompt {
+		margin: 0;
+		padding: var(--sp-4) var(--sp-5);
+		border-radius: var(--r-md);
+		background: var(--bg-3);
+		color: var(--text-2);
+		font-size: var(--fs-aux);
+		white-space: pre-wrap;
+		word-break: break-word;
+	}
+	.kv {
+		display: grid;
+		grid-template-columns: 92px 1fr;
+		gap: var(--sp-2) var(--sp-4);
+		margin: 0;
+		font-size: var(--fs-aux);
+	}
+	.kv dt {
+		color: var(--text-3);
+	}
+	.kv dd {
+		margin: 0;
+		color: var(--text-2);
+		word-break: break-all;
+	}
+	.kv .wf-gone {
+		margin-left: var(--sp-2);
+	}
+
+	/* ≥1180: a column of the desk grid; the close button hides it (]) */
+	@media (max-width: 1179px) {
+		.inspector {
+			position: fixed;
+			top: var(--topbar-h);
+			right: 0;
+			bottom: 0;
+			z-index: 40;
+			width: min(420px, 100vw);
+			box-shadow: var(--shadow-float);
+			transform: translateX(100%);
+			visibility: hidden;
+			transition:
+				transform var(--d-drawer) var(--ease-drawer),
+				visibility 0s linear var(--d-drawer);
+		}
+		.inspector.open {
+			transform: none;
+			visibility: visible;
+			transition:
+				transform var(--d-drawer) var(--ease-drawer),
+				visibility 0s;
+		}
+		:global(:root[data-reduce='1']) .inspector {
+			transform: none;
+			opacity: 0;
+			transition:
+				opacity var(--d-drawer) ease,
+				visibility 0s linear var(--d-drawer);
+		}
+		:global(:root[data-reduce='1']) .inspector.open {
+			opacity: 1;
+			transition:
+				opacity var(--d-drawer) ease,
+				visibility 0s;
+		}
+		.keys {
+			display: none;
+		}
+		.close {
+			margin-left: auto;
+		}
+	}
+	@media (max-width: 760px) {
+		.inspector {
+			top: 0;
+			z-index: 70;
+			width: 100vw;
+			border-left: 0;
+		}
+		.body {
+			padding: var(--sp-5);
+		}
+	}
+</style>

calliope-web/src/lib/components/generate/ParamChip.svelte

@@ -0,0 +1,179 @@
+<script lang="ts">
+	import ShellPop from '$lib/components/shell/ShellPop.svelte';
+	import type { ComfyDynamicInput } from '$lib/comfy/types';
+	import { t } from '$lib/i18n.svelte';
+	import { inputRole, isChanged, type FormValue, type FormValues } from './schema';
+
+	/**
+	 * One common parameter as a composer chip (spec-v2 §3.3 参数芯片): the
+	 * pop edits it in place — options list for selects, a number field for
+	 * the rest (seed adds 随机) — and 恢复原值 returns to the workflow value.
+	 * `inputs` holds two entries for the width × height pair.
+	 */
+	interface Props {
+		inputs: ComfyDynamicInput[];
+		values: FormValues;
+		text: string;
+		title?: string;
+		invalid?: boolean;
+		onSet: (nodeId: string, value: FormValue) => void;
+	}
+
+	let { inputs, values, text, title, invalid = false, onSet }: Props = $props();
+
+	let open = $state(false);
+	const changed = $derived(inputs.some((i) => isChanged(i, values)));
+	const single = $derived(inputs.length === 1 ? inputs[0] : null);
+	const uid = Math.random().toString(36).slice(2, 8);
+
+	function current(inp: ComfyDynamicInput): string {
+		const v = values[inp.nodeId] ?? inp.defaultValue ?? '';
+		return Array.isArray(v) ? v.join(',') : String(v);
+	}
+
+	function setNumber(inp: ComfyDynamicInput, raw: string) {
+		if (raw === '') return onSet(inp.nodeId, '');
+		const n = Number(raw);
+		onSet(inp.nodeId, Number.isNaN(n) ? raw : n);
+	}
+
+	function restore() {
+		for (const inp of inputs) onSet(inp.nodeId, inp.defaultValue ?? '');
+	}
+
+	function randomSeed(inp: ComfyDynamicInput) {
+		const max = Math.min(inp.max ?? 2 ** 32 - 1, Number.MAX_SAFE_INTEGER);
+		const min = Math.max(inp.min ?? 0, 0);
+		onSet(inp.nodeId, min + Math.floor(Math.random() * (max - min + 1)));
+	}
+
+	function pickOption(inp: ComfyDynamicInput, opt: string) {
+		onSet(inp.nodeId, opt);
+		open = false;
+	}
+</script>
+
+<div class="param-chip">
+	<button
+		type="button"
+		class="a-chip"
+		class:changed={changed && !invalid}
+		class:err={invalid}
+		aria-haspopup="dialog"
+		aria-expanded={open}
+		title={title ?? inputs.map((i) => i.label).join(' × ')}
+		onclick={() => (open = !open)}
+	>
+		<span class="lbl">{text}</span>
+	</button>
+	<ShellPop bind:open label={inputs.map((i) => i.label).join(' × ')} placement="top" width="260px">
+		{#if single?.kind === 'select' && single.options?.length}
+			<div class="a-menu-group">{single.label}</div>
+			{#each single.options as opt (opt)}
+				<button
+					type="button"
+					class="a-menu-item"
+					aria-current={current(single) === opt ? 'true' : undefined}
+					onclick={() => pickOption(single, opt)}
+				>
+					<span class="a-menu-label">{opt}</span>
+					{#if String(single.defaultValue ?? '') === opt}
+						<span class="a-menu-meta">{t('desk.origValue')}</span>
+					{/if}
+				</button>
+			{/each}
+		{:else}
+			<div class="fields">
+				{#each inputs as inp (inp.nodeId)}
+					{@const id = `pc-${uid}-${inp.nodeId.replace(/[^a-zA-Z0-9_-]/g, '')}`}
+					<div class="field-row">
+						<label class="field-label" for={id}>
+							{inp.label}
+							{#if inp.defaultValue !== undefined && inp.defaultValue !== ''}
+								<span class="orig mono">{t('cdf.orig', { v: String(inp.defaultValue) })}</span>
+							{/if}
+						</label>
+						<div class="inline">
+							{#if inp.kind === 'number'}
+								<input
+									{id}
+									class="a-input mono"
+									class:invalid
+									type="number"
+									inputmode="numeric"
+									value={current(inp)}
+									oninput={(e) => setNumber(inp, e.currentTarget.value)}
+									onkeydown={(e) => e.key === 'Enter' && (open = false)}
+								/>
+							{:else}
+								<input
+									{id}
+									class="a-input"
+									class:invalid
+									type="text"
+									value={current(inp)}
+									oninput={(e) => onSet(inp.nodeId, e.currentTarget.value)}
+									onkeydown={(e) => e.key === 'Enter' && (open = false)}
+								/>
+							{/if}
+							{#if inputRole(inp) === 'seed'}
+								<button type="button" class="a-btn secondary sm" onclick={() => randomSeed(inp)}>
+									{t('desk.seedRandom')}
+								</button>
+							{/if}
+						</div>
+						{#if inp.min != null || inp.max != null}
+							<span class="field-hint mono">{inp.min ?? '−∞'} – {inp.max ?? '∞'}</span>
+						{/if}
+					</div>
+				{/each}
+			</div>
+		{/if}
+		{#if changed}
+			<div class="foot">
+				<button type="button" class="a-btn ghost sm" onclick={restore}>{t('desk.restoreOrig')}</button>
+			</div>
+		{/if}
+	</ShellPop>
+</div>
+
+<style>
+	.param-chip {
+		position: relative;
+		min-width: 0;
+	}
+	.fields {
+		display: grid;
+		gap: var(--sp-5);
+		padding: var(--sp-3);
+	}
+	.field-row {
+		display: grid;
+		gap: var(--sp-2);
+	}
+	.field-row .field-label {
+		display: flex;
+		justify-content: space-between;
+		gap: var(--sp-3);
+		margin: 0;
+	}
+	.orig {
+		font-size: var(--fs-mini);
+		color: var(--text-3);
+		font-weight: 400;
+	}
+	.inline {
+		display: flex;
+		gap: var(--sp-2);
+	}
+	.field-row .field-hint {
+		margin: 0;
+	}
+	.foot {
+		display: flex;
+		justify-content: flex-end;
+		padding: var(--sp-2) var(--sp-1) 0;
+		border-top: 1px solid var(--line);
+		margin-top: var(--sp-2);
+	}
+</style>

calliope-web/src/lib/components/generate/ParamsPanel.svelte

@@ -0,0 +1,198 @@
+<script lang="ts">
+	import ComfyDynamicForm from '$lib/components/ComfyDynamicForm.svelte';
+	import Icon from '$lib/components/ui/Icon.svelte';
+	import type { ComfyDynamicInput, Workflow } from '$lib/comfy/types';
+	import { t } from '$lib/i18n.svelte';
+	import type { DeskSchema, FormValue, FormValues } from './schema';
+
+	/**
+	 * 参数 (spec-v2 §3.3 检视区 · 参数): every non-media input the workflow
+	 * declares, each with its 原值 and a gold edge once changed. Common ones
+	 * first; the rest fold under 高级参数 — untouched, they keep the
+	 * workflow's own values.
+	 */
+	interface Props {
+		workflow: Workflow | null;
+		ds: DeskSchema;
+		values: FormValues;
+		errors: Record<string, string>;
+		showErrors: boolean;
+		changedCount: number;
+		onSet: (nodeId: string, value: FormValue) => void;
+		onRestoreAll: () => void;
+	}
+
+	let { workflow, ds, values, errors, showErrors, changedCount, onSet, onRestoreAll }: Props = $props();
+
+	let advancedOpen = $state(false);
+	const brokenReasons = $derived(
+		(workflow?.warnings ?? []).filter((w) => w.level === 'error').map((w) => w.message),
+	);
+	const advancedErr = $derived(showErrors && ds.advanced.some((i) => !!errors[i.nodeId]?.trim()));
+
+	$effect(() => {
+		if (advancedErr) advancedOpen = true;
+	});
+
+	function patch(inputs: ComfyDynamicInput[], next: Record<string, string | number>) {
+		for (const inp of inputs) {
+			const v = next[inp.nodeId];
+			if (v !== undefined && v !== values[inp.nodeId]) onSet(inp.nodeId, v);
+		}
+	}
+</script>
+
+<div class="params">
+	{#if !workflow}
+		<p class="note">{t('desk.pickWorkflow')}</p>
+	{:else}
+		{#if brokenReasons.length}
+			<div class="note err" role="alert">
+				<strong>{t('studio.wfBrokenTitle')}</strong>
+				<ul>
+					{#each brokenReasons as r (r)}<li>{r}</li>{/each}
+				</ul>
+				<span>{t('studio.wfBrokenHint')}</span>
+			</div>
+		{/if}
+		{#if !(workflow.input_schema ?? []).length}
+			<p class="note">{t('studio.wfNoParamsNote')}</p>
+		{:else if (workflow.input_schema ?? []).some((i) => i.auto)}
+			<p class="note">{t('studio.wfAutoParamsNote', { n: workflow.input_schema.length })}</p>
+		{/if}
+
+		{#if ds.common.length}
+			<div class="section-title">{t('desk.paramsCommon')}</div>
+			<ComfyDynamicForm
+				inputs={ds.common}
+				values={values as Record<string, string | number>}
+				quiet
+				showOrig
+				{errors}
+				{showErrors}
+				onChange={(v) => patch(ds.common, v)}
+			/>
+		{/if}
+
+		{#if ds.advanced.length}
+			<div class="fold">
+				<button
+					type="button"
+					class="fold-head"
+					class:err={advancedErr}
+					aria-expanded={advancedOpen}
+					aria-controls="desk-advanced"
+					onclick={() => (advancedOpen = !advancedOpen)}
+				>
+					<span class="chev" aria-hidden="true"><Icon name="play" size={10} /></span>
+					{t('desk.advanced', { n: ds.advanced.length })}
+				</button>
+				<div id="desk-advanced" class="collapse" class:open={advancedOpen} inert={!advancedOpen}>
+					<div class="collapse-in">
+						<ComfyDynamicForm
+							inputs={ds.advanced}
+							values={values as Record<string, string | number>}
+							quiet
+							showOrig
+							{errors}
+							{showErrors}
+							onChange={(v) => patch(ds.advanced, v)}
+						/>
+					</div>
+				</div>
+			</div>
+		{/if}
+
+		{#if changedCount > 0}
+			<div class="restore">
+				<button type="button" class="a-btn ghost sm" onclick={onRestoreAll}>
+					<Icon name="retry" size={13} />
+					{t('desk.restoreAll')}
+				</button>
+			</div>
+		{/if}
+	{/if}
+</div>
+
+<style>
+	.params {
+		display: grid;
+		gap: var(--sp-4);
+	}
+	.note {
+		margin: 0;
+		padding: var(--sp-3) var(--sp-4);
+		border-radius: var(--r-md);
+		background: var(--bg-3);
+		color: var(--text-3);
+		font-size: var(--fs-aux);
+	}
+	.note.err {
+		background: var(--err-soft);
+		color: var(--err);
+	}
+	.note ul {
+		margin: var(--sp-2) 0;
+		padding-left: 18px;
+	}
+	.section-title {
+		font-size: var(--fs-aux);
+		color: var(--text-3);
+	}
+	.fold {
+		border-top: 1px solid var(--line);
+	}
+	.fold-head {
+		display: flex;
+		align-items: center;
+		gap: var(--sp-2);
+		width: 100%;
+		padding: var(--sp-4) 0;
+		border: 0;
+		background: none;
+		color: var(--text-2);
+		font: inherit;
+		font-size: var(--fs-aux);
+		text-align: left;
+		cursor: pointer;
+		transition: color var(--d-state) ease;
+	}
+	.fold-head.err {
+		color: var(--err);
+	}
+	.chev {
+		display: inline-grid;
+		transition: transform var(--d-pop) var(--ease-out);
+	}
+	.fold-head[aria-expanded='true'] .chev {
+		transform: rotate(90deg);
+	}
+	@media (hover: hover) and (pointer: fine) {
+		.fold-head:hover {
+			color: var(--text);
+		}
+	}
+	.collapse {
+		display: grid;
+		grid-template-rows: 0fr;
+		opacity: 0;
+		transition:
+			grid-template-rows var(--d-enter) var(--ease-out),
+			opacity var(--d-state) ease;
+	}
+	.collapse.open {
+		grid-template-rows: 1fr;
+		opacity: 1;
+	}
+	.collapse-in {
+		min-height: 0;
+		overflow: hidden;
+	}
+	.collapse.open .collapse-in {
+		padding-bottom: var(--sp-2);
+	}
+	.restore {
+		display: flex;
+		justify-content: flex-end;
+	}
+</style>

calliope-web/src/lib/components/generate/SlotTray.svelte

@@ -0,0 +1,228 @@
+<script lang="ts">
+	import MediaSlot from '$lib/components/studio/MediaSlot.svelte';
+	import RefImageGrid from '$lib/components/studio/RefImageGrid.svelte';
+	import { mediaFileProblem } from '$lib/comfy/imageFile';
+	import { createUploadManager } from '$lib/comfy/useUpload.svelte';
+	import type { ComfyDynamicInput } from '$lib/comfy/types';
+	import { toast } from '$lib/toast';
+	import { t } from '$lib/i18n.svelte';
+	import { h3Warnings, listKind, listPaths, type DeskSchema, type FormValue, type FormValues, type SlotDef } from './schema';
+
+	/**
+	 * 输入槽 (spec-v2 §3.3): exactly the media inputs the workflow JSON wires —
+	 * text-to-image shows none, image-to-image one input, image-to-video a
+	 * first frame, ref-to-video the 1–N list. Owns uploads and rejects;
+	 * values flow back through `onSet`.
+	 */
+	interface Props {
+		ds: DeskSchema;
+		values: FormValues;
+		showErrors: boolean;
+		errors: Record<string, string>;
+		/** True while any upload runs (generate waits for it). */
+		busy?: boolean;
+		onSet: (nodeId: string, value: FormValue) => void;
+		onFromResults: (nodeId: string) => void;
+	}
+
+	let { ds, values, showErrors, errors, busy = $bindable(false), onSet, onFromResults }: Props = $props();
+
+	const uploads = createUploadManager();
+	type Reject = { name: string; message: string };
+	let rejects = $state<Record<string, Reject[]>>({});
+	let fileSizes = $state<Record<string, number>>({});
+	let replacingKey = $state('');
+	let replacingIndex = $state(-1);
+
+	$effect(() => {
+		busy = Object.keys(uploads.uploading).length > 0;
+	});
+
+	// A different workflow starts with no stale rejects.
+	$effect(() => {
+		void ds;
+		rejects = {};
+	});
+
+	const warns = $derived(h3Warnings(ds, values));
+
+	function setRejects(nodeId: string, list: Reject[]) {
+		rejects = { ...rejects, [nodeId]: list };
+	}
+
+	async function upload(nodeId: string, file: File): Promise<string | null> {
+		const path = await uploads.uploadSafe(nodeId, file);
+		if (path) fileSizes = { ...fileSizes, [path]: file.size };
+		return path;
+	}
+
+	async function slotFile(s: SlotDef, file: File) {
+		const problem = mediaFileProblem(s.mediaKind, file);
+		if (problem) {
+			setRejects(s.inp.nodeId, [{ name: file.name, message: problem }]);
+			return;
+		}
+		setRejects(s.inp.nodeId, []);
+		const path = await upload(s.inp.nodeId, file);
+		if (path) onSet(s.inp.nodeId, path);
+	}
+
+	/** Add picked/dropped files in order; a batch that would pass `max` is refused whole. */
+	async function groupAdd(entry: ComfyDynamicInput, files: File[]) {
+		const key = entry.nodeId;
+		const mk = listKind(entry);
+		const max = entry.max ?? 9;
+		const ok = files.filter((f) => !mediaFileProblem(mk, f));
+		setRejects(
+			key,
+			files.filter((f) => mediaFileProblem(mk, f)).map((f) => ({ name: f.name, message: mediaFileProblem(mk, f)! })),
+		);
+		const start = listPaths(values, entry);
+		if (start.length + ok.length > max) {
+			toast.error(t('studio.errRefMax', { max, n: start.length, k: ok.length }));
+			return;
+		}
+		for (const f of ok) {
+			const path = await upload(key, f);
+			if (!path) break;
+			onSet(key, [...listPaths(values, entry), path]);
+		}
+	}
+
+	async function groupReplace(entry: ComfyDynamicInput, index: number, file: File) {
+		const key = entry.nodeId;
+		const problem = mediaFileProblem(listKind(entry), file);
+		if (problem) {
+			setRejects(key, [{ name: file.name, message: problem }]);
+			return;
+		}
+		setRejects(key, []);
+		replacingKey = key;
+		replacingIndex = index;
+		try {
+			const path = await upload(key, file);
+			if (path) onSet(key, listPaths(values, entry).map((p, i) => (i === index ? path : p)));
+		} finally {
+			replacingKey = '';
+			replacingIndex = -1;
+		}
+	}
+
+	function fileKind(f: File): 'image' | 'video' | 'audio' {
+		if (f.type.startsWith('video/')) return 'video';
+		if (f.type.startsWith('audio/')) return 'audio';
+		return 'image';
+	}
+
+	/** Composer-wide drop: each file goes to the first wired slot of its kind with room. */
+	export function dropFiles(files: File[]) {
+		const pending = new Map<string, File[]>();
+		const taken = new Set<string>();
+		let unplaced = 0;
+		for (const f of files) {
+			const mk = fileKind(f);
+			const slot = ds.slots.find(
+				(s) =>
+					s.mediaKind === mk &&
+					!s.mask &&
+					!taken.has(s.inp.nodeId) &&
+					!String(values[s.inp.nodeId] ?? ''),
+			);
+			if (slot) {
+				taken.add(slot.inp.nodeId);
+				void slotFile(slot, f);
+				continue;
+			}
+			const list = ds.lists.find((g) => listKind(g) === mk);
+			if (list) {
+				pending.set(list.nodeId, [...(pending.get(list.nodeId) ?? []), f]);
+				continue;
+			}
+			unplaced += 1;
+		}
+		for (const [nodeId, batch] of pending) {
+			const entry = ds.lists.find((g) => g.nodeId === nodeId);
+			if (entry) void groupAdd(entry, batch);
+		}
+		if (unplaced) toast.error(t('desk.dropNoSlot', { n: unplaced }));
+	}
+</script>
+
+{#if ds.slots.length || ds.lists.length}
+	<div class="tray">
+		{#each ds.slots as s (s.inp.nodeId)}
+			{@const reject = rejects[s.inp.nodeId]?.[0]}
+			<MediaSlot
+				label={s.label}
+				hint={s.lastFrame && !s.inp.required ? t('studio.slotOptional') : undefined}
+				required={s.inp.required}
+				value={String(values[s.inp.nodeId] ?? '')}
+				kind={s.mediaKind}
+				size={fileSizes[String(values[s.inp.nodeId] ?? '')]}
+				uploading={uploads.isUploading(s.inp.nodeId)}
+				uploadName={uploads.uploading[s.inp.nodeId]}
+				need={showErrors && !!errors[s.inp.nodeId]}
+				error={reject?.message ?? (showErrors ? errors[s.inp.nodeId] : undefined)}
+				allowFromResults={s.fromResults}
+				anchorId={`slot-${s.inp.nodeId}`}
+				onFile={(f) => slotFile(s, f)}
+				onFromResults={() => onFromResults(s.inp.nodeId)}
+				onClear={() => {
+					setRejects(s.inp.nodeId, []);
+					onSet(s.inp.nodeId, '');
+				}}
+			/>
+		{/each}
+		{#each ds.lists as entry (entry.nodeId)}
+			<RefImageGrid
+				label={entry.label}
+				mediaKind={listKind(entry)}
+				paths={listPaths(values, entry)}
+				max={entry.max ?? 9}
+				sizes={fileSizes}
+				uploadingName={uploads.uploading[entry.nodeId]}
+				uploadingIndex={replacingKey === entry.nodeId ? replacingIndex : -1}
+				rejects={rejects[entry.nodeId] ?? []}
+				need={showErrors && !!errors[entry.nodeId]}
+				error={showErrors ? errors[entry.nodeId] : undefined}
+				allowFromResults={entry.kind === 'image_list'}
+				anchorId={`slot-${entry.nodeId}`}
+				onAdd={(files) => groupAdd(entry, files)}
+				onReplace={(i, file) => groupReplace(entry, i, file)}
+				onRemove={(i) => onSet(entry.nodeId, listPaths(values, entry).filter((_, j) => j !== i))}
+				onDismissReject={(i) => setRejects(entry.nodeId, (rejects[entry.nodeId] ?? []).filter((_, j) => j !== i))}
+				onFromResults={entry.kind === 'image_list' ? () => onFromResults(entry.nodeId) : undefined}
+			/>
+		{/each}
+	</div>
+	{#if showErrors && errors.firstLast}
+		<p class="a-slot-hint err note">{errors.firstLast}</p>
+	{/if}
+	{#if ds.hasH3Hint}
+		<div class="note" role="note">
+			<p class="a-slot-hint">{t('wfMedia.h3Limits')}</p>
+			{#each warns as w (w)}
+				<p class="a-slot-hint warn">{w}</p>
+			{/each}
+		</div>
+	{/if}
+{/if}
+
+<style>
+	.tray {
+		display: flex;
+		flex-wrap: wrap;
+		gap: var(--sp-3) var(--sp-6);
+		padding: var(--sp-4) var(--sp-5) 0;
+	}
+	.note {
+		margin: 0;
+		padding: var(--sp-2) var(--sp-5) 0;
+	}
+	.note p {
+		margin: 0;
+	}
+	.warn {
+		color: var(--warn);
+	}
+</style>

