恢复集成(HEL-237): 并入 HEL-235 安全构建入口工具链（仅构建工具与文档，无运行时影响）

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

.dockerignore

@@ -9,6 +9,7 @@ __pycache__/
 *.log
 runtime/
 data/cache/
+data/backups/
 data/private-mentor-skills/
 data/*.db
 data/*.db-shm

DOCKER_DEPLOY.md

@@ -14,13 +14,29 @@
     v
 xiaobai-review 容器 :8765
     |-- /app              只读应用代码
+    |   `-- backend/features/heaven/assets/heaven_knowledge.json
+    |                     镜像内 seed（不受 data 挂载遮盖）
     `-- /app/data         宿主机 ./data 持久化挂载
+        |-- review.db
+        |-- iching_zh.json
+        `-- heaven_knowledge.json   优先读取；缺失时回退到上方 seed
 ```
 
 账号、加密后的公共数据 Token、平台模型 API Key、生辰资料、行情快照和复盘数据均在
 `data/review.db`。解密密钥来自 `.env` 中的 `APP_ENCRYPTION_KEY`。数据库与
 密钥必须成对备份，任意一个丢失都无法恢复账号内的加密资料。
 
+问天静态知识文件：
+
+- `data/iching_zh.json`、`data/heaven_knowledge.json` 纳入 Git 与镜像构建；
+  `.dockerignore` 不排除这两个文件（只排除 `data/*.db`、`data/cache/` 等运行时产物）。
+- Compose 把宿主机 `./data` 整目录挂到 `/app/data`，会遮盖镜像里同路径文件。
+  因此宿主机 `data/` 应保留上述两个 JSON；若只缺 `heaven_knowledge.json`，
+  服务会回退读取镜像内
+  `backend/features/heaven/assets/heaven_knowledge.json`，解势仍可用。
+- 持久化位置：正式环境以宿主机项目目录下的 `./data/heaven_knowledge.json` 为准；
+  补文件后无需改代码，重启容器即可加载。
+
 管理员私有的问师 Skill 保存在宿主机 `data/private-mentor-skills/`。该目录随 `data`
 挂载进入容器，但被 Git 与 Docker 构建上下文排除，不会进入 Gitea 或镜像。私有 Skill
 只对管理员账号返回和开放调用，也会随本指南的 `data` 备份一起保存。
@@ -149,7 +165,31 @@ docker compose restart xiaobai-review
 docker compose down
 ```
 
-### 使用 Gitea 更新程序（推荐）
+### 镜像构建的唯一安全入口（2026-08 HEL-235 起）
+
+生产机 `192.168.200.11` 上的 `/opt/1panel/docker/compose/xiaobaifupan` 只是历史文件树：
+不是 Git 仓库、内容停在旧提交、与线上镜像不一致，且其 `compose.yaml` 会把构建结果打进
+`xiaobai-review:latest`。**禁止在该目录（或任何服务器工作树）里 `docker build` /
+`docker compose build`**，否则会把已上线功能悄悄打回旧版。
+
+唯一安全构建方式是在有仓库检出、能免密 SSH 到部署机的机器上运行：
+
+```bash
+tools/build_image.sh <提交号> <镜像tag>
+# 示例：tools/build_image.sh cefc86917d89 verify-hel235-cefc869
+```
+
+该脚本的行为约束：
+
+- 先 `git fetch`，再把提交号解析为完整 SHA，解析失败立即中止，绝不使用本地脏状态或服务器旧目录；
+- 镜像 tag 必须以 `-<提交短号7位>` 结尾（如 `hel234-cefc869`），禁止 `latest`、`rollback-*`；
+- 通过 `git archive <提交> | ssh 部署机 docker build -` 流式构建，服务器上不存在构建用工作树；
+- 构建后回读镜像 label 里的 `org.opencontainers.image.revision`，与预期提交不一致则删除镜像并中止；
+- 每次构建在部署机 `~/xiaobai-build/BUILD_LOG.tsv` 留痕，可追溯每个镜像的来源提交。
+
+构建只产出镜像，不启动、不替换任何容器；换版用新 tag 起新容器，回滚用既有镜像 tag 重跑。
+
+### 使用 Gitea 更新程序（旧方式，生产机禁用）
 
 代码仓库为：
 
@@ -174,7 +214,9 @@ cd /opt/xiaobai-review
 `data/private-mentor-skills/` 复制到服务器项目的同名 `data` 目录，并保持目录仅由
 部署账号和容器运行用户读取。该内容不会通过 Gitea 同步。
 
-每次更新前先创建 SQLite 一致性备份，再拉取并重建容器：
+每次更新前先创建 SQLite 一致性备份，再拉取并重建容器（注意：`docker compose up -d --build`
+从服务器本地工作树构建，仅适用于来源可信的全新环境；生产机 `192.168.200.11` 禁用，
+请用 `tools/build_image.sh` 构建后换容器）：
 
 ```bash
 cd /opt/xiaobai-review
@@ -189,7 +231,10 @@ curl --fail http://127.0.0.1:8765/api/health
 数据库迁移会在新容器启动时自动执行。若 `git pull --ff-only` 提示本地代码有修改，
 先用 `git status` 查明原因，不要用强制重置覆盖 `.env` 或 `data`。
 
-### 不使用 Git 时更新
+### 不使用 Git 时更新（生产机禁用）
+
+`docker compose build` 会从服务器本地目录构建，来源提交不可追溯。生产机
+`192.168.200.11` 上禁止使用本节方式，一律改用上一节的 `tools/build_image.sh`。
 
 重新上传代码后执行：
 

Dockerfile

@@ -23,7 +23,10 @@ COPY requirements.txt ./
 RUN python -m pip install --no-cache-dir -r requirements.txt
 
 COPY --chown=xiaobai:xiaobai . .
-RUN mkdir -p /app/data && chown -R xiaobai:xiaobai /app/data
+RUN mkdir -p /app/data && chown -R xiaobai:xiaobai /app/data \
+    && test -f /app/data/heaven_knowledge.json \
+    && test -f /app/data/iching_zh.json \
+    && test -f /app/backend/features/heaven/assets/heaven_knowledge.json
 
 USER xiaobai
 

backend/bootstrap/config.py

@@ -18,6 +18,8 @@ TOKEN_PATTERN = re.compile(r"^[A-Za-z0-9_-]{20,128}$")
 USERNAME_PATTERN = re.compile(r"^[A-Za-z0-9_\-\u4e00-\u9fff]{3,30}$")
 SESSION_COOKIE = "xiaobai_session"
 SESSION_MAX_AGE = 30 * 24 * 60 * 60
+DEVICE_COOKIE = "xiaobai_device"
+DEVICE_MAX_AGE = 180 * 24 * 60 * 60
 
 
 def load_local_env() -> None:

backend/data/providers/tushare_dashboard.py

@@ -41,13 +41,16 @@ class DashboardMixin:
             raise TushareError(f"No daily data returned for {trade_date}")
 
         notices: list[str] = []
+        limit_data_source = "official"
         try:
             limit_rows = self._load_limit_lists(trade_date)
             previous_limit_rows = self._load_limit_type(previous_trade_date, "U")
             if not limit_rows:
+                limit_data_source = "derived"
                 notices.append("涨跌停高级接口当日数据尚未更新，已使用日线数据推算。")
                 limit_rows = self._derive_limits(trade_date, daily)
         except TushareError as exc:
+            limit_data_source = "derived"
             notices.append(f"涨跌停高级接口不可用，已使用日线数据推算：{exc}")
             limit_rows = self._derive_limits(trade_date, daily)
             previous_daily = self._load_daily(previous_trade_date)
@@ -79,6 +82,7 @@ class DashboardMixin:
                 "trade_date": _display_date(trade_date),
                 "previous_trade_date": _display_date(previous_trade_date),
                 "source": "tushare",
+                "limit_data_source": limit_data_source,
                 "updated_at": datetime.now().astimezone().isoformat(timespec="seconds"),
                 "notice": "；".join(notices),
             },

backend/database/migrations/__init__.py

@@ -2,6 +2,7 @@ from .m0001_adopt_legacy import MIGRATION as M0001_ADOPT_LEGACY
 from .m0002_job_runs import MIGRATION as M0002_JOB_RUNS
 from .m0003_llm_audit import MIGRATION as M0003_LLM_AUDIT
 from .m0004_mentor_notes import MIGRATION as M0004_MENTOR_NOTES
+from .m0005_account_switch_grants import MIGRATION as M0005_ACCOUNT_SWITCH_GRANTS
 from .runner import Migration, MigrationError, MigrationRunner
 
 MIGRATIONS = (
@@ -9,6 +10,7 @@ MIGRATIONS = (
     M0002_JOB_RUNS,
     M0003_LLM_AUDIT,
     M0004_MENTOR_NOTES,
+    M0005_ACCOUNT_SWITCH_GRANTS,
 )
 
 __all__ = ["MIGRATIONS", "Migration", "MigrationError", "MigrationRunner"]

backend/database/migrations/m0005_account_switch_grants.py

@@ -0,0 +1,42 @@
+from __future__ import annotations
+
+import sqlite3
+
+from backend.database.migrations.runner import Migration
+
+
+def create_account_switch_grants(connection: sqlite3.Connection) -> None:
+    connection.execute(
+        """
+        CREATE TABLE IF NOT EXISTS account_switch_grants (
+            id INTEGER PRIMARY KEY AUTOINCREMENT,
+            device_hash TEXT NOT NULL,
+            user_id INTEGER NOT NULL,
+            granted_at TEXT NOT NULL,
+            last_used_at TEXT NOT NULL,
+            expires_at TEXT NOT NULL,
+            UNIQUE (device_hash, user_id),
+            FOREIGN KEY (user_id) REFERENCES users(id) ON DELETE CASCADE
+        )
+        """
+    )
+    connection.execute(
+        """
+        CREATE INDEX IF NOT EXISTS idx_account_switch_grants_device
+        ON account_switch_grants(device_hash, last_used_at DESC)
+        """
+    )
+    connection.execute(
+        """
+        CREATE INDEX IF NOT EXISTS idx_account_switch_grants_expiry
+        ON account_switch_grants(expires_at)
+        """
+    )
+
+
+MIGRATION = Migration(
+    version="0005",
+    name="create_account_switch_grants",
+    action=create_account_switch_grants,
+    signature="account-switch-grants:v1:device,user,granted,used,expires,unique",
+)

backend/features/accounts/application.py

@@ -28,11 +28,11 @@ class AccountApplicationMixin:
     def update_membership(self, payload: dict[str, Any]) -> None:
         self.accounts.update_membership(payload)
 
-    def register_account(self, username: str, password: str) -> dict[str, Any]:
-        return self.accounts.register(username, password)
+    def register_account(self, username: str, password: str, device_hash: str = "") -> dict[str, Any]:
+        return self.accounts.register(username, password, device_hash)
 
-    def login_account(self, username: str, password: str) -> dict[str, Any]:
-        return self.accounts.login(username, password)
+    def login_account(self, username: str, password: str, device_hash: str = "") -> dict[str, Any]:
+        return self.accounts.login(username, password, device_hash)
 
     def change_password(self, current_password: str, new_password: str) -> None:
         self.accounts.change_password(current_password, new_password)

backend/features/accounts/http.py

@@ -1,49 +1,108 @@
 from __future__ import annotations
 
 import json
+import secrets
 from http import HTTPStatus
 
+from backend.features.accounts.security import token_hash
+
 
 class AccountHttpMixin:
+    def _device_hash(self) -> str:
+        raw = self.device_token()
+        return token_hash(raw) if raw else ""
+
+    def _ensure_device_token(self) -> str:
+        return self.device_token() or secrets.token_urlsafe(32)
+
+    def _auth_success_headers(self, session_token: str, device_raw: str) -> list[tuple[str, str]]:
+        return [
+            ("Set-Cookie", self.session_cookie(session_token)),
+            ("Set-Cookie", self.device_cookie(device_raw)),
+        ]
+
+    def _send_authenticated_session(self, result: dict, status: HTTPStatus, device_raw: str) -> None:
+        self.send_json(
+            {
+                "ok": True,
+                "authenticated": True,
+                "user": result["user"],
+                "csrf_token": result["csrf_token"],
+            },
+            status,
+            self._auth_success_headers(result["session_token"], device_raw),
+        )
+
     def auth_register(self) -> None:
         try:
             body = self.read_json_body()
+            device_raw = self._ensure_device_token()
             result = self.application_service.register_account(
                 str(body.get("username") or ""),
                 str(body.get("password") or ""),
+                token_hash(device_raw),
             )
-            self.send_json(
-                {
-                    "ok": True,
-                    "authenticated": True,
-                    "user": result["user"],
-                    "csrf_token": result["csrf_token"],
-                },
-                HTTPStatus.CREATED,
-                {"Set-Cookie": self.session_cookie(result["session_token"])},
-            )
+            self._send_authenticated_session(result, HTTPStatus.CREATED, device_raw)
         except (ValueError, json.JSONDecodeError) as exc:
             self.send_json({"error": str(exc)}, HTTPStatus.BAD_REQUEST)
 