calliope-web/src/lib/components/generate/TakeCard.svelte

@@ -0,0 +1,647 @@
+<script lang="ts">
+	import Icon from '$lib/components/ui/Icon.svelte';
+	import { assetUrl } from '$lib/api';
+	import type { Job, Workflow } from '$lib/comfy/types';
+	import { progressFor } from '$lib/jobProgress';
+	import { jobStatusInfo } from '$lib/jobStatus';
+	import { parseDbTs } from '$lib/dbtime';
+	import { clearOutputMissing, markOutputMissing, missingOutputsOf } from '$lib/missingOutputs.svelte';
+	import { t } from '$lib/i18n.svelte';
+	import { usageLabel } from './schema';
+	import {
+		elapsedSec,
+		fmtClock,
+		fmtDur,
+		inputsOf,
+		isVideoOutput,
+		promptOf,
+		workbenchCtxOf,
+	} from './takes';
+
+	/**
+	 * 一条记录 (spec-v2 §3.3 记录卡): workflow · usage · time, the prompt, the
+	 * inputs it used, its real state (phase / progress / time / error) and
+	 * the first output. The whole card selects; actions sit above it.
+	 * D 批 (HEL-654): the gold sel-mark frame slides between cards on
+	 * pointer selection (driven by the feed), new takes enter with a
+	 * 220ms rise, completion flashes once, failure shakes once, a done
+	 * take whose files no longer load turns amber (文件缺失) with
+	 * 用相同参数重做 / 移除记录, and takes on a deleted workflow are
+	 * marked as such instead of pretending nothing changed.
+	 * HEL-684: a take generated with a real workbench source offers an
+	 * explicit 回流到源项目 action; once flowed back it shows 已回流 and
+	 * a direct 返回项目 link instead.
+	 */
+	interface Props {
+		job: Job;
+		wf: Workflow | undefined;
+		selected: boolean;
+		nowMs: number;
+		busy?: boolean;
+		/** Play the 220ms entrance rise (new take / undo restore). */
+		enter?: boolean;
+		/** One-shot 900ms gold flash on completion. */
+		flash?: boolean;
+		/** One-shot failure shake. */
+		shake?: boolean;
+		/** Flow-back request in flight (HEL-684). */
+		attachBusy?: boolean;
+		onSelect: () => void;
+		onReuse: () => void;
+		onRetry: () => void;
+		onCancel: () => void;
+		onDelete: () => void;
+		onAttach?: () => void;
+	}
+
+	let {
+		job,
+		wf,
+		selected,
+		nowMs,
+		busy = false,
+		enter = false,
+		flash = false,
+		shake = false,
+		attachBusy = false,
+		onSelect,
+		onReuse,
+		onRetry,
+		onCancel,
+		onDelete,
+		onAttach,
+	}: Props = $props();
+
+	const st = $derived(jobStatusInfo(job));
+	// §3.4 红/琥珀界线: red follows the backend task status only. Amber is
+	// reserved for a SUCCEEDED take whose product files no longer load.
+	const gonePaths = $derived(missingOutputsOf(job));
+	const fileGone = $derived(gonePaths.length > 0);
+	const tone = $derived(fileGone ? 'warn' : st.tone === 'queue' ? '' : st.tone === 'fail' ? 'err' : st.tone);
+	const label = $derived(fileGone ? t('jobst.missing') : st.label);
+	const wfDeleted = $derived(job.workflow_id == null);
+	const prompt = $derived(promptOf(job, wf));
+	const inputs = $derived(inputsOf(job, wf).filter((i) => i.kind === 'image'));
+	const output = $derived(
+		fileGone
+			? (job.output_paths.find((p) => !gonePaths.includes(p)) ?? null)
+			: (job.output_paths[0] ?? null),
+	);
+	const progress = $derived.by(() => {
+		if (job.status !== 'running') return 0;
+		const live = progressFor(job.id);
+		const phase = live?.phase ?? job.phase;
+		if (phase !== 'comfy_running' && phase !== 'saving') return 0;
+		return live?.progress ?? 3;
+	});
+	const active = $derived(job.status === 'pending' || job.status === 'running');
+	const name = $derived(wf?.name ?? t('studio.jobName', { id: job.id }));
+	// HEL-684: flow-back only for finished takes with files and a real,
+	// still-recorded workbench source; the attached marker comes from the
+	// server so it survives reloads.
+	const wbCtx = $derived(workbenchCtxOf(job));
+	const attached = $derived(
+		!!job.workbench_attach && !!wbCtx && job.workbench_attach.target_id === wbCtx.sourceId,
+	);
+	const canAttach = $derived(
+		!!onAttach && !!wbCtx && !attached && st.tone === 'ok' && !fileGone && !!output,
+	);
+
+	let portrait = $state(false);
+	let clipSec = $state<number | null>(null);
+	let errOpen = $state(false);
+
+	function noteImage(e: Event) {
+		const img = e.currentTarget as HTMLImageElement;
+		portrait = img.naturalHeight > img.naturalWidth;
+	}
+
+	function noteVideo(e: Event) {
+		const v = e.currentTarget as HTMLVideoElement;
+		portrait = v.videoHeight > v.videoWidth;
+		if (Number.isFinite(v.duration)) clipSec = v.duration;
+	}
+</script>
+
+<article
+	class="take"
+	class:selected
+	class:enter
+	class:done-flash={flash}
+	class:shake
+	data-job={job.id}
+>
+	<span class="sel-mark" aria-hidden="true"></span>
+	<button
+		type="button"
+		class="hit"
+		aria-pressed={selected}
+		aria-label={`${name} · ${label}`}
+		onclick={onSelect}
+	></button>
+
+	<div class="head">
+		<span class="name">{name}</span>
+		{#if wfDeleted}<span class="a-tag">{t('studio.wfDeletedTag')}</span>{/if}
+		{#if wf?.usage}<span class="a-tag">{usageLabel(wf.usage)}</span>{/if}
+		<span class="meta mono">{fmtClock(parseDbTs(job.created_at))}</span>
+	</div>
+
+	{#if prompt}<p class="prompt">{prompt}</p>{/if}
+
+	{#if inputs.length}
+		<div class="inputs" aria-label={t('desk.inputs')}>
+			{#each inputs.slice(0, 5) as inp (inp.path + inp.label)}
+				<img class="mini" src={assetUrl(inp.path)} alt={inp.label} title={inp.label} loading="lazy" />
+			{/each}
+			{#if inputs.length > 5}<span class="more">+{inputs.length - 5}</span>{/if}
+		</div>
+	{/if}
+
+	<div class="state">
+		<span class="a-tag {tone}">{label}</span>
+		{#if st.tone === 'run'}
+			{#if progress > 0}
+				<div class="a-progress bar" style:--p={progress / 100}><i></i></div>
+			{/if}
+			<span class="txt">{fmtDur(elapsedSec(job, nowMs))}</span>
+		{:else if st.tone === 'ok' && !fileGone}
+			<span class="txt">{t('desk.took', { d: fmtDur(elapsedSec(job, nowMs)) })}</span>
+		{:else if st.tone === 'fail'}
+			<button
+				type="button"
+				class="err-txt"
+				class:open={errOpen}
+				title={st.detail}
+				aria-expanded={errOpen}
+				onclick={() => (errOpen = !errOpen)}
+			>
+				{st.detail}
+			</button>
+		{:else if fileGone}
+			<span class="gone-txt">{t('jobst.missingDetail')}</span>
+		{:else}
+			<span class="txt">{st.detail}</span>
+		{/if}
+		<div class="actions">
+			{#if fileGone}
+				<button type="button" class="a-btn ghost xs" disabled={busy} onclick={onRetry}>
+					{t('desk.redo')}
+				</button>
+				<button type="button" class="a-btn danger xs" onclick={onDelete}>{t('desk.removeRecord')}</button>
+			{:else}
+				{#if canAttach}
+					<button
+						type="button"
+						class="a-btn ghost xs attach"
+						disabled={attachBusy}
+						title={t('desk.attachHint', { label: wbCtx?.label ?? '' })}
+						onclick={() => onAttach?.()}
+					>
+						{attachBusy ? t('desk.attaching') : t('desk.attachToProject')}
+					</button>
+				{/if}
+				{#if attached && wbCtx}
+					<span class="a-tag ok" title={t('desk.attachHint', { label: wbCtx.label ?? '' })}>
+						{t('desk.attachedTag')}
+					</span>
+					<a class="a-btn ghost xs" href={`/workbench/${wbCtx.projectId}?stage=${wbCtx.stage}`}>
+						{t('desk.attachBack')}
+					</a>
+				{/if}
+				<button type="button" class="a-btn ghost xs" onclick={onReuse}>{t('desk.reuse')}</button>
+				{#if st.tone === 'fail' && job.error !== 'cancelled'}
+					<button type="button" class="a-btn ghost xs" disabled={busy} onclick={onRetry}>{t('common.retry')}</button>
+				{/if}
+				{#if active}
+					<button type="button" class="a-btn ghost xs" disabled={busy} onclick={onCancel}>{t('common.cancel')}</button>
+				{/if}
+				{#if output}
+					<a class="a-btn ghost xs" href={assetUrl(output)} download>{t('desk.download')}</a>
+				{/if}
+				{#if !active}
+					<button type="button" class="a-btn danger xs" onclick={onDelete}>{t('studio.deleteBtn')}</button>
+				{/if}
+			{/if}
+		</div>
+	</div>
+
+	<div class="out">
+		{#if output}
+			<div class="thumb a-photo" class:portrait>
+				{#if st.tone === 'ok' && !fileGone}<span class="a-fix">{t('jobst.done')}</span>{/if}
+				{#if isVideoOutput(job, output)}
+					<video
+						src={assetUrl(output)}
+						preload="metadata"
+						muted
+						playsinline
+						onloadedmetadata={(e) => {
+							clearOutputMissing(output);
+							noteVideo(e);
+						}}
+						onerror={() => output && markOutputMissing(output)}
+					></video>
+					<span class="play" aria-hidden="true"><Icon name="play" size={10} /></span>
+					{#if clipSec != null}<span class="badge mono">{fmtDur(clipSec)}</span>{/if}
+				{:else}
+					<img
+						src={assetUrl(output)}
+						alt=""
+						loading="lazy"
+						onload={(e) => {
+							clearOutputMissing(output);
+							noteImage(e);
+						}}
+						onerror={() => output && markOutputMissing(output)}
+					/>
+				{/if}
+				{#if job.output_paths.length > 1}<span class="count mono">×{job.output_paths.length}</span>{/if}
+			</div>
+		{:else if active}
+			<div class="thumb pending">{st.label}</div>
+		{:else if fileGone}
+			<div class="thumb gone">{t('jobst.missing')}</div>
+		{:else}
+			<div class="thumb missing">{t('desk.notGenerated')}</div>
+		{/if}
+	</div>
+</article>
+
+<style>
+	.take {
+		position: relative;
+		display: grid;
+		grid-template-columns: minmax(0, 1fr) auto;
+		gap: var(--sp-4) var(--sp-6);
+		margin-bottom: var(--sp-3);
+		padding: var(--sp-5) var(--sp-6);
+		border: 1px solid var(--line);
+		border-radius: var(--r-lg);
+		background: var(--bg-2);
+		transition:
+			border-color var(--d-state) ease,
+			background-color var(--d-state) ease,
+			box-shadow var(--d-state) ease;
+	}
+	/* 选中框：取景框角线从上一条记录滑到新选中的记录（feed 驱动 WAAPI，
+	   HEL-680 四角短线取代整框描边） */
+	.sel-mark {
+		position: absolute;
+		inset: -1px;
+		z-index: 3;
+		display: none;
+		pointer-events: none;
+		background-image:
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0);
+		background-position:
+			left top,
+			left top,
+			right top,
+			right top,
+			left bottom,
+			left bottom,
+			right bottom,
+			right bottom;
+		background-size:
+			14px 2px,
+			2px 14px,
+			14px 2px,
+			2px 14px,
+			14px 2px,
+			2px 14px,
+			14px 2px,
+			2px 14px;
+		background-repeat: no-repeat;
+	}
+	.take.selected {
+		border-color: transparent;
+		background: var(--accent-wash), var(--bg-3);
+		box-shadow: var(--sel-shadow);
+	}
+	.take.selected > .sel-mark {
+		display: block;
+	}
+	@media (hover: hover) and (pointer: fine) {
+		.take:hover:not(.selected) {
+			border-color: var(--line-2);
+			background: var(--bg-3);
+		}
+	}
+	/* 新记录 / 撤销恢复：220ms 上移 8px 入场（减动效只余淡变） */
+	.take.enter {
+		animation: take-in var(--d-enter) var(--ease-out);
+	}
+	@keyframes take-in {
+		from {
+			opacity: 0;
+			transform: translateY(8px);
+		}
+	}
+	/* 完成一次性金色光晕 900ms；失败原地轻抖一次 */
+	.take.done-flash {
+		animation: done-flash var(--d-flash) var(--ease-out);
+	}
+	@keyframes done-flash {
+		from {
+			box-shadow: var(--accent-glow), 0 0 0 1px var(--accent-line);
+		}
+	}
+	.take.shake {
+		animation: take-shake 320ms var(--ease-out);
+	}
+	@keyframes take-shake {
+		20% {
+			transform: translateX(-4px);
+		}
+		45% {
+			transform: translateX(4px);
+		}
+		70% {
+			transform: translateX(-2px);
+		}
+	}
+	:global(:root[data-reduce='1']) .take.enter {
+		animation: take-fade var(--d-state) ease;
+	}
+	:global(:root[data-reduce='1']) .take.done-flash,
+	:global(:root[data-reduce='1']) .take.shake {
+		animation: none;
+	}
+	@keyframes take-fade {
+		from {
+			opacity: 0;
+		}
+	}
+	.hit {
+		position: absolute;
+		inset: 0;
+		z-index: 0;
+		padding: 0;
+		border: 0;
+		border-radius: inherit;
+		background: transparent;
+		cursor: pointer;
+	}
+	.hit:focus-visible {
+		outline-offset: -2px;
+		border-radius: var(--r-lg);
+	}
+	.head,
+	.prompt,
+	.inputs,
+	.state {
+		grid-column: 1;
+		position: relative;
+		pointer-events: none;
+	}
+	.head {
+		display: flex;
+		align-items: center;
+		gap: var(--sp-3);
+		min-width: 0;
+	}
+	.name {
+		font-weight: 600;
+		white-space: nowrap;
+		overflow: hidden;
+		text-overflow: ellipsis;
+	}
+	.meta {
+		color: var(--text-3);
+		font-size: var(--fs-aux);
+		white-space: nowrap;
+	}
+	.prompt {
+		margin: 0;
+		color: var(--text-2);
+		font-size: var(--fs-body-sm);
+		display: -webkit-box;
+		-webkit-line-clamp: 2;
+		line-clamp: 2;
+		-webkit-box-orient: vertical;
+		overflow: hidden;
+	}
+	.inputs {
+		display: flex;
+		align-items: center;
+		gap: var(--sp-1);
+	}
+	.mini {
+		width: 26px;
+		height: 26px;
+		border-radius: 5px;
+		object-fit: cover;
+		border: 1px solid var(--line-2);
+	}
+	.more {
+		padding-left: 2px;
+		font-size: var(--fs-mini);
+		color: var(--text-3);
+	}
+	.state {
+		display: flex;
+		align-items: center;
+		gap: var(--sp-3);
+		min-height: 22px;
+		font-size: var(--fs-aux);
+	}
+	.bar {
+		flex: 0 0 140px;
+	}
+	.txt {
+		color: var(--text-2);
+		white-space: nowrap;
+	}
+	.gone-txt {
+		min-width: 0;
+		color: var(--warn);
+		white-space: nowrap;
+		overflow: hidden;
+		text-overflow: ellipsis;
+	}
+	/* 失败：一行中文结论自动展开，点开看完整详情 */
+	.err-txt {
+		min-width: 0;
+		max-width: 100%;
+		padding: 0;
+		border: 0;
+		background: transparent;
+		color: var(--err);
+		font: inherit;
+		font-size: var(--fs-aux);
+		text-align: left;
+		white-space: nowrap;
+		overflow: hidden;
+		text-overflow: ellipsis;
+		pointer-events: auto;
+		cursor: pointer;
+	}
+	.err-txt.open {
+		white-space: normal;
+		word-break: break-word;
+	}
+	.err-txt:focus-visible {
+		outline: 2px solid var(--accent);
+		outline-offset: 2px;
+		border-radius: var(--r-sm);
+	}
+	.actions {
+		display: flex;
+		gap: var(--sp-1);
+		margin-left: auto;
+		pointer-events: auto;
+		opacity: 0;
+		transition: opacity var(--d-state) ease;
+	}
+	.take:focus-within .actions,
+	.take.selected .actions {
+		opacity: 1;
+	}
+	@media (hover: hover) and (pointer: fine) {
+		.take:hover .actions {
+			opacity: 1;
+		}
+	}
+	@media (hover: none) {
+		.actions {
+			opacity: 1;
+		}
+	}
+	.out {
+		grid-column: 2;
+		grid-row: 1 / span 4;
+		align-self: start;
+		position: relative;
+		pointer-events: none;
+	}
+	.thumb {
+		position: relative;
+		width: 150px;
+		aspect-ratio: 16 / 9;
+		overflow: hidden;
+		border-radius: var(--r-md);
+		background: var(--bg-4);
+		box-shadow: inset 0 0 0 1px var(--on-media-line);
+	}
+	/* 相纸白边 (HEL-680)：有产出的记录缩略图按相纸呈现，压过占位态样式 */
+	.thumb.a-photo {
+		border-radius: 2px;
+		background: var(--accent);
+		box-shadow: 0 2px 12px rgba(0, 0, 0, 0.35);
+	}
+	.thumb.portrait {
+		width: 96px;
+		aspect-ratio: 3 / 4;
+	}
+	.thumb img,
+	.thumb video {
+		display: block;
+		width: 100%;
+		height: 100%;
+		object-fit: cover;
+	}
+	.badge,
+	.count {
+		position: absolute;
+		bottom: var(--sp-2);
+		padding: 1px 5px;
+		border-radius: 4px;
+		background: var(--media-scrim);
+		color: var(--on-media);
+		font-size: var(--fs-mini);
+	}
+	.badge {
+		right: var(--sp-2);
+	}
+	.count {
+		right: var(--sp-2);
+		top: var(--sp-2);
+		bottom: auto;
+	}
+	.play {
+		position: absolute;
+		left: var(--sp-2);
+		bottom: var(--sp-2);
+		display: grid;
+		place-items: center;
+		width: 22px;
+		height: 22px;
+		border-radius: 50%;
+		background: var(--media-scrim);
+		color: var(--on-media);
+	}
+	.thumb.pending,
+	.thumb.missing,
+	.thumb.gone {
+		display: grid;
+		place-items: center;
+		padding: var(--sp-2);
+		box-sizing: border-box;
+		text-align: center;
+		font-size: var(--fs-mini);
+		color: var(--text-3);
+		border: 1px dashed var(--line-2);
+		background: var(--bg-2);
+		box-shadow: none;
+	}
+	.thumb.pending {
+		border-style: solid;
+		color: var(--run);
+	}
+	.thumb.gone {
+		color: var(--warn);
+		border-color: var(--warn);
+	}
+	.thumb.pending::after {
+		content: '';
+		position: absolute;
+		inset: 0;
+		background: linear-gradient(100deg, transparent 30%, var(--run-soft) 50%, transparent 70%);
+		animation: take-sheen 1.4s linear infinite;
+	}
+	@keyframes take-sheen {
+		from {
+			transform: translateX(-100%);
+		}
+		to {
+			transform: translateX(100%);
+		}
+	}
+	:global(:root[data-reduce='1']) .thumb.pending::after {
+		animation: none;
+	}
+
+	@media (max-width: 760px) {
+		.take {
+			padding: var(--sp-4);
+		}
+		.head {
+			flex-wrap: wrap;
+			row-gap: 2px;
+		}
+		.out {
+			grid-row: 1 / span 2;
+		}
+		.state {
+			grid-column: 1 / -1;
+			flex-wrap: wrap;
+		}
+		.thumb {
+			width: 108px;
+		}
+		.thumb.portrait {
+			width: 72px;
+		}
+		.bar {
+			flex-basis: 80px;
+		}
+	}
+</style>

calliope-web/src/lib/components/generate/TakeFeed.svelte

@@ -0,0 +1,351 @@
+<script lang="ts">
+	import type { Snippet } from 'svelte';
+	import { cubicOut } from 'svelte/easing';
+	import { SvelteSet } from 'svelte/reactivity';
+	import Icon from '$lib/components/ui/Icon.svelte';
+	import type { Job, Workflow } from '$lib/comfy/types';
+	import { parseDbTs } from '$lib/dbtime';
+	import { t } from '$lib/i18n.svelte';
+	import TakeCard from './TakeCard.svelte';
+	import { dayLabel, matchesFilter, type FeedFilter } from './takes';
+
+	/**
+	 * 记录流 (spec-v2 §3.3): every desk take, newest last above the composer,
+	 * filtered 全部 / 图片 / 视频 / 失败 and grouped by day.
+	 * D 批 (HEL-654): rows pending their 5-second undo collapse out
+	 * (200ms) instead of vanishing, new/restored takes rise in (220ms),
+	 * the gold selection frame slides between cards on pointer picks
+	 * (键盘 ↑↓/J/K 即时切换无动画 — driven by the desk through the
+	 * exported helpers), and long histories page in from the top
+	 * (spec §五: 记录流超 200 条分页).
+	 */
+	interface Props {
+		jobs: Job[];
+		workflowOf: (job: Job) => Workflow | undefined;
+		filter: FeedFilter;
+		selectedId: number | null;
+		nowMs: number;
+		busyId: number | null;
+		loading: boolean;
+		/** Takes whose delete is inside the 5s undo window — hidden. */
+		pendingIds: SvelteSet<number>;
+		/** One-shot completion flashes / failure shakes (driven by SSE). */
+		flashIds: SvelteSet<number>;
+		shakeIds: SvelteSet<number>;
+		/** Ordered visible ids (oldest first) for ↑↓/J/K. */
+		orderedIds?: number[];
+		/** Shown under the filters (e.g. the workbench context bar). */
+		banner?: Snippet;
+		/** Inspector toggle when it is hidden (desktop) or an overlay (mid). */
+		inspectorToggle?: Snippet;
+		/** Flow-back to the workbench source row in flight (HEL-684). */
+		attachBusyId?: number | null;
+		onSelect: (job: Job) => void;
+		onReuse: (job: Job) => void;
+		onRetry: (job: Job) => void;
+		onCancel: (job: Job) => void;
+		onDelete: (job: Job) => void;
+		onAttach?: (job: Job) => void;
+	}
+
+	let {
+		jobs,
+		workflowOf,
+		filter = $bindable(),
+		selectedId,
+		nowMs,
+		busyId,
+		loading,
+		pendingIds,
+		flashIds,
+		shakeIds,
+		orderedIds = $bindable(),
+		banner,
+		inspectorToggle,
+		attachBusyId = null,
+		onSelect,
+		onReuse,
+		onRetry,
+		onCancel,
+		onDelete,
+		onAttach,
+	}: Props = $props();
+
+	const FILTERS: Array<{ id: FeedFilter; key: string }> = [
+		{ id: 'all', key: 'desk.filterAll' },
+		{ id: 'image', key: 'desk.filterImage' },
+		{ id: 'video', key: 'desk.filterVideo' },
+		{ id: 'failed', key: 'desk.filterFailed' },
+	];
+
+	/** §五 分页: render the newest PAGE_SIZE takes; older ones load on demand. */
+	const PAGE_SIZE = 80;
+	let limit = $state(PAGE_SIZE);
+
+	let scroller = $state<HTMLElement | null>(null);
+
+	/** Oldest first so the newest take sits right above the composer. */
+	const shown = $derived(
+		jobs
+			.filter((j) => matchesFilter(j, filter) && !pendingIds.has(j.id))
+			.sort((a, b) => parseDbTs(a.created_at) - parseDbTs(b.created_at)),
+	);
+	const hiddenEarlier = $derived(Math.max(0, shown.length - limit));
+	const visible = $derived(hiddenEarlier > 0 ? shown.slice(-limit) : shown);
+	$effect(() => {
+		orderedIds = visible.map((j) => j.id);
+	});
+	const activeCount = $derived(jobs.filter((j) => j.status === 'pending' || j.status === 'running').length);
+	const days = $derived.by(() => {
+		const out: Array<{ label: string; items: Job[] }> = [];
+		for (const job of visible) {
+			const label = dayLabel(parseDbTs(job.created_at), nowMs);
+			const last = out[out.length - 1];
+			if (last?.label === label) last.items.push(job);
+			else out.push({ label, items: [job] });
+		}
+		return out;
+	});
+
+	// Stick to the bottom as takes arrive, unless the user scrolled up to read.
+	let pinned = true;
+	function onScroll() {
+		if (!scroller) return;
+		pinned = scroller.scrollHeight - scroller.scrollTop - scroller.clientHeight < 80;
+	}
+	$effect(() => {
+		void visible.length;
+		void filter;
+		if (!scroller || !pinned) return;
+		const el = scroller;
+		requestAnimationFrame(() => (el.scrollTop = el.scrollHeight));
+	});
+
+	// ------------------------------------------------------------------
+	// Entrance bookkeeping: only takes that appear AFTER the first fill
+	// (or come back from an undo) play the 220ms rise.
+	// ------------------------------------------------------------------
+	const seenIds = new Set<number>();
+	const animateIds = new SvelteSet<number>();
+	let hydrated = false;
+	$effect(() => {
+		if (!hydrated) {
+			if (jobs.length) {
+				for (const j of jobs) seenIds.add(j.id);
+				hydrated = true;
+			}
+			return;
+		}
+		for (const j of jobs) {
+			if (seenIds.has(j.id)) continue;
+			seenIds.add(j.id);
+			animateIds.add(j.id);
+		}
+	});
+
+	export function markEnter(jobId: number) {
+		seenIds.add(jobId);
+		animateIds.add(jobId);
+	}
+
+	function reduced(): boolean {
+		return (
+			document.documentElement.dataset.reduce === '1' ||
+			window.matchMedia('(prefers-reduced-motion: reduce)').matches
+		);
+	}
+
+	// ------------------------------------------------------------------
+	// Gold selection frame (HEL-648 slideMark): pointer picks only.
+	// ------------------------------------------------------------------
+	export function markRect(): DOMRect | null {
+		const el = scroller?.querySelector(`.take[data-job="${selectedId}"]`);
+		return el instanceof HTMLElement ? el.getBoundingClientRect() : null;
+	}
+
+	export function slideFrom(fromRect: DOMRect | null) {
+		if (!fromRect || reduced()) return;
+		const el = scroller?.querySelector(`.take[data-job="${selectedId}"]`);
+		const mark = el?.querySelector('.sel-mark');
+		if (!(el instanceof HTMLElement) || !(mark instanceof HTMLElement)) return;
+		const to = el.getBoundingClientRect();
+		if (Math.abs(fromRect.top - to.top) < 1 && Math.abs(fromRect.height - to.height) < 1) return;
+		mark.animate(
+			[
+				{ top: `${fromRect.top - to.top - 1}px`, bottom: `${to.bottom - fromRect.bottom - 1}px` },
+				{ top: '-1px', bottom: '-1px' },
+			],
+			{ duration: 220, easing: 'cubic-bezier(0.23, 1, 0.32, 1)' },
+		);
+	}
+
+	/** Bring a keyboard-selected take into view without animation. */
+	export function scrollToJob(jobId: number) {
+		const el = scroller?.querySelector(`.take[data-job="${jobId}"]`);
+		el?.scrollIntoView({ block: 'nearest', behavior: 'auto' });
+	}
+
+	// ------------------------------------------------------------------
+	// Row transitions: undo-pending rows collapse out (200ms 收起 + 补位),
+	// new/restored takes rise in (220ms). Everything else is instant.
+	// ------------------------------------------------------------------
+	function takeEnter(_node: HTMLElement, should: () => boolean) {
+		if (!should()) return { duration: 0 };
+		if (reduced()) return { duration: 120, css: (t: number) => `opacity: ${t}` };
+		return {
+			duration: 220,
+			easing: cubicOut,
+			css: (t: number) => `opacity: ${t}; transform: translateY(${8 * (1 - t)}px)`,
+		};
+	}
+
+	function takeLeave(node: HTMLElement, isPending: () => boolean) {
+		if (!isPending()) return { duration: 0 };
+		if (reduced()) return { duration: 120, css: (t: number) => `opacity: ${t}` };
+		const h = node.offsetHeight;
+		const cs = getComputedStyle(node);
+		const num = (v: string) => parseFloat(v) || 0;
+		const padT = num(cs.paddingTop);
+		const padB = num(cs.paddingBottom);
+		const mb = num(cs.marginBottom);
+		return {
+			duration: 200,
+			easing: cubicOut,
+			css: (t: number, u: number) =>
+				`height:${h * t}px;padding-top:${padT * t}px;padding-bottom:${padB * t}px;` +
+				`margin-bottom:${mb * t}px;opacity:${t};transform:translateX(${-10 * u}px);overflow:hidden;`,
+		};
+	}
+</script>
+
+<div class="filters">
+	<div class="a-seg" role="group" aria-label={t('desk.filterAria')}>
+		{#each FILTERS as f (f.id)}
+			<button type="button" aria-pressed={filter === f.id} onclick={() => (filter = f.id)}>{t(f.key)}</button>
+		{/each}
+	</div>
+	<span class="count">
+		{t('desk.countTakes', { n: shown.length })}{#if activeCount}&nbsp;· {t('desk.countActive', { n: activeCount })}{/if}
+	</span>
+	{@render inspectorToggle?.()}
+</div>
+{@render banner?.()}
+
+<div class="feed" bind:this={scroller} onscroll={onScroll}>
+	{#if loading && !jobs.length}
+		<p class="empty">{t('common.loading')}</p>
+	{:else if !shown.length}
+		<div class="empty">
+			<Icon name={filter === 'video' ? 'film' : filter === 'failed' ? 'check' : 'image'} size={20} />
+			<p>{filter === 'failed' ? t('desk.emptyFailed') : t('desk.emptyFeed')}</p>
+		</div>
+	{:else}
+		{#if hiddenEarlier > 0}
+			<button type="button" class="a-btn ghost sm earlier" onclick={() => (limit += PAGE_SIZE)}>
+				<Icon name="chevron-up" size={13} />
+				{t('desk.loadEarlier', { n: hiddenEarlier })}
+			</button>
+		{/if}
+		{#each days as day (day.label)}
+			<div class="day">{day.label}</div>
+			{#each day.items as job (job.id)}
+				<div
+					class="take-slot"
+					in:takeEnter={() => animateIds.has(job.id)}
+					out:takeLeave={() => pendingIds.has(job.id)}
+				>
+					<TakeCard
+						{job}
+						wf={workflowOf(job)}
+						selected={job.id === selectedId}
+						{nowMs}
+						busy={busyId === job.id}
+						enter={animateIds.has(job.id)}
+						flash={flashIds.has(job.id)}
+						shake={shakeIds.has(job.id)}
+						onSelect={() => onSelect(job)}
+						onReuse={() => onReuse(job)}
+						onRetry={() => onRetry(job)}
+						onCancel={() => onCancel(job)}
+						onDelete={() => onDelete(job)}
+						attachBusy={attachBusyId === job.id}
+						onAttach={onAttach ? () => onAttach(job) : undefined}
+					/>
+				</div>
+			{/each}
+		{/each}
+	{/if}
+</div>
+
+<style>
+	.filters {
+		display: flex;
+		align-items: center;
+		gap: var(--sp-2);
+		padding: var(--sp-4) var(--sp-7);
+		border-bottom: 1px solid var(--line);
+	}
+	.count {
+		margin-left: auto;
+		color: var(--text-3);
+		font-size: var(--fs-aux);
+		white-space: nowrap;
+	}
+	.feed {
+		flex: 1;
+		min-height: 0;
+		overflow-y: auto;
+		padding: var(--sp-6) var(--sp-7) var(--sp-3);
+	}
+	.earlier {
+		display: flex;
+		margin: 0 auto var(--sp-4);
+	}
+	.day {
+		display: flex;
+		align-items: center;
+		gap: var(--sp-3);
+		margin: var(--sp-4) 0 var(--sp-3);
+		color: var(--text-3);
+		font-size: var(--fs-aux);
+	}
+	.day::after {
+		content: '';
+		flex: 1;
+		height: 1px;
+		background: var(--line);
+	}
+	.empty {
+		display: grid;
+		place-items: center;
+		gap: var(--sp-3);
+		margin: 0;
+		padding: var(--sp-8) var(--sp-6);
+		color: var(--text-3);
+		text-align: center;
+		font-size: var(--fs-aux);
+	}
+	.empty p {
+		margin: 0;
+	}
+	@media (max-width: 1179px) {
+		.filters {
+			padding: var(--sp-4) var(--sp-6);
+		}
+		.feed {
+			padding: var(--sp-5) var(--sp-6) var(--sp-3);
+		}
+	}
+	@media (max-width: 760px) {
+		.filters {
+			padding: var(--sp-3) var(--sp-5);
+			overflow-x: auto;
+		}
+		.count {
+			display: none;
+		}
+		.feed {
+			padding: var(--sp-5) var(--sp-5) var(--sp-2);
+		}
+	}
+</style>

calliope-web/src/lib/components/generate/context.ts

@@ -0,0 +1,107 @@
+import type { WorkbenchStageKey } from '$lib/api';
+import type { DeskKind } from './schema';
+
+/**
+ * 五段创作 → 生成台 handoff, carried in the URL so a reload keeps it.
+ * The desk prefills from it and, when the full source identity is present
+ * (sourceKind/sourceId), sends it along with the generate request so a
+ * finished take can be flowed back to its source row (HEL-684).
+ */
+export interface DeskContext {
+	kind: DeskKind;
+	projectId: number;
+	stage: WorkbenchStageKey;
+	/** Human label of the source row, e.g. 镜头 S1 / 角色「林夏」. */
+	label: string;
+	prompt?: string;
+	negative?: string;
+	durationSec?: number;
+	/** Real source row identity — only present on links the workbench
+	 * stamped with it; without it no flow-back is offered (nothing guessed). */
+	sourceKind?: 'asset' | 'shot';
+	sourceId?: string;
+}
+
+/** The generate-request context payload shape (HEL-684). */
+export interface DeskWorkbenchContext {
+	project_id: number;
+	stage: 'assets' | 'shot';
+	source_kind: 'asset' | 'shot';
+	source_id: string;
+	label?: string;
+}
+
+const STAGES: WorkbenchStageKey[] = ['script', 'style', 'storyboard', 'assets', 'shot'];
+
+/** Stage ↔ desk kind pairing the workbench rows render (assets → image,
+ * shot → video). Anything else cannot display a flowed-back take. */
+const KIND_BY_STAGE: Partial<Record<WorkbenchStageKey, DeskKind>> = {
+	assets: 'image',
+	shot: 'video',
+};
+
+export function deskHref(ctx: DeskContext): string {
+	const q = new URLSearchParams({
+		from: 'workbench',
+		project: String(ctx.projectId),
+		stage: ctx.stage,
+		label: ctx.label,
+	});
+	if (ctx.prompt) q.set('prompt', ctx.prompt);
+	if (ctx.negative) q.set('negative', ctx.negative);
+	if (ctx.durationSec != null) q.set('duration', String(ctx.durationSec));
+	if (ctx.sourceKind && ctx.sourceId) {
+		q.set('source_kind', ctx.sourceKind);
+		q.set('source_id', ctx.sourceId);
+	}
+	return `/${ctx.kind}?${q.toString()}`;
+}
+
+export function readDeskContext(url: URL, kind: DeskKind): DeskContext | null {
+	const q = url.searchParams;
+	if (q.get('from') !== 'workbench') return null;
+	const projectId = Number(q.get('project'));
+	const stage = q.get('stage') as WorkbenchStageKey | null;
+	if (!Number.isInteger(projectId) || projectId <= 0 || !stage || !STAGES.includes(stage)) return null;
+	const duration = Number(q.get('duration'));
+	const rawKind = q.get('source_kind');
+	const rawId = q.get('source_id') ?? '';
+	// Source identity is only kept when it is complete and self-consistent;
+	// old/hand-made links keep today's prefill-only behavior.
+	const expectedKind = stage === 'assets' ? 'asset' : stage === 'shot' ? 'shot' : null;
+	const sourceKind = rawKind === 'asset' || rawKind === 'shot' ? rawKind : null;
+	const hasSource = sourceKind !== null && sourceKind === expectedKind && rawId.trim() !== '';
+	return {
+		kind,
+		projectId,
+		stage,
+		label: q.get('label') ?? '',
+		prompt: q.get('prompt') ?? undefined,
+		negative: q.get('negative') ?? undefined,
+		durationSec: Number.isFinite(duration) && duration > 0 ? duration : undefined,
+		sourceKind: hasSource ? (sourceKind as 'asset' | 'shot') : undefined,
+		sourceId: hasSource ? rawId : undefined,
+	};
+}
+
+/**
+ * The context a generate request carries: only when the full, real source
+ * identity is present AND the desk kind matches what that stage renders.
+ */
+export function workbenchContextOf(ctx: DeskContext | null): DeskWorkbenchContext | undefined {
+	if (!ctx?.sourceId || !ctx.sourceKind) return undefined;
+	if (ctx.stage !== 'assets' && ctx.stage !== 'shot') return undefined;
+	if (KIND_BY_STAGE[ctx.stage] !== ctx.kind) return undefined;
+	const out: DeskWorkbenchContext = {
+		project_id: ctx.projectId,
+		stage: ctx.stage,
+		source_kind: ctx.sourceKind,
+		source_id: ctx.sourceId,
+	};
+	if (ctx.label.trim()) out.label = ctx.label;
+	return out;
+}
+
+export function backHref(ctx: DeskContext): string {
+	return `/workbench/${ctx.projectId}?stage=${ctx.stage}`;
+}