     def auth_login(self) -> None:
         try:
             body = self.read_json_body()
+            device_raw = self._ensure_device_token()
             result = self.application_service.login_account(
                 str(body.get("username") or ""),
                 str(body.get("password") or ""),
+                token_hash(device_raw),
             )
-            self.send_json(
-                {
-                    "ok": True,
-                    "authenticated": True,
-                    "user": result["user"],
-                    "csrf_token": result["csrf_token"],
-                },
-                headers={"Set-Cookie": self.session_cookie(result["session_token"])},
-            )
+            self._send_authenticated_session(result, HTTPStatus.OK, device_raw)
         except (ValueError, json.JSONDecodeError) as exc:
             self.send_json({"error": str(exc)}, HTTPStatus.UNAUTHORIZED)
 
+    def auth_accounts(self) -> None:
+        current_user_id = None
+        if self.require_auth(send_error=False):
+            current_user_id = int(self.auth_user["id"])
+        payload = self.application_service.accounts.list_device_accounts(
+            self._device_hash(),
+            current_user_id,
+        )
+        self.send_json({"ok": True, **payload})
+
+    def auth_switch(self) -> None:
+        try:
+            body = self.read_json_body()
+            try:
+                user_id = int(body.get("user_id"))
+            except (TypeError, ValueError):
+                user_id = 0
+            device_raw = self.device_token()
+            result = self.application_service.accounts.switch_account(
+                token_hash(device_raw) if device_raw else "",
+                user_id,
+            )
+            self._send_authenticated_session(
+                result,
+                HTTPStatus.OK,
+                device_raw or self._ensure_device_token(),
+            )
+        except PermissionError as exc:
+            self.send_json({"error": str(exc)}, HTTPStatus.UNAUTHORIZED)
+        except (ValueError, json.JSONDecodeError) as exc:
+            self.send_json({"error": str(exc)}, HTTPStatus.BAD_REQUEST)
+
+    def auth_forget(self) -> None:
+        try:
+            body = self.read_json_body()
+            try:
+                user_id = int(body.get("user_id"))
+            except (TypeError, ValueError):
+                user_id = 0
+            self.application_service.accounts.forget_account(self._device_hash(), user_id)
+        except (ValueError, json.JSONDecodeError):
+            pass
+        self.send_json({"ok": True})
+
     def auth_me(self) -> None:
         service = self.application_service
         if not self.require_auth(send_error=False):
@@ -55,6 +114,15 @@ class AccountHttpMixin:
                 }
             )
             return
+        headers = None
+        if not self.device_token():
+            device_raw = secrets.token_urlsafe(32)
+            service.accounts.remember_account(
+                token_hash(device_raw),
+                int(self.auth_user["id"]),
+                fresh=True,
+            )
+            headers = [("Set-Cookie", self.device_cookie(device_raw))]
         self.send_json(
             {
                 "ok": True,
@@ -66,15 +134,19 @@ class AccountHttpMixin:
                     "membership": service.membership(),
                 },
                 "csrf_token": str(self.auth_user["csrf_token"]),
-            }
+            },
+            headers=headers,
         )
 
     def auth_logout(self) -> None:
         raw_token = self.session_token()
+        user_id = int(getattr(self, "auth_user", {}).get("id") or 0)
         if raw_token:
-            from backend.features.accounts.security import token_hash
-
             self.application_service.database.delete_session(token_hash(raw_token))
+        self.application_service.accounts.revoke_current_device_grant(
+            self._device_hash(),
+            user_id,
+        )
         self.send_json(
             {"ok": True},
             headers={"Set-Cookie": self.session_cookie("", clear=True)},

backend/features/accounts/repository.py

@@ -234,3 +234,96 @@ class AccountRepositoryMixin:
                 (user_id,),
             )
             return cursor.rowcount > 0
+
+    def cleanup_expired_switch_grants(self, now: str) -> int:
+        with self.connect() as connection:
+            cursor = connection.execute(
+                "DELETE FROM account_switch_grants WHERE expires_at <= ?",
+                (now,),
+            )
+        return int(cursor.rowcount)
+
+    def list_switch_grants(self, device_hash: str, now: str) -> list[dict[str, Any]]:
+        with self.connect() as connection:
+            rows = connection.execute(
+                """
+                SELECT u.id, u.username, u.role, u.llm_mode, u.membership_status,
+                       u.membership_plan, u.membership_starts_at, u.membership_expires_at,
+                       u.created_at, g.last_used_at, g.granted_at, g.expires_at
+                FROM account_switch_grants AS g
+                JOIN users AS u ON u.id = g.user_id
+                WHERE g.device_hash = ? AND g.expires_at > ?
+                ORDER BY g.last_used_at DESC, g.id DESC
+                """,
+                (device_hash, now),
+            ).fetchall()
+        return [dict(row) for row in rows]
+
+    def get_switch_grant(self, device_hash: str, user_id: int) -> dict[str, Any] | None:
+        with self.connect() as connection:
+            row = connection.execute(
+                """
+                SELECT device_hash, user_id, granted_at, last_used_at, expires_at
+                FROM account_switch_grants
+                WHERE device_hash = ? AND user_id = ?
+                """,
+                (device_hash, user_id),
+            ).fetchone()
+        return dict(row) if row else None
+
+    def upsert_switch_grant(
+        self,
+        device_hash: str,
+        user_id: int,
+        granted_at: str,
+        last_used_at: str,
+        expires_at: str,
+    ) -> None:
+        with self.connect() as connection:
+            connection.execute(
+                """
+                INSERT INTO account_switch_grants
+                    (device_hash, user_id, granted_at, last_used_at, expires_at)
+                VALUES (?, ?, ?, ?, ?)
+                ON CONFLICT(device_hash, user_id) DO UPDATE SET
+                    granted_at = excluded.granted_at,
+                    last_used_at = excluded.last_used_at,
+                    expires_at = excluded.expires_at
+                """,
+                (device_hash, user_id, granted_at, last_used_at, expires_at),
+            )
+
+    def prune_switch_grants(self, device_hash: str, keep: int) -> int:
+        with self.connect() as connection:
+            rows = connection.execute(
+                """
+                SELECT id FROM account_switch_grants
+                WHERE device_hash = ?
+                ORDER BY last_used_at DESC, id DESC
+                """,
+                (device_hash,),
+            ).fetchall()