calliope-web/src/lib/components/generate/schema.ts

@@ -0,0 +1,374 @@
+import type { ComfyDynamicInput, Workflow, WorkflowUsage } from '$lib/comfy/types';
+import { normalizeInputRole } from '$lib/comfy/parser';
+import { ratioShort, resolutionSelectorSize } from '$lib/comfy/resolution';
+import { t } from '$lib/i18n.svelte';
+
+/**
+ * 生成台表单识别 (HEL-653, moved verbatim from StudioGenerate): slots and
+ * structured params come from what the workflow JSON actually declares —
+ * never from model names. No wiring → no slot.
+ */
+
+export type DeskKind = 'image' | 'video';
+export type FormValue = string | number | string[];
+export type FormValues = Record<string, FormValue>;
+
+export interface SlotDef {
+	inp: ComfyDynamicInput;
+	label: string;
+	mediaKind: 'image' | 'video' | 'audio';
+	fromResults: boolean;
+	/** Required-slot message when left empty (ref-upload-spec §3). */
+	missing: string;
+	firstFrame: boolean;
+	lastFrame: boolean;
+	mask: boolean;
+}
+
+/** Why 生成 is disabled — the line next to the button (spec-v2 §1.2). */
+export interface BlockReason {
+	text: string;
+	tone: 'warn' | 'err';
+	/** Element id to focus when the reason is clicked. */
+	target?: string;
+	/** Open the params tab instead of focusing. */
+	params?: boolean;
+}
+
+export interface DeskSchema {
+	prompt: ComfyDynamicInput | null;
+	negative: ComfyDynamicInput | null;
+	seed: ComfyDynamicInput | null;
+	width: ComfyDynamicInput | null;
+	height: ComfyDynamicInput | null;
+	resolution: ComfyDynamicInput | null;
+	duration: ComfyDynamicInput | null;
+	batch: ComfyDynamicInput | null;
+	/** ComfyUI ResolutionSelector: the ratio + megapixels pair decides width/height. */
+	ratio: ComfyDynamicInput | null;
+	megapixels: ComfyDynamicInput | null;
+	/** Single media inputs (input image, first/last frame, mask, ref video/audio). */
+	slots: SlotDef[];
+	/** Autogrow media lists actually wired (image / video / audio). */
+	lists: ComfyDynamicInput[];
+	/** Parameters shown as composer chips (比例 / 尺寸 / 分辨率 / 时长 / 种子). */
+	common: ComfyDynamicInput[];
+	/** Everything else that is not media and not the prompt — folded. */
+	advanced: ComfyDynamicInput[];
+	hasH3Hint: boolean;
+}
+
+export function inputRole(inp: ComfyDynamicInput): string | null {
+	return normalizeInputRole(inp.role ?? null);
+}
+
+function hay(inp: ComfyDynamicInput): string {
+	return `${inp.role ?? ''} ${inp.label}`.toLowerCase();
+}
+
+export function isMedia(inp: ComfyDynamicInput): boolean {
+	return (
+		inp.kind === 'image' ||
+		inp.kind === 'image_url' ||
+		inp.kind === 'video' ||
+		inp.kind === 'audio' ||
+		inp.kind === 'image_list' ||
+		inp.kind === 'video_list' ||
+		inp.kind === 'audio_list'
+	);
+}
+
+function isList(inp: ComfyDynamicInput): boolean {
+	return inp.kind === 'image_list' || inp.kind === 'video_list' || inp.kind === 'audio_list';
+}
+
+function isMask(inp: ComfyDynamicInput): boolean {
+	return inputRole(inp) === 'mask' || /mask|遮罩/.test(hay(inp));
+}
+
+// Auto-detected slots carry their role from the wiring; tagged (Input:…)
+// workflows still name frames only in the title.
+export function isFirstFrame(inp: ComfyDynamicInput, kind: DeskKind): boolean {
+	return inputRole(inp) === 'first_frame' || (!inp.auto && kind === 'video' && /first|start|首帧/.test(hay(inp)));
+}
+export function isLastFrame(inp: ComfyDynamicInput, kind: DeskKind): boolean {
+	return inputRole(inp) === 'last_frame' || (!inp.auto && kind === 'video' && /last|end|尾帧/.test(hay(inp)));
+}
+
+export function listKind(entry: ComfyDynamicInput): 'image' | 'video' | 'audio' {
+	if (entry.kind === 'video_list') return 'video';
+	if (entry.kind === 'audio_list') return 'audio';
+	return 'image';
+}
+
+export function listPaths(values: FormValues, entry: ComfyDynamicInput): string[] {
+	const v = values[entry.nodeId];
+	if (Array.isArray(v)) return v;
+	return typeof v === 'string' && v ? [v] : [];
+}
+
+export function classifySchema(schema: ComfyDynamicInput[], kind: DeskKind): DeskSchema {
+	const plain = (pred: (i: ComfyDynamicInput) => boolean) =>
+		schema.find((i) => !isMedia(i) && pred(i)) ?? null;
+	const byRole = (r: string) => plain((i) => inputRole(i) === r);
+
+	const prompt = byRole('prompt');
+	const negative = byRole('negative');
+	const seed = byRole('seed');
+	const width = byRole('width');
+	const height = byRole('height');
+	const resolution = byRole('resolution');
+	const duration = byRole('duration');
+	const batch = plain((i) => /批次|batch/.test(hay(i)));
+	const ratio =
+		schema.find((i) => i.kind === 'select' && inputRole(i) === 'aspect_ratio' && i.resolution) ?? null;
+	const megapixels = ratio ? (schema.find((i) => i.nodeId === ratio.resolution!.megapixels) ?? null) : null;
+
+	const media = schema.filter((i) => isMedia(i) && !isList(i));
+	const plainImages = media.filter(
+		(i) => i.kind === 'image' && !isMask(i) && !isFirstFrame(i, kind) && !isLastFrame(i, kind),
+	);
+	const editInput = kind === 'image' && plainImages.length === 1 ? plainImages[0] : null;
+	const slots: SlotDef[] = [];
+	let refIdx = 0;
+	for (const inp of media) {
+		const base = { inp, missing: '', firstFrame: false, lastFrame: false, mask: false };
+		if (inp.kind === 'video') {
+			slots.push({ ...base, label: t('studio.slotRefVideo'), mediaKind: 'video', fromResults: false });
+		} else if (inp.kind === 'audio') {
+			slots.push({ ...base, label: t('studio.slotAudio'), mediaKind: 'audio', fromResults: false });
+		} else if (isMask(inp)) {
+			slots.push({ ...base, mask: true, label: t('studio.slotMask'), mediaKind: 'image', fromResults: false });
+		} else if (isFirstFrame(inp, kind)) {
+			slots.push({
+				...base,
+				firstFrame: true,
+				label: t('studio.slotFirst'),
+				mediaKind: 'image',
+				fromResults: true,
+				missing: t('studio.errNeedFirstFrame'),
+			});
+		} else if (isLastFrame(inp, kind)) {
+			slots.push({ ...base, lastFrame: true, label: t('studio.slotLast'), mediaKind: 'image', fromResults: true });
+		} else if (inp === editInput) {
+			slots.push({
+				...base,
+				label: t('studio.slotInput'),
+				mediaKind: 'image',
+				fromResults: true,
+				missing: t('studio.errNeedInputImage'),
+			});
+		} else {
+			refIdx += 1;
+			const label = inp.auto
+				? inp.label
+				: refIdx === 1 && media.length === 1
+					? t('studio.slotRef')
+					: t('studio.slotRefN', { n: refIdx });
+			slots.push({
+				...base,
+				label,
+				mediaKind: 'image',
+				fromResults: true,
+				missing: t('studio.errUpload', { label }),
+			});
+		}
+	}
+
+	const lists = schema.filter(isList);
+	const common = [ratio, width, height, resolution, duration, seed].filter(
+		(i): i is ComfyDynamicInput => !!i,
+	);
+	const commonIds = new Set(common.map((i) => i.nodeId));
+	const advanced = schema.filter((i) => !isMedia(i) && i !== prompt && !commonIds.has(i.nodeId));
+
+	return {
+		prompt,
+		negative,
+		seed,
+		width,
+		height,
+		resolution,
+		duration,
+		batch,
+		ratio,
+		megapixels,
+		slots,
+		lists,
+		common,
+		advanced,
+		hasH3Hint: lists.some((e) => e.media_hint === 'minimax_h3_ref2va'),
+	};
+}
+
+/** Workflow JSON defaults — the 原值 every parameter falls back to. */
+export function schemaDefaults(schema: ComfyDynamicInput[]): FormValues {
+	const out: FormValues = {};
+	for (const inp of schema) {
+		if (inp.defaultValue !== undefined && inp.defaultValue !== '') out[inp.nodeId] = inp.defaultValue;
+	}
+	return out;
+}
+
+export function isChanged(inp: ComfyDynamicInput, values: FormValues): boolean {
+	const v = values[inp.nodeId];
+	const orig = inp.defaultValue;
+	if (v === undefined || v === '') return orig !== undefined && orig !== '';
+	if (orig === undefined || orig === '') return true;
+	return String(v) !== String(orig);
+}
+
+export function changedParams(ds: DeskSchema, values: FormValues): ComfyDynamicInput[] {
+	return [...ds.common, ...ds.advanced].filter((i) => isChanged(i, values));
+}
+
+export function outputSize(ds: DeskSchema, values: FormValues): { width: number; height: number } | null {
+	if (!ds.ratio?.resolution) return null;
+	const mp = Number(values[ds.megapixels?.nodeId ?? ''] ?? ds.megapixels?.defaultValue);
+	return resolutionSelectorSize(
+		String(values[ds.ratio.nodeId] ?? ds.ratio.defaultValue ?? ''),
+		mp,
+		ds.ratio.resolution.multiple,
+	);
+}
+
+export function batchCount(ds: DeskSchema, values: FormValues): number {
+	if (!ds.batch) return 1;
+	const n = Number(values[ds.batch.nodeId]);
+	return Number.isFinite(n) && n > 0 ? Math.floor(n) : 1;
+}
+
+/** H3 Ref2VA official limits (soft hint, keyed off the node class only). */
+export function h3Warnings(ds: DeskSchema, values: FormValues): string[] {
+	if (!ds.hasH3Hint) return [];
+	const warns: string[] = [];
+	const counts = { image: 0, video: 0, audio: 0 };
+	for (const g of ds.lists) counts[listKind(g)] += listPaths(values, g).length;
+	const total = counts.image + counts.video + counts.audio;
+	if (total > 12) warns.push(t('wfMedia.h3TotalOver', { n: total }));
+	if (counts.audio > 0 && counts.image === 0 && counts.video === 0) warns.push(t('wfMedia.h3AudioAlone'));
+	return warns;
+}
+
+/** Same rules the backend enforces before queueing (comfyui/validate.py). */
+export function valueError(inp: ComfyDynamicInput, raw: string | number): string | null {
+	const label = inp.label;
+	if (inp.kind === 'select') {
+		return inp.options?.length && !inp.options.includes(String(raw)) ? t('studio.errOption', { label }) : null;
+	}
+	if (inp.kind !== 'number') return null;
+	const n = Number(raw);
+	if (!Number.isFinite(n)) return t('studio.errNumber', { label });
+	if (inp.integer && !Number.isInteger(n)) return t('studio.errInteger', { label });
+	if (inp.min != null && n < inp.min) return t('studio.errMin', { label, v: inp.min });
+	if (inp.max != null && n > inp.max) return t('studio.errMax', { label, v: inp.max });
+	return null;
+}
+
+/** Field errors keyed by nodeId (spec §6.2 wording); '' keys never block. */
+export function validateForm(
+	schema: ComfyDynamicInput[],
+	ds: DeskSchema,
+	values: FormValues,
+): Record<string, string> {
+	const errs: Record<string, string> = {};
+	if (ds.prompt?.required) {
+		const v = String(values[ds.prompt.nodeId] ?? '');
+		if (!v.trim()) errs[ds.prompt.nodeId] = t('studio.errPrompt');
+		else if (v.length > 2000) errs[ds.prompt.nodeId] = t('studio.errPromptLong');
+	}
+	const first = ds.slots.find((s) => s.firstFrame);
+	const last = ds.slots.find((s) => s.lastFrame);
+	if (first && last) {
+		const a = String(values[first.inp.nodeId] ?? '');
+		const b = String(values[last.inp.nodeId] ?? '');
+		// An optional last frame (H3 FL2VA) may stay empty; it never goes without a first frame.
+		const unpaired = last.inp.required ? (!a || !b) && (a || b) : !a && !!b;
+		if (unpaired) {
+			errs.firstLast = t('studio.errFirstLast');
+			if (!a) errs[first.inp.nodeId] = ' ';
+			if (!b) errs[last.inp.nodeId] = ' ';
+		}
+	}
+	for (const s of ds.slots) {
+		if (!s.inp.required) continue;
+		if (!String(values[s.inp.nodeId] ?? '').trim()) {
+			errs[s.inp.nodeId] = s.missing || t('studio.errUpload', { label: s.label });
+		}
+	}
+	for (const g of ds.lists) {
+		const n = listPaths(values, g).length;
+		const max = g.max ?? 9;
+		if (n < (g.min ?? 1)) {
+			errs[g.nodeId] =
+				g.kind === 'image_list'
+					? t('studio.errNeedRef')
+					: t('studio.errNeedRefMedia', { n: g.min ?? 1, label: g.label });
+		} else if (n > max) {
+			errs[g.nodeId] = t('studio.errRefMax', { max, n, k: n - max });
+		}
+	}
+	for (const inp of [...ds.common, ...ds.advanced]) {
+		if (inp.required && !String(values[inp.nodeId] ?? '').trim()) {
+			errs[inp.nodeId] = t('studio.errFill', { label: inp.label });
+		}
+	}
+	for (const inp of schema) {
+		const raw = values[inp.nodeId];
+		if (raw === undefined || Array.isArray(raw) || String(raw).trim() === '' || errs[inp.nodeId]) continue;
+		const msg = valueError(inp, raw);
+		if (msg) errs[inp.nodeId] = msg;
+	}
+	return errs;
+}
+
+/** Media a slot still waits for — the 「还缺：…」 hint next to 生成. */
+export function missingMedia(ds: DeskSchema, values: FormValues): Array<{ nodeId: string; label: string }> {
+	const out: Array<{ nodeId: string; label: string }> = [];
+	for (const s of ds.slots) {
+		if (s.inp.required && !String(values[s.inp.nodeId] ?? '').trim()) out.push({ nodeId: s.inp.nodeId, label: s.label });
+	}
+	for (const g of ds.lists) {
+		if (listPaths(values, g).length < (g.min ?? 1)) out.push({ nodeId: g.nodeId, label: g.label });
+	}
+	return out;
+}
+
+export function usageLabel(u: WorkflowUsage): string {
+	return t(`usage.${u}`);
+}
+
+/** Mode badge: the stored usage when we have one, else the wiring shape. */
+export function modeLabel(wf: Workflow | null, ds: DeskSchema, kind: DeskKind): string {
+	if (wf?.usage) return usageLabel(wf.usage);
+	if (ds.lists.some((g) => g.kind === 'image_list')) return t('studio.modeRefToVideo');
+	if (ds.slots.some((s) => s.firstFrame)) return t('studio.modeImageToVideo');
+	if (kind === 'image' && ds.slots.some((s) => s.mediaKind === 'image' && !s.mask))
+		return t('studio.modeImageEdit');
+	if (ds.slots.length) return ds.slots.map((s) => s.label).join(' · ');
+	return kind === 'image' ? t('studio.modeTextToImage') : t('studio.modeTextToVideo');
+}
+
+/** Picker row summary of a workflow's real media inputs, e.g. 参考图 1–9 张. */
+export function slotSummary(wf: Workflow): string {
+	const ds = classifySchema(wf.input_schema ?? [], wf.kind);
+	const parts = [
+		...ds.slots.map((s) => t('desk.slotOne', { label: s.label })),
+		...ds.lists.map((g) => t('desk.slotRange', { label: g.label, min: g.min ?? 1, max: g.max ?? 9 })),
+	];
+	return parts.length ? parts.join(' · ') : t('desk.promptOnly');
+}
+
+/** Short chip text for one common parameter value. */
+export function chipValue(inp: ComfyDynamicInput, values: FormValues, ds: DeskSchema): string {
+	const raw = values[inp.nodeId] ?? inp.defaultValue ?? '';
+	const v = Array.isArray(raw) ? raw.join(',') : String(raw);
+	if (inp === ds.ratio) {
+		const size = outputSize(ds, values);
+		return size ? `${ratioShort(v)} · ${size.width}×${size.height}` : ratioShort(v);
+	}
+	if (inp === ds.duration) return v ? t('desk.chipSeconds', { v }) : t('studio.durationLabel');
+	if (inp === ds.seed) return t('desk.chipSeed', { v: v.length > 8 ? `${v.slice(0, 8)}…` : v || '—' });
+	if (inp === ds.resolution) return t('desk.chipResolution', { v: v || '—' });
+	return v || inp.label;
+}

calliope-web/src/lib/components/generate/takeDelete.svelte.ts

@@ -0,0 +1,120 @@
+import { SvelteSet } from 'svelte/reactivity';
+import type { QueryClient } from '@tanstack/svelte-query';
+import { apiErrorMessage, playgroundApi } from '$lib/api';
+import type { Job } from '$lib/comfy/types';
+import { showToast } from '$lib/toast';
+import { t } from '$lib/i18n.svelte';
+
+/**
+* 撤销删除 (spec-v2 §四.4 删除两级制 · HEL-654 D 批): deleting a single
+* take/task never opens a dialog. The row leaves the view right away, a
+* 5-second Toast offers 撤销, and the backend DELETE is only sent when
+* that window closes without an undo — the backend removes result files,
+* so an undo after the call would be impossible. Leaving the page (SPA
+* route change or hard unload) flushes pending deletes instead of
+* dropping them.
+*/
+
+export interface TakeDeleteHandlers {
+	/** Localized toast message for this take. */
+	message: (job: Job) => string;
+	/** Undo: the row comes back — reselect / replay its entrance here. */
+	onUndo?: (job: Job) => void;
+	/** Called after the delete really hit the backend. */
+	onCommitted?: (job: Job) => void;
+}
+
+export interface TakeDeleteQueue {
+	/** Ids whose rows should be hidden (commit pending). */
+	readonly pending: SvelteSet<number>;
+	request: (job: Job, handlers: TakeDeleteHandlers) => void;
+	destroy: () => void;
+}
+
+const UNDO_MS = 5000;
+
+export function createTakeDeleteQueue(client: QueryClient): TakeDeleteQueue {
+	const pending = new SvelteSet<number>();
+	const entries = new Map<
+		number,
+		{
+			job: Job;
+			handlers: TakeDeleteHandlers;
+			timer: ReturnType<typeof setTimeout>;
+		}
+	>();
+	let destroyed = false;
+
+	async function invalidate() {
+		await Promise.allSettled([
+			client.invalidateQueries({ queryKey: ['playground-jobs'] }),
+			client.invalidateQueries({ queryKey: ['jobs'] }),
+		]);
+	}
+
+	async function commit(id: number) {
+		const entry = entries.get(id);
+		if (!entry) return;
+		entries.delete(id);
+		try {
+			await playgroundApi.deleteJob(id);
+			pending.delete(id);
+			entry.handlers.onCommitted?.(entry.job);
+		} catch (err) {
+			// Delete failed: the take stays — bring the row back honestly.
+			pending.delete(id);
+			showToast(
+				t('studio.deleteFailedToast', { detail: apiErrorMessage(err) }),
+				'error',
+			);
+		}
+		await invalidate();
+	}
+
+	/** Hard unload (tab close / external nav): fire-and-forget with keepalive. */
+	function onPageHide() {
+		for (const [id] of entries) {
+			void fetch(`/api/playground/jobs/${id}`, {
+				method: 'DELETE',
+				keepalive: true,
+			});
+		}
+	}
+
+	function destroy() {
+		if (destroyed) return;
+		destroyed = true;
+		if (inBrowser) window.removeEventListener('pagehide', onPageHide);
+		// SPA route change: the JS context survives, normal commits are fine.
+		for (const [id] of entries) {
+			const entry = entries.get(id)!;
+			clearTimeout(entry.timer);
+			void commit(id);
+		}
+	}
+
+	const inBrowser = typeof window !== 'undefined';
+	if (inBrowser) window.addEventListener('pagehide', onPageHide);
+
+	return {
+		pending,
+		request(job, handlers) {
+			if (destroyed || pending.has(job.id)) return;
+			pending.add(job.id);
+			const timer = setTimeout(() => void commit(job.id), UNDO_MS);
+			entries.set(job.id, { job, handlers, timer });
+			showToast(handlers.message(job), 'info', UNDO_MS, {
+				label: t('toast.undo'),
+				run: () => {
+					const e = entries.get(job.id);
+					if (!e) return;
+					clearTimeout(e.timer);
+					entries.delete(job.id);
+					pending.delete(job.id);
+					handlers.onUndo?.(job);
+				},
+			});
+		},
+		destroy,
+	};
+}

calliope-web/src/lib/components/generate/takes.ts

@@ -0,0 +1,157 @@
+import type { Job, Workflow } from '$lib/comfy/types';
+import { parseDbTs } from '$lib/dbtime';
+import { jobStatusInfo } from '$lib/jobStatus';
+import { resolutionSelectorSize } from '$lib/comfy/resolution';
+import { t } from '$lib/i18n.svelte';
+import { classifySchema, inputRole, isFirstFrame, isLastFrame, isMedia } from './schema';
+
+/** Read-only views of a finished / running take (one playground job). */
+
+export type FeedFilter = 'all' | 'image' | 'video' | 'failed';
+
+/** The workbench source a take was generated with, if any (HEL-684). */
+export interface TakeWorkbenchCtx {
+	projectId: number;
+	stage: string;
+	sourceKind: 'asset' | 'shot';
+	sourceId: string;
+	label?: string;
+}
+
+export function workbenchCtxOf(job: Job): TakeWorkbenchCtx | null {
+	const stamp = job.payload?.workbench;
+	if (!stamp || typeof stamp !== 'object') return null;
+	const s = stamp as Record<string, unknown>;
+	const projectId = s.project_id;
+	const stage = typeof s.stage === 'string' ? s.stage : '';
+	const sourceKind = s.source_kind === 'asset' || s.source_kind === 'shot' ? s.source_kind : null;
+	const sourceId = typeof s.source_id === 'string' ? s.source_id : '';
+	if (typeof projectId !== 'number' || !stage || !sourceKind || !sourceId) return null;
+	const label = typeof s.label === 'string' && s.label.trim() ? s.label : undefined;
+	return {
+		projectId,
+		stage,
+		sourceKind,
+		sourceId,
+		label,
+	};
+}
+
+export function jobValues(job: Job): Record<string, unknown> {
+	return (job.payload?.input_values ?? {}) as Record<string, unknown>;
+}
+
+export function jobValueByRole(job: Job, wf: Workflow | undefined, ...roles: string[]): string | null {
+	if (!wf) return null;
+	const vals = jobValues(job);
+	for (const inp of wf.input_schema ?? []) {
+		const r = inputRole(inp);
+		if (r && roles.includes(r)) {
+			const v = vals[inp.nodeId];
+			if (v !== undefined && v !== null && String(v).trim() !== '') return String(v);
+		}
+	}
+	return null;
+}
+
+export function promptOf(job: Job, wf: Workflow | undefined): string {
+	return jobValueByRole(job, wf, 'prompt') ?? '';
+}
+
+export interface TakeInput {
+	label: string;
+	path: string;
+	kind: 'image' | 'video' | 'audio';
+}
+
+/** Media the take was generated from, in workflow order. */
+export function inputsOf(job: Job, wf: Workflow | undefined): TakeInput[] {
+	if (!wf) return [];
+	const kind = wf.kind;
+	const vals = jobValues(job);
+	const out: TakeInput[] = [];
+	let refIdx = 0;
+	for (const inp of wf.input_schema ?? []) {
+		if (!isMedia(inp)) continue;
+		const v = vals[inp.nodeId];
+		const list = Array.isArray(v) ? v : typeof v === 'string' && v ? [v] : [];
+		const mk = inp.kind.startsWith('video') ? 'video' : inp.kind.startsWith('audio') ? 'audio' : 'image';
+		list.forEach((p, i) => {
+			if (typeof p !== 'string' || !p) return;
+			let label = inp.label;
+			if (inp.kind === 'image_list') label = t('studio.slotRefN', { n: i + 1 });
+			else if (isFirstFrame(inp, kind)) label = t('studio.slotFirst');
+			else if (isLastFrame(inp, kind)) label = t('studio.slotLast');
+			else if (inp.kind === 'image' && inputRole(inp) !== 'mask') label = t('studio.slotRefN', { n: ++refIdx });
+			out.push({ label, path: p, kind: mk });
+		});
+	}
+	return out;
+}
+
+/** 888×1184 · 种子 42 · 5 秒 — values that differ per take. */
+export function specOf(job: Job, wf: Workflow | undefined): Array<{ label: string; value: string }> {
+	const out: Array<{ label: string; value: string }> = [];
+	if (!wf) return out;
+	const w = jobValueByRole(job, wf, 'width');
+	const h = jobValueByRole(job, wf, 'height');
+	if (w && h) out.push({ label: t('desk.specSize'), value: `${w}×${h}` });
+	else {
+		const ds = classifySchema(wf.input_schema ?? [], wf.kind);
+		if (ds.ratio?.resolution) {
+			const vals = jobValues(job);
+			const size = resolutionSelectorSize(
+				String(vals[ds.ratio.nodeId] ?? ds.ratio.defaultValue ?? ''),
+				Number(vals[ds.ratio.resolution.megapixels] ?? ds.megapixels?.defaultValue),
+				ds.ratio.resolution.multiple,
+			);
+			if (size) out.push({ label: t('desk.specSize'), value: `${size.width}×${size.height}` });
+		}
+	}
+	const seed = jobValueByRole(job, wf, 'seed');
+	if (seed) out.push({ label: t('studio.seedLabel'), value: seed });
+	const dur = jobValueByRole(job, wf, 'duration');
+	if (dur) out.push({ label: t('studio.durationLabel'), value: t('desk.chipSeconds', { v: dur }) });
+	return out;
+}
+
+export function isVideoOutput(job: Job, path: string): boolean {
+	return job.kind === 'video' && !/\.(png|jpe?g|webp)$/i.test(path);
+}
+
+export function elapsedSec(job: Job, nowMs: number): number | null {
+	const from = job.started_at ? parseDbTs(job.started_at) : parseDbTs(job.created_at);
+	if (!Number.isFinite(from)) return null;
+	const to = job.completed_at ? parseDbTs(job.completed_at) : nowMs;
+	return Math.max(0, (to - from) / 1000);
+}
+
+export function fmtDur(sec: number | null): string {
+	if (sec == null) return '—';
+	if (sec < 60) return t('desk.durSec', { s: Math.floor(sec) });
+	const m = Math.floor(sec / 60);
+	const s = Math.floor(sec % 60);
+	return t('desk.durMin', { m, s: String(s).padStart(2, '0') });
+}
+
+export function fmtClock(ms: number): string {
+	const d = new Date(ms);
+	return `${String(d.getHours()).padStart(2, '0')}:${String(d.getMinutes()).padStart(2, '0')}`;
+}
+
+/** 今天 / 昨天 / 9月28日 heading for the feed. */
+export function dayLabel(ms: number, nowMs: number): string {
+	const d = new Date(ms);
+	const today = new Date(nowMs);
+	const startOf = (x: Date) => new Date(x.getFullYear(), x.getMonth(), x.getDate()).getTime();
+	const diff = Math.round((startOf(today) - startOf(d)) / 86_400_000);
+	if (diff === 0) return t('desk.today');
+	if (diff === 1) return t('desk.yesterday');
+	return t('desk.dayDate', { m: d.getMonth() + 1, d: d.getDate() });
+}
+
+export function matchesFilter(job: Job, filter: FeedFilter): boolean {
+	if (filter === 'all') return true;
+	if (filter === 'failed') return jobStatusInfo(job).tone === 'fail';
+	return job.kind === filter;
+}

calliope-web/src/lib/components/home/AProjectCard.svelte

@@ -52,7 +52,12 @@
 		'var(--avatar-4)',
 		'var(--avatar-5)',
 	];
-	const placeholder = $derived(PLACEHOLDER_GRADIENTS[project.id % PLACEHOLDER_GRADIENTS.length]);
+	const placeholderIdx = $derived(project.id % PLACEHOLDER_GRADIENTS.length);
+	const placeholder = $derived(PLACEHOLDER_GRADIENTS[placeholderIdx]);
+	// HEL-680 灰阶封面占位：1–2 亮阶配深图标，3–5 暗阶配浅图标
+	const placeholderIconColor = $derived(
+		placeholderIdx <= 1 ? 'var(--accent-ink)' : 'var(--text)',
+	);
 
 	const coverUrl = $derived(assetUrl(project.cover_path));
 
@@ -174,7 +179,12 @@
 					onerror={() => (coverFailed = true)}
 				/>
 			{:else}
-				<span class="cover-ph" style:background={placeholder} aria-hidden="true">
+				<span
+					class="cover-ph"
+					style:background={placeholder}
+					style:color={placeholderIconColor}
+					aria-hidden="true"
+				>
 					<Icon name="film" size={22} />
 				</span>
 			{/if}
@@ -381,7 +391,7 @@
 		white-space: nowrap;
 	}
 	.arrow {
-		color: var(--accent);
+		color: var(--text-2);
 		font-size: 13px;
 		opacity: 0;
 		transform: translateX(-6px);

calliope-web/src/lib/components/omni/AssetPickerModal.svelte

@@ -231,7 +231,7 @@
 	.tabs button.active {
 		background: var(--accent);
 		border-color: var(--accent);
-		color: #fff;
+		color: var(--accent-ink);
 	}
 
 	.tabs button:focus-visible {
@@ -341,7 +341,7 @@
 		height: 20px;
 		border-radius: 9999px;
 		background: var(--accent);
-		color: #fff;
+		color: var(--accent-ink);
 		display: flex;
 		align-items: center;
 		justify-content: center;

calliope-web/src/lib/components/omni/MediaTile.svelte

@@ -271,9 +271,9 @@
 		width: 20px;
 		height: 20px;
 		border-radius: 9999px;
-		background: rgba(0, 0, 0, 0.65);
+		background: var(--media-scrim);
 		border: none;
-		color: white;
+		color: var(--on-media);
 		cursor: pointer;
 		opacity: 0;
 		transition: opacity 0.15s;

calliope-web/src/lib/components/omni/PillPopover.svelte

@@ -173,7 +173,7 @@
 		padding: 0 4px;
 		border-radius: 9999px;
 		background: var(--accent);
-		color: white;
+		color: var(--accent-ink);
 		font-size: 10px;
 		font-weight: 700;
 	}

calliope-web/src/lib/components/omni/PillStepper.svelte

@@ -90,7 +90,7 @@
 
 	.step-btn:hover {
 		color: var(--text-primary);
-		background: rgba(255, 255, 255, 0.05);
+		background: var(--bg-4);
 	}
 
 	.step-btn:focus-visible {

calliope-web/src/lib/components/shell/AppShell.svelte

@@ -402,6 +402,7 @@
 		flex-shrink: 0;
 		margin-bottom: var(--sp-5);
 		border-radius: var(--r-md);
+		border-bottom: 2px solid var(--accent-lo);
 		display: grid;
 		place-items: center;
 		background: var(--accent-grad);

calliope-web/src/lib/components/shell/ShellPop.svelte

@@ -12,7 +12,11 @@
 		open?: boolean;
 		label: string;
 		align?: 'start' | 'end';
+		/** `top` opens above the trigger (triggers near the bottom edge, e.g. the composer). */
+		placement?: 'bottom' | 'top';
 		width?: string;
+		/** Set false when the content runs its own ↑↓ roving selection. */
+		arrowRoving?: boolean;
 		onclose?: () => void;
 		children: Snippet;
 	}
@@ -21,7 +25,9 @@
 		open = $bindable(false),
 		label,
 		align = 'start',
+		placement = 'bottom',
 		width = '300px',
+		arrowRoving = true,
 		onclose,
 		children,
 	}: Props = $props();
@@ -52,7 +58,7 @@
 		const current = document.activeElement as HTMLElement | null;
 		const index = current ? list.indexOf(current) : -1;
 		if (event.key === 'ArrowDown' || event.key === 'ArrowUp') {
-			if (current?.tagName === 'SELECT') return;
+			if (!arrowRoving || current?.tagName === 'SELECT') return;
 			event.preventDefault();
 			const step = event.key === 'ArrowDown' ? 1 : -1;
 			const next = index < 0 ? (step > 0 ? 0 : list.length - 1) : index + step;
@@ -126,7 +132,7 @@
 	<div class="pop-scrim" bind:this={scrim} aria-hidden="true" transition:fadeScrim></div>
 	<div
 		bind:this={panel}
-		class="shell-pop a-float align-{align}"
+		class="shell-pop a-float align-{align} place-{placement}"
 		style:--pop-w={width}
 		role="dialog"
 		aria-label={label}
@@ -156,6 +162,14 @@
 		right: 0;
 		transform-origin: top right;
 	}
+	.shell-pop.place-top {
+		top: auto;
+		bottom: calc(100% + var(--sp-2));
+		transform-origin: bottom left;
+	}
+	.shell-pop.place-top.align-end {
+		transform-origin: bottom right;
+	}
 	.pop-scrim {
 		display: none;
 	}
@@ -168,7 +182,8 @@
 			z-index: 59;
 			background: var(--overlay);
 		}
-		.shell-pop {
+		.shell-pop,
+		.shell-pop.place-top {
 			position: fixed;
 			top: auto;
 			left: 0;

calliope-web/src/lib/components/shell/nav.ts

@@ -9,6 +9,7 @@ export type NavId =
 	| 'agents'
 	| 'connections'
 	| 'models'
+	| 'library'
 	| 'settings';
 
 export interface NavItem {
@@ -33,6 +34,7 @@ export const NAV_MAIN: NavItem[] = [
 export const NAV_FOOT: NavItem[] = [
 	{ id: 'connections', labelKey: 'shell.navConnections', icon: 'link', href: '/connections' },
 	{ id: 'models', labelKey: 'shell.navModels', icon: 'assets', href: '/models' },
+	{ id: 'library', labelKey: 'shell.navLibrary', icon: 'folder', href: '/library' },
 	{ id: 'settings', labelKey: 'shell.navSettings', icon: 'settings', href: '/settings' },
 ];
 

calliope-web/src/lib/components/studio/MediaSlot.svelte

@@ -1,37 +1,33 @@
 <script lang="ts">
 	import Icon from '$lib/components/ui/Icon.svelte';
-	import Spinner from '$lib/components/ui/Spinner.svelte';
 	import { assetUrl } from '$lib/api';
 	import { IMAGE_SLOT_ACCEPT, formatBytes, uploadBaseName } from '$lib/comfy/imageFile';
 	import { t } from '$lib/i18n.svelte';
 