+            extra = [int(row["id"]) for row in rows[keep:]]
+            if not extra:
+                return 0
+            connection.execute(
+                f"DELETE FROM account_switch_grants WHERE id IN ({','.join('?' * len(extra))})",
+                extra,
+            )
+        return len(extra)
+
+    def delete_switch_grant(self, device_hash: str, user_id: int) -> bool:
+        with self.connect() as connection:
+            cursor = connection.execute(
+                "DELETE FROM account_switch_grants WHERE device_hash = ? AND user_id = ?",
+                (device_hash, user_id),
+            )
+        return cursor.rowcount > 0
+
+    def delete_switch_grants_for_user(self, user_id: int) -> int:
+        with self.connect() as connection:
+            cursor = connection.execute(
+                "DELETE FROM account_switch_grants WHERE user_id = ?",
+                (user_id,),
+            )
+        return int(cursor.rowcount)

backend/features/accounts/routes.py

@@ -6,6 +6,9 @@ class AccountRoutesMixin:
         if parsed.path == "/api/auth/me":
             self.auth_me()
             return True
+        if parsed.path == "/api/auth/accounts":
+            self.auth_accounts()
+            return True
         return False
 
     def _handle_accounts_get(self, parsed) -> bool:

backend/features/accounts/service.py

@@ -77,15 +77,22 @@ class AccountService:
         access = self.access_supplier() or self.database.user_access(self.current_user_id) or {}
         return self.membership_for_access(access)
 
-    def register(self, username: str, password: str) -> dict[str, Any]:
+    GRANT_SLIDE_DAYS = 30
+    GRANT_HARD_DAYS = 180
+    MAX_GRANTS_PER_DEVICE = 5
+    SWITCH_REAUTH_MESSAGE = "该账号需重新验证"
+
+    def register(self, username: str, password: str, device_hash: str = "") -> dict[str, Any]:
         username = username.strip()
         self.validate_input(username, password)
         with self.auth_lock:
             salt, password_digest = hash_password(password)
             user = self.database.create_user(username, salt, password_digest)
-        return self.create_session(user)
+        result = self.create_session(user)
+        self.remember_account(device_hash, int(user["id"]), fresh=True)
+        return result
 
-    def login(self, username: str, password: str) -> dict[str, Any]:
+    def login(self, username: str, password: str, device_hash: str = "") -> dict[str, Any]:
         username = username.strip()
         if not username or not password:
             raise ValueError("账号名和密码不能为空。")
@@ -96,7 +103,9 @@ class AccountService:
             str(user.get("password_hash") or ""),
         ):
             raise ValueError("账号名或密码不正确。")
-        return self.create_session(user)
+        result = self.create_session(user)
+        self.remember_account(device_hash, int(user["id"]), fresh=True)
+        return result
 
     def change_password(self, current_password: str, new_password: str) -> None:
         current_password = str(current_password or "")
@@ -112,6 +121,86 @@ class AccountService:
         salt, digest = hash_password(new_password)
         if not self.database.update_user_password(self.current_user_id, salt, digest):
             raise ValueError("账号不存在。")
+        self.database.delete_switch_grants_for_user(self.current_user_id)
+
+    @staticmethod
+    def _utc_now() -> datetime:
+        return datetime.now(timezone.utc)
+
+    @classmethod
+    def _iso(cls, value: datetime) -> str:
+        return value.isoformat(timespec="seconds")
+
+    def remember_account(self, device_hash: str, user_id: int, *, fresh: bool = False) -> None:
+        if not device_hash or user_id <= 0:
+            return
+        now = self._utc_now()
+        now_text = self._iso(now)
+        self.database.cleanup_expired_switch_grants(now_text)
+        existing = None if fresh else self.database.get_switch_grant(device_hash, user_id)
+        granted_at = parse_iso_datetime(existing["granted_at"]) if existing else now
+        if granted_at is None:
+            granted_at = now
+        expires = min(
+            now + timedelta(days=self.GRANT_SLIDE_DAYS),
+            granted_at + timedelta(days=self.GRANT_HARD_DAYS),
+        )
+        if not existing:
+            self.database.prune_switch_grants(device_hash, self.MAX_GRANTS_PER_DEVICE - 1)
+        self.database.upsert_switch_grant(
+            device_hash,
+            user_id,
+            self._iso(granted_at),
+            now_text,
+            self._iso(expires),
+        )
+
+    def list_device_accounts(
+        self, device_hash: str, current_user_id: int | None = None
+    ) -> dict[str, Any]:
+        if not device_hash:
+            return {"accounts": [], "current_user_id": current_user_id}
+        now_text = self._iso(self._utc_now())
+        self.database.cleanup_expired_switch_grants(now_text)
+        accounts = []
+        for row in self.database.list_switch_grants(device_hash, now_text):
+            accounts.append(
+                {
+                    "user_id": int(row["id"]),
+                    "username": str(row["username"]),
+                    "role": str(row.get("role") or "user"),
+                    "membership": self.membership_for_access(row),
+                    "last_used_at": str(row.get("last_used_at") or ""),
+                }
+            )
+        return {"accounts": accounts, "current_user_id": current_user_id}
+
+    def switch_account(self, device_hash: str, user_id: int) -> dict[str, Any]:
+        if not device_hash or user_id <= 0:
+            raise PermissionError(self.SWITCH_REAUTH_MESSAGE)
+        now = self._utc_now()
+        now_text = self._iso(now)
+        self.database.cleanup_expired_switch_grants(now_text)
+        grant = self.database.get_switch_grant(device_hash, user_id)
+        expires = parse_iso_datetime(grant.get("expires_at")) if grant else None
+        if not grant or not expires or expires <= now:
+            if grant:
+                self.database.delete_switch_grant(device_hash, user_id)
+            raise PermissionError(self.SWITCH_REAUTH_MESSAGE)
+        user = self.database.user_access(user_id)
+        if not user:
+            raise PermissionError(self.SWITCH_REAUTH_MESSAGE)
+        result = self.create_session(user)
+        self.remember_account(device_hash, user_id)
+        return result
+
+    def forget_account(self, device_hash: str, user_id: int) -> None:
+        if device_hash and user_id > 0:
+            self.database.delete_switch_grant(device_hash, user_id)
+
+    def revoke_current_device_grant(self, device_hash: str, user_id: int) -> None:
+        if device_hash and user_id > 0:
+            self.database.delete_switch_grant(device_hash, user_id)
 
     def create_session(self, user: dict[str, Any]) -> dict[str, Any]:
         session_token = secrets.token_urlsafe(32)

backend/features/heaven/assets/heaven_knowledge.json

@@ -0,0 +1,117 @@
+{
+  "version": "2026.08.05-5",
+  "sources": {
+    "zhouyi": {
+      "title": "周易经文与十翼",
+      "scope": "卦辞、爻辞、彖传、象传",
+      "kind": "public_domain_primary",