 	/**
-	 * A-style media upload slot (spec-v2 §5 上传槽, ref-upload-spec §2):
-	 * empty = 1.5px dashed border + "click or drop" + format line, drag-hover
-	 * = amber dashed, filled = solid border + thumb + name + size + 替换 + ✕,
-	 * error = red border + red reason.
+	 * Single media input slot as a composer tile (spec-v2 §3.3 输入槽):
+	 * empty = dashed + "+", drag-hover = gold, uploading = ring, filled = thumb
+	 * (click to replace) with a ✕ on hover/focus. `need` = required but empty
+	 * after a blocked 生成 (amber); `error` = rejected file / invalid (red).
 	 */
 	interface Props {
 		label: string;
-		/** Hint on the right of the label, e.g. 必填 · 1 张 / 可从生图结果送入. */
+		/** Hint after the label, e.g. 必填 · 1 张. */
 		hint?: string;
 		required?: boolean;
 		/** Current value: a server-side path ('' = empty). */
 		value: string;
 		kind: 'image' | 'video' | 'audio';
-		/** Thumb aspect: wide = 16:9 (first/last frame slots). */
-		aspect?: 'square' | 'wide';
-		/** Empty-state main line (defaults to 点击或拖入). */
-		emptyText?: string;
-		/** Empty-state mono line, e.g. accepted formats and size limit. */
-		emptySub?: string;
 		/** Byte size of the current file when known. */
 		size?: number;
 		uploading?: boolean;
 		uploadName?: string;
+		need?: boolean;
 		error?: string;
-		/** Show the "pick from image results" link (video-page image slots). */
+		/** Show the 从结果选 action (image slots fed from finished takes). */
 		allowFromResults?: boolean;
+		/** Anchor id so 「还缺：…」 can jump focus here. */
+		anchorId?: string;
 		onFile: (file: File) => void;
 		onFromResults?: () => void;
 		onClear: () => void;
@@ -43,14 +39,13 @@
 		required = false,
 		value,
 		kind,
-		aspect = 'square',
-		emptyText,
-		emptySub,
 		size,
 		uploading = false,
 		uploadName,
+		need = false,
 		error,
 		allowFromResults = false,
+		anchorId,
 		onFile,
 		onFromResults,
 		onClear,
@@ -66,7 +61,10 @@
 		dims = '';
 	});
 
-	const meta = $derived([dims, size != null ? formatBytes(size) : ''].filter(Boolean).join(' · '));
+	const filled = $derived(!!value && !broken);
+	const meta = $derived(
+		[uploadBaseName(value), dims, size != null ? formatBytes(size) : ''].filter(Boolean).join(' · '),
+	);
 
 	function accept(): string {
 		if (kind === 'video') return 'video/*,.mp4,.webm,.mov,.mkv';
@@ -87,17 +85,34 @@
 
 	function onDrop(e: DragEvent) {
 		e.preventDefault();
+		e.stopPropagation();
 		dragDepth = 0;
 		if (uploading) return;
 		const file = e.dataTransfer?.files?.[0];
 		if (file) onFile(file);
 	}
+
+	const dragHandlers = {
+		ondragenter: (e: DragEvent) => {
+			e.preventDefault();
+			dragDepth += 1;
+		},
+		ondragleave: () => (dragDepth = Math.max(0, dragDepth - 1)),
+		ondragover: (e: DragEvent) => e.preventDefault(),
+		ondrop: onDrop,
+	};
 </script>
 
-<div class="media-slot" class:wide={aspect === 'wide'}>
-	<div class="slot-label">
-		<span class="lbl">{label}{#if required}<em>*</em>{/if}</span>
-		{#if hint}<span class="slot-hint">{hint}</span>{/if}
+<div class="a-slot">
+	<div class="a-slot-label">
+		<span>{label}</span>
+		{#if required}<span class="req" aria-hidden="true">*</span>{/if}
+		{#if hint}<span>{hint}</span>{/if}
+		{#if allowFromResults && onFromResults}
+			<button type="button" class="a-btn ghost xs" onclick={onFromResults}>
+				{t('studio.slotFromResultsShort')}
+			</button>
+		{/if}
 	</div>
 
 	<input
@@ -113,110 +128,61 @@
 		}}
 	/>
 
-	{#if value && !broken}
-		<div class="slot-filled" class:invalid={!!error}>
-			<div class="slot-thumb">
-				{#if uploading}
-					<Spinner size="sm" />
-				{:else if kind === 'image'}
-					<img src={assetUrl(value)} alt={label} onload={noteDims} onerror={() => (broken = true)} />
-				{:else if kind === 'video'}
-					<video src={assetUrl(value)} preload="metadata" muted></video>
-					<span class="kind-badge" aria-hidden="true"><Icon name="film" size={12} /></span>
-				{:else}
-					<span class="kind-badge" aria-hidden="true"><Icon name="music" size={12} /></span>
-				{/if}
-			</div>
-			<div class="slot-meta">
-				<span class="name" title={uploading ? uploadName : uploadBaseName(value)}>
-					{uploading ? uploadName : uploadBaseName(value)}
-				</span>
-				{#if meta && !uploading}<span class="mono dims">{meta}</span>{/if}
-			</div>
-			<div class="slot-actions">
-				{#if allowFromResults && onFromResults}
-					<button type="button" class="mini-link" onclick={onFromResults}>
-						{t('studio.slotFromResultsShort')}
-					</button>
-				{/if}
-				<button type="button" class="mini-link" disabled={uploading} onclick={pick}>
-					{t('studio.refReplace')}
-				</button>
+	<div class="a-slot-row">
+		{#if filled}
+			<div class="a-tile" class:drag={dragDepth > 0} class:bad={!!error} {...dragHandlers}>
 				<button
 					type="button"
-					class="slot-clear"
-					aria-label={t('studio.deleteBtn')}
+					id={anchorId}
+					class="a-tile-hit"
+					title={`${t('studio.refReplace')} · ${meta}`}
+					aria-label={`${t('studio.refReplace')} ${label}`}
 					disabled={uploading}
-					onclick={onClear}
+					onclick={pick}
 				>
-					<Icon name="close" size={12} />
+					{#if kind === 'image'}
+						<img src={assetUrl(value)} alt="" onload={noteDims} onerror={() => (broken = true)} />
+					{:else if kind === 'video'}
+						<video src={assetUrl(value)} preload="metadata" muted playsinline></video>
+					{:else}
+						<Icon name="music" size={18} />
+					{/if}
 				</button>
+				{#if uploading}
+					<span class="a-tile-ring" title={uploadName}><i></i></span>
+				{:else}
+					<button type="button" class="a-tile-x" aria-label={`${t('studio.deleteBtn')} ${label}`} onclick={onClear}>
+						<Icon name="close" size={10} />
+					</button>
+				{/if}
 			</div>
-		</div>
-	{:else}
-		<button
-			type="button"
-			class="slot-empty"
-			class:drag={dragDepth > 0}
-			class:invalid={!!error}
-			class:wide={aspect === 'wide'}
-			disabled={uploading}
-			aria-busy={uploading || undefined}
-			onclick={pick}
-			ondragenter={(e) => {
-				e.preventDefault();
-				dragDepth += 1;
-			}}
-			ondragleave={() => (dragDepth = Math.max(0, dragDepth - 1))}
-			ondragover={(e) => e.preventDefault()}
-			ondrop={onDrop}
-		>
-			{#if uploading}
-				<Spinner size="sm" />
-				<span class="pick-text">{uploadName ?? t('studio.slotPick')}</span>
-			{:else}
-				<Icon name={kind === 'video' ? 'film' : kind === 'audio' ? 'music' : 'image'} size={16} />
-				<span class="pick-text">{emptyText ?? t('studio.slotPick')}</span>
-				{#if emptySub}<span class="pick-sub mono">{emptySub}</span>{/if}
-			{/if}
-		</button>
-		{#if allowFromResults && onFromResults}
-			<button type="button" class="from-results-link" onclick={onFromResults}>
-				{t('studio.slotFromResults')}
+		{:else}
+			<button
+				type="button"
+				id={anchorId}
+				class="a-tile add"
+				class:drag={dragDepth > 0}
+				class:need={need && !error}
+				class:bad={!!error}
+				title={t('studio.slotPick')}
+				aria-label={`${label} · ${t('studio.slotPick')}`}
+				aria-busy={uploading || undefined}
+				disabled={uploading}
+				onclick={pick}
+				{...dragHandlers}
+			>
+				{#if uploading}
+					<span class="a-tile-ring" title={uploadName}><i></i></span>
+				{:else}
+					<Icon name={kind === 'video' ? 'film' : kind === 'audio' ? 'music' : 'plus'} size={18} />
+				{/if}
 			</button>
 		{/if}
-	{/if}
-	{#if error}<span class="slot-error" role="alert">{error}</span>{/if}
+	</div>
+	{#if error?.trim()}<span class="a-slot-hint err" role="alert">{error}</span>{/if}
 </div>
 
 <style>
-	.media-slot {
-		display: flex;
-		flex-direction: column;
-		gap: 5px;
-		min-width: 0;
-	}
-	.slot-label {
-		display: flex;
-		align-items: baseline;
-		justify-content: space-between;
-		gap: 8px;
-	}
-	.lbl {
-		font-size: 12px;
-		font-weight: 600;
-		color: var(--text-2);
-	}
-	.lbl em {
-		color: var(--error);
-		font-style: normal;
-		margin-left: 2px;
-	}
-	.slot-hint {
-		font-size: 10.5px;
-		color: var(--text-3);
-		white-space: nowrap;
-	}
 	.sr-file {
 		position: absolute;
 		width: 1px;
@@ -226,164 +192,4 @@
 		white-space: nowrap;
 		border: 0;
 	}
-	.slot-empty {
-		display: flex;
-		flex-direction: column;
-		align-items: center;
-		justify-content: center;
-		gap: 6px;
-		min-height: 86px;
-		border: 1.5px dashed var(--border-strong);
-		border-radius: 8px;
-		background: var(--surface-2);
-		color: var(--text-3);
-		font-family: inherit;
-		font-size: 11.5px;
-		cursor: pointer;
-		transition:
-			border-color 150ms,
-			color 150ms;
-	}
-	.media-slot.wide .slot-empty {
-		aspect-ratio: 16 / 9;
-		min-height: 0;
-		width: 100%;
-	}
-	.slot-empty:hover:not(:disabled) {
-		color: var(--text-2);
-		border-color: rgba(255, 255, 255, 0.28);
-	}
-	.slot-empty.drag {
-		border-color: var(--accent);
-		color: var(--accent);
-	}
-	.slot-empty.invalid {
-		border-color: var(--err-line);
-	}
-	.slot-empty:disabled {
-		cursor: default;
-		opacity: 0.7;
-	}
-	.pick-text {
-		font-size: 12.5px;
-		color: var(--text-2);
-	}
-	.pick-sub {
-		font-size: 11px;
-		color: var(--text-3);
-	}
-	.from-results-link {
-		align-self: flex-end;
-		background: none;
-		border: none;
-		padding: 0;
-		font-family: inherit;
-		font-size: 11px;
-		color: var(--accent);
-		cursor: pointer;
-	}
-	.from-results-link:hover {
-		text-decoration: underline;
-	}
-	.slot-filled {
-		display: flex;
-		align-items: center;
-		gap: 10px;
-		border: 1px solid var(--border-strong);
-		border-radius: 8px;
-		background: var(--surface-2);
-		padding: 8px;
-	}
-	.slot-filled.invalid {
-		border-color: var(--error);
-	}
-	.slot-thumb {
-		width: 56px;
-		height: 56px;
-		flex-shrink: 0;
-		border-radius: 6px;
-		overflow: hidden;
-		background: var(--bg);
-		border: 1px solid var(--border);
-		display: flex;
-		align-items: center;
-		justify-content: center;
-		position: relative;
-	}
-	.media-slot.wide .slot-thumb {
-		width: 88px;
-		height: 50px;
-	}
-	.slot-thumb img,
-	.slot-thumb video {
-		display: block;
-		width: 100%;
-		height: 100%;
-		object-fit: cover;
-	}
-	.slot-thumb .kind-badge {
-		color: var(--text-3);
-	}
-	.slot-meta {
-		flex: 1;
-		display: flex;
-		flex-direction: column;
-		gap: 3px;
-		min-width: 0;
-	}
-	.name {
-		font-size: 12.5px;
-		color: var(--text);
-		overflow: hidden;
-		text-overflow: ellipsis;
-		white-space: nowrap;
-	}
-	.dims {
-		font-size: 10.5px;
-		color: var(--text-3);
-		white-space: nowrap;
-	}
-	.slot-actions {
-		display: inline-flex;
-		align-items: center;
-		gap: 8px;
-		flex-shrink: 0;
-	}
-	.mini-link {
-		background: none;
-		border: none;
-		padding: 0;
-		font-family: inherit;
-		font-size: 11.5px;
-		color: var(--text-2);
-		text-decoration: underline;
-		cursor: pointer;
-	}
-	.mini-link:hover:not(:disabled) {
-		color: var(--accent);
-	}
-	.mini-link:disabled {
-		opacity: 0.5;
-		cursor: default;
-	}
-	.slot-clear {
-		display: inline-flex;
-		align-items: center;
-		justify-content: center;
-		width: 22px;
-		height: 22px;
-		border: none;
-		border-radius: 6px;
-		background: var(--surface-3);
-		color: var(--text-3);
-		cursor: pointer;
-	}
-	.slot-clear:hover {
-		color: var(--error);
-		background: var(--error-dim);
-	}
-	.slot-error {
-		font-size: 11.5px;
-		color: var(--error);
-	}
 </style>

calliope-web/src/lib/components/studio/RefImageGrid.svelte

@@ -1,6 +1,5 @@
 <script lang="ts">
 	import Icon from '$lib/components/ui/Icon.svelte';
-	import Spinner from '$lib/components/ui/Spinner.svelte';
 	import { assetUrl } from '$lib/api';
 	import {
 		IMAGE_SLOT_ACCEPT,
@@ -12,11 +11,10 @@
 	import { t } from '$lib/i18n.svelte';
 
 	/**
-	 * Reference-media grid (ref-upload-spec §2 `.refgrid`, generalized to
-	 * image/video/audio in HEL-643): numbered cells 参考图/参考视频/参考音频
-	 * 1…N in the order they reach the workflow, each with replace and ✕; a
-	 * dashed add cell while below `max`; rejected files show as error cells
-	 * that take no place in the list.
+	 * Reference-media list as numbered composer tiles (spec-v2 §3.3 参考图):
+	 * 1…N in the order they reach the workflow — click a tile to replace it,
+	 * ✕ to remove; a dashed add tile while below `max`; rejected files show
+	 * as red tiles that take no place in the list.
 	 */
 	interface Reject {
 		name: string;
@@ -35,8 +33,12 @@
 		/** Index being replaced while uploading (-1 = adding). */
 		uploadingIndex?: number;
 		rejects?: Reject[];
+		/** Below the minimum after a blocked 生成 (amber add tile). */
+		need?: boolean;
 		error?: string;
 		allowFromResults?: boolean;
+		/** Anchor id on the add tile so 「还缺：…」 can jump focus here. */
+		anchorId?: string;
 		onAdd: (files: File[]) => void;
 		onReplace: (index: number, file: File) => void;
 		onRemove: (index: number) => void;
@@ -53,8 +55,10 @@
 		uploadingName,
 		uploadingIndex = -1,
 		rejects = [],
+		need = false,
 		error,
 		allowFromResults = false,
+		anchorId,
 		onAdd,
 		onReplace,
 		onRemove,
@@ -78,16 +82,27 @@
 			? t('studio.refHintMedia', { n: paths.length, max })
 			: t('studio.refHint', { n: paths.length, max }),
 	);
-	function durationOf(path: string): string {
-		const d = durations[path];
-		if (d == null || !Number.isFinite(d)) return '';
-		return `${d.toFixed(1)}s`;
-	}
+
 	function noteDuration(path: string, e: Event): void {
 		const el = e.currentTarget as HTMLVideoElement | HTMLAudioElement | null;
-		if (el && Number.isFinite(el.duration)) {
-			durations = { ...durations, [path]: el.duration };
-		}
+		if (el && Number.isFinite(el.duration)) durations = { ...durations, [path]: el.duration };
+	}
+
+	function noteDims(path: string, e: Event) {
+		const img = e.currentTarget as HTMLImageElement;
+		if (img.naturalWidth) dims = { ...dims, [path]: `${img.naturalWidth}×${img.naturalHeight}` };
+	}
+
+	function metaOf(path: string): string {
+		const d = durations[path];
+		return [
+			uploadBaseName(path),
+			dims[path],
+			d != null && Number.isFinite(d) ? `${d.toFixed(1)}s` : null,
+			sizes[path] != null ? formatBytes(sizes[path]) : null,
+		]
+			.filter(Boolean)
+			.join(' · ');
 	}
 
 	function pickAdd() {
@@ -105,28 +120,24 @@
 
 	function onDrop(e: DragEvent) {
 		e.preventDefault();
+		e.stopPropagation();
 		dragDepth = 0;
 		if (uploading) return;
 		const files = Array.from(e.dataTransfer?.files ?? []);
 		if (files.length) onAdd(files);
 	}
-
-	function noteDims(path: string, e: Event) {
-		const img = e.currentTarget as HTMLImageElement;
-		if (img.naturalWidth) dims = { ...dims, [path]: `${img.naturalWidth}×${img.naturalHeight}` };
-	}
-
-	function metaOf(path: string): string {
-		return [dims[path], durationOf(path), sizes[path] != null ? formatBytes(sizes[path]) : null]
-			.filter(Boolean)
-			.join(' · ');
-	}
 </script>
 
-<div class="refgrid-field">
-	<div class="slot-label">
-		<span class="lbl">{label}<em>*</em></span>
-		<span class="slot-hint">{hintLabel}</span>
+<div class="a-slot">
+	<div class="a-slot-label">
+		<span>{label}</span>
+		<span class="req" aria-hidden="true">*</span>
+		<span class="mono">{hintLabel}</span>
+		{#if allowFromResults && onFromResults && remaining > 0}
+			<button type="button" class="a-btn ghost xs" onclick={onFromResults}>
+				{t('studio.slotFromResultsShort')}
+			</button>
+		{/if}
 	</div>
 
 	<input
@@ -135,7 +146,7 @@
 		class="sr-file"
 		tabindex="-1"
 		aria-hidden="true"
-		accept={accept}
+		{accept}
 		multiple
 		onchange={(e) => {
 			const files = Array.from(e.currentTarget.files ?? []);
@@ -148,28 +159,26 @@
 		class="sr-file"
 		tabindex="-1"
 		aria-hidden="true"
-		accept={accept}
+		{accept}
 		onchange={(e) => {
 			const f = e.currentTarget.files?.[0];
 			if (f && replaceIndex >= 0) onReplace(replaceIndex, f);
 		}}
 	/>
 
-	<div class="refgrid" class:audio={mediaKind === 'audio'}>
+	<div class="a-slot-row">
 		{#each paths as path, i (path + i)}
-			<div class="ref-cell" class:busy={uploadingIndex === i}>
+			<div class="a-tile">
 				<button
 					type="button"
-					class="ref-thumb"
-					title={t('studio.refReplace')}
+					class="a-tile-hit"
+					title={`${t('studio.refReplace')} · ${metaOf(path)}`}
+					aria-label={`${t('studio.refReplace')} ${label} ${i + 1}`}
+					disabled={uploading}
 					onclick={() => pickReplace(i)}
 				>
 					{#if mediaKind === 'image'}
-						<img
-							src={assetUrl(path)}
-							alt={t('studio.slotRefN', { n: i + 1 })}
-							onload={(e) => noteDims(path, e)}
-						/>
+						<img src={assetUrl(path)} alt="" onload={(e) => noteDims(path, e)} />
 					{:else if mediaKind === 'video'}
 						<video
 							src={assetUrl(path)}
@@ -177,64 +186,59 @@
 							muted
 							playsinline
 							onloadedmetadata={(e) => noteDuration(path, e)}
-							title={uploadBaseName(path)}
 						></video>
 					{:else}
-						<span class="audio-glyph"><Icon name="music" size={18} /></span>
-						<audio
-							src={assetUrl(path)}
-							preload="metadata"
-							onloadedmetadata={(e) => noteDuration(path, e)}
-							title={uploadBaseName(path)}
+						<Icon name="music" size={18} />
+						<audio src={assetUrl(path)} preload="metadata" onloadedmetadata={(e) => noteDuration(path, e)}
 						></audio>
 					{/if}
-					<span class="ref-no mono">{i + 1}</span>
-					{#if uploadingIndex === i}
-						<span class="ref-busy"><Spinner size="sm" /></span>
-					{/if}
 				</button>
-				<button
-					type="button"
-					class="ref-x"
-					aria-label={isMedia ? t('studio.refRemoveMedia', { kind: label, n: i + 1 }) : t('studio.refRemove', { n: i + 1 })}
-					onclick={() => onRemove(i)}
-				>
-					<Icon name="close" size={11} />
-				</button>
-				<span class="ref-name" title={uploadBaseName(path)}>{uploadBaseName(path)}</span>
-				<span class="ref-meta mono">
-					{metaOf(path)}
-					<button type="button" class="mini-link" onclick={() => pickReplace(i)}>{t('studio.refReplace')}</button>
-				</span>
+				<span class="a-tile-idx">{i + 1}</span>
+				{#if uploadingIndex === i}
+					<span class="a-tile-ring" title={uploadingName}><i></i></span>
+				{:else}
+					<button
+						type="button"
+						class="a-tile-x"
+						aria-label={isMedia
+							? t('studio.refRemoveMedia', { kind: label, n: i + 1 })
+							: t('studio.refRemove', { n: i + 1 })}
+						onclick={() => onRemove(i)}
+					>
+						<Icon name="close" size={10} />
+					</button>
+				{/if}
 			</div>
 		{/each}
 
 		{#each rejects as rej, i (rej.name + i)}
-			<div class="ref-cell rejected" role="alert">
-				<div class="ref-thumb error">
-					<Icon name="close" size={16} />
-					<span class="mono">{t('studio.refRejectedShort')}</span>
-				</div>
+			<div class="a-tile bad" title={`${rej.name} · ${rej.message}`} role="img" aria-label={rej.name}>
+				<Icon name="alert" size={16} />
 				<button
 					type="button"
-					class="ref-x"
-					aria-label={t('studio.deleteBtn')}
+					class="a-tile-x"
+					aria-label={`${t('studio.deleteBtn')} ${rej.name}`}
 					onclick={() => onDismissReject(i)}
 				>
-					<Icon name="close" size={11} />
+					<Icon name="close" size={10} />
 				</button>
-				<span class="ref-name err" title={rej.name}>{rej.name}</span>
 			</div>
 		{/each}
 
 		{#if remaining > 0}
 			<button
 				type="button"
-				class="ref-add"
+				id={anchorId}
+				class="a-tile add"
 				class:drag={dragDepth > 0}
-				class:invalid={!!error}
-				disabled={uploading}
+				class:need={need && !error?.trim()}
+				class:bad={!!error?.trim()}
+				title={isMedia
+					? t('studio.refAddSubMedia', { n: remaining, max })
+					: t('studio.refAddSub', { n: remaining, max })}
+				aria-label={isMedia ? t('studio.refAddMedia', { kind: label }) : t('studio.refAdd')}
 				aria-busy={uploading || undefined}
+				disabled={uploading}
 				onclick={pickAdd}
 				ondragenter={(e) => {
 					e.preventDefault();
@@ -245,83 +249,24 @@
 				ondrop={onDrop}
 			>
 				{#if uploading && uploadingIndex < 0}
-					<Spinner size="sm" />
-					<span class="add-main">{uploadingName}</span>
+					<span class="a-tile-ring" title={uploadingName}><i></i></span>
 				{:else}
-					<Icon name="plus" size={16} />
-					<span class="add-main">{isMedia ? t('studio.refAddMedia', { kind: label }) : t('studio.refAdd')}</span>
-					<span class="add-sub mono">{isMedia ? t('studio.refAddSubMedia', { n: remaining, max }) : t('studio.refAddSub', { n: remaining, max })}</span>
+					<Icon name="plus" size={18} />
 				{/if}
 			</button>
 		{/if}
 	</div>
 
-	{#if allowFromResults && onFromResults && remaining > 0}
-		<button type="button" class="from-results-link" onclick={onFromResults}>
-			{t('studio.slotFromResults')}
-		</button>
-	{/if}
 	{#if remaining === 0}
-		<span class="full-note">{isMedia ? t('studio.refFullMedia', { max }) : t('studio.refFull', { max })}</span>
+		<span class="a-slot-hint">{isMedia ? t('studio.refFullMedia', { max }) : t('studio.refFull', { max })}</span>
 	{/if}
 	{#each rejects as rej, i (rej.name + i)}
-		<span class="slot-error">{rej.message}</span>
+		<span class="a-slot-hint err" role="alert">{rej.message}</span>
 	{/each}
-	{#if error?.trim()}<span class="slot-error" role="alert">{error}</span>{/if}
+	{#if error?.trim()}<span class="a-slot-hint err" role="alert">{error}</span>{/if}
 </div>
 
 <style>
-	.refgrid-field {
-		display: flex;
-		flex-direction: column;
-		gap: 6px;
-		min-width: 0;
-	}
-	.refgrid.audio {
-		grid-template-columns: repeat(2, minmax(0, 1fr));
-	}
-	.refgrid.audio .ref-thumb {
-		aspect-ratio: auto;
-		min-height: 64px;
-		flex-direction: column;
-		gap: 2px;
-		padding: 8px 4px;
-	}
-	.refgrid.audio audio {
-		width: 90%;
-		height: 28px;
-	}
-	.refgrid video {
-		width: 100%;
-		height: 100%;
-		object-fit: cover;
-		display: block;
-	}
-	.audio-glyph {
-		color: var(--text-3);
-		display: inline-flex;
-	}
-	.slot-label {
-		display: flex;
-		align-items: baseline;
-		justify-content: space-between;
-		gap: 8px;
-	}
-	.lbl {
-		font-size: 12px;
-		font-weight: 600;
-		color: var(--text-2);
-	}
-	.lbl em {
-		color: var(--error);
-		font-style: normal;
-		margin-left: 2px;
-	}
-	.slot-hint {
-		font-size: 10.5px;
-		color: var(--text-3);
-		white-space: nowrap;
-	}
 	.sr-file {
 		position: absolute;
 		width: 1px;
@@ -331,194 +276,7 @@
 		white-space: nowrap;
 		border: 0;
 	}
-	.refgrid {
-		display: grid;
-		grid-template-columns: repeat(3, minmax(0, 1fr));
-		gap: 8px;
-	}
-	.ref-cell {
-		position: relative;
-		display: flex;
-		flex-direction: column;
-		gap: 3px;
-		min-width: 0;
-		padding: 5px;
-		border: 1px solid var(--border-strong);
-		border-radius: 8px;
-		background: var(--surface-2);
-	}
-	.ref-cell.rejected {
-		border-color: var(--error);
-	}
-	.ref-thumb {
-		position: relative;
-		display: flex;
-		align-items: center;
-		justify-content: center;
-		aspect-ratio: 1;
-		padding: 0;
-		border: 1px solid var(--border);
-		border-radius: 6px;
-		overflow: hidden;
-		background: var(--bg);
-		cursor: pointer;
-	}
-	.ref-thumb img {
-		width: 100%;
-		height: 100%;
-		object-fit: cover;
-		display: block;
-	}
-	.ref-thumb.error {
-		flex-direction: column;
-		gap: 4px;
-		cursor: default;
-		color: var(--error);
-		font-size: 10px;
-	}
-	.ref-no {
-		position: absolute;
-		left: 4px;
-		top: 4px;
-		min-width: 16px;
-		padding: 0 4px;
-		border-radius: 4px;
-		background: rgba(0, 0, 0, 0.62);
-		color: var(--text);
-		font-size: 10px;
-		line-height: 16px;
-		text-align: center;
-	}
-	.ref-busy {
-		position: absolute;
-		inset: 0;
-		display: flex;
-		align-items: center;
-		justify-content: center;
-		background: rgba(0, 0, 0, 0.5);
-	}
-	.ref-x {
-		position: absolute;
-		top: 9px;
-		right: 9px;
-		display: inline-flex;
-		align-items: center;
-		justify-content: center;
-		width: 18px;
-		height: 18px;
-		padding: 0;
-		border: none;
-		border-radius: 5px;
-		background: rgba(0, 0, 0, 0.62);
-		color: var(--text);
-		cursor: pointer;
-	}
-	.ref-x:hover {
-		color: var(--error);
-	}
-	.ref-name {
-		font-size: 11px;
-		color: var(--text);
-		overflow: hidden;
-		text-overflow: ellipsis;
-		white-space: nowrap;
-	}
-	.ref-name.err {
-		color: var(--error);
-	}
-	.ref-meta {
-		display: flex;
-		align-items: center;
-		justify-content: space-between;
-		gap: 4px;
-		font-size: 9.5px;
-		color: var(--text-3);
-		white-space: nowrap;
-		overflow: hidden;
-	}
-	.mini-link {
-		background: none;
-		border: none;
-		padding: 0;
-		font-family: inherit;
-		font-size: 10.5px;
-		color: var(--text-2);
-		text-decoration: underline;
-		cursor: pointer;
-		flex-shrink: 0;
-	}
-	.mini-link:hover {
-		color: var(--accent);
-	}
-	.ref-add {
-		display: flex;
-		flex-direction: column;
-		align-items: center;
-		justify-content: center;
-		gap: 4px;
-		min-height: 110px;
-		padding: 8px 4px;
-		border: 1.5px dashed var(--border-strong);
-		border-radius: 8px;
-		background: var(--surface-2);
-		color: var(--text-3);
-		font-family: inherit;
-		cursor: pointer;
-		transition:
-			border-color 150ms,
-			color 150ms;
-	}
-	.ref-add:hover:not(:disabled) {
-		color: var(--text-2);
-	}
-	.ref-add.drag {
-		border-color: var(--accent);
-		color: var(--accent);
-	}
-	.ref-add.invalid {
-		border-color: var(--error);
-	}
-	.ref-add:disabled {
-		cursor: default;
-		opacity: 0.7;
-	}
-	.add-main {
-		font-size: 12px;
-		color: var(--text-2);
-		text-align: center;
-		overflow: hidden;
-		text-overflow: ellipsis;
-		max-width: 100%;
-	}
-	.add-sub {
-		font-size: 10px;
-		text-align: center;
-	}
-	.from-results-link {
-		align-self: flex-end;
-		background: none;
-		border: none;
-		padding: 0;
-		font-family: inherit;
-		font-size: 11px;
-		color: var(--accent);
-		cursor: pointer;
-	}
-	.from-results-link:hover {
-		text-decoration: underline;
-	}
-	.full-note {
-		font-size: 11px;
-		color: var(--text-3);
-	}
-	.slot-error {
-		font-size: 11.5px;
-		color: var(--error);
-		line-height: 1.5;
-	}
-	@media (max-width: 1023px) {
-		.refgrid {
-			grid-template-columns: repeat(auto-fill, minmax(120px, 1fr));
-		}
+	audio {
+		display: none;
 	}
 </style>

calliope-web/src/lib/components/ui/Drawer.svelte

@@ -0,0 +1,256 @@
+<script lang="ts">
+  import type { Snippet } from 'svelte';
+  import Icon from './Icon.svelte';
+  import { t } from '$lib/i18n.svelte';
+
+  /**
+   * Drawer — the shared right-side floating layer (HEL-649 §四.3):
+   * slides in over 280ms with --ease-drawer and reverses mid-flight,
+   * focus is trapped while open, Esc / backdrop click close it, and
+   * reduced-motion keeps only a ≤120ms opacity fade (no slide).
+   */
+  interface Props {
+    open?: boolean;
+    title?: string;
+    /** Panel width on >760px screens. */
+    width?: number;
+    dismissible?: boolean;
+    onclose?: () => void;
+    footer?: Snippet;
+    children: Snippet;
+  }
+
+  let {
+    open = $bindable(false),
+    title,
+    width = 380,
+    dismissible = true,
+    onclose,
+    footer,
+    children,
+  }: Props = $props();
+
+  const FOCUSABLE =
+    'a[href], button:not([disabled]), input:not([disabled]), select:not([disabled]), textarea:not([disabled]), [tabindex]:not([tabindex="-1"])';
+
+  const titleId = `drawer-title-${Math.random().toString(36).slice(2, 9)}`;
+
+  let panel = $state<HTMLDivElement | null>(null);
+
+  function requestClose() {
+    if (!dismissible) return;
+    open = false;
+  }
+
+  function handleKeydown(event: KeyboardEvent) {
+    if (event.key === 'Escape') {
+      event.preventDefault();
+      requestClose();
+      return;
+    }
+    if (event.key === 'Tab') trapFocus(event);
+  }
+
+  function trapFocus(event: KeyboardEvent) {
+    if (!panel) return;
+    const focusables = Array.from(
+      panel.querySelectorAll<HTMLElement>(FOCUSABLE),
+    ).filter((el) => el.getClientRects().length > 0);
+    if (focusables.length === 0) {
+      event.preventDefault();
+      panel.focus();
+      return;
+    }
+    const first = focusables[0];
+    const last = focusables[focusables.length - 1];
+    const active = document.activeElement;
+    const focusInside = panel.contains(active);
+    if (event.shiftKey && (!focusInside || active === first)) {
+      event.preventDefault();
+      last.focus();
+    } else if (!focusInside || active === last) {
+      event.preventDefault();
+      first.focus();
+    }
+  }
+
+  function handleBackdropClick(event: MouseEvent) {
+    if (event.target === event.currentTarget) requestClose();
+  }
+
+  $effect(() => {
+    if (!open) return;
+
+    const invoker = document.activeElement as HTMLElement | null;
+    const previousOverflow = document.body.style.overflow;
+    document.body.style.overflow = 'hidden';
+    document.addEventListener('keydown', handleKeydown, true);
+
+    requestAnimationFrame(() => {
+      if (!panel || panel.contains(document.activeElement)) return;
+      const first = panel.querySelector<HTMLElement>(FOCUSABLE);
+      (first ?? panel).focus();
+    });
+
+    return () => {
+      document.body.style.overflow = previousOverflow;
+      document.removeEventListener('keydown', handleKeydown, true);
+      if (invoker?.isConnected) invoker.focus();
+      onclose?.();
+    };
+  });
+</script>
+
+{#if open}
+  <!-- svelte-ignore a11y_click_events_have_key_events, a11y_no_static_element_interactions -->
+  <div class="drawer-backdrop" onclick={handleBackdropClick}>
+    <div
+      bind:this={panel}
+      class="drawer-panel"
+      style:--drawer-w="{width}px"
+      role="dialog"
+      aria-modal="true"
+      aria-labelledby={title ? titleId : undefined}
+      aria-label={title ? undefined : t('modal.dialog')}
+      tabindex="-1"
+    >
+      {#if title || dismissible}
+        <div class="drawer-header">
+          {#if title}
+            <h2 class="drawer-title" id={titleId}>{title}</h2>
+          {/if}
+          {#if dismissible}
+            <button
+              type="button"
+              class="drawer-close"
+              aria-label={t('modal.closeDialog')}
+              onclick={requestClose}
+            >
+              <Icon name="close" size={16} />
+            </button>
+          {/if}
+        </div>
+      {/if}
+      <div class="drawer-body">
+        {@render children()}
+      </div>
+      {#if footer}
+        <div class="drawer-footer">
+          {@render footer()}
+        </div>
+      {/if}
+    </div>
+  </div>
+{/if}
+
+<style>
+  .drawer-backdrop {
+    position: fixed;
+    inset: 0;
+    z-index: 900;
+    display: flex;
+    justify-content: flex-end;
+    background: var(--overlay);
+    animation: drawer-fade var(--d-state) ease-out;
+  }
+  .drawer-panel {
+    width: min(var(--drawer-w), 100vw);
+    height: 100dvh;
+    display: flex;
+    flex-direction: column;
+    background: var(--float-bg);
+    border-radius: var(--r-lg) 0 0 var(--r-lg);
+    box-shadow: var(--shadow-float);
+    outline: none;
+    animation: drawer-slide var(--d-drawer) var(--ease-drawer) both;
+  }
+  .drawer-header {
+    display: flex;
+    align-items: center;
+    justify-content: space-between;
+    gap: 12px;
+    padding: 16px 20px 0;
+    flex-shrink: 0;
+  }
+  .drawer-title {
+    margin: 0;
+    font-size: var(--fs-title);
+    font-weight: 600;
+    color: var(--text);
+  }
+  .drawer-close {
+    display: flex;
+    align-items: center;
+    justify-content: center;
+    width: 28px;
+    height: 28px;
+    margin-left: auto;
+    border: none;
+    border-radius: var(--r-sm);
+    background: transparent;
+    color: var(--text-3);
+    cursor: pointer;
+    transition:
+      background-color var(--d-state) ease,
+      color var(--d-state) ease;
+  }
+  @media (hover: hover) and (pointer: fine) {
+    .drawer-close:hover {
+      background: var(--bg-4);
+      color: var(--text);
+    }
+  }
+  .drawer-close:focus-visible {
+    outline: 2px solid var(--accent);
+    outline-offset: 2px;
+  }
+  .drawer-body {
+    padding: 14px 20px 20px;
+    overflow-y: auto;
+    flex: 1;
+    min-height: 0;
+    font-size: 13px;
+    line-height: 1.55;
+    color: var(--text);
+  }
+  .drawer-footer {
+    display: flex;
+    justify-content: flex-end;
+    gap: 8px;
+    padding: 12px 20px 16px;
+    border-top: 1px solid var(--line);
+    flex-shrink: 0;
+  }
+  @keyframes drawer-fade {
+    from {
+      opacity: 0;
+    }
+    to {
+      opacity: 1;
+    }
+  }
+  @keyframes drawer-slide {
+    from {
+      transform: translateX(100%);
+    }
+    to {
+      transform: translateX(0);
+    }
+  }
+  /* 减少动态效果 (§五)：去位移，只留 ≤120ms 透明度 */
+  :global(:root[data-reduce='1']) .drawer-panel {
+    animation: drawer-fade var(--d-drawer) ease-out both;
+  }
+  @media (prefers-reduced-motion: reduce) {
+    .drawer-panel {
+      animation: drawer-fade var(--d-drawer) ease-out both;
+    }
+  }
+
+  @media (max-width: 760px) {
+    .drawer-panel {
+      width: 100vw;
+      border-radius: 0;
+    }
+  }
+</style>

calliope-web/src/lib/components/ui/icons.ts

@@ -51,6 +51,7 @@ export const icons = {
 	stop: '<rect x="5" y="5" width="14" height="14" rx="2"/>',
 	// Status
 	check: '<path d="M20 6 9 17l-5-5"/>',
+	star: '<polygon points="12 2 15.09 8.26 22 9.27 17 14.14 18.18 21.02 12 17.77 5.82 21.02 7 14.14 2 9.27 8.91 8.26 12 2"/>',
 	alert:
 		'<path d="m21.73 18-8-14a2 2 0 0 0-3.48 0l-8 14A2 2 0 0 0 4 21h16a2 2 0 0 0 1.73-3Z"/><path d="M12 9v4"/><path d="M12 17h.01"/>',
 	info: '<circle cx="12" cy="12" r="10"/><path d="M12 16v-4"/><path d="M12 8h.01"/>',

calliope-web/src/lib/components/video/ClipMonitor.svelte

@@ -132,9 +132,7 @@ let {
 		min-height: 0;
 		width: 100%;
 		height: 100%;
-		background:
-			radial-gradient(ellipse at center, rgba(139, 92, 246, 0.08), transparent 55%),
-			#050508;
+		background: var(--stage-bg);
 		border: 1px solid var(--border);
 		border-radius: var(--radius-md);
 		overflow: hidden;

calliope-web/src/lib/components/video/ClipSourceModal.svelte

@@ -272,7 +272,7 @@
 		height: 20px;
 		border-radius: 9999px;
 		background: var(--accent);
-		color: #fff;
+		color: var(--accent-ink);
 		display: flex;
 		align-items: center;
 		justify-content: center;

calliope-web/src/lib/components/video/PromptPreviewModal.svelte

@@ -79,14 +79,14 @@
 	let criticNotes = $state<string[]>([]);
 
 	const preview = createMutation({
-		mutationFn: async (vars?: { force?: boolean }) => {
+		mutationFn: async (vars: { force?: boolean } | void) => {
 			if (!clip && !scene) throw new Error(t('promptPreview.noClipSelected'));
 			return jobsApi.previewPrompt(projectId, {
 				clip_id: clip?.id,
 				scene_id: clip ? undefined : scene?.id,
 				workflow_id: workflow?.id,
 				input_values: compactInputValues(inputValues),
-				force: Boolean(vars?.force),
+				force: Boolean((vars as { force?: boolean } | undefined)?.force),
 			});
 		},
 		onSuccess: (data) => {

calliope-web/src/lib/components/video/SceneFilmstrip.svelte

@@ -203,7 +203,7 @@ title={t('filmstrip.clipTitle', {
 		inset: 0 0 auto 0;
 		height: 3px;
 		z-index: 1;
-		background: #3f3f46;
+		background: var(--bg-4);
 	}
 
 	.clip.status-done .bar {

calliope-web/src/lib/components/workbench/AssetsStagePanel.svelte

@@ -4,10 +4,13 @@
 	import Icon from '$lib/components/ui/Icon.svelte';
 	import JobChip from './JobChip.svelte';
 	import PromptBlock from './PromptBlock.svelte';
+	import { deskHref } from '$lib/components/generate/context';
 	import { t } from '$lib/i18n.svelte';
 
 	interface Props {
 		stage: WorkbenchStage;
+		/** Enables the 在生成台调参 link (desk opens with this asset's context). */
+		projectId?: number;
 		onSave?: (content: Record<string, unknown>) => void;
 		onRun?: (instruction?: string) => void;
 		onGenerate?: (payload: {
@@ -20,7 +23,7 @@
 		busy?: boolean;
 	}
 
-	let { stage, onSave, onRun, onGenerate, onRetryJob, busy = false }: Props = $props();
+	let { stage, projectId, onSave, onRun, onGenerate, onRetryJob, busy = false }: Props = $props();
 
 	let editing = $state(false);
 	let draft = $state<WorkbenchAsset[]>([]);
@@ -78,12 +81,12 @@
 			{#each draft as asset (asset.id)}
 				<div class="asset-edit">
 					<div class="asset-edit-head">
-						<select class="wb-input w-kind" bind:value={asset.kind}>
+						<select class="a-input w-kind" bind:value={asset.kind}>
 							<option value="character">{t('workbench.asset.kindCharacter')}</option>
 							<option value="location">{t('workbench.asset.kindLocation')}</option>
 							<option value="prop">{t('workbench.asset.kindProp')}</option>
 						</select>
-						<input class="wb-input name" bind:value={asset.name} placeholder={t('workbench.asset.namePh')} />
+						<input class="a-input name" bind:value={asset.name} placeholder={t('workbench.asset.namePh')} />
 						<button
 							type="button"
 							class="icon-btn danger"
@@ -93,15 +96,15 @@
 							<Icon name="trash" size={13} />
 						</button>
 					</div>
-					<input class="wb-input" bind:value={asset.description} placeholder={t('workbench.asset.descPh')} />
+					<input class="a-input" bind:value={asset.description} placeholder={t('workbench.asset.descPh')} />
 					<textarea
-						class="wb-input mono"
+						class="a-input mono"
 						rows="2"
 						bind:value={asset.prompt}
 						placeholder={t('workbench.asset.promptPh')}
 					></textarea>
 					<input
-						class="wb-input mono"
+						class="a-input mono"
 						bind:value={asset.negative_prompt}
 						placeholder={t('workbench.style.negativePh')}
 					/>
@@ -109,17 +112,17 @@
 			{/each}
 		</div>
 		<div class="editor-foot">
-			<button type="button" class="btn ghost" onclick={addAsset}>
+			<button type="button" class="a-btn ghost" onclick={addAsset}>
 				<Icon name="plus" size={13} />
 				{t('workbench.asset.add')}
 			</button>
 			<div class="foot-btns">
-				<button type="button" class="btn ghost" onclick={() => (editing = false)}>
+				<button type="button" class="a-btn ghost" onclick={() => (editing = false)}>
 					{t('workbench.cancelEdit')}
 				</button>
 				<button
 					type="button"
-					class="btn primary"
+					class="a-btn primary"
 					disabled={!draft.some((a) => a.name.trim() && a.prompt.trim())}
 					onclick={save}
 				>
@@ -132,7 +135,7 @@
 	<div class="todo-card">
 		<p class="todo-title">{t('workbench.asset.todoTitle')}</p>
 		<p class="todo-body">{t('workbench.asset.todoBody')}</p>
-		<button type="button" class="btn primary" disabled={busy} onclick={() => onRun?.()}>
+		<button type="button" class="a-btn primary" disabled={busy} onclick={() => onRun?.()}>
 			<Icon name="sparkle" size={14} />
 			{t('workbench.asset.generate')}
 		</button>
@@ -168,9 +171,30 @@
 					<PromptBlock label={t('workbench.style.negativeLabel')} text={asset.negative_prompt} />
 				{/if}
 				<div class="asset-foot">
+					{#if projectId}
+						<a
+							class="a-btn ghost sm"
+							href={deskHref({
+								kind: 'image',
+								projectId,
+								stage: 'assets',
+								label: t('desk.ctxAsset', {
+									kind: t(KIND_LABEL[asset.kind] ?? 'workbench.asset.kindProp'),
+									name: asset.name,
+								}),
+							prompt: asset.prompt,
+							negative: asset.negative_prompt || undefined,
+							sourceKind: 'asset',
+							sourceId: asset.id,
+						})}
+							title={t('desk.openInDeskHint')}
+						>
+							{t('desk.openInDesk')}
+						</a>
+					{/if}
 					<button
 						type="button"
-						class="btn ghost gen"
+						class="a-btn ghost sm"
 						disabled={busy || jobActive(asset.job)}
 						title={t('workbench.asset.generateHint')}
 						onclick={() =>
@@ -192,11 +216,11 @@
 		<span class="hint">{t('workbench.asset.summary', { n: assets.length })}</span>
 		<div class="foot-btns">
 			{#if stage.status !== 'running'}
-				<button type="button" class="btn ghost" disabled={busy} onclick={startEdit}>
+				<button type="button" class="a-btn ghost" disabled={busy} onclick={startEdit}>
 					<Icon name="edit" size={13} />
 					{t('workbench.editDraft')}
 				</button>
-				<button type="button" class="btn ghost" disabled={busy} onclick={() => onRun?.()}>
+				<button type="button" class="a-btn ghost" disabled={busy} onclick={() => onRun?.()}>
 					<Icon name="retry" size={13} />
 					{t('workbench.regenerate')}
 				</button>
@@ -294,7 +318,9 @@
 	}
 	.asset-foot {
 		display: flex;
+		align-items: center;
 		justify-content: flex-end;
+		gap: var(--sp-2);
 	}
 
 	.retry-link {
@@ -354,34 +380,14 @@
 		gap: 8px;
 	}
 
-	.wb-input {
-		width: 100%;
-		box-sizing: border-box;
-		padding: 8px 10px;
-		background: var(--surface-2);
-		border: 1px solid var(--border-strong);
-		border-radius: 8px;
-		color: var(--text);
-		font-family: inherit;
-		font-size: 12.5px;
-		line-height: 1.6;
-		transition: border-color 150ms;
-	}
-	.wb-input:focus {
-		outline: none;
-		border-color: var(--accent-line);
-	}
-	.wb-input::placeholder {
-		color: var(--text-3);
-	}
-	.wb-input.mono {
+	.a-input.mono {
 		font-family: var(--font-a-mono);
 		font-size: 11.5px;
 	}
-	.wb-input.name {
+	.a-input.name {
 		font-weight: 600;
 	}
-	.wb-input.w-kind {
+	.a-input.w-kind {
 		width: 92px;
 		flex-shrink: 0;
 	}
@@ -408,44 +414,4 @@
 		color: var(--error);
 	}
 
-	.btn {
-		display: inline-flex;
-		align-items: center;
-		gap: 6px;
-		padding: 8px 14px;
-		border-radius: 8px;
-		border: 1px solid transparent;
-		font-family: inherit;
-		font-size: 12.5px;
-		cursor: pointer;
-		transition:
-			background-color 150ms cubic-bezier(0.16, 1, 0.3, 1),
-			border-color 150ms,
-			opacity 150ms;
-	}
-	.btn.primary {
-		background: var(--accent);
-		color: var(--accent-contrast);
-		font-weight: 600;
-	}
-	.btn.primary:hover:not(:disabled) {
-		filter: brightness(1.08);
-	}
-	.btn.ghost {
-		background: var(--surface-2);
-		border-color: var(--border-strong);
-		color: var(--text-2);
-	}
-	.btn.ghost:hover:not(:disabled) {
-		color: var(--text);
-		border-color: var(--line-2);
-	}
-	.btn.gen {
-		color: var(--accent);
-		border-color: var(--border-strong);
-	}
-	.btn:disabled {
-		opacity: 0.4;
-		cursor: not-allowed;
-	}
 </style>

calliope-web/src/lib/components/workbench/JobChip.svelte

@@ -83,7 +83,7 @@
 		width: 6px;
 		height: 6px;
 		border-radius: 50%;
-		background: var(--accent);
+		background: var(--run);
 		animation: wb-chip-breath 2s cubic-bezier(0.16, 1, 0.3, 1) infinite;
 	}
 	@keyframes wb-chip-breath {

calliope-web/src/lib/components/workbench/ScriptStagePanel.svelte

@@ -56,15 +56,15 @@
 			<blockquote class="idea-quote">{projectIdea}</blockquote>
 		{/if}
 		<div class="todo-actions">
-			<button type="button" class="btn primary" disabled={busy} onclick={() => onRun?.()}>
+			<button type="button" class="a-btn primary" disabled={busy} onclick={() => onRun?.()}>
 				<Icon name="sparkle" size={14} />
 				{t('workbench.script.generate')}
 			</button>
-			<button type="button" class="btn ghost" onclick={() => (importOpen = !importOpen)}>
+			<button type="button" class="a-btn ghost" onclick={() => (importOpen = !importOpen)}>
 				<Icon name="upload" size={14} />
 				{t('workbench.script.importBtn')}
 			</button>
-			<button type="button" class="btn ghost" onclick={startEdit}>
+			<button type="button" class="a-btn ghost" onclick={startEdit}>
 				<Icon name="edit" size={14} />
 				{t('workbench.script.writeManually')}
 			</button>
@@ -72,7 +72,7 @@
 		{#if importOpen}
 			<div class="import-box">
 				<textarea
-					class="wb-input"
+					class="a-input"
 					rows="8"
 					bind:value={importText}
 					placeholder={t('workbench.script.importPlaceholder')}
@@ -81,7 +81,7 @@
 					<span class="hint">{t('workbench.script.importHint')}</span>
 					<button
 						type="button"
-						class="btn primary sm"
+						class="a-btn primary sm"
 						disabled={importText.trim().length < 30}
 						onclick={doImport}
 					>
@@ -94,7 +94,7 @@
 {:else if editing}
 	<div class="editor">
 		<textarea
-			class="wb-input mono-area"
+			class="a-input mono-area"
 			rows="18"
 			bind:value={draft}
 			data-testid="script-editor"
@@ -102,12 +102,12 @@
 		<div class="editor-foot">
 			<span class="hint">{t('workbench.script.editorHint')}</span>
 			<div class="foot-btns">
-				<button type="button" class="btn ghost" onclick={() => (editing = false)}>
+				<button type="button" class="a-btn ghost" onclick={() => (editing = false)}>
 					{t('workbench.cancelEdit')}
 				</button>
 				<button
 					type="button"
-					class="btn primary"
+					class="a-btn primary"
 					disabled={draft.trim().length < 30}
 					onclick={save}
 				>
@@ -122,13 +122,13 @@
 		<span class="char-count mono">{t('workbench.charCount', { n: charCount })}</span>
 		<div class="foot-btns">
 			{#if stage.status !== 'running'}
-				<button type="button" class="btn ghost" disabled={busy} onclick={startEdit}>
+				<button type="button" class="a-btn ghost" disabled={busy} onclick={startEdit}>
 					<Icon name="edit" size={13} />
 					{t('workbench.editDraft')}
 				</button>
 				<button
 					type="button"
-					class="btn ghost"
+					class="a-btn ghost"
 					disabled={busy}
 					onclick={() => onRun?.()}
 					title={t('workbench.regenerateHint')}
@@ -243,65 +243,5 @@
 		color: var(--text-3);
 	}
 
-	.wb-input {
-		width: 100%;
-		box-sizing: border-box;
-		padding: 10px 12px;
-		background: var(--surface-2);
-		border: 1px solid var(--border-strong);
-		border-radius: 8px;
-		color: var(--text);
-		font-family: inherit;
-		font-size: 13px;
-		line-height: 1.7;
-		transition: border-color 150ms;
-	}
-	.wb-input:focus {
-		outline: none;
-		border-color: var(--accent-line);
-	}
-	.wb-input::placeholder {
-		color: var(--text-3);
-	}
 
-	.btn {
-		display: inline-flex;
-		align-items: center;
-		gap: 6px;
-		padding: 8px 14px;
-		border-radius: 8px;
-		border: 1px solid transparent;
-		font-family: inherit;
-		font-size: 12.5px;
-		cursor: pointer;
-		transition:
-			background-color 150ms cubic-bezier(0.16, 1, 0.3, 1),
-			border-color 150ms,
-			opacity 150ms;
-	}
-	.btn.primary {
-		background: var(--accent);
-		color: var(--accent-contrast);
-		font-weight: 600;
-	}
-	.btn.primary:hover:not(:disabled) {
-		filter: brightness(1.08);
-	}
-	.btn.ghost {
-		background: var(--surface-2);
-		border-color: var(--border-strong);
-		color: var(--text-2);
-	}
-	.btn.ghost:hover:not(:disabled) {
-		color: var(--text);
-		border-color: var(--line-2);
-	}
-	.btn.sm {
-		padding: 6px 12px;
-		font-size: 12px;
-	}
-	.btn:disabled {
-		opacity: 0.4;
-		cursor: not-allowed;
-	}
 </style>

calliope-web/src/lib/components/workbench/ShotStagePanel.svelte

@@ -4,10 +4,13 @@
 	import Icon from '$lib/components/ui/Icon.svelte';
 	import JobChip from './JobChip.svelte';
 	import PromptBlock from './PromptBlock.svelte';
+	import { deskHref } from '$lib/components/generate/context';
 	import { t } from '$lib/i18n.svelte';
 
 	interface Props {
 		stage: WorkbenchStage;
+		/** Enables the 在生成台调参 link (desk opens with this shot's context). */
+		projectId?: number;
 		onSave?: (content: Record<string, unknown>) => void;
 		onRun?: (instruction?: string) => void;
 		onGenerate?: (payload: {
@@ -20,7 +23,7 @@
 		busy?: boolean;
 	}
 
-	let { stage, onSave, onRun, onGenerate, onRetryJob, busy = false }: Props = $props();
+	let { stage, projectId, onSave, onRun, onGenerate, onRetryJob, busy = false }: Props = $props();
 
 	let editing = $state(false);
 	let draft = $state<VideoShot[]>([]);
@@ -71,9 +74,9 @@
 			{#each draft as shot (shot.id)}
 				<div class="vshot-edit">
 					<div class="vshot-edit-head">
-						<input class="wb-input w-no mono" bind:value={shot.shot_no} placeholder={t('workbench.vshot.noPh')} />
+						<input class="a-input w-no mono" bind:value={shot.shot_no} placeholder={t('workbench.vshot.noPh')} />
 						<input
-							class="wb-input w-dur mono"
+							class="a-input w-dur mono"
 							type="number"
 							min="1"
 							step="1"
@@ -89,9 +92,9 @@
 							<Icon name="trash" size={13} />
 						</button>
 					</div>
-					<input class="wb-input" bind:value={shot.description} placeholder={t('workbench.vshot.descPh')} />
+					<input class="a-input" bind:value={shot.description} placeholder={t('workbench.vshot.descPh')} />
 					<textarea
-						class="wb-input mono"
+						class="a-input mono"
 						rows="3"
 						bind:value={shot.prompt}
 						placeholder={t('workbench.vshot.promptPh')}
@@ -100,17 +103,17 @@
 			{/each}
 		</div>
 		<div class="editor-foot">
-			<button type="button" class="btn ghost" onclick={addShot}>
+			<button type="button" class="a-btn ghost" onclick={addShot}>
 				<Icon name="plus" size={13} />
 				{t('workbench.vshot.add')}
 			</button>
 			<div class="foot-btns">
-				<button type="button" class="btn ghost" onclick={() => (editing = false)}>
+				<button type="button" class="a-btn ghost" onclick={() => (editing = false)}>
 					{t('workbench.cancelEdit')}
 				</button>
 				<button
 					type="button"
-					class="btn primary"
+					class="a-btn primary"
 					disabled={!draft.some((s) => s.prompt.trim())}
 					onclick={save}
 				>
@@ -123,7 +126,7 @@
 	<div class="todo-card">
 		<p class="todo-title">{t('workbench.vshot.todoTitle')}</p>
 		<p class="todo-body">{t('workbench.vshot.todoBody')}</p>
-		<button type="button" class="btn primary" disabled={busy} onclick={() => onRun?.()}>
+		<button type="button" class="a-btn primary" disabled={busy} onclick={() => onRun?.()}>
 			<Icon name="sparkle" size={14} />
 			{t('workbench.vshot.generate')}
 		</button>
@@ -159,9 +162,27 @@
 				{/if}
 				<PromptBlock label={t('workbench.vshot.promptLabel')} text={shot.prompt} />
 				<div class="vshot-foot">
+					{#if projectId}
+						<a
+							class="a-btn ghost sm"
+						href={deskHref({
+							kind: 'video',
+							projectId,
+							stage: 'shot',
+							label: t('desk.ctxShot', { no: shot.shot_no }),
+							prompt: shot.prompt,
+							durationSec: shot.duration_sec,
+							sourceKind: 'shot',
+							sourceId: shot.id,
+						})}
+							title={t('desk.openInDeskHint')}
+						>
+							{t('desk.openInDesk')}
+						</a>
+					{/if}
 					<button
 						type="button"
-						class="btn ghost gen"
+						class="a-btn ghost sm"
 						disabled={busy || jobActive(shot.job)}
 						title={t('workbench.vshot.generateHint')}
 						onclick={() =>
@@ -183,11 +204,11 @@
 		<span class="hint">{t('workbench.vshot.summary', { n: shots.length })}</span>
 		<div class="foot-btns">
 			{#if stage.status !== 'running'}
-				<button type="button" class="btn ghost" disabled={busy} onclick={startEdit}>
+				<button type="button" class="a-btn ghost" disabled={busy} onclick={startEdit}>
 					<Icon name="edit" size={13} />
 					{t('workbench.editDraft')}
 				</button>
-				<button type="button" class="btn ghost" disabled={busy} onclick={() => onRun?.()}>
+				<button type="button" class="a-btn ghost" disabled={busy} onclick={() => onRun?.()}>
 					<Icon name="retry" size={13} />
 					{t('workbench.regenerate')}
 				</button>
@@ -241,9 +262,10 @@
 		flex-wrap: wrap;
 	}
 	.vshot-no {
-		font-size: 13px;
+		font-family: var(--mono);
+		font-size: var(--fs-body);
 		font-weight: 700;
-		color: var(--accent);
+		color: var(--accent-lo);
 		font-variant-numeric: tabular-nums;
 	}
 	.vshot-dur {
@@ -260,13 +282,15 @@
 	.vshot-video {
 		width: 100%;
 		max-height: 300px;
-		border-radius: 8px;
-		border: 1px solid var(--border);
-		background: #000;
+		border-radius: var(--r-md);
+		border: 1px solid var(--line);
+		background: var(--media-scrim);
 	}
 	.vshot-foot {
 		display: flex;
+		align-items: center;
 		justify-content: flex-end;
+		gap: var(--sp-2);
 	}
 
 	.retry-link {
@@ -326,35 +350,15 @@
 		gap: 8px;
 	}
 
-	.wb-input {
-		width: 100%;
-		box-sizing: border-box;
-		padding: 8px 10px;
-		background: var(--surface-2);
-		border: 1px solid var(--border-strong);
-		border-radius: 8px;
-		color: var(--text);
-		font-family: inherit;
-		font-size: 12.5px;
-		line-height: 1.6;
-		transition: border-color 150ms;
-	}
-	.wb-input:focus {
-		outline: none;
-		border-color: var(--accent-line);
-	}
-	.wb-input::placeholder {
-		color: var(--text-3);
-	}
-	.wb-input.mono {
+	.a-input.mono {
 		font-family: var(--font-a-mono);
 		font-size: 11.5px;
 	}
-	.wb-input.w-no {
+	.a-input.w-no {
 		width: 90px;
 		flex-shrink: 0;
 	}
-	.wb-input.w-dur {
+	.a-input.w-dur {
 		width: 110px;
 		flex-shrink: 0;
 	}
@@ -382,44 +386,4 @@
 		color: var(--error);
 	}
 
-	.btn {
-		display: inline-flex;
-		align-items: center;
-		gap: 6px;
-		padding: 8px 14px;
-		border-radius: 8px;
-		border: 1px solid transparent;
-		font-family: inherit;
-		font-size: 12.5px;
-		cursor: pointer;
-		transition:
-			background-color 150ms cubic-bezier(0.16, 1, 0.3, 1),
-			border-color 150ms,
-			opacity 150ms;
-	}
-	.btn.primary {
-		background: var(--accent);
-		color: var(--accent-contrast);
-		font-weight: 600;
-	}
-	.btn.primary:hover:not(:disabled) {
-		filter: brightness(1.08);
-	}
-	.btn.ghost {
-		background: var(--surface-2);
-		border-color: var(--border-strong);
-		color: var(--text-2);
-	}
-	.btn.ghost:hover:not(:disabled) {
-		color: var(--text);
-		border-color: var(--line-2);
-	}
-	.btn.gen {
-		color: var(--accent);
-		border-color: var(--border-strong);
-	}
-	.btn:disabled {
-		opacity: 0.4;
-		cursor: not-allowed;
-	}
 </style>

calliope-web/src/lib/components/workbench/StageStepper.svelte

@@ -50,7 +50,7 @@
 	function stateLabel(stage: WorkbenchStage): string {
 		const s = stateOf(stage);
 		if (s === 'running') return t('workbench.state.running');
-		if (s === 'confirmed') return t('workbench.state.confirmed');
+		if (s === 'confirmed') return `✓ ${t('workbench.state.confirmed')}`;
 		if (s === 'edited') return t('workbench.state.edited');
 		if (s === 'draft') return t('workbench.state.draft');
 		return t('workbench.state.todo');
@@ -144,6 +144,14 @@
 	.step-btn.active {
 		background: var(--surface-2);
 		border-color: var(--border-strong);
+		/* §3.2 当前段：金色下划 2px 内阴影 + 段名金色。 */
+		box-shadow: inset 0 -2px 0 var(--accent);
+	}
+	.step-btn.active .step-name {
+		color: var(--accent);
+	}
+	.step-btn[data-state='confirmed']:not(.active) .step-name {
+		color: var(--success);
 	}
 	.step-btn.locked {
 		opacity: 0.55;

calliope-web/src/lib/components/workbench/StoryboardStagePanel.svelte

@@ -71,11 +71,11 @@
 						</button>
 					</div>
 					<div class="shot-fields">
-						<input class="wb-input w-xs" bind:value={shot.scene} placeholder={t('workbench.board.scene')} />
-						<input class="wb-input w-xs" bind:value={shot.shot_size} placeholder={t('workbench.board.size')} />
-						<input class="wb-input w-xs" bind:value={shot.camera} placeholder={t('workbench.board.camera')} />
+						<input class="a-input w-xs" bind:value={shot.scene} placeholder={t('workbench.board.scene')} />
+						<input class="a-input w-xs" bind:value={shot.shot_size} placeholder={t('workbench.board.size')} />
+						<input class="a-input w-xs" bind:value={shot.camera} placeholder={t('workbench.board.camera')} />
 						<input
-							class="wb-input w-xs mono"
+							class="a-input w-xs mono"
 							type="number"
 							min="0.5"
 							step="0.5"
@@ -84,27 +84,27 @@
 						/>
 					</div>
 					<textarea
-						class="wb-input"
+						class="a-input"
 						rows="2"
 						bind:value={shot.description}
 						placeholder={t('workbench.board.descPh')}
 					></textarea>
-					<input class="wb-input" bind:value={shot.dialog} placeholder={t('workbench.board.dialogPh')} />
+					<input class="a-input" bind:value={shot.dialog} placeholder={t('workbench.board.dialogPh')} />
 				</div>
 			{/each}
 		</div>
 		<div class="editor-foot">
-			<button type="button" class="btn ghost" onclick={addShot}>
+			<button type="button" class="a-btn ghost" onclick={addShot}>
 				<Icon name="plus" size={13} />
 				{t('workbench.board.add')}
 			</button>
 			<div class="foot-btns">
-				<button type="button" class="btn ghost" onclick={() => (editing = false)}>
+				<button type="button" class="a-btn ghost" onclick={() => (editing = false)}>
 					{t('workbench.cancelEdit')}
 				</button>
 				<button
 					type="button"
-					class="btn primary"
+					class="a-btn primary"
 					disabled={!draft.some((s) => s.description.trim())}
 					onclick={save}
 				>
@@ -117,7 +117,7 @@
 	<div class="todo-card">
 		<p class="todo-title">{t('workbench.board.todoTitle')}</p>
 		<p class="todo-body">{t('workbench.board.todoBody')}</p>
-		<button type="button" class="btn primary" disabled={busy} onclick={() => onRun?.()}>
+		<button type="button" class="a-btn primary" disabled={busy} onclick={() => onRun?.()}>
 			<Icon name="sparkle" size={14} />
 			{t('workbench.board.generate')}
 		</button>
@@ -149,11 +149,11 @@
 		<span class="hint mono">{t('workbench.board.summary', { n: shots.length, sec: totalDuration })}</span>
 		<div class="foot-btns">
 			{#if stage.status !== 'running'}
-				<button type="button" class="btn ghost" disabled={busy} onclick={startEdit}>
+				<button type="button" class="a-btn ghost" disabled={busy} onclick={startEdit}>
 					<Icon name="edit" size={13} />
 					{t('workbench.editDraft')}
 				</button>
-				<button type="button" class="btn ghost" disabled={busy} onclick={() => onRun?.()}>
+				<button type="button" class="a-btn ghost" disabled={busy} onclick={() => onRun?.()}>
 					<Icon name="retry" size={13} />
 					{t('workbench.regenerate')}
 				</button>
@@ -282,31 +282,11 @@
 		flex-wrap: wrap;
 		gap: 8px;
 	}
-	.wb-input {
-		width: 100%;
-		box-sizing: border-box;
-		padding: 8px 10px;
-		background: var(--surface-2);
-		border: 1px solid var(--border-strong);
-		border-radius: 8px;
-		color: var(--text);
-		font-family: inherit;
-		font-size: 12.5px;
-		line-height: 1.6;
-		transition: border-color 150ms;
-	}
-	.wb-input:focus {
-		outline: none;
-		border-color: var(--accent-line);
-	}
-	.wb-input::placeholder {
-		color: var(--text-3);
-	}
-	.wb-input.mono {
+	.a-input.mono {
 		font-family: var(--font-a-mono);
 		font-size: 11.5px;
 	}
-	.wb-input.w-xs {
+	.a-input.w-xs {
 		width: 110px;
 		flex: 1;
 		min-width: 96px;
@@ -356,40 +336,4 @@
 		color: var(--error);
 	}
 