+      "note": "观势与观心只引用本项目已校录的卦爻原文，不把现代网络释文当作原典。"
+    },
+    "jingfang": {
+      "title": "京氏易传",
+      "scope": "八宫与纳甲体系来源",
+      "kind": "public_domain_traditional",
+      "note": "确定性程序采用京房纳甲、八宫世应的通行排法。"
+    },
+    "huozhulin": {
+      "title": "火珠林",
+      "scope": "纳甲筮法、六亲与日月关系",
+      "kind": "public_domain_traditional",
+      "note": "用于观心规则脉络，不直接复制后世简化断语。"
+    },
+    "zengshan": {
+      "title": "增删卜易",
+      "scope": "用神、世应、动变、日月旺衰",
+      "kind": "public_domain_traditional",
+      "note": "只采用可明确编码且有一致输入条件的规则；争议规则单独标记。"
+    },
+    "neijing": {
+      "title": "黄帝内经·素问运气七篇",
+      "scope": "五运、司天在泉、主客气与运气关系",
+      "kind": "public_domain_primary",
+      "note": "观气将原典关系转成当日自我观察语言，不宣称对股价存在因果作用。"
+    }
+  },
+  "trend": {
+    "method": "本卦说明当下结构，实际动爻说明变化关节，之卦说明所趋结构；多动爻全部保留，不以固定口诀删去用户实际得到的爻。",
+    "rules": {
+      "stable": "无动爻时以本卦整体、上下卦关系和大象为主，说明结构的延续条件，不把静止等同于永远不变。",
+      "single": "一爻动时以该爻的时位、爻辞和象辞为变化核心，并用之卦检查变化后的结构。",
+      "multiple": "多爻动时逐一保留相关爻义，先找共同方向与冲突，再结合之卦给出有条件的倾向；不得用固定套话把不同动爻压成同一结论。"
+    }
+  },
+  "fortune": {
+    "principle": "先立中运与司天在泉的年纲，再察当前客气加临主气，最后以日辰说明当日触发；不使用产品权重推导传统结论。",
+    "movement": {
+      "太过": "太过表示该运之气偏于有余，解释时同时观察其本气表现与对所胜、所生关系的牵动，不直接等同于吉或凶。",
+      "不及": "不及表示该运之气偏于不足，解释时同时观察其所不胜来乘与所生受累的可能，不直接等同于弱势结论。"
+    },
+    "qi": {
+      "厥阴风木": "厥阴取风木之动，侧重疏泄、升发、变化与不定；偏盛时可表现为动摇、急变或升散不收。",
+      "少阴君火": "少阴取君火之明与热，侧重显化、温煦和内在驱动；偏盛时容易躁热，受制时则显而不畅。",
+      "太阴湿土": "太阴取湿土之濡与承载，侧重黏滞、蓄积和转化；偏盛时容易困重迟缓，得化时则能承接。",
+      "少阳相火": "少阳取相火之行与枢转，侧重外达、加速和往来；偏盛时容易浮越躁动，受阻时表现为枢机不利。",
+      "阳明燥金": "阳明取燥金之收与清肃，侧重收敛、裁决和边界；偏盛时容易干急严峻，得润时则清明有序。",
+      "太阳寒水": "太阳取寒水之藏与凝，侧重潜藏、收引和下行；偏盛时容易凝滞退缩，得温时则蓄势有根。"
+    },
+    "relations": {
+      "same": "客主同气表示同类气相并，重点看是否相得而彰，还是同气偏盛而亢；不能机械判为有利。",
+      "guest_generates_host": "客生主表示来气生助时令本气，气机较易衔接；仍需观察生助是否过度及年纲是否承接。",
+      "host_generates_guest": "主生客表示时令本气向来气流转，有相生也有外泄；不能只取相生而忽略主气受耗。",
+      "guest_controls_host": "客克主表示来气制约主气，传统称客胜为从；重点解释外来变化居上及原有节律受制。",
+      "host_controls_guest": "主克客表示主气制约来气，传统称主胜为逆；重点解释时令与来气相持而不把相克直接断凶。"
+    },
+    "day_trigger": "日辰只说明当日关系如何被触发，不与中运、司天在泉或主客气并列重复计权。",
+    "industry_boundary": "五行对应行业只作传统取象：可以说明本次已经出现的五行之气对相应行业形成的象征性关注、节奏或约束，但不得读取或猜测行业实时行情，不得预测涨跌，也不得把取象写成投资推荐。",
+    "personal_boundary": "personal.natal_day_master才是用户本命日主；today_relative_to_natal_day_master中的pillars是当日历法，stem_relations只是当日年、月、日三柱天干相对本命日主的确定性关系标签。只能使用本次检索到的关系释义，不得自行重算十神、扩展五行生克、使用藏干、库气或支的燥湿属性，也不得把当日日柱称为用户命局，或由这些字段推断命局中某一十神偏重、身强身弱或喜用神。",
+    "personal_relations": {
+      "比肩": "比肩作为当日天干关系标签，只提示用户可能更在意自主判断、同类比较或坚持原有立场；不能据此判断命局强弱或现实事件。",
+      "劫财": "劫财作为当日天干关系标签，只提示用户留意精力、注意力或可支配资源在同类事项间的分流与竞争感；不等同于破财或他人争夺。",
+      "食神": "食神作为当日天干关系标签，只提示用户留意表达、输出、舒缓与完成感；不等同于收益或确定的轻松结果。",
+      "伤官": "伤官作为当日天干关系标签，只提示用户留意质疑规则、急于表达或追求自主空间的倾向；不等同于冲突或违规。",
+      "偏财": "偏财作为当日天干关系标签，只提示用户留意机会分配、灵活取舍与非固定资源的吸引力；不等同于意外获利。",
+      "正财": "正财作为当日天干关系标签，只提示用户更关注可核对的结果、资源边界和务实落地；不等同于必得收益或现金变化。",
+      "七杀": "七杀作为当日天干关系标签，只提示用户留意紧迫感、外部压力和快速决断冲动；不等同于危险必然发生。",
+      "正官": "正官作为当日天干关系标签，只提示用户更在意规则、责任、秩序和可交付标准；不等同于结果必然受控。",
+      "偏印": "偏印作为当日天干关系标签，只提示用户留意内省、非惯常信息和反复推敲的倾向；不等同于退缩、失眠或方向错误。",
+      "正印": "正印作为当日天干关系标签，只提示用户更在意依据、支持、学习和安全边界；不等同于必然获得帮助。"
+    }
+  },
+  "heart": {
+    "presets": {
+      "trade": "关于我心中的这笔交易，此刻最需要看清的机会、阻碍与风险是什么？",
+      "mind": "此刻影响我交易判断的情绪、执念或盲点是什么？",
+      "unthemed": "不设具体问题，只观此刻一念。"
+    },
+    "focus": {
+      "trade": "以世爻、应爻、妻财爻及实际动变为主要检索对象，同时检查兄弟、官鬼和子孙的生克，不把任何单一六亲固定判吉凶。",
+      "mind": "以世爻和实际动爻为主，观察官鬼所示压力、子孙所示舒解及内外生克；不把心境问题强行翻译成价格方向。",
+      "unthemed": "不强选事项用神，以本卦、世爻、实际动爻和之卦作一般观照，不猜测用户没有提出的问题。",
+      "custom": "先依据用户明确写出的股票交易问题选择相关六亲；无法明确归类时退回世爻、动爻和卦变的一般解释，不擅自补全问题。"
+    },
+    "evidence_order": [
+      "用户问题与预设来源",
+      "本卦及卦宫",
+      "世应与所问相关六亲",
+      "月建日辰、旬空及冲合生克",
+      "实际动爻与变爻",
+      "之卦与整体卦义",
+      "六神辅助象义"
+    ],
+    "limits": "六神只作辅助象义；空亡、月破、日冲、合冲刑害均需结合用神、世应和动变，不得单项宣布结果。",
+    "semantics": {
+      "self_response": "世爻表示求测者当前立场与承受状态，应爻表示所问事项的外部一端或对照面。应爻不是固定的合作方、庄家或资金方；只有用户问题明确给出该角色时，才可作对应解释。",
+      "calendar": "月建与日辰用于判断爻在起卦时刻的承受、生扶和制约。旬空表示该爻所象征的条件当下可能未落实、难发挥或有名无实，但不能单凭旬空判失败，也不能用填实日期预测何时涨跌或行动。月破、日冲、六合、六冲、六害和相刑同样必须与世应、相关六亲及动变合看。",
+      "movement": "动爻说明关系正在变化；变爻说明变化后的承接方向。回头生、回头克和原变爻生克只描述力量关系，不自动对应现实中的借贷、融资、合作或某个具体人物。进神退神只说明同类地支变化的进退趋势，不直接宣布价格方向。",
+      "six_spirits": "六神只补充表达色彩，不单独定成败。青龙不必然有利，白虎不必然紧急或凶险，朱雀不必然等同口舌，玄武不必然等同欺骗，勾陈与螣蛇也不得脱离爻位、六亲和动变独断。",
+      "timing_boundary": "观心不作应期预测。可以说明某项条件在起卦时刻尚未落实或受制，但不得给出未来若干日、某干支日、出空或填实后必然发生什么。",
+      "relatives": {
+        "兄弟": "兄弟是与卦宫五行同类的关系。在股票交易问题中可作为竞争、同类力量或资源分流的候选象义，但不直接等同合作方、亏损或他人拿走资金。",
+        "子孙": "子孙是卦宫所生的关系，可作为舒缓、产出、执行后的释放或对压力的制衡候选象义，但不直接等同收益、资金提供方或确定的利好。",
+        "妻财": "妻财是卦宫所克的关系，在股票交易问题中可作为价值、收益预期、持仓利益或可支配资源的候选象义，但不直接等同现金、融资、自有资金或必得之财。",
+        "官鬼": "官鬼是克制卦宫的关系，可作为压力、风险、规则约束或担忧的候选象义，但不直接等同借贷、坏消息、疾病或必然损失。",
+        "父母": "父母是生助卦宫的关系，可作为信息、依据、计划、规则、凭据或保护条件的候选象义，但不直接等同政策、合同或某一条消息。"
+      }
+    }
+  }
+}

backend/features/heaven/http.py

@@ -3,15 +3,24 @@ from __future__ import annotations
 import json
 from http import HTTPStatus
 
+from backend.features.heaven.knowledge import HeavenKnowledgeError
+
 
 class HeavenHttpMixin:
+    def _send_heaven_client_error(self, exc: Exception) -> None:
+        payload: dict = {"error": str(exc)}
+        code = getattr(exc, "error_code", None)
+        if code:
+            payload["code"] = str(code)
+        self.send_json(payload, HTTPStatus.BAD_REQUEST)
+
     def heaven_hexagram(self) -> None:
         try:
             body = self.read_json_body()
             result = self.application_service.heaven_hexagram(body.get("lines"))
             self.send_json({"ok": True, "hexagram": result})
         except (ValueError, json.JSONDecodeError) as exc:
-            self.send_json({"error": str(exc)}, HTTPStatus.BAD_REQUEST)
+            self._send_heaven_client_error(exc)
 
     def heaven_personal(self) -> None:
         try:
@@ -19,12 +28,12 @@ class HeavenHttpMixin:
             result = self.application_service.heaven_personal(body)
             self.send_json({"ok": True, "personal": result})
         except (ValueError, json.JSONDecodeError) as exc:
-            self.send_json({"error": str(exc)}, HTTPStatus.BAD_REQUEST)
+            self._send_heaven_client_error(exc)
 
     def heaven_interpret(self) -> None:
         try:
             body = self.read_json_body()
             result = self.application_service.heaven_interpret(body)
             self.send_json({"ok": True, **result})
-        except (ValueError, json.JSONDecodeError) as exc:
-            self.send_json({"error": str(exc)}, HTTPStatus.BAD_REQUEST)
+        except (HeavenKnowledgeError, ValueError, json.JSONDecodeError) as exc:
+            self._send_heaven_client_error(exc)

backend/features/heaven/knowledge.py

@@ -2,12 +2,23 @@ from __future__ import annotations
 
 import json
 from functools import lru_cache
+from pathlib import Path
 from typing import Any
 
 from backend.bootstrap.config import APP_DIR
 
 
 KNOWLEDGE_FILE = APP_DIR / "data" / "heaven_knowledge.json"
+# Baked into the image outside the ./data bind mount so volume overlay cannot hide it.
+KNOWLEDGE_SEED_FILE = Path(__file__).resolve().parent / "assets" / "heaven_knowledge.json"
+
+
+class HeavenKnowledgeError(ValueError):
+    """Structured knowledge-file failure surfaced to HTTP as Chinese API errors."""
+
+    def __init__(self, message: str, *, code: str) -> None:
+        super().__init__(message)
+        self.error_code = code
 
 
 def prepare_heaven_context(mode: str, calculation: dict[str, Any]) -> dict[str, Any]:
@@ -379,9 +390,49 @@ def _line_record(line: dict[str, Any]) -> dict[str, Any]:
     }
 
 
+def resolve_heaven_knowledge_path() -> Path:
+    """Prefer the persisted data-dir file; fall back to the image-baked seed."""
+    if KNOWLEDGE_FILE.is_file():
+        return KNOWLEDGE_FILE
+    if KNOWLEDGE_SEED_FILE.is_file():
+        return KNOWLEDGE_SEED_FILE
+    raise HeavenKnowledgeError(
+        "问天知识文件缺失：未找到 heaven_knowledge.json。"
+        "请确认宿主机 data 目录或镜像内 seed 文件完整。",
+        code="heaven_knowledge_missing",
+    )
+
+
 @lru_cache(maxsize=1)
 def _knowledge_catalog() -> dict[str, Any]:
-    payload = json.loads(KNOWLEDGE_FILE.read_text(encoding="utf-8"))
+    path = resolve_heaven_knowledge_path()
+    try:
+        raw = path.read_text(encoding="utf-8")
+    except OSError as exc:
+        raise HeavenKnowledgeError(
+            f"问天知识文件无法读取（{path.name}）：{exc.strerror or exc}",
+            code="heaven_knowledge_missing",
+        ) from exc
+    try:
+        payload = json.loads(raw)
+    except json.JSONDecodeError as exc:
+        raise HeavenKnowledgeError(
+            f"问天知识文件 JSON 损坏（{path.name}），无法解析："
+            f"第 {exc.lineno} 行附近。",
+            code="heaven_knowledge_invalid",
+        ) from exc
+    if not isinstance(payload, dict):
+        raise HeavenKnowledgeError(
+            f"问天知识文件格式不正确（{path.name}）：根节点必须是对象。",
+            code="heaven_knowledge_invalid",
+        )
     if not payload.get("version") or not isinstance(payload.get("sources"), dict):
-        raise ValueError("问天知识库格式不完整。")
+        raise HeavenKnowledgeError(
+            f"问天知识库格式不完整（{path.name}）：缺少 version 或 sources。",
+            code="heaven_knowledge_invalid",
+        )
     return payload
+
+
+def clear_heaven_knowledge_cache() -> None:
+    _knowledge_catalog.cache_clear()

backend/features/market/backfill_history.py

@@ -0,0 +1,202 @@
+"""Auditable recent-trading-day snapshot backfill helpers.
+
+Planning and backup stay free of provider imports so feature boundary tests remain green.
+The service layer supplies open trading dates from the live calendar and executes sync.
+"""
+
+from __future__ import annotations
+
+import sqlite3
+from datetime import date, datetime, timedelta
+from pathlib import Path
+from typing import Any, Iterable
+
+
+MAX_RANGE_TRADING_DAYS = 15
+MAX_RECENT_TRADING_DAYS = 60
+DEFAULT_RECENT_TRADING_DAYS = 60
+
+# Tables touched by a successful historical dashboard sync. User / token / model
+# tables must never appear here.
+SNAPSHOT_BACKFILL_WRITE_TABLES = frozenset(
+    {
+        "dashboard_snapshots",
+        "data_snapshots",
+        "sync_runs",
+    }
+)
+
+
+def clamp_recent_lookback(lookback: int) -> int:
+    value = int(lookback)
+    if value < 1:
+        raise ValueError("回补交易日数量至少为 1。")
+    if value > MAX_RECENT_TRADING_DAYS:
+        raise ValueError(f"单次最多回补最近 {MAX_RECENT_TRADING_DAYS} 个交易日。")
+    return value
+
+
+def calendar_window_start(end_date: str, lookback: int) -> str:
+    """Natural-day lower bound large enough to cover lookback open sessions."""
+    end = datetime.strptime(end_date, "%Y%m%d").date()
+    span = max(40, int(lookback * 2) + 20)
+    return (end - timedelta(days=span)).strftime("%Y%m%d")
+
+
+def select_open_trade_dates(
+    calendar_rows: Iterable[dict[str, Any]],
+    end_date: str,
+    lookback: int,
+) -> list[str]:
+    """Pick the last ``lookback`` open SSE sessions on or before ``end_date``."""
+    lookback = clamp_recent_lookback(lookback)
+    end = normalize_compact_date(end_date)
+    open_dates = sorted(
+        {
+            normalize_compact_date(str(row.get("cal_date") or ""))
+            for row in calendar_rows
+            if int(row.get("is_open") or 0) == 1 and row.get("cal_date")
+        }
+    )
+    open_dates = [item for item in open_dates if item <= end]
+    if not open_dates:
+        raise ValueError("交易日历未返回可用交易日，请检查行情 Token。")
+    return open_dates[-lookback:]
+
+
+def select_open_trade_dates_in_range(
+    calendar_rows: Iterable[dict[str, Any]],
+    start_date: str,
+    end_date: str,
+    *,
+    maximum: int = MAX_RANGE_TRADING_DAYS,
+) -> tuple[list[str], list[str]]:
+    """Return (open_dates, skipped_non_trading_days) inside an inclusive range."""