-	.btn {
-		display: inline-flex;
-		align-items: center;
-		gap: 6px;
-		padding: 8px 14px;
-		border-radius: 8px;
-		border: 1px solid transparent;
-		font-family: inherit;
-		font-size: 12.5px;
-		cursor: pointer;
-		transition:
-			background-color 150ms cubic-bezier(0.16, 1, 0.3, 1),
-			border-color 150ms,
-			opacity 150ms;
-	}
-	.btn.primary {
-		background: var(--accent);
-		color: var(--accent-contrast);
-		font-weight: 600;
-	}
-	.btn.primary:hover:not(:disabled) {
-		filter: brightness(1.08);
-	}
-	.btn.ghost {
-		background: var(--surface-2);
-		border-color: var(--border-strong);
-		color: var(--text-2);
-	}
-	.btn.ghost:hover:not(:disabled) {
-		color: var(--text);
-		border-color: var(--line-2);
-	}
-	.btn:disabled {
-		opacity: 0.4;
-		cursor: not-allowed;
-	}
 </style>

calliope-web/src/lib/components/workbench/StyleStagePanel.svelte

@@ -67,7 +67,7 @@
 			<div class="dir-edit">
 				<div class="dir-edit-head">
 					<span class="dir-index mono">{i + 1}</span>
-					<input class="wb-input name" bind:value={dir.name} placeholder={t('workbench.style.namePh')} />
+					<input class="a-input name" bind:value={dir.name} placeholder={t('workbench.style.namePh')} />
 					<button
 						type="button"
 						class="icon-btn danger"
@@ -78,35 +78,35 @@
 					</button>
 				</div>
 				<input
-					class="wb-input"
+					class="a-input"
 					bind:value={dir.description}
 					placeholder={t('workbench.style.descPh')}
 				/>
 				<textarea
-					class="wb-input mono"
+					class="a-input mono"
 					rows="2"
 					bind:value={dir.prompt}
 					placeholder={t('workbench.style.promptPh')}
 				></textarea>
 				<input
-					class="wb-input mono"
+					class="a-input mono"
 					bind:value={dir.negative_prompt}
 					placeholder={t('workbench.style.negativePh')}
 				/>
 			</div>
 		{/each}
 		<div class="editor-foot">
-			<button type="button" class="btn ghost" onclick={addDirection}>
+			<button type="button" class="a-btn ghost" onclick={addDirection}>
 				<Icon name="plus" size={13} />
 				{t('workbench.style.add')}
 			</button>
 			<div class="foot-btns">
-				<button type="button" class="btn ghost" onclick={() => (editing = false)}>
+				<button type="button" class="a-btn ghost" onclick={() => (editing = false)}>
 					{t('workbench.cancelEdit')}
 				</button>
 				<button
 					type="button"
-					class="btn primary"
+					class="a-btn primary"
 					disabled={draft.filter((d) => d.name.trim() && d.prompt.trim()).length < 2}
 					onclick={save}
 				>
@@ -119,7 +119,7 @@
 	<div class="todo-card">
 		<p class="todo-title">{t('workbench.style.todoTitle')}</p>
 		<p class="todo-body">{t('workbench.style.todoBody')}</p>
-		<button type="button" class="btn primary" disabled={busy} onclick={() => onRun?.()}>
+		<button type="button" class="a-btn primary" disabled={busy} onclick={() => onRun?.()}>
 			<Icon name="sparkle" size={14} />
 			{t('workbench.style.generate')}
 		</button>
@@ -153,11 +153,11 @@
 		<span class="hint">{t('workbench.style.chooseHint')}</span>
 		<div class="foot-btns">
 			{#if stage.status !== 'running'}
-				<button type="button" class="btn ghost" disabled={busy} onclick={startEdit}>
+				<button type="button" class="a-btn ghost" disabled={busy} onclick={startEdit}>
 					<Icon name="edit" size={13} />
 					{t('workbench.editDraft')}
 				</button>
-				<button type="button" class="btn ghost" disabled={busy} onclick={() => onRun?.()}>
+				<button type="button" class="a-btn ghost" disabled={busy} onclick={() => onRun?.()}>
 					<Icon name="retry" size={13} />
 					{t('workbench.regenerate')}
 				</button>
@@ -295,31 +295,11 @@
 		gap: 8px;
 	}
 
-	.wb-input {
-		width: 100%;
-		box-sizing: border-box;
-		padding: 8px 10px;
-		background: var(--surface-2);
-		border: 1px solid var(--border-strong);
-		border-radius: 8px;
-		color: var(--text);
-		font-family: inherit;
-		font-size: 12.5px;
-		line-height: 1.6;
-		transition: border-color 150ms;
-	}
-	.wb-input:focus {
-		outline: none;
-		border-color: var(--accent-line);
-	}
-	.wb-input::placeholder {
-		color: var(--text-3);
-	}
-	.wb-input.mono {
+	.a-input.mono {
 		font-family: var(--font-a-mono);
 		font-size: 11.5px;
 	}
-	.wb-input.name {
+	.a-input.name {
 		font-weight: 600;
 	}
 
@@ -345,40 +325,4 @@
 		color: var(--error);
 	}
 
-	.btn {
-		display: inline-flex;
-		align-items: center;
-		gap: 6px;
-		padding: 8px 14px;
-		border-radius: 8px;
-		border: 1px solid transparent;
-		font-family: inherit;
-		font-size: 12.5px;
-		cursor: pointer;
-		transition:
-			background-color 150ms cubic-bezier(0.16, 1, 0.3, 1),
-			border-color 150ms,
-			opacity 150ms;
-	}
-	.btn.primary {
-		background: var(--accent);
-		color: var(--accent-contrast);
-		font-weight: 600;
-	}
-	.btn.primary:hover:not(:disabled) {
-		filter: brightness(1.08);
-	}
-	.btn.ghost {
-		background: var(--surface-2);
-		border-color: var(--border-strong);
-		color: var(--text-2);
-	}
-	.btn.ghost:hover:not(:disabled) {
-		color: var(--text);
-		border-color: var(--line-2);
-	}
-	.btn:disabled {
-		opacity: 0.4;
-		cursor: not-allowed;
-	}
 </style>

calliope-web/src/lib/components/workflows/WorkflowBatchImportWizard.svelte

@@ -0,0 +1,908 @@
+<script lang="ts">
+	import Drawer from '$lib/components/ui/Drawer.svelte';
+	import Button from '$lib/components/ui/Button.svelte';
+	import Icon from '$lib/components/ui/Icon.svelte';
+	import {
+		apiErrorMessage,
+		workflows,
+		type ComfyEndpoint,
+		type WorkflowConvertFileReport,
+		type WorkflowConvertReport,
+		type WorkflowImportResult,
+		type WorkflowUIFileInput,
+		type WorkflowUsage,
+	} from '$lib/api';
+	import { WORKFLOW_USAGES } from '$lib/comfy/types';
+	import { t } from '$lib/i18n.svelte';
+	import { toast } from '$lib/toast';
+
+	/**
+	 * 批量导入向导 (HEL-682 / S4)：扫描服务器目录或选择多个本地文件 →
+	 * dry-run 逐文件预检报告（ok / warn / fail / 需人工确认，含建议元数据）→
+	 * 确认后提交导入。warn 项可补充用途后以启用状态入库；fail 与需人工确认项
+	 * 不会被导入，也不得被标作可运行。重复导入按内容去重，全部跳过。
+	 */
+	interface Props {
+		open?: boolean;
+		endpoints: ComfyEndpoint[];
+		onimported?: () => void;
+	}
+
+	let { open = $bindable(false), endpoints, onimported }: Props = $props();
+
+	type Step = 'source' | 'report' | 'result';
+
+	let step = $state<Step>('source');
+	let mode = $state<'scan' | 'files'>('scan');
+	let scanRoot = $state('example_ComfyUI_workflows');
+	let preflightId = $state('');
+	let inputFiles = $state<WorkflowUIFileInput[]>([]);
+	let nonUiSkipped = $state<string[]>([]);
+	let reading = $state(false);
+	let running = $state(false);
+	let importing = $state(false);
+	let error = $state('');
+	let report = $state<WorkflowConvertReport | null>(null);
+	let result = $state<WorkflowImportResult | null>(null);
+	let usageApplied = $state(0);
+	/** Per-file usage chosen in the report step, keyed by name\0source_path. */
+	let usageBy = $state<Record<string, WorkflowUsage>>({});
+	/** Files the user un-checked (file-picker mode only). */
+	let excludedKeys = $state<Set<string>>(new Set());
+	let rSearch = $state('');
+	let rFilter = $state<'all' | 'warn' | 'blocked'>('all');
+	let expandedIssues = $state<Set<string>>(new Set());
+	let visible = $state(60);
+	let fileInput = $state<HTMLInputElement | null>(null);
+
+	function rk(f: { name: string; source_path: string | null }): string {
+		return `${f.name}\u0000${f.source_path ?? ''}`;
+	}
+
+	function reset() {
+		step = 'source';
+		inputFiles = [];
+		nonUiSkipped = [];
+		report = null;
+		result = null;
+		usageApplied = 0;
+		usageBy = {};
+		excludedKeys = new Set();
+		rSearch = '';
+		rFilter = 'all';
+		expandedIssues = new Set();
+		visible = 60;
+		error = '';
+	}
+
+	function usageLabel(u: WorkflowUsage | null | undefined): string {
+		return u ? t(`usage.${u}`) : t('usage.pending');
+	}
+
+	function mediaIcon(kind: string): 'image' | 'film' | 'music' {
+		if (kind === 'video') return 'film';
+		if (kind === 'audio') return 'music';
+		return 'image';
+	}
+
+	function mediaTitle(kind: string): string {
+		if (kind === 'video') return t('wl.mediaVideo');
+		if (kind === 'audio') return t('wl.mediaAudio');
+		return t('wl.mediaImage');
+	}
+
+	async function readPickedFiles(list: FileList | null) {
+		if (!list?.length) return;
+		reading = true;
+		error = '';
+		try {
+			const items: WorkflowUIFileInput[] = [];
+			const skipped: string[] = [];
+			for (const file of Array.from(list)) {
+				try {
+					const data = JSON.parse(await file.text());
+					if (!(data && typeof data === 'object' && Array.isArray(data.nodes))) {
+						skipped.push(file.name);
+						continue;
+					}
+					items.push({
+						name: file.name.replace(/\.json$/i, ''),
+						source_path: file.name,
+						workflow_json: data,
+					});
+				} catch {
+					skipped.push(file.name);
+				}
+			}
+			inputFiles = items;
+			nonUiSkipped = skipped;
+		} finally {
+			reading = false;
+			if (fileInput) fileInput.value = '';
+		}
+	}
+
+	async function runDryRun() {
+		running = true;
+		error = '';
+		try {
+			let res: WorkflowConvertReport;
+			if (mode === 'scan') {
+				res = await workflows.importScanDry(scanRoot.trim() || 'example_ComfyUI_workflows');
+				inputFiles = [];
+				nonUiSkipped = [];
+			} else {
+				if (inputFiles.length === 0) {
+					error = t('wiz.noFiles');
+					return;
+				}
+				res = await workflows.convert(
+					inputFiles,
+					preflightId ? { endpoint_id: preflightId } : undefined,
+				);
+			}
+			report = res;
+			usageBy = {};
+			excludedKeys = new Set(res.files.filter((f) => !f.importable).map((f) => rk(f)));
+			rSearch = '';
+			rFilter = 'all';
+			expandedIssues = new Set();
+			visible = 60;
+			step = 'report';
+		} catch (err) {
+			error = apiErrorMessage(err);
+		} finally {
+			running = false;
+		}
+	}
+
+	const selectedCount = $derived(
+		report
+			? mode === 'files'
+				? report.files.filter((f) => f.importable && !excludedKeys.has(rk(f))).length
+				: report.importable
+			: 0,
+	);
+	const blockedCount = $derived(
+		report ? report.files.filter((f) => !f.importable).length : 0,
+	);
+
+	const filteredFiles = $derived.by(() => {
+		if (!report) return [];
+		const q = rSearch.trim().toLowerCase();
+		return report.files.filter((f) => {
+			if (rFilter === 'warn' && f.status !== 'warn') return false;
+			if (rFilter === 'blocked' && f.importable) return false;
+			if (!q) return true;
+			return (
+				f.name.toLowerCase().includes(q) ||
+				(f.source_path ?? '').toLowerCase().includes(q) ||
+				(f.suggested?.model_family ?? '').toLowerCase().includes(q)
+			);
+		});
+	});
+
+	function needsUsagePick(f: WorkflowConvertFileReport): boolean {
+		return Boolean(f.importable && (!f.suggested?.usage || f.suggested.usage_ambiguous));
+	}
+
+	function setUsage(f: WorkflowConvertFileReport, usage: string) {
+		const key = rk(f);
+		if (usage) usageBy = { ...usageBy, [key]: usage as WorkflowUsage };
+		else {
+			const next = { ...usageBy };
+			delete next[key];
+			usageBy = next;
+		}
+	}
+
+	function toggleIssue(f: WorkflowConvertFileReport) {
+		const key = rk(f);
+		const next = new Set(expandedIssues);
+		if (next.has(key)) next.delete(key);
+		else next.add(key);
+		expandedIssues = next;
+	}
+
+	function skipText(reason: string | null | undefined): string {
+		if (reason === 'conflict') return t('wiz.conflict');
+		return reason ?? '';
+	}
+
+	async function runImport() {
+		if (!report) return;
+		importing = true;
+		error = '';
+		try {
+			let res: WorkflowImportResult;
+			if (mode === 'files') {
+				const files = inputFiles
+					.map((item, i) => ({ item, f: report!.files[i] }))
+					.filter(({ f }) => f?.importable && !excludedKeys.has(rk(f)))
+					.map(({ item, f }) => {
+						const usage = usageBy[rk(f)];
+						return usage ? { ...item, usage } : item;
+					});
+				res = await workflows.importBatch(files);
+			} else {
+				res = await workflows.importScanCommit(scanRoot.trim() || 'example_ComfyUI_workflows');
+			}
+			result = res;
+			// Directory commits import everything found server-side; usage
+			// choices from the report step are applied to the fresh rows here.
+			if (mode === 'scan') {
+				let applied = 0;
+				for (const f of res.files) {
+					const usage = usageBy[rk(f)];
+					if (f.result === 'imported' && f.id != null && usage) {
+						try {
+							await workflows.update(f.id, {
+								usage,
+								usage_source: 'user',
+								is_enabled: true,
+							});
+							applied++;
+						} catch {
+							try {
+								await workflows.update(f.id, { usage, usage_source: 'user' });
+								applied++;
+							} catch {
+								/* keep the imported row, skip the override */
+							}
+						}
+					}
+				}
+				usageApplied = applied;
+			}
+			step = 'result';
+			onimported?.();
+			if (res.imported > 0) toast.success(t('wiz.importedToast', { n: res.imported }));
+		} catch (err) {
+			error = apiErrorMessage(err);
+		} finally {
+			importing = false;
+		}
+	}
+</script>
+
+<Drawer bind:open title={t('wiz.title')} width={780} onclose={reset}>
+	<ol class="wz-steps" aria-label={t('wiz.title')}>
+		<li class:active={step === 'source'} class:done={step !== 'source'}>
+			<span class="wz-step-n">1</span>{t('wiz.stepSource')}
+		</li>
+		<li class:active={step === 'report'} class:done={step === 'result'}>
+			<span class="wz-step-n">2</span>{t('wiz.stepReport')}
+		</li>
+		<li class:active={step === 'result'}>
+			<span class="wz-step-n">3</span>{t('wiz.stepResult')}
+		</li>
+	</ol>
+
+	{#if error}
+		<div class="wz-error" role="alert">
+			<Icon name="alert" size={14} />
+			<span>{error}</span>
+		</div>
+	{/if}
+
+	{#if step === 'source'}
+		<div class="seg wz-mode" role="radiogroup" aria-label={t('wiz.sourceLabel')}>
+			<button
+				type="button"
+				class="seg-item"
+				class:selected={mode === 'scan'}
+				aria-pressed={mode === 'scan'}
+				onclick={() => (mode = 'scan')}
+			>
+				<Icon name="folder" size={14} />
+				{t('wiz.modeScan')}
+			</button>
+			<button
+				type="button"
+				class="seg-item"
+				class:selected={mode === 'files'}
+				aria-pressed={mode === 'files'}
+				onclick={() => (mode = 'files')}
+			>
+				<Icon name="upload" size={14} />
+				{t('wiz.modeFiles')}
+			</button>
+		</div>
+
+		{#if mode === 'scan'}
+			<label class="wz-field">
+				<span class="wz-label">{t('wiz.rootLabel')}</span>
+				<input
+					class="a-input wz-root"
+					value={scanRoot}
+					spellcheck="false"
+					oninput={(e) => (scanRoot = e.currentTarget.value)}
+					placeholder="example_ComfyUI_workflows"
+				/>
+				<span class="wz-hint">{t('wiz.rootHint')}</span>
+			</label>
+		{:else}
+			<div class="wz-field">
+				<span class="wz-label">{t('wiz.pickFiles')}</span>
+				<button type="button" class="a-btn secondary" onclick={() => fileInput?.click()}>
+					<Icon name="upload" size={14} />
+					{t('wiz.pickFilesBtn')}
+				</button>
+				<input
+					bind:this={fileInput}
+					type="file"
+					accept=".json,application/json"
+					multiple
+					class="wz-file-hidden"
+					onchange={(e) => void readPickedFiles(e.currentTarget.files)}
+				/>
+				<span class="wz-hint">{t('wiz.pickFilesHint')}</span>
+				{#if reading}
+					<p class="wz-read">{t('common.loading')}…</p>
+				{/if}
+				{#if inputFiles.length}
+					<p class="wz-read ok">
+						<Icon name="check" size={13} />
+						{t('wiz.parsed', { n: inputFiles.length })}
+					</p>
+				{/if}
+				{#if nonUiSkipped.length}
+					<p class="wz-read bad">
+						<Icon name="alert" size={13} />
+						{t('wiz.notUi', { n: nonUiSkipped.length })}
+					</p>
+				{/if}
+			</div>
+		{/if}
+
+		{#if mode === 'files' && endpoints.length > 0}
+			<label class="wz-field">
+				<span class="wz-label">{t('wiz.preflight')}</span>
+				<select class="a-select wz-preflight" value={preflightId} onchange={(e) => (preflightId = e.currentTarget.value)}>
+					<option value="">{t('wiz.preflightNone')}</option>
+					{#each endpoints as ep (ep.id)}
+						<option value={ep.id}>{ep.name}</option>
+					{/each}
+				</select>
+				<span class="wz-hint">{t('wiz.preflightHint')}</span>
+			</label>
+		{/if}
+	{:else if step === 'report' && report}
+		<div class="wz-summary">
+			<span class="wz-chip">{t('wiz.total', { n: report.total })}</span>
+			<span class="wz-chip ok">{t('wiz.ok', { n: report.ok })}</span>
+			<span class="wz-chip warn">{t('wiz.warn', { n: report.warn })}</span>
+			<span class="wz-chip fail">{t('wiz.fail', { n: report.fail })}</span>
+			<span class="wz-chip confirm">{t('wiz.confirmCount', { n: report.needs_confirmation })}</span>
+			<span class="wz-chip importable">{t('wiz.importable', { n: report.importable })}</span>
+		</div>
+		<p class="wz-note">{t('wiz.reportHint')}</p>
+
+		<div class="wz-toolbar">
+			<div class="filters" role="group" aria-label={t('wiz.filterLabel')}>
+				<button type="button" class="a-chip" class:sel={rFilter === 'all'} aria-pressed={rFilter === 'all'} onclick={() => (rFilter = 'all')}>
+					{t('wl.filterAll')}
+				</button>
+				<button type="button" class="a-chip" class:sel={rFilter === 'warn'} aria-pressed={rFilter === 'warn'} onclick={() => (rFilter = 'warn')}>
+					{t('wiz.filterWarn')}
+				</button>
+				<button type="button" class="a-chip" class:sel={rFilter === 'blocked'} aria-pressed={rFilter === 'blocked'} onclick={() => (rFilter = 'blocked')}>
+					{t('wiz.filterBlocked')}
+				</button>
+			</div>
+			<input
+				class="a-input wz-search"
+				value={rSearch}
+				oninput={(e) => (rSearch = e.currentTarget.value)}
+				placeholder={t('wiz.searchPh')}
+				aria-label={t('wiz.searchPh')}
+			/>
+		</div>
+
+		<div class="wz-list">
+			{#each filteredFiles.slice(0, visible) as f (rk(f))}
+				<div class="wz-row" class:blocked={!f.importable}>
+					{#if mode === 'files'}
+						<input
+							type="checkbox"
+							class="wz-check"
+							aria-label={t('wiz.includeAria', { name: f.name })}
+							disabled={!f.importable}
+							checked={f.importable && !excludedKeys.has(rk(f))}
+							onchange={(e) => {
+								const next = new Set(excludedKeys);
+								if (e.currentTarget.checked) next.delete(rk(f));
+								else next.add(rk(f));
+								excludedKeys = next;
+							}}
+						/>
+					{/if}
+					<span class="wz-dot {f.status}" title={f.status}></span>
+					<div class="wz-main">
+						<div class="wz-line">
+							<span class="wz-name" title={f.suggested?.description ?? f.name}>{f.name}</span>
+							{#if f.suggested?.model_family}
+								<span class="tag tag-usage">{f.suggested.model_family}</span>
+							{/if}
+							{#if f.suggested}
+								<span class="tag tag-usage">{usageLabel(f.suggested.usage)}</span>
+								<span class="wz-media" aria-hidden="true">
+									{#each f.suggested.media_in as m (m)}
+										<span class="wz-m" title={mediaTitle(m)}><Icon name={mediaIcon(m)} size={12} /></span>
+									{/each}
+									{#if f.suggested.media_out.length}
+										<span class="wz-arrow">→</span>
+										{#each f.suggested.media_out as m (m)}
+											<span class="wz-m" title={mediaTitle(m)}><Icon name={mediaIcon(m)} size={12} /></span>
+										{/each}
+									{/if}
+								</span>
+							{/if}
+							{#if f.status === 'warn'}
+								<span class="tag tag-warn">{t('wiz.warnTag')}</span>
+							{/if}
+							{#if f.needs_confirmation}
+								<span class="tag tag-error">{t('wiz.confirmTag')}</span>
+							{/if}
+							{#if f.preflight && !f.preflight.ok}
+								<span class="tag tag-error" title={f.preflight.findings.map((x) => x.message).join('\n')}>
+									{t('wiz.preflightTag')}
+								</span>
+							{/if}
+						</div>
+						{#if f.source_path}
+							<div class="wz-path mono">{f.source_path}</div>
+						{/if}
+						{#if !f.importable && f.skip_reason}
+							<div class="wz-skip">{t('wiz.skipReason', { reason: skipText(f.skip_reason) })}</div>
+						{/if}
+						{#if needsUsagePick(f)}
+							<label class="wz-usage">
+								<span>{t('wiz.usagePick')}</span>
+								<select
+									class="a-select wz-usage-select"
+									value={usageBy[rk(f)] ?? ''}
+									onchange={(e) => setUsage(f, e.currentTarget.value)}
+								>
+									<option value="">{t('wiz.usageNone')}</option>
+									{#each WORKFLOW_USAGES as u (u)}
+										<option value={u}>{usageLabel(u)}</option>
+									{/each}
+								</select>
+							</label>
+						{/if}
+						{#if f.issues.length}
+							<button type="button" class="wz-issues-toggle" onclick={() => toggleIssue(f)} aria-expanded={expandedIssues.has(rk(f))}>
+								<Icon name="alert" size={12} />
+								{t('wiz.issues', { n: f.issues.length })}
+							</button>
+							{#if expandedIssues.has(rk(f))}
+								<ul class="wz-issues">
+									{#each f.issues as iss, i (`${rk(f)}#${i}`)}
+										<li class="lvl-{iss.level}">
+											<span class="mono">{iss.node_id}</span>
+											{iss.message}
+										</li>
+									{/each}
+								</ul>
+							{/if}
+						{/if}
+					</div>
+				</div>
+			{/each}
+		</div>
+		{#if filteredFiles.length > visible}
+			<button type="button" class="a-btn ghost wz-more" onclick={() => (visible += 100)}>
+				{t('wl.moreCount', { n: Math.min(100, filteredFiles.length - visible), m: filteredFiles.length })}
+			</button>
+		{/if}
+	{:else if step === 'result' && result}
+		<div class="wz-summary">
+			<span class="wz-chip ok">{t('wiz.imported', { n: result.imported })}</span>
+			<span class="wz-chip">{t('wiz.skipped', { n: result.skipped })}</span>
+			{#if result.files.some((f) => f.result === 'failed')}
+				<span class="wz-chip fail">{t('wiz.fail', { n: result.files.filter((f) => f.result === 'failed').length })}</span>
+			{/if}
+		</div>
+		<p class="wz-note">{t('wiz.resultNote')}</p>
+		{#if usageApplied > 0}
+			<p class="wz-note ok">{t('wiz.usageApplied', { n: usageApplied })}</p>
+		{/if}
+		<div class="wz-list">
+			{#each result.files as f (rk(f))}
+				<div class="wz-row">
+					<span class="wz-dot {f.result === 'imported' ? 'ok' : f.result === 'failed' ? 'fail' : 'warn'}"></span>
+					<div class="wz-main">
+						<div class="wz-line">
+							<span class="wz-name">{f.name}</span>
+							{#if f.result === 'imported'}
+								<span class="tag tag-ok">
+									<Icon name="check" size={12} />
+									{t('wiz.importedTag', { id: f.id ?? '?' })}
+								</span>
+							{:else if f.skip_reason === 'conflict' || f.result === 'skipped'}
+								<span class="tag tag-usage">{skipText(f.skip_reason)}</span>
+							{:else}
+								<span class="tag tag-error">{skipText(f.skip_reason)}</span>
+							{/if}
+						</div>
+						{#if f.source_path}
+							<div class="wz-path mono">{f.source_path}</div>
+						{/if}
+					</div>
+				</div>
+			{/each}
+		</div>
+	{/if}
+
+	{#snippet footer()}
+		{#if step === 'source'}
+			<Button variant="secondary" onclick={() => (open = false)}>{t('common.cancel')}</Button>
+			<Button variant="primary" loading={running} disabled={reading} onclick={() => void runDryRun()}>
+				{running ? t('wiz.running') : t('wiz.runDry')}
+			</Button>
+		{:else if step === 'report'}
+			<span class="wz-footer-note">
+				{t('wiz.selectedN', { n: selectedCount })}
+				{#if blockedCount}· {t('wiz.excludedM', { m: blockedCount })}{/if}
+			</span>
+			<Button variant="secondary" disabled={importing} onclick={() => (step = 'source')}>{t('wiz.back')}</Button>
+			<Button variant="primary" loading={importing} disabled={selectedCount === 0} onclick={() => void runImport()}>
+				{importing ? t('wiz.importing') : t('wiz.import')}
+			</Button>
+		{:else}
+			<Button variant="secondary" onclick={() => { reset(); step = 'source'; }}>{t('wiz.again')}</Button>
+			<Button variant="primary" onclick={() => (open = false)}>{t('wiz.done')}</Button>
+		{/if}
+	{/snippet}
+</Drawer>
+
+<style>
+	.wz-steps {
+		display: flex;
+		gap: 6px;
+		list-style: none;
+		padding: 0;
+		margin: 0 0 14px;
+	}
+	.wz-steps li {
+		flex: 1;
+		display: flex;
+		align-items: center;
+		gap: 7px;
+		padding: 8px 10px;
+		border-radius: 8px;
+		border: 1px solid var(--border);
+		background: var(--surface-2);
+		color: var(--text-3);
+		font-size: 12px;
+	}
+	.wz-steps li.active {
+		border-color: var(--accent);
+		color: var(--accent);
+		background: var(--accent-dim);
+		font-weight: 600;
+	}
+	.wz-steps li.done {
+		color: var(--text-2);
+	}
+	.wz-step-n {
+		display: inline-flex;
+		align-items: center;
+		justify-content: center;
+		width: 18px;
+		height: 18px;
+		border-radius: 50%;
+		border: 1px solid currentColor;
+		font-size: 10.5px;
+		flex-shrink: 0;
+	}
+	.wz-error {
+		display: flex;
+		align-items: flex-start;
+		gap: 8px;
+		margin-bottom: 12px;
+		padding: 9px 12px;
+		border-radius: 7px;
+		background: var(--error-dim);
+		color: var(--text-2);
+		font-size: 12px;
+	}
+	.wz-error :global(.icon) {
+		color: var(--error);
+		flex-shrink: 0;
+		margin-top: 1px;
+	}
+	.wz-mode {
+		margin-bottom: 14px;
+	}
+	.seg {
+		display: flex;
+		gap: 6px;
+	}
+	.seg-item {
+		flex: 1;
+		display: inline-flex;
+		align-items: center;
+		justify-content: center;
+		gap: 6px;
+		text-align: center;
+		padding: 8px 6px;
+		border-radius: 7px;
+		border: 1px solid var(--border);
+		background: var(--surface-2);
+		font-size: 12.5px;
+		color: var(--text-2);
+		cursor: pointer;
+		font-family: inherit;
+	}
+	.seg-item.selected {
+		border-color: var(--accent);
+		color: var(--accent);
+		background: var(--accent-dim);
+		font-weight: 600;
+	}
+	.wz-field {
+		display: block;
+		margin-bottom: 14px;
+	}
+	.wz-label {
+		display: block;
+		font-size: 12px;
+		font-weight: 600;
+		color: var(--text-2);
+		margin-bottom: 6px;
+	}
+	.wz-root,
+	.wz-preflight,
+	.wz-search {
+		width: 100%;
+		box-sizing: border-box;
+	}
+	.wz-hint {
+		display: block;
+		margin-top: 5px;
+		font-size: 11px;
+		color: var(--text-3);
+		line-height: 1.6;
+	}
+	.wz-file-hidden {
+		display: none;
+	}
+	.wz-read {
+		display: flex;
+		align-items: center;
+		gap: 6px;
+		margin: 8px 0 0;
+		font-size: 12px;
+		color: var(--text-2);
+	}
+	.wz-read.ok {
+		color: var(--success);
+	}
+	.wz-read.bad {
+		color: var(--warn);
+	}
+	.wz-summary {
+		display: flex;
+		flex-wrap: wrap;
+		gap: 6px;
+		margin-bottom: 8px;
+	}
+	.wz-chip {
+		display: inline-flex;
+		align-items: center;
+		padding: 3px 10px;
+		border-radius: 999px;
+		font-size: 11.5px;
+		font-weight: 600;
+		color: var(--text-2);
+		background: var(--bg-4);
+	}
+	.wz-chip.ok,
+	.wz-chip.importable {
+		color: var(--success);
+		background: var(--success-dim);
+	}
+	.wz-chip.warn {
+		color: var(--warn);
+		background: var(--warn-dim, var(--bg-4));
+	}
+	.wz-chip.fail,
+	.wz-chip.confirm {
+		color: var(--error);
+		background: var(--error-dim);
+	}
+	.wz-note {
+		margin: 0 0 12px;
+		font-size: 11.5px;
+		line-height: 1.6;
+		color: var(--text-3);
+	}
+	.wz-note.ok {
+		color: var(--success);
+	}
+	.wz-toolbar {
+		display: flex;
+		align-items: center;
+		gap: 10px;
+		margin-bottom: 10px;
+		flex-wrap: wrap;
+	}
+	.wz-toolbar .filters {
+		display: flex;
+		gap: 6px;
+	}
+	.wz-search {
+		flex: 1;
+		min-width: 160px;
+	}
+	.wz-list {
+		display: flex;
+		flex-direction: column;
+		gap: 4px;
+	}
+	.wz-row {
+		display: flex;
+		align-items: flex-start;
+		gap: 10px;
+		padding: 8px 10px;
+		border-radius: 8px;
+	}
+	.wz-row:hover {
+		background: var(--surface-2);
+	}
+	.wz-row.blocked .wz-name {
+		color: var(--text-3);
+	}
+	.wz-check {
+		margin-top: 3px;
+		accent-color: var(--accent);
+		flex-shrink: 0;
+	}
+	.wz-dot {
+		width: 8px;
+		height: 8px;
+		border-radius: 50%;
+		margin-top: 6px;
+		flex-shrink: 0;
+	}
+	.wz-dot.ok {
+		background: var(--success);
+	}
+	.wz-dot.warn {
+		background: var(--warn);
+	}
+	.wz-dot.fail {
+		background: var(--error);
+	}
+	.wz-main {
+		flex: 1;
+		min-width: 0;
+	}
+	.wz-line {
+		display: flex;
+		align-items: center;
+		gap: 8px;
+		flex-wrap: wrap;
+	}
+	.wz-name {
+		font-size: 13px;
+		font-weight: 500;
+		color: var(--text);
+		overflow: hidden;
+		text-overflow: ellipsis;
+		white-space: nowrap;
+		max-width: 100%;
+	}
+	.tag {
+		display: inline-flex;
+		align-items: center;
+		gap: 4px;
+		padding: 2px 9px;
+		border-radius: 999px;
+		font-size: 10.5px;
+		font-weight: 600;
+	}
+	.tag-usage {
+		color: var(--text-2);
+		background: var(--bg-4);
+	}
+	.tag-warn {
+		color: var(--warn);
+		background: var(--warn-dim, var(--bg-4));
+	}
+	.tag-error {
+		color: var(--error);
+		background: var(--error-dim);
+	}
+	.tag-ok {
+		color: var(--success);
+		background: var(--success-dim);
+	}
+	.wz-media {
+		display: inline-flex;
+		align-items: center;
+		gap: 3px;
+		color: var(--text-3);
+	}
+	.wz-m {
+		display: inline-flex;
+		align-items: center;
+	}
+	.wz-arrow {
+		font-size: 10px;
+	}
+	.wz-path {
+		margin-top: 2px;
+		font-size: 10.5px;
+		color: var(--text-3);
+		word-break: break-all;
+	}
+	.wz-skip {
+		margin-top: 4px;
+		font-size: 11.5px;
+		color: var(--error);
+		line-height: 1.5;
+	}
+	.wz-usage {
+		display: flex;
+		align-items: center;
+		gap: 8px;
+		margin-top: 6px;
+		font-size: 11.5px;
+		color: var(--text-2);
+	}
+	.wz-usage-select {
+		width: 180px;
+	}
+	.wz-issues-toggle {
+		display: inline-flex;
+		align-items: center;
+		gap: 4px;
+		margin-top: 5px;
+		padding: 0;
+		border: none;
+		background: none;
+		font-family: inherit;
+		font-size: 11.5px;
+		color: var(--warn);
+		cursor: pointer;
+	}
+	.wz-issues-toggle:focus-visible {
+		outline: 2px solid var(--accent);
+		outline-offset: 2px;
+		border-radius: 4px;
+	}
+	.wz-issues {
+		margin: 6px 0 0;
+		padding: 8px 10px;
+		list-style: none;
+		border-radius: 7px;
+		background: var(--surface-2);
+		display: flex;
+		flex-direction: column;
+		gap: 4px;
+	}
+	.wz-issues li {
+		font-size: 11px;
+		color: var(--text-2);
+		line-height: 1.5;
+	}
+	.wz-issues li .mono {
+		color: var(--text-3);
+		margin-right: 6px;
+	}
+	.wz-issues li.lvl-error {
+		color: var(--error);
+	}
+	.wz-more {
+		margin-top: 10px;
+		width: 100%;
+	}
+	.wz-footer-note {
+		margin-right: auto;
+		font-size: 11.5px;
+		color: var(--text-3);
+	}
+</style>