+    start = normalize_compact_date(start_date)
+    end = normalize_compact_date(end_date)
+    if start > end:
+        raise ValueError("开始日期不能晚于结束日期。")
+    open_set = {
+        normalize_compact_date(str(row.get("cal_date") or ""))
+        for row in calendar_rows
+        if int(row.get("is_open") or 0) == 1 and row.get("cal_date")
+    }
+    open_dates: list[str] = []
+    skipped: list[str] = []
+    cursor = datetime.strptime(start, "%Y%m%d").date()
+    last = datetime.strptime(end, "%Y%m%d").date()
+    while cursor <= last:
+        compact = cursor.strftime("%Y%m%d")
+        if compact in open_set:
+            open_dates.append(compact)
+        else:
+            skipped.append(compact)
+        cursor += timedelta(days=1)
+    if len(open_dates) > maximum:
+        raise ValueError(f"单次最多回补 {maximum} 个交易日。")
+    return open_dates, skipped
+
+
+def classify_snapshot_coverage(
+    trade_dates: list[str],
+    existing_dates: Iterable[str],
+) -> dict[str, Any]:
+    present_set = {
+        normalize_compact_date(item)
+        for item in existing_dates
+        if item
+    }
+    present = [item for item in trade_dates if item in present_set]
+    missing = [item for item in trade_dates if item not in present_set]
+    return {
+        "trade_dates": list(trade_dates),
+        "present": present,
+        "missing": missing,
+        "present_count": len(present),
+        "missing_count": len(missing),
+    }
+
+
+def create_sqlite_backup(
+    source_path: Path,
+    backup_dir: Path,
+    *,
+    label: str = "pre-backfill",
+    stamped_at: datetime | None = None,
+) -> Path:
+    """Create a timestamped SQLite backup via the native backup API."""
+    source = Path(source_path)
+    if not source.exists():
+        raise FileNotFoundError(f"数据库不存在：{source}")
+    stamp = (stamped_at or datetime.now().astimezone()).strftime("%Y%m%d-%H%M%S")
+    safe_label = "".join(ch if ch.isalnum() or ch in "-_" else "-" for ch in label).strip("-") or "backup"
+    backup_dir = Path(backup_dir)
+    backup_dir.mkdir(parents=True, exist_ok=True)
+    target = backup_dir / f"review-{safe_label}-{stamp}.db"
+    source_conn = sqlite3.connect(f"file:{source}?mode=ro", uri=True)
+    try:
+        target_conn = sqlite3.connect(target)
+        try:
+            source_conn.backup(target_conn)
+            target_conn.commit()
+        finally:
+            target_conn.close()
+    finally:
+        source_conn.close()
+    return target
+
+
+def display_date(compact: str) -> str:
+    value = normalize_compact_date(compact)
+    return f"{value[:4]}-{value[4:6]}-{value[6:8]}"
+
+
+def normalize_compact_date(value: str) -> str:
+    compact = str(value or "").replace("-", "").strip()
+    if len(compact) != 8 or not compact.isdigit():
+        raise ValueError("日期格式应为 YYYY-MM-DD。")
+    datetime.strptime(compact, "%Y%m%d")
+    return compact
+
+
+def build_backfill_audit(
+    *,
+    mode: str,
+    end_date: str,
+    lookback: int | None,
+    coverage: dict[str, Any],
+    skipped_non_trading_days: list[str] | None = None,
+    backup_path: str | None = None,
+    dry_run: bool = False,
+    results: list[dict[str, Any]] | None = None,
+) -> dict[str, Any]:
+    results = list(results or [])
+    succeeded = [row for row in results if row.get("status") == "success"]
+    skipped = [row for row in results if row.get("status") == "skipped"]
+    failed = [row for row in results if row.get("status") == "failed"]
+    return {
+        "ok": not failed,
+        "mode": mode,
+        "dry_run": dry_run,
+        "end_date": display_date(end_date),
+        "lookback": lookback,
+        "backup_path": backup_path,
+        "write_tables": sorted(SNAPSHOT_BACKFILL_WRITE_TABLES),
+        "trade_dates": [display_date(item) for item in coverage.get("trade_dates") or []],
+        "present": [display_date(item) for item in coverage.get("present") or []],
+        "missing": [display_date(item) for item in coverage.get("missing") or []],
+        "skipped_non_trading_days": [
+            display_date(item) for item in (skipped_non_trading_days or [])
+        ],
+        "present_count": int(coverage.get("present_count") or 0),
+        "missing_count": int(coverage.get("missing_count") or 0),
+        "results": results,
+        "succeeded_count": len(succeeded),
+        "skipped_count": len(skipped),
+        "failed_count": len(failed),
+        "created_dates": [
+            str(row.get("trade_date") or "")
+            for row in succeeded
+            if row.get("action") == "created"
+        ],
+    }

backend/features/market/repository.py

@@ -227,6 +227,31 @@ class MarketRepositoryMixin:
             result.append(payload)
         return result
 
+    def list_snapshot_trade_dates(
+        self,
+        start_date: str = "",
+        end_date: str = "",
+    ) -> list[str]:
+        clauses: list[str] = []
+        parameters: list[Any] = []
+        if start_date:
+            clauses.append("trade_date >= ?")
+            parameters.append(start_date)
+        if end_date:
+            clauses.append("trade_date <= ?")
+            parameters.append(end_date)
+        where = f"WHERE {' AND '.join(clauses)}" if clauses else ""
+        with self.connect() as connection:
+            rows = connection.execute(
+                f"""
+                SELECT trade_date FROM dashboard_snapshots
+                {where}
+                ORDER BY trade_date
+                """,
+                parameters,
+            ).fetchall()
+        return [str(row["trade_date"]) for row in rows]
+
     def start_sync(self, trade_date: str, source: str) -> int:
         started_at = datetime.now().astimezone().isoformat(timespec="seconds")
         with self.connect() as connection:

backend/features/market/service.py

@@ -3,9 +3,11 @@ from __future__ import annotations
 import copy
 import re
 from datetime import date, datetime, time as dt_time, timedelta
+from pathlib import Path
 from typing import Any
 
 from backend.bootstrap.config import (
+    DATA_DIR,
     normalize_date,
     tushare_code,
     validate_stock_code,
@@ -13,6 +15,17 @@ from backend.bootstrap.config import (
 )
 from backend.data.providers.ifind_client import IfindError
 from backend.data.providers.tushare_client import TushareClient, TushareError
+from backend.features.market.backfill_history import (
+    DEFAULT_RECENT_TRADING_DAYS,
+    MAX_RANGE_TRADING_DAYS,
+    build_backfill_audit,
+    calendar_window_start,
+    classify_snapshot_coverage,
+    create_sqlite_backup,
+    display_date,
+    select_open_trade_dates,
+    select_open_trade_dates_in_range,
+)
 from backend.features.market.charts import ChartDataError
 from backend.features.market.insights import MarketInsightsService
 from backend.features.sentiment.engine import SENTIMENT_ENGINE_VERSION
@@ -185,6 +198,11 @@ class MarketServiceMixin:
                     raise TushareError("公共行情尚未配置")
                 dashboard = self._tushare_client().dashboard(normalized_date)
 
+                if (dashboard.get("meta") or {}).get("limit_data_source") == "derived":
+                    raise TushareError(
+                        str((dashboard.get("meta") or {}).get("notice") or "官方涨跌停数据尚未返回")
+                    )
+
                 dashboard["meta"]["source"] = source
                 dashboard["meta"]["requested_date"] = self._display_compact_date(normalized_date)
                 dashboard = self._enrich_dashboard_sentiment(dashboard, normalized_date)
@@ -890,31 +908,226 @@ class MarketServiceMixin:
             "intraday": intraday_points,
         }
 
-    def backfill(self, start_date: str, end_date: str) -> list[dict[str, Any]]:
-        start = datetime.strptime(normalize_date(start_date), "%Y%m%d").date()
-        end = datetime.strptime(normalize_date(end_date), "%Y%m%d").date()
-        if start > end:
-            raise ValueError("开始日期不能晚于结束日期。")
-        weekdays = []
-        current = start
-        while current <= end:
-            if current.weekday() < 5:
-                weekdays.append(current)
-            current += timedelta(days=1)
-        if len(weekdays) > 15:
-            raise ValueError("单次最多回补 15 个工作日。")
-        results = []
-        for day in weekdays:
-            dashboard = self.sync_dashboard(day.strftime("%Y%m%d"))
+    def backfill(
+        self,
+        start_date: str = "",
+        end_date: str = "",
+        *,
+        lookback: int | None = None,
+        dry_run: bool = False,
+        force: bool = False,
+        create_backup: bool = True,
+    ) -> dict[str, Any]:
+        """Backfill dashboard snapshots for real trading days only.