calliope-web/src/lib/components/workflows/WorkflowMetaDialog.svelte

@@ -0,0 +1,259 @@
+<script lang="ts">
+	import Modal from '$lib/components/ui/Modal.svelte';
+	import Button from '$lib/components/ui/Button.svelte';
+	import Icon from '$lib/components/ui/Icon.svelte';
+	import { useQueryClient } from '@tanstack/svelte-query';
+	import { apiErrorMessage, workflows, type WorkflowMeta } from '$lib/api';
+	import { t } from '$lib/i18n.svelte';
+	import { toast } from '$lib/toast';
+
+	/**
+	 * 工作流标注 (HEL-682 / S4)：单条编辑显示名/说明/标签/分类/模型家族；
+	 * 批量模式对选中项做查找替换重命名、统一说明、追加标签与分类标注。
+	 * 只有填写了的字段会被提交，空字段一律不动。
+	 */
+	interface Props {
+		open?: boolean;
+		/** Rows to update — length 1 = single edit (prefilled), >1 = batch. */
+		targets: WorkflowMeta[];
+		/** Known category keys / family names for the datalists. */
+		categories: string[];
+		families: string[];
+		onchanged?: () => void;
+	}
+
+	let { open = $bindable(false), targets, categories, families, onchanged }: Props = $props();
+
+	const client = useQueryClient();
+
+	let name = $state('');
+	let nameFind = $state('');
+	let nameReplace = $state('');
+	let description = $state('');
+	let tagsText = $state('');
+	let category = $state('');
+	let modelFamily = $state('');
+	let applying = $state(false);
+
+	const isBatch = $derived(targets.length > 1);
+
+	$effect(() => {
+		if (open) {
+			const first = targets[0];
+			name = targets.length === 1 ? (first?.name ?? '') : '';
+			nameFind = '';
+			nameReplace = '';
+			description = targets.length === 1 ? (first?.description ?? '') : '';
+			tagsText = targets.length === 1 ? (first?.tags?.join(', ') ?? '') : '';
+			category = targets.length === 1 ? (first?.category ?? '') : '';
+			modelFamily = targets.length === 1 ? (first?.model_family ?? '') : '';
+		}
+	});
+
+	function parseTags(text: string): string[] {
+		return text
+			.split(/[,，]/)
+			.map((s) => s.trim())
+			.filter(Boolean);
+	}
+
+	function payloadFor(row: WorkflowMeta): Record<string, unknown> | null {
+		const payload: Record<string, unknown> = {};
+		if (isBatch) {
+			if (nameFind && row.name.includes(nameFind)) {
+				payload.name = row.name.split(nameFind).join(nameReplace);
+			}
+			if (description.trim()) payload.description = description.trim();
+			if (tagsText.trim()) {
+				const add = parseTags(tagsText);
+				const merged = [...row.tags, ...add.filter((x) => !row.tags.includes(x))];
+				if (merged.length !== row.tags.length) payload.tags = merged;
+			}
+			if (category.trim()) payload.category = category.trim();
+			if (modelFamily.trim()) payload.model_family = modelFamily.trim();
+		} else {
+			if (name.trim() && name.trim() !== row.name) payload.name = name.trim();
+			if (description !== (row.description ?? '')) payload.description = description.trim();
+			const nextTags = parseTags(tagsText);
+			if (JSON.stringify(nextTags) !== JSON.stringify(row.tags ?? [])) payload.tags = nextTags;
+			if (category.trim() !== (row.category ?? '')) payload.category = category.trim();
+			if (modelFamily.trim() !== (row.model_family ?? '')) payload.model_family = modelFamily.trim();
+		}
+		return Object.keys(payload).length ? payload : null;
+	}
+
+	async function apply() {
+		applying = true;
+		try {
+			let done = 0;
+			let failed = 0;
+			for (const row of targets) {
+				const payload = payloadFor(row);
+				if (!payload) {
+					done++; // nothing to change counts as OK (single mode no-op)
+					continue;
+				}
+				try {
+					await workflows.update(row.id, payload);
+					done++;
+				} catch {
+					failed++;
+				}
+			}
+			if (failed === 0) {
+				toast.success(isBatch ? t('md.applied', { n: done }) : t('md.appliedOne'));
+			} else {
+				toast.error(t('md.partial', { n: done, m: failed }));
+			}
+			open = false;
+			client.invalidateQueries({ queryKey: ['workflows'] });
+			onchanged?.();
+		} catch (err) {
+			toast.error(apiErrorMessage(err));
+		} finally {
+			applying = false;
+		}
+	}
+</script>
+
+<Modal bind:open title={isBatch ? t('md.batchTitle', { n: targets.length }) : t('md.title')} size="md">
+	<div class="md-form">
+		{#if isBatch}
+			<p class="md-hint">
+				<Icon name="info" size={14} />
+				{t('md.batchHint')}
+			</p>
+			<div class="md-grid2">
+				<label class="md-field">
+					<span class="md-label">{t('md.nameFind')}</span>
+					<input class="a-input" value={nameFind} oninput={(e) => (nameFind = e.currentTarget.value)} placeholder={t('md.nameFindPh')} />
+				</label>
+				<label class="md-field">
+					<span class="md-label">{t('md.nameReplace')}</span>
+					<input class="a-input" value={nameReplace} oninput={(e) => (nameReplace = e.currentTarget.value)} placeholder={t('md.nameReplacePh')} />
+				</label>
+			</div>
+			<p class="md-sub">{t('md.nameHint')}</p>
+		{:else}
+			<label class="md-field">
+				<span class="md-label">{t('md.name')}</span>
+				<input class="a-input" value={name} oninput={(e) => (name = e.currentTarget.value)} />
+			</label>
+		{/if}
+
+		<label class="md-field">
+			<span class="md-label">{t('md.description')}</span>
+			<textarea
+				class="a-textarea md-desc"
+				rows="2"
+				value={description}
+				oninput={(e) => (description = e.currentTarget.value)}
+				placeholder={t('md.descriptionPh')}
+			></textarea>
+		</label>
+
+		<label class="md-field">
+			<span class="md-label">{t('md.tags')}</span>
+			<input
+				class="a-input"
+				value={tagsText}
+				oninput={(e) => (tagsText = e.currentTarget.value)}
+				placeholder={t('md.tagsPh')}
+			/>
+			<span class="md-sub">{t('md.tagsHint')}</span>
+		</label>
+
+		<div class="md-grid2">
+			<label class="md-field">
+				<span class="md-label">{t('md.category')}</span>
+				<input
+					class="a-input"
+					value={category}
+					list="md-cat-list"
+					oninput={(e) => (category = e.currentTarget.value)}
+				/>
+				<datalist id="md-cat-list">
+					{#each categories as c (c)}
+						<option value={c}></option>
+					{/each}
+				</datalist>
+			</label>
+			<label class="md-field">
+				<span class="md-label">{t('md.modelFamily')}</span>
+				<input
+					class="a-input"
+					value={modelFamily}
+					list="md-family-list"
+					oninput={(e) => (modelFamily = e.currentTarget.value)}
+				/>
+				<datalist id="md-family-list">
+					{#each families as f (f)}
+						<option value={f}></option>
+					{/each}
+				</datalist>
+			</label>
+		</div>
+	</div>
+
+	{#snippet footer()}
+		<Button variant="secondary" disabled={applying} onclick={() => (open = false)}>{t('common.cancel')}</Button>
+		<Button variant="primary" loading={applying} onclick={() => void apply()}>{t('md.apply')}</Button>
+	{/snippet}
+</Modal>
+
+<style>
+	.md-form {
+		display: flex;
+		flex-direction: column;
+		gap: 12px;
+	}
+	.md-hint {
+		display: flex;
+		align-items: flex-start;
+		gap: 8px;
+		margin: 0;
+		padding: 9px 12px;
+		border-radius: 7px;
+		background: var(--surface-2);
+		color: var(--text-2);
+		font-size: 11.5px;
+		line-height: 1.6;
+	}
+	.md-hint :global(.icon) {
+		color: var(--text-3);
+		flex-shrink: 0;
+		margin-top: 2px;
+	}
+	.md-grid2 {
+		display: grid;
+		grid-template-columns: 1fr 1fr;
+		gap: 12px;
+	}
+	.md-field {
+		display: block;
+	}
+	.md-label {
+		display: block;
+		font-size: 12px;
+		font-weight: 600;
+		color: var(--text-2);
+		margin-bottom: 6px;
+	}
+	.md-desc {
+		width: 100%;
+		box-sizing: border-box;
+		resize: vertical;
+	}
+	.md-sub {
+		display: block;
+		margin-top: 5px;
+		font-size: 11px;
+		color: var(--text-3);
+		line-height: 1.5;
+	}
+	@media (max-width: 760px) {
+		.md-grid2 {
+			grid-template-columns: 1fr;
+		}
+	}
+</style>

calliope-web/src/lib/i18n/de.ts

@@ -64,6 +64,7 @@ export const de: Dict = {
 
 	// --- Toast ---
 	'toast.dismiss': 'Ausblenden',
+	'toast.undo': 'Rückgängig',
 	'toast.uploadFailed': 'Upload fehlgeschlagen',
 
 	// --- Modal ---
@@ -220,6 +221,25 @@ export const de: Dict = {
 	'lightbox.videoPreview': 'Videovorschau',
 	'lightbox.videoUnavailable': 'Video nicht verfügbar',
 	'lightbox.zoom100': '100%',
+	'lastFrame.export': 'Letztes Bild exportieren',
+	'lastFrame.exporting': 'Letztes Bild wird exportiert…',
+	'lastFrame.hint': 'Speichert das letzte Bild in Originalgröße als PNG, z. B. als Startbild-Referenz',
+	'lastFrame.fileTag': 'letztes-bild',
+	'lastFrame.done': 'Letztes Bild exportiert {name} ({size})',
+	'lastFrame.errTimeout': 'Das Video lädt zu lange. Bitte später erneut versuchen.',
+	'lastFrame.errNotFound': 'Die Videodatei fehlt oder wurde entfernt.',
+	'lastFrame.errForbidden': 'Keine Berechtigung, dieses Video zu lesen.',
+	'lastFrame.errNetwork': 'Das Video konnte nicht gelesen werden (Netzwerkfehler).',
+	'lastFrame.errDecode': 'Das Video ist beschädigt; das Ende lässt sich nicht dekodieren.',
+	'lastFrame.errUnsupported': 'Dieser Browser unterstützt das Videoformat nicht, oder die Datei ist beschädigt.',
+	'lastFrame.errCrossOrigin':
+		'Das Video stammt von einer anderen Website, die das Auslesen von Bildern sperrt (Cross-Origin). Video zuerst herunterladen.',
+	'lastFrame.errNoPicture': 'Diese Datei enthält kein Videobild.',
+	'lastFrame.errUnseekable':
+		'Das Videoende ist nicht erreichbar (Länge unbekannt oder Quelle erlaubt kein Springen); kein Bild exportiert.',
+	'lastFrame.errBlack': 'Die letzte Sekunde des Videos ist schwarz; kein Bild exportiert.',
+	'lastFrame.errEmpty': 'Der Browser konnte das Ende nicht dekodieren. Erneut versuchen oder Desktop-Chrome / Edge nutzen.',
+	'lastFrame.errUnknown': 'Export des letzten Bildes fehlgeschlagen: {msg}',
 
 	// --- Artifact / canvas nodes ---
 	'artifact.artifactLabel': 'Artefakt',
@@ -948,6 +968,8 @@ export const de: Dict = {
 	'library.selectAll': 'Alle auswählen',
 	'library.deselectAll': 'Auswahl aufheben',
 	'library.itemCount': '{count} Element(e)',
+	'library.loadError': 'Bibliothek konnte nicht geladen werden',
+	'library.subtitle': 'Generierte Assets an einem Ort – Bilder und Videos ohne Projektbezug ansehen, filtern und löschen',
 	'library.deleteSelected': 'Löschen ({count})',
 	'library.addToProject': 'Zum Projekt hinzufügen',
 	'library.filterLabel': 'Nach Art filtern',
@@ -1259,6 +1281,7 @@ export const de: Dict = {
 	'shell.navAgents': 'Agenten',
 	'shell.navConnections': 'ComfyUI-Verbindungen',
 	'shell.navModels': 'Modelle',
+	'shell.navLibrary': 'Asset-Bibliothek',
 	'shell.navSettings': 'Einstellungen',
 	'shell.comfy_ok': '{name} verbunden',
 	'shell.comfy_fail': '{name} nicht erreichbar',
@@ -1535,6 +1558,7 @@ export const de: Dict = {
 	'studio.slotMask': 'Maske',
 	'studio.slotFirst': 'Erster Frame',
 	'studio.slotLast': 'Letzter Frame',
+	'studio.slotOptional': 'Optional',
 	'studio.slotRefVideo': 'Referenzvideo',
 	'studio.slotAudio': 'Referenzaudio',
 	'studio.slotPick': 'Klicken oder Datei ziehen',
@@ -1609,7 +1633,11 @@ export const de: Dict = {
 	'studio.delConfirm': 'Beim Löschen werden auch die Ergebnisdateien dieses Auftrags entfernt; der Verlauf ist nicht wiederherstellbar. Löschen?',
 	'studio.delTitleJob': 'Auftrag „{name}“ löschen',
 	'studio.delConfirmMulti': 'Dieser Auftrag hat {n} Ergebnisse. Beim Löschen werden der gesamte Auftragsdatensatz und alle {n} Ergebnisdateien entfernt; dies ist unwiderruflich. Löschen?',
+	'studio.deleteFailedToast': 'Löschen fehlgeschlagen: {detail}',
+	'studio.deletedTakeNoFilesToast': '„{name}“ gelöscht',
+	'studio.deletedTakeToast': '„{name}“ und seine Ergebnisdateien wurden gelöscht',
 	'studio.deletedToast': 'Auftrag und zugehörige Ergebnisdateien gelöscht',
+	'studio.wfDeletedTag': 'Workflow gelöscht',
 	'studio.wfEmptyTitle': 'Noch keine {kind}-Workflows',
 	'studio.wfEmptyBody': 'Entwicklermodus in ComfyUI aktivieren, Workflow als API-JSON exportieren und auf der Seite ComfyUI-Verbindungen als {kind} importieren.',
 	'studio.wfEmptyGo': 'In ComfyUI-Verbindungen importieren',
@@ -1628,9 +1656,12 @@ export const de: Dict = {
 	'tasks.subtitle': 'Alle Bild-/Videoaufgaben — eigenständige Fenster und Kreativfluss',
 	'tasks.filterAll': 'Alle',
 	'tasks.filterImage': 'Bilder',
+	'tasks.filterFailed': 'Fehlgeschlagen',
+	'tasks.filterActive': 'Aktiv',
 	'tasks.filterVideo': 'Videos',
 	'tasks.count': '{n} Aufgaben · {m} aktiv',
 	'tasks.empty': 'Noch keine Aufgaben. Reiche die erste in Bild oder Video ein.',
+	'tasks.emptyFiltered': 'Keine Aufgaben passen zum aktuellen Filter.',
 	'tasks.goGenerate': 'Bild öffnen',
 	'tasks.sourceStudioImage': 'Eigenständiges Bild',
 	'tasks.sourceStudioVideo': 'Eigenständiges Video',
@@ -1644,8 +1675,10 @@ export const de: Dict = {
 	'tasks.retry': 'Erneut',
 	'tasks.cancel': 'Abbrechen',
 	'tasks.delete': 'Löschen',
+	'tasks.download': 'Herunterladen',
 	'tasks.delTitle': 'Aufgabe löschen',
 	'tasks.delConfirm': 'Die Ergebnisdateien werden mitgelöscht. Löschen?',
+	'tasks.searchPh': 'Aufgaben suchen…',
 	'tasks.outputs': '{n} Ergebnisse',
 
 	'agentsPage.title': 'Agenten',
@@ -1869,12 +1902,14 @@ export const de: Dict = {
 	'home.stageProgress': 'Fünf-Phasen-Fortschritt',
 	'tasks.sourceWorkbench': 'Kreativ-Fluss',
 	'jobst.idSuffix': ' · ComfyUI-Prompt-ID {id}',
-	'jobst.done': 'Fertig',
+	'jobst.done': 'Fixiert',
 	'jobst.doneDetail': 'ComfyUI ist fertig, Ergebnisse gespeichert',
 	'jobst.dryRun': 'Platzhalter',
 	'jobst.dryRunDetail': 'Nur Platzhalter: Dry-run ist aktiv, ComfyUI wurde nicht aufgerufen',
 	'jobst.noOutput': 'Keine Ausgabe',
 	'jobst.noOutputDetail': 'Der Job endete ohne Ergebnisdatei – keine fertige Generierung',
+	'jobst.missing': 'Dateien fehlen',
+	'jobst.missingDetail': 'Der Task lief erfolgreich, aber die Ergebnisdateien sind nicht mehr auf dem Server',
 	'jobst.queued': 'Wartet',
 	'jobst.queuedDetail': 'Wartet in der Workbench-Warteschlange auf ComfyUI',
 	'jobst.connecting': 'Verbinde',
@@ -1952,4 +1987,285 @@ export const de: Dict = {
 	'wft.errListMin': '„{label}“ benötigt mindestens {n} {unit}',
 	'tasks.testBadge': 'Test',
 	'tasks.sourceWorkflowTest': 'Workflow-Test',
+	// --- 生成台 (HEL-653) ---
+	'cdf.orig': 'Original {v}',
+	'desk.title': 'Generieren',
+	'desk.advanced': 'Erweitert · {n} · unverändert gelten die Workflow-Werte',
+	'desk.chipResolution': 'Auflösung {v}',
+	'desk.chipSeconds': '{v} s',
+	'desk.chipSeed': 'Seed {v}',
+	'desk.closeInspector': 'Inspektor schließen',
+	'desk.countActive': '{n} laufen',
+	'desk.countTakes': '{n} Einträge',
+	'desk.ctxAsset': '{kind} „{name}“',
+	'desk.ctxShot': 'Einstellung {no}',
+	'desk.ctxBack': 'Zurück zu {stage}',
+	'desk.ctxDismiss': 'Herkunftshinweis schließen',
+	'desk.ctxFrom': 'Aus „{project}“',
+	'desk.ctxNoBackfill': 'Ergebnisse bleiben im Verlauf und werden nicht in {stage} übernommen',
+	'desk.ctxBackfill': 'Nach Fertigstellung kann jedes Ergebnis über „Zurück ins Projekt“ an {stage} zurückgegeben werden',
+	'desk.attachToProject': 'Zurück ins Projekt',
+	'desk.attachHint': 'Dieses Ergebnis zurückgeben an: {label}',
+	'desk.attaching': 'Wird zurückgegeben…',
+	'desk.attachedTag': 'Zurückgegeben',
+	'desk.attachBack': 'Zum Projekt',
+	'desk.attachDoneToast': 'Zurück ins Quellprojekt übergeben — im Projekt sichtbar',
+	'desk.attachAlreadyToast': 'Dieses Ergebnis wurde bereits zurückgegeben, nichts dupliziert',
+	'desk.attachFailedToast': 'Rückgabe fehlgeschlagen: {detail}',
+	'desk.dayDate': '{d}.{m}.',
+	'desk.download': 'Herunterladen',
+	'desk.dropNoSlot': '{n} Datei(en) ohne passenden Slot: dieser Workflow hat keinen solchen Eingang',
+	'desk.dryRun': 'Probelauf',
+	'desk.durMin': '{m} min {s} s',
+	'desk.durSec': '{s} s',
+	'desk.elapsed': 'Dauer',
+	'desk.emptyFailed': 'Keine fehlgeschlagenen Einträge',
+	'desk.emptyFeed': 'Noch keine Einträge. Prompt unten eingeben und „Generieren“ drücken.',
+	'desk.filterAria': 'Einträge filtern',
+	'desk.filterAll': 'Alle',
+	'desk.filterImage': 'Bilder',
+	'desk.filterVideo': 'Videos',
+	'desk.filterFailed': 'Fehlgeschlagen',
+	'desk.generate': 'Generieren',
+	'desk.genHint': 'Generieren (Strg/⌘ + Enter)',
+	'desk.inputs': 'Eingaben',
+	'desk.inspector': 'Inspektor',
+	'desk.keyClose': 'Schließen',
+	'desk.keyInspector': 'Ein- / ausblenden',
+	'desk.keySelect': 'Auswählen',
+	'desk.keyUse': 'Verwenden',
+	'desk.kvCreated': 'Eingereicht',
+	'desk.kvName': 'Name',
+	'desk.kvPromptId': 'ComfyUI-Auftrags-ID',
+	'desk.kvUsage': 'Zweck',
+	'desk.loadEarlier': '{n} ältere Takes anzeigen',
+	'desk.missingSub': 'Mit gleichen Parametern wiederholen oder diesen Take entfernen',
+	'desk.missingTitle': 'Die Ergebnisdateien sind nicht mehr auf dem Server',
+	'desk.needWorkflow': 'Fehlt: Workflow',
+	'desk.noConn': 'Nicht verbunden',
+	'desk.noPromptInput': 'Dieser Workflow hat keinen Prompt-Eingang und läuft mit seinen eigenen Werten.',
+	'desk.notGenerated': 'Nicht erzeugt',
+	'desk.noWorkflows': 'Noch kein Bild- oder Video-Workflow bereit',
+	'desk.openInDesk': 'Im Generator anpassen',
+	'desk.openInDeskHint': 'Generator mit diesem Prompt öffnen, Workflow und Parameter selbst wählen; Ergebnisse bleiben im Verlauf',
+	'desk.openInspector': 'Inspektor',
+	'desk.origValue': 'Workflow-Wert',
+	'desk.outputN': 'Ergebnis {n}',
+	'desk.outputs': 'Alle Ergebnisse',
+	'desk.paramError': 'Ungültiger Parameter: {msg}',
+	'desk.paramsAll': 'Alle Parameter',
+	'desk.paramsChanged': 'Parameter · {n} geändert',
+	'desk.paramsCommon': 'Häufige Parameter',
+	'desk.pickTake': 'Eintrag im Verlauf wählen, um das Ergebnis zu sehen',
+	'desk.pickWorkflow': 'Workflow wählen',
+	'desk.promptOnly': 'Nur Prompt',
+	'desk.promptPh': 'Motiv beschreiben… (Strg/⌘ + Enter generiert, / fokussiert)',
+	'desk.restoreAll': 'Alle Workflow-Werte wiederherstellen',
+	'desk.redo': 'Mit gleichen Parametern wiederholen',
+	'desk.removeRecord': 'Eintrag entfernen',
+	'desk.restoreOrig': 'Original wiederherstellen',
+	'desk.reuse': 'Wiederverwenden',
+	'desk.reuseToComposer': 'In Eingabe übernehmen',
+	'desk.seedRandom': 'Zufall',
+	'desk.sendToSlot': 'In Bild-Slot senden',
+	'desk.sent': 'Eingereicht',
+	'desk.sentToSlotToast': 'In den Bild-Slot des aktuellen Workflows gesendet',
+	'desk.slotOne': '{label} ×1',
+	'desk.slotRange': '{label} {min}–{max}',
+	'desk.specSize': 'Größe',
+	'desk.stillNeed': 'Fehlt: {what}',
+	'desk.tabParams': 'Parameter',
+	'desk.tabResult': 'Ergebnis',
+	'desk.today': 'Heute',
+	'desk.took': 'Dauer {d}',
+	'desk.wfBroken': 'Nicht nutzbar',
+	'desk.wfCurrent': 'aktuell',
+	'desk.wfDefaultConn': 'Standardverbindung',
+	'desk.wfImport': 'Workflows importieren / verwalten',
+	'desk.wfLastFailed': 'Letzter Lauf fehlgeschlagen',
+	'desk.wfNoMatch': 'Kein passender Workflow',
+	'desk.wfOk': 'Bereit',
+	'desk.wfSearchPh': 'Workflows oder Zweck suchen: Bild zu Video, Referenz…',
+	'desk.wfTesting': 'Testlauf läuft',
+	'desk.wfUntested': 'Nicht getestet',
+	'desk.workflow': 'Workflow',
+	'desk.yesterday': 'Gestern',
+	// --- Dreispaltige Desk (HEL-683) ---
+	'desk.bandChange': "Workflow wechseln",
+	'desk.bayCloudBody': "Cloud-Modelle für Bild / Video (gpt-image2, nano-banana, Jimeng, Kling, …) sind noch nicht angebunden. Nach der Anbindung erscheinen sie mit ihren echten Fähigkeiten — nie als unbenutzbare Einträge.",
+	'desk.bayCloudTitle': "Cloud-Generierung nicht angebunden",
+	'desk.bayCount': "{n} / {total} Workflows",
+	'desk.bayFavOnly': "Favoriten",
+	'desk.bayMore': "{n} weitere anzeigen",
+	'desk.bayNoFamily': "Modell unbekannt",
+	'desk.bayPending': "{n} offen (Zweck / Ausgabe ungeklärt)",
+	'desk.bayReqAria': "Eingabeanforderungen",
+	'desk.bayReqTitle': "Eingabeanforderungen",
+	'desk.baySearchPh': "Name, Beschreibung, Modell, Zweck suchen…",
+	'desk.baySourceCloud': "Cloud",
+	'desk.baySourceLabel': "Generierungsquelle",
+	'desk.baySourceLocal': "Lokal",
+	'desk.modeAll': "Alle",
+	'desk.modeEmpty': "Für diesen Modus gibt es noch keinen nutzbaren Workflow",
+	'desk.modeRailAria': "Aufgabenmodi",
+	'desk.modeRailTitle': "Aufgabenmodi",
+	'desk.pvBackCreate': "Zurück zum Erstellen",
+	'desk.pvCurrent': "Aktueller Workflow",
+	'desk.pvEmpty': "Links einen Workflow wählen, um die Eingaben zu sehen",
+	'desk.pvFav': "Zu Favoriten",
+	'desk.pvLastUsed': "Zuletzt genutzt",
+	'desk.pvParamCount': "Parameter",
+	'desk.pvSlotsLoading': "Eingabeslots werden gelesen…",
+	'desk.pvUnfav': "Aus Favoriten entfernen",
+	'desk.pvUse': "Diesen Workflow verwenden",
+	'desk.railFav': "Favoriten",
+	'desk.railRecent': "Zuletzt",
+	'wfd.stepParse': 'JSON parsen',
+	'wfd.stepNodes': 'Knoten erkennen',
+	'wfd.stepModels': 'Modelle prüfen',
+	'wfd.stepSlots': 'Eingangsslots aufbauen',
+	'wfd.noOutput': 'Der Workflow hat keinen Ausgabeknoten — Import nicht möglich',
+	'wfd.nodesAutoOk': 'Verwendung automatisch erkannt: {usage}',
+	'wfd.nodesUserOk': 'Verwendung bestätigt: {usage}',
+	'wfd.modelsOk': '„{name}“ hat alle benötigten Knoten und Modelle',
+	'wfd.slotsOk': '{n} Eingangsslot(s) aufgebaut ({m} Medien)',
+	'wfd.checksAria': 'Import-Prüfergebnisse',
+	'wfd.showDetails': 'Fehlerdetails anzeigen',
+	'wfd.hideDetails': 'Fehlerdetails ausblenden',
+	'wfd.unreachableSuggest': 'Eine misslungene Prüfung verhindert das Speichern nicht; nach Reparatur erneut prüfen.',
+	'wfd.nodesPickSuggest': 'Wähle unten die Verwendung und schließe die Ausgangszuordnung ab, bevor du speicherst.',
+	'wfd.showRaw': 'Rohes JSON anzeigen',
+	'wfd.hideRaw': 'Rohes JSON ausblenden',
+
+	// --- Workflow library · batch import & management (HEL-682) ---
+	'wl.hint': 'UI-Format-Workflows stapelweise importieren; suchen, filtern, annotieren — volles JSON nur bei Bedarf',
+	'wl.batchImport': 'Stapelimport',
+	'wl.dedupe': 'Duplikate entfernen',
+	'wl.dedupeTitle': 'Duplizierte Workflows entfernen',
+	'wl.dedupeConfirm': 'Einträge mit identischem Namen UND Inhalt werden gelöscht (der früheste Import bleibt). Gleicher Name mit anderem Inhalt bleibt unangetastet. Fortfahren?',
+	'wl.dedupeDone': '{n} doppelte Workflows entfernt',
+	'wl.dedupeNone': 'Keine doppelten Workflows gefunden',
+	'wl.favCount': '{n} Favoriten',
+	'wl.searchPh': 'Name, Beschreibung, Tags, Modell suchen… (/ drücken)',
+	'wl.filterLabel': 'Filter',
+	'wl.filterAll': 'Alle',
+	'wl.filterFav': 'Favoriten',
+	'wl.filterPending': 'Offen',
+	'wl.filterDisabled': 'Deaktiviert',
+	'wl.favAria': 'Favorisieren',
+	'wl.unfavAria': 'Favorit entfernen',
+	'wl.categoryLabel': 'Kategorie',
+	'wl.categoryAll': 'Alle Kategorien',
+	'wl.familyLabel': 'Modellfamilie',
+	'wl.familyAll': 'Alle Familien',
+	'wl.mediaLabel': 'Medium',
+	'wl.mediaAll': 'Alle Medien',
+	'wl.mediaImage': 'Bild',
+	'wl.mediaVideo': 'Video',
+	'wl.mediaAudio': 'Audio',
+	'wl.mediaIn': 'Eingabe',
+	'wl.mediaOut': 'Ausgabe',
+	'wl.sortLabel': 'Sortierung',
+	'wl.sortRecent': 'Favoriten / zuletzt',
+	'wl.sortName': 'Name',
+	'wl.resetFilters': 'Filter zurücksetzen',
+	'wl.noMatch': 'Keine Workflows entsprechen den Filtern',
+	'wl.resultCount': '{n} von {m}',
+	'wl.selected': '{n} ausgewählt',
+	'wl.batchLabel': 'Stapelaktionen',
+	'wl.batchAnnotate': 'Annotieren',
+	'wl.batchEnable': 'Aktivieren',
+	'wl.batchDisable': 'Deaktivieren',
+	'wl.clearSel': 'Auswahl aufheben',
+	'wl.batchDone': '{n} Workflows aktualisiert',
+	'wl.batchPartial': '{n} erfolgreich, {m} fehlgeschlagen (zuerst Verwendung und Ausgabe klären)',
+	'wl.selectAll': 'Alle aufgelisteten Workflows auswählen',
+	'wl.rowCheckAria': '{name} auswählen',
+	'wl.headMeta': 'Metadaten',
+	'wl.headActions': 'Aktionen',
+	'wl.enableAria': '{name} aktivieren oder deaktivieren',
+	'wl.enableBlocked': 'Verwendung und Ausgabeknoten vor Aktivierung festlegen',
+	'wl.editMeta': 'Metadaten bearbeiten',
+	'wl.lastUsed': 'Zuletzt verwendet',
+	'wl.moreCount': '{n} mehr anzeigen ({m} gesamt)',
+	'wfCat.basic': 'Grundverarbeitung',
+	'wfCat.audioTts': 'Sprachgenerierung',
+	'wfCat.music': 'Musikgenerierung',
+	'wfCat.image': 'Bildgenerierung',
+	'wfCat.video': 'Videogenerierung',
+	'wfCat.digitalHuman': 'Digitaler Mensch',
+	'wfCat.motionTransfer': 'Bewegungsübertragung',
+	'md.title': 'Workflow-Metadaten',
+	'md.batchTitle': 'Stapel-Annotieren ({n})',
+	'md.batchHint': 'Nur ausgefüllte Felder werden angewendet; Namen per Suchen→Ersetzen, Tags werden ergänzt.',
+	'md.name': 'Anzeigename',
+	'md.nameFind': 'Suchen',
+	'md.nameFindPh': 'Zu ersetzender Text…',
+	'md.nameReplace': 'Ersetzen mit',
+	'md.nameReplacePh': 'Ersatztext…',
+	'md.nameHint': 'Leeres „Suchen“ lässt Namen unverändert.',
+	'md.description': 'Beschreibung',
+	'md.descriptionPh': 'Eine Zeile, was dieser Workflow tut…',
+	'md.tags': 'Tags',
+	'md.tagsPh': 'z. B. schnell, hohe Qualität',
+	'md.tagsHint': 'Kommagetrennt; im Stapelmodus werden sie ergänzt.',
+	'md.category': 'Kategorie',
+	'md.modelFamily': 'Modellfamilie',
+	'md.apply': 'Anwenden',
+	'md.applied': '{n} Workflows aktualisiert',
+	'md.appliedOne': 'Aktualisiert',
+	'md.partial': '{n} erfolgreich, {m} fehlgeschlagen',
+	'wiz.title': 'Workflows stapelweise importieren',
+	'wiz.stepSource': 'Quelle',
+	'wiz.stepReport': 'Prüfbericht',
+	'wiz.stepResult': 'Ergebnis',
+	'wiz.sourceLabel': 'Importquelle',
+	'wiz.modeScan': 'Serververzeichnis scannen',
+	'wiz.modeFiles': 'Lokale Dateien wählen',
+	'wiz.rootLabel': 'Serververzeichnis',
+	'wiz.rootHint': 'Ein Verzeichnispfad auf dem Server (z. B. example_ComfyUI_workflows des Repos); UI-Format-JSONs werden rekursiv gescannt, API-Format und andere übersprungen.',
+	'wiz.preflight': 'Preflight gegen echtes ComfyUI (optional)',
+	'wiz.preflightNone': 'Überspringen (Offline-Konvertierung)',
+	'wiz.preflightHint': 'Mit gewählter Verbindung werden konvertierte Graphen Knoten für Knoten geprüft.',
+	'wiz.pickFiles': 'Lokale Dateien',
+	'wiz.pickFilesBtn': 'JSON-Dateien wählen (mehrere)',
+	'wiz.pickFilesHint': 'ComfyUI-Workflows im UI-Format wählen; Mehrfachauswahl möglich.',
+	'wiz.parsed': '{n} Dateien gelesen',
+	'wiz.notUi': '{n} Dateien sind kein UI-Format (kein nodes-Array) und wurden übersprungen',
+	'wiz.noFiles': 'Zuerst Dateien zum Import auswählen',
+	'wiz.runDry': 'Probelauf starten (nichts wird gespeichert)',
+	'wiz.running': 'Prüfe…',
+	'wiz.total': '{n} Dateien',
+	'wiz.ok': 'OK {n}',
+	'wiz.warn': 'Warnung {n}',
+	'wiz.fail': 'Fehler {n}',
+	'wiz.confirmCount': 'Prüfung nötig {n}',
+	'wiz.importable': 'Importierbar {n}',
+	'wiz.reportHint': 'Der Probelauf speichert nichts. Warnungen werden aktiviert importiert, sobald eine Verwendung angegeben ist; prüfungspflichtige und fehlgeschlagene Dateien werden nie importiert.',
+	'wiz.filterLabel': 'Berichtsfilter',
+	'wiz.filterWarn': 'Nur Warnungen',
+	'wiz.filterBlocked': 'Nicht importierbar',
+	'wiz.searchPh': 'Dateinamen suchen…',
+	'wiz.includeAria': '{name} importieren',
+	'wiz.skipReason': 'Nicht importierbar: {reason}',
+	'wiz.issues': '{n} Konvertierungshinweise',
+	'wiz.usagePick': 'Verwendung:',
+	'wiz.usageNone': 'Vorerst überspringen (nach Import offen)',
+	'wiz.selectedN': '{n} Dateien werden importiert',
+	'wiz.excludedM': '{m} nicht importierbar',
+	'wiz.import': 'Importieren',
+	'wiz.importing': 'Importiere…',
+	'wiz.back': 'Zurück',
+	'wiz.imported': '{n} importiert',
+	'wiz.skipped': '{n} übersprungen',
+	'wiz.conflict': 'Existiert bereits (Duplikat übersprungen)',
+	'wiz.usageApplied': 'Verwendung für {n} neue Importe gesetzt',
+	'wiz.done': 'Fertig',
+	'wiz.again': 'Weitere Charge importieren',
+	'wiz.resultNote': 'Dateien mit identischem Inhalt werden automatisch übersprungen — Wiederholung erzeugt keine Duplikate.',
+	'wiz.importedToast': '{n} Workflows importiert',
+	'wiz.warnTag': 'Warnung',
+	'wiz.confirmTag': 'Prüfung nötig',
+	'wiz.preflightTag': 'Preflight fehlgeschlagen',
+	'wiz.importedTag': 'Importiert #{id}',
 };

calliope-web/src/lib/i18n/en.ts

@@ -62,6 +62,7 @@ export const en = {
 
 	// --- Toast ---
 	'toast.dismiss': 'Dismiss',
+	'toast.undo': 'Undo',
 	'toast.uploadFailed': 'Upload failed',
 
 	// --- Modal ---
@@ -220,6 +221,25 @@ export const en = {
 	'lightbox.videoPreview': 'Video preview',
 	'lightbox.videoUnavailable': 'Video unavailable',
 	'lightbox.zoom100': '100%',
+	'lastFrame.export': 'Export last frame',
+	'lastFrame.exporting': 'Exporting last frame…',
+	'lastFrame.hint': 'Save the final frame as a full-size PNG, e.g. as a first-frame reference',
+	'lastFrame.fileTag': 'last-frame',
+	'lastFrame.done': 'Exported last frame {name} ({size})',
+	'lastFrame.errTimeout': 'The video took too long to load. Try again later.',
+	'lastFrame.errNotFound': 'The video file is missing or was removed.',
+	'lastFrame.errForbidden': 'You do not have permission to read this video.',
+	'lastFrame.errNetwork': 'Reading the video failed (network error). Check the connection and retry.',
+	'lastFrame.errDecode': 'The video is damaged; its ending cannot be decoded.',
+	'lastFrame.errUnsupported': 'This browser cannot play the video format, or the file is damaged.',
+	'lastFrame.errCrossOrigin':
+		'The video comes from another site that blocks reading its frames (cross-origin). Download the video first.',
+	'lastFrame.errNoPicture': 'This file has no video picture.',
+	'lastFrame.errUnseekable':
+		'Cannot reach the end of the video (unknown length, or the source does not allow seeking); no frame exported.',
+	'lastFrame.errBlack': 'The last second of the video is black; no frame exported.',
+	'lastFrame.errEmpty': 'The browser could not decode the ending. Retry, or use desktop Chrome / Edge.',
+	'lastFrame.errUnknown': 'Exporting the last frame failed: {msg}',
 
 	// --- Artifact / canvas nodes ---
 	'artifact.artifactLabel': 'Artifact',
@@ -948,6 +968,8 @@ export const en = {
 	'library.selectAll': 'Select all',
 	'library.deselectAll': 'Deselect all',
 	'library.itemCount': '{count} item(s)',
+	'library.loadError': 'Failed to load the library',
+	'library.subtitle': 'Generated assets in one place — preview, filter and remove images and videos not tied to a project',
 	'library.deleteSelected': 'Delete ({count})',
 	'library.addToProject': 'Add to Project',
 	'library.filterLabel': 'Filter by kind',
@@ -1261,6 +1283,7 @@ export const en = {
 	'shell.navAgents': 'Agents',
 	'shell.navConnections': 'ComfyUI Connections',
 	'shell.navModels': 'Models',
+	'shell.navLibrary': 'Asset Library',
 	'shell.navSettings': 'Settings',
 	'shell.comfy_ok': '{name} connected',
 	'shell.comfy_fail': '{name} unreachable',
@@ -1534,6 +1557,7 @@ export const en = {
 	'studio.slotMask': 'Mask',
 	'studio.slotFirst': 'First frame',
 	'studio.slotLast': 'Last frame',
+	'studio.slotOptional': 'Optional',
 	'studio.slotRefVideo': 'Reference video',
 	'studio.slotAudio': 'Reference audio',
 	'studio.slotPick': 'Click or drop a file',
@@ -1608,7 +1632,11 @@ export const en = {
 	'studio.delConfirm': 'Deleting also removes this job’s result files; the history cannot be restored. Delete?',
 	'studio.delTitleJob': 'Delete job “{name}”',
 	'studio.delConfirmMulti': 'This job produced {n} results. Deleting removes the whole job record and all {n} result files; this cannot be undone. Delete?',
+	'studio.deleteFailedToast': 'Delete failed: {detail}',
+	'studio.deletedTakeNoFilesToast': 'Deleted “{name}”',
+	'studio.deletedTakeToast': 'Deleted “{name}” together with its result files',
 	'studio.deletedToast': 'Job deleted together with its result files',
+	'studio.wfDeletedTag': 'Workflow deleted',
 	'studio.wfEmptyTitle': 'No {kind} workflows yet',
 	'studio.wfEmptyBody': "Enable ComfyUI's developer mode, export the workflow as API JSON, then import it on the ComfyUI Connections page as {kind}.",
 	'studio.wfEmptyGo': 'Import in ComfyUI Connections',
@@ -1627,9 +1655,12 @@ export const en = {
 	'tasks.subtitle': 'All image / video tasks — standalone windows and the creation flow',
 	'tasks.filterAll': 'All',
 	'tasks.filterImage': 'Images',
+	'tasks.filterFailed': 'Failed',
+	'tasks.filterActive': 'Active',
 	'tasks.filterVideo': 'Videos',
 	'tasks.count': '{n} tasks · {m} active',
 	'tasks.empty': 'No generation tasks yet. Submit the first one in Image or Video.',
+	'tasks.emptyFiltered': 'No tasks match the current filter.',
 	'tasks.goGenerate': 'Open Image',
 	'tasks.sourceStudioImage': 'Standalone image',
 	'tasks.sourceStudioVideo': 'Standalone video',
@@ -1643,8 +1674,10 @@ export const en = {
 	'tasks.retry': 'Retry',
 	'tasks.cancel': 'Cancel',
 	'tasks.delete': 'Delete',
+	'tasks.download': 'Download',
 	'tasks.delTitle': 'Delete task',
 	'tasks.delConfirm': 'The result files will be removed together with the task. Delete it?',
+	'tasks.searchPh': 'Search tasks…',
 	'tasks.outputs': '{n} outputs',
 
 	'agentsPage.title': 'Agents',
@@ -1868,12 +1901,14 @@ export const en = {
 	'home.stageProgress': 'Five-stage progress',
 	'tasks.sourceWorkbench': 'Creation flow',
 	'jobst.idSuffix': ' · ComfyUI prompt ID {id}',
-	'jobst.done': 'Done',
+	'jobst.done': 'Fixed',
 	'jobst.doneDetail': 'ComfyUI finished and the results are saved',
 	'jobst.dryRun': 'Placeholder',
 	'jobst.dryRunDetail': 'Placeholder only: Dry-run is on, ComfyUI was not called',
 	'jobst.noOutput': 'No output',
 	'jobst.noOutputDetail': 'The job ended without any result file — not a finished generation',
+	'jobst.missing': 'Files missing',
+	'jobst.missingDetail': 'The task succeeded, but its result files are no longer on the server',
 	'jobst.queued': 'Queued',
 	'jobst.queuedDetail': 'Waiting in the workbench queue to be sent to ComfyUI',
 	'jobst.connecting': 'Connecting',
@@ -1951,6 +1986,287 @@ export const en = {
 	'wft.errListMin': '"{label}" needs at least {n} {unit}',
 	'tasks.testBadge': 'Test',
 	'tasks.sourceWorkflowTest': 'Workflow test',
+	// --- 生成台 (HEL-653) ---
+	'cdf.orig': 'Original {v}',
+	'desk.title': 'Generate',
+	'desk.advanced': 'Advanced · {n} · untouched ones keep the workflow values',
+	'desk.chipResolution': 'Resolution {v}',
+	'desk.chipSeconds': '{v}s',
+	'desk.chipSeed': 'Seed {v}',
+	'desk.closeInspector': 'Close inspector',
+	'desk.countActive': '{n} running',
+	'desk.countTakes': '{n} takes',
+	'desk.ctxAsset': '{kind} “{name}”',
+	'desk.ctxShot': 'Shot {no}',
+	'desk.ctxBack': 'Back to {stage}',
+	'desk.ctxDismiss': 'Dismiss source note',
+	'desk.ctxFrom': 'From “{project}”',
+	'desk.ctxNoBackfill': 'Results stay in the desk feed and are not filled back into {stage}',
+	'desk.ctxBackfill': 'When a take is done, use “Send back to project” on its card to return it to {stage}',
+	'desk.attachToProject': 'Send back to project',
+	'desk.attachHint': 'Send this take back to its source: {label}',
+	'desk.attaching': 'Sending back…',
+	'desk.attachedTag': 'Sent back',
+	'desk.attachBack': 'Back to project',
+	'desk.attachDoneToast': 'Sent back to the source project — open the project to see it',
+	'desk.attachAlreadyToast': 'This take was already sent back; nothing duplicated',
+	'desk.attachFailedToast': 'Could not send back: {detail}',
+	'desk.dayDate': '{m}/{d}',
+	'desk.download': 'Download',
+	'desk.dropNoSlot': '{n} file(s) have no slot: this workflow has no input of that kind',
+	'desk.dryRun': 'Dry run',
+	'desk.durMin': '{m}m {s}s',
+	'desk.durSec': '{s}s',
+	'desk.elapsed': 'Time',
+	'desk.emptyFailed': 'No failed takes',
+	'desk.emptyFeed': 'No takes yet. Write a prompt below and press Generate.',
+	'desk.filterAria': 'Filter takes',
+	'desk.filterAll': 'All',
+	'desk.filterImage': 'Images',
+	'desk.filterVideo': 'Videos',
+	'desk.filterFailed': 'Failed',
+	'desk.generate': 'Generate',
+	'desk.genHint': 'Generate (Ctrl/⌘ + Enter)',
+	'desk.inputs': 'Inputs',
+	'desk.inspector': 'Inspector',
+	'desk.keyClose': 'Close',
+	'desk.keyInspector': 'Show / hide',
+	'desk.keySelect': 'Select',
+	'desk.keyUse': 'Use',
+	'desk.kvCreated': 'Submitted',
+	'desk.kvName': 'Name',
+	'desk.kvPromptId': 'ComfyUI prompt id',
+	'desk.kvUsage': 'Usage',
+	'desk.loadEarlier': 'Show {n} earlier takes',
+	'desk.missingSub': 'Redo with the same params, or remove this take',
+	'desk.missingTitle': 'The result files are no longer on the server',
+	'desk.needWorkflow': 'Missing: workflow',
+	'desk.noConn': 'Not connected',
+	'desk.noPromptInput': 'This workflow takes no prompt; it runs with its own values.',
+	'desk.notGenerated': 'Not generated',
+	'desk.noWorkflows': 'No image or video workflow is ready yet',
+	'desk.openInDesk': 'Tune in desk',
+	'desk.openInDeskHint': 'Open the desk with this prompt and pick the workflow and params yourself; results stay in the desk feed',
+	'desk.openInspector': 'Inspector',
+	'desk.origValue': 'Workflow value',
+	'desk.outputN': 'Result {n}',
+	'desk.outputs': 'All results',
+	'desk.paramError': 'Invalid parameter: {msg}',
+	'desk.paramsAll': 'All params',
+	'desk.paramsChanged': 'Params · {n} changed',
+	'desk.paramsCommon': 'Common params',
+	'desk.pickTake': 'Pick a take in the feed to see its result',
+	'desk.pickWorkflow': 'Choose workflow',
+	'desk.promptOnly': 'Prompt only',
+	'desk.promptPh': 'Describe the shot… (Ctrl/⌘ + Enter to generate, / to focus)',
+	'desk.restoreAll': 'Restore all workflow values',
+	'desk.redo': 'Redo with same params',
+	'desk.removeRecord': 'Remove record',
+	'desk.restoreOrig': 'Restore original',
+	'desk.reuse': 'Reuse',
+	'desk.reuseToComposer': 'Reuse in composer',
+	'desk.seedRandom': 'Random',
+	'desk.sendToSlot': 'Send to image slot',
+	'desk.sent': 'Submitted',
+	'desk.sentToSlotToast': 'Sent to the current workflow’s image slot',
+	'desk.slotOne': '{label} ×1',
+	'desk.slotRange': '{label} {min}–{max}',
+	'desk.specSize': 'Size',
+	'desk.stillNeed': 'Missing: {what}',
+	'desk.tabParams': 'Params',
+	'desk.tabResult': 'Result',
+	'desk.today': 'Today',
+	'desk.took': 'Took {d}',
+	'desk.wfBroken': 'Unavailable',
+	'desk.wfCurrent': 'current',
+	'desk.wfDefaultConn': 'Default connection',
+	'desk.wfImport': 'Import / manage workflows',
+	'desk.wfLastFailed': 'Last run failed',
+	'desk.wfNoMatch': 'No matching workflow',
+	'desk.wfOk': 'Ready',
+	'desk.wfSearchPh': 'Search workflows or a usage: image to video, reference…',
+	'desk.wfTesting': 'Test running',
+	'desk.wfUntested': 'Not tested',
+	'desk.workflow': 'Workflow',
+	'desk.yesterday': 'Yesterday',
+	// --- Three-section desk (HEL-683) ---
+	'desk.bandChange': "Change workflow",
+	'desk.bayCloudBody': "Cloud image / video models (gpt-image2, nano-banana, Jimeng, Kling, …) are not connected to this product yet. Once integrated they will be listed with their real capabilities — never as unusable entries.",
+	'desk.bayCloudTitle': "Cloud generation not connected",
+	'desk.bayCount': "{n} / {total} workflows",
+	'desk.bayFavOnly': "Favorites",
+	'desk.bayMore': "Show {n} more",
+	'desk.bayNoFamily': "Unrecognized model",
+	'desk.bayPending': "{n} pending confirmation (usage / output unsettled)",
+	'desk.bayReqAria': "Input requirements",
+	'desk.bayReqTitle': "Input requirements",
+	'desk.baySearchPh': "Search name, description, model, usage…",
+	'desk.baySourceCloud': "Cloud",
+	'desk.baySourceLabel': "Generation source",
+	'desk.baySourceLocal': "Local",
+	'desk.modeAll': "All",
+	'desk.modeEmpty': "No runnable workflow for this mode yet",
+	'desk.modeRailAria': "Task modes",
+	'desk.modeRailTitle': "Task modes",
+	'desk.pvBackCreate': "Back to creating",
+	'desk.pvCurrent': "Current workflow",
+	'desk.pvEmpty': "Pick a workflow on the left to see its input requirements",
+	'desk.pvFav': "Add to favorites",
+	'desk.pvLastUsed': "Last used",
+	'desk.pvParamCount': "Parameters",
+	'desk.pvSlotsLoading': "Loading input slots…",
+	'desk.pvUnfav': "Remove from favorites",
+	'desk.pvUse': "Use this workflow",
+	'desk.railFav': "Favorites",
+	'desk.railRecent': "Recent",
+	'wfd.stepParse': 'Parse JSON',
+	'wfd.stepNodes': 'Identify nodes',
+	'wfd.stepModels': 'Verify models',
+	'wfd.stepSlots': 'Build input slots',
+	'wfd.noOutput': 'The workflow has no output node — cannot import',
+	'wfd.nodesAutoOk': 'Usage auto-detected: {usage}',
+	'wfd.nodesUserOk': 'Usage confirmed: {usage}',
+	'wfd.modelsOk': '"{name}" has all required nodes and models',
+	'wfd.slotsOk': '{n} input slot(s) built ({m} media)',
+	'wfd.checksAria': 'Import check results',
+	'wfd.showDetails': 'Show error details',
+	'wfd.hideDetails': 'Hide error details',
+	'wfd.unreachableSuggest': 'Being unverifiable does not block saving; re-check after fixing the connection.',
+	'wfd.nodesPickSuggest': 'Pick the usage and finish the output mapping below before saving.',
+	'wfd.showRaw': 'View raw JSON',
+	'wfd.hideRaw': 'Hide raw JSON',
+
+	// --- Workflow library · batch import & management (HEL-682) ---
+	'wl.hint': 'Batch-import UI-format workflows; search, filter and annotate — full JSON loads only per action',
+	'wl.batchImport': 'Batch import',
+	'wl.dedupe': 'Dedupe',
+	'wl.dedupeTitle': 'Remove duplicate workflows',
+	'wl.dedupeConfirm': 'This deletes entries whose name AND content are identical (the earliest import is kept). Same name with different content is your variant and stays untouched. Continue?',
+	'wl.dedupeDone': 'Removed {n} duplicate workflows',
+	'wl.dedupeNone': 'No duplicate workflows found',
+	'wl.favCount': '{n} favorites',
+	'wl.searchPh': 'Search name, description, tags, model… (press /)',
+	'wl.filterLabel': 'Filters',
+	'wl.filterAll': 'All',
+	'wl.filterFav': 'Favorites',
+	'wl.filterPending': 'Pending',
+	'wl.filterDisabled': 'Disabled',
+	'wl.favAria': 'Favorite',
+	'wl.unfavAria': 'Unfavorite',
+	'wl.categoryLabel': 'Category',
+	'wl.categoryAll': 'All categories',
+	'wl.familyLabel': 'Model family',
+	'wl.familyAll': 'All families',
+	'wl.mediaLabel': 'Media',
+	'wl.mediaAll': 'All media',
+	'wl.mediaImage': 'Image',
+	'wl.mediaVideo': 'Video',
+	'wl.mediaAudio': 'Audio',
+	'wl.mediaIn': 'Input',
+	'wl.mediaOut': 'Output',
+	'wl.sortLabel': 'Sort',
+	'wl.sortRecent': 'Favorite / recent',
+	'wl.sortName': 'Name',
+	'wl.resetFilters': 'Clear filters',
+	'wl.noMatch': 'No workflows match the current filters',
+	'wl.resultCount': '{n} of {m} match',
+	'wl.selected': '{n} selected',
+	'wl.batchLabel': 'Batch actions',
+	'wl.batchAnnotate': 'Annotate',
+	'wl.batchEnable': 'Enable',
+	'wl.batchDisable': 'Disable',
+	'wl.clearSel': 'Clear selection',
+	'wl.batchDone': 'Updated {n} workflows',
+	'wl.batchPartial': '{n} succeeded, {m} failed (usage and output mapping must be settled first)',
+	'wl.selectAll': 'Select all listed workflows',
+	'wl.rowCheckAria': 'Select {name}',
+	'wl.headMeta': 'Metadata',
+	'wl.headActions': 'Actions',
+	'wl.enableAria': 'Enable or disable {name}',
+	'wl.enableBlocked': 'Settle usage and output nodes before enabling',
+	'wl.editMeta': 'Edit metadata',
+	'wl.lastUsed': 'Last used',
+	'wl.moreCount': 'Show {n} more ({m} total)',
+	'wfCat.basic': 'Basic processing',
+	'wfCat.audioTts': 'Speech generation',
+	'wfCat.music': 'Music generation',
+	'wfCat.image': 'Image generation',
+	'wfCat.video': 'Video generation',
+	'wfCat.digitalHuman': 'Digital human',
+	'wfCat.motionTransfer': 'Motion transfer',
+	'md.title': 'Workflow metadata',
+	'md.batchTitle': 'Batch annotate ({n})',
+	'md.batchHint': 'Only filled fields are applied; names are renamed via find→replace and tags are appended.',
+	'md.name': 'Display name',
+	'md.nameFind': 'Find',
+	'md.nameFindPh': 'Text to replace…',
+	'md.nameReplace': 'Replace with',
+	'md.nameReplacePh': 'Replacement text…',
+	'md.nameHint': 'Leave “Find” empty to keep names unchanged.',
+	'md.description': 'Description',
+	'md.descriptionPh': 'One line about what this workflow does…',
+	'md.tags': 'Tags',
+	'md.tagsPh': 'e.g. fast, high quality',
+	'md.tagsHint': 'Comma separated; appended in batch mode.',
+	'md.category': 'Category',
+	'md.modelFamily': 'Model family',
+	'md.apply': 'Apply',
+	'md.applied': 'Updated {n} workflows',
+	'md.appliedOne': 'Updated',
+	'md.partial': '{n} succeeded, {m} failed',
+	'wiz.title': 'Batch import workflows',
+	'wiz.stepSource': 'Source',
+	'wiz.stepReport': 'Dry-run report',
+	'wiz.stepResult': 'Result',
+	'wiz.sourceLabel': 'Import source',
+	'wiz.modeScan': 'Scan server directory',
+	'wiz.modeFiles': 'Pick local files',
+	'wiz.rootLabel': 'Server directory',
+	'wiz.rootHint': 'A directory path on the server (e.g. the repo’s example_ComfyUI_workflows); UI-format ComfyUI JSONs inside are scanned recursively — API-format and other JSONs are skipped.',
+	'wiz.preflight': 'Preflight against a live ComfyUI (optional)',
+	'wiz.preflightNone': 'Skip (offline conversion)',
+	'wiz.preflightHint': 'With a connection selected, converted graphs are checked node-by-node against that ComfyUI.',
+	'wiz.pickFiles': 'Local files',
+	'wiz.pickFilesBtn': 'Choose JSON files (multiple)',
+	'wiz.pickFilesHint': 'Pick ComfyUI UI-format workflow JSONs; multiple selection supported.',
+	'wiz.parsed': '{n} files read',
+	'wiz.notUi': '{n} files are not UI-format (no nodes array) and were skipped',
+	'wiz.noFiles': 'Choose files to import first',
+	'wiz.runDry': 'Run dry-run (nothing stored)',
+	'wiz.running': 'Checking…',
+	'wiz.total': '{n} files',
+	'wiz.ok': 'OK {n}',
+	'wiz.warn': 'Warn {n}',
+	'wiz.fail': 'Fail {n}',
+	'wiz.confirmCount': 'Need review {n}',
+	'wiz.importable': 'Importable {n}',
+	'wiz.reportHint': 'The dry-run stores nothing. Warn items import enabled once a usage is supplied; needs-review and failed items are never imported nor marked runnable.',
+	'wiz.filterLabel': 'Report filters',
+	'wiz.filterWarn': 'Warnings only',
+	'wiz.filterBlocked': 'Not importable',
+	'wiz.searchPh': 'Search file name…',
+	'wiz.includeAria': 'Import {name}',
+	'wiz.skipReason': 'Not importable: {reason}',
+	'wiz.issues': '{n} conversion notes',
+	'wiz.usagePick': 'Usage:',
+	'wiz.usageNone': 'Skip for now (pending after import)',
+	'wiz.selectedN': '{n} files will be imported',
+	'wiz.excludedM': '{m} not importable',
+	'wiz.import': 'Import',
+	'wiz.importing': 'Importing…',
+	'wiz.back': 'Back',
+	'wiz.imported': 'Imported {n}',
+	'wiz.skipped': 'Skipped {n}',
+	'wiz.conflict': 'Already exists (duplicate skipped)',
+	'wiz.usageApplied': 'Usage supplied for {n} new imports',
+	'wiz.done': 'Done',
+	'wiz.again': 'Import another batch',
+	'wiz.resultNote': 'Files with identical content are skipped automatically — re-running never creates duplicates.',
+	'wiz.importedToast': 'Imported {n} workflows',
+	'wiz.warnTag': 'Warn',
+	'wiz.confirmTag': 'Needs review',
+	'wiz.preflightTag': 'Preflight failed',
+	'wiz.importedTag': 'Imported #{id}',
 };
 
 export type Dict = typeof en;