+
+        - Date-range mode keeps the admin UI contract (max 15 open sessions).
+        - Recent mode fills the last N open sessions (default/max 60).
+        Weekends and holidays are reported as skipped non-trading days, not errors.
+        """
+        if not self.configured:
+            raise ValueError("公共行情尚未配置，无法回补历史快照。")
+        normalized_end = normalize_date(end_date or date.today().isoformat())
+        if lookback is not None or not (start_date and end_date):
+            target_lookback = (
+                DEFAULT_RECENT_TRADING_DAYS if lookback is None else int(lookback)
+            )
+            return self.backfill_recent_trading_days(
+                end_date=normalized_end,
+                lookback=target_lookback,
+                dry_run=dry_run,
+                force=force,
+                create_backup=create_backup,
+            )
+        return self._backfill_date_range(
+            start_date=normalize_date(start_date),
+            end_date=normalized_end,
+            dry_run=dry_run,
+            force=force,
+            create_backup=create_backup,
+        )
+
+    def backfill_recent_trading_days(
+        self,
+        end_date: str = "",
+        lookback: int = DEFAULT_RECENT_TRADING_DAYS,
+        *,
+        dry_run: bool = False,
+        force: bool = False,
+        create_backup: bool = True,
+    ) -> dict[str, Any]:
+        normalized_end = normalize_date(end_date or date.today().isoformat())
+        trade_dates = self._load_recent_open_trade_dates(normalized_end, lookback)
+        existing = self.database.list_snapshot_trade_dates(
+            trade_dates[0], trade_dates[-1]
+        )
+        coverage = classify_snapshot_coverage(trade_dates, existing)
+        return self._execute_snapshot_backfill(
+            mode="recent",
+            end_date=normalized_end,
+            lookback=lookback,
+            coverage=coverage,
+            skipped_non_trading_days=[],
+            dry_run=dry_run,
+            force=force,
+            create_backup=create_backup,
+        )
+
+    def _backfill_date_range(
+        self,
+        start_date: str,
+        end_date: str,
+        *,
+        dry_run: bool = False,
+        force: bool = False,
+        create_backup: bool = True,
+    ) -> dict[str, Any]:
+        window_start = calendar_window_start(end_date, MAX_RANGE_TRADING_DAYS)
+        calendar_rows = self._tushare_client().query(
+            "trade_cal",
+            {
+                "exchange": "SSE",
+                "start_date": min(window_start, start_date),
+                "end_date": end_date,
+            },
+            "cal_date,is_open,pretrade_date",
+        )
+        trade_dates, skipped = select_open_trade_dates_in_range(
+            calendar_rows,
+            start_date,
+            end_date,
+            maximum=MAX_RANGE_TRADING_DAYS,
+        )
+        if not trade_dates:
+            raise ValueError("选定区间内没有交易日，周末或节假日无需回补。")
+        existing = self.database.list_snapshot_trade_dates(trade_dates[0], trade_dates[-1])
+        coverage = classify_snapshot_coverage(trade_dates, existing)
+        return self._execute_snapshot_backfill(
+            mode="range",
+            end_date=end_date,
+            lookback=None,
+            coverage=coverage,
+            skipped_non_trading_days=skipped,
+            dry_run=dry_run,
+            force=force,
+            create_backup=create_backup,
+        )
+
+    def _load_recent_open_trade_dates(self, end_date: str, lookback: int) -> list[str]:
+        start_date = calendar_window_start(end_date, lookback)
+        calendar_rows = self._tushare_client().query(
+            "trade_cal",
+            {
+                "exchange": "SSE",
+                "start_date": start_date,
+                "end_date": end_date,
+            },
+            "cal_date,is_open,pretrade_date",
+        )
+        return select_open_trade_dates(calendar_rows, end_date, lookback)
+
+    def _execute_snapshot_backfill(
+        self,
+        *,
+        mode: str,
+        end_date: str,
+        lookback: int | None,
+        coverage: dict[str, Any],
+        skipped_non_trading_days: list[str],
+        dry_run: bool,
+        force: bool,
+        create_backup: bool,
+    ) -> dict[str, Any]:
+        targets = list(coverage["trade_dates"] if force else coverage["missing"])
+        backup_path: str | None = None
+        if create_backup and not dry_run and targets:
+            backup = create_sqlite_backup(
+                Path(self.database.path),
+                DATA_DIR / "backups",
+                label=f"pre-{mode}-backfill",
+            )
+            backup_path = str(backup)
+
+        results: list[dict[str, Any]] = []
+        if dry_run:
+            for trade_date in coverage["trade_dates"]:
+                exists = trade_date in coverage["present"]
+                if exists and not force:
+                    status = "skipped"
+                    action = "exists"
+                else:
+                    status = "planned"
+                    action = "refresh" if exists else "create"
+                results.append(
+                    {
+                        "requested_date": display_date(trade_date),
+                        "trade_date": display_date(trade_date),
+                        "status": status,
+                        "action": action,
+                    }
+                )
+            return build_backfill_audit(
+                mode=mode,
+                end_date=end_date,
+                lookback=lookback,
+                coverage=coverage,
+                skipped_non_trading_days=skipped_non_trading_days,
+                backup_path=backup_path,
+                dry_run=True,
+                results=results,
+            )
+
+        present_before = set(coverage["present"])
+        for trade_date in targets:
+            existed = trade_date in present_before
+            try:
+                dashboard = self.sync_dashboard(trade_date)
+                actual = normalize_date(
+                    str(dashboard.get("meta", {}).get("trade_date") or trade_date)
+                )
+                results.append(
+                    {
+                        "requested_date": display_date(trade_date),
+                        "trade_date": display_date(actual),
+                        "status": "success",
+                        "action": "refreshed" if existed else "created",
+                        "source": dashboard.get("meta", {}).get("source"),
+                        "records": self._record_count(dashboard),
+                    }
+                )
+            except Exception as exc:
+                results.append(
+                    {
+                        "requested_date": display_date(trade_date),
+                        "trade_date": display_date(trade_date),
+                        "status": "failed",
+                        "action": "refresh" if existed else "create",
+                        "error": str(exc),
+                    }
+                )
+
+        for trade_date in coverage["present"]:
+            if force:
+                continue
             results.append(
                 {
-                    "requested_date": day.isoformat(),
-                    "trade_date": dashboard["meta"]["trade_date"],
-                    "source": dashboard["meta"]["source"],
-                    "records": self._record_count(dashboard),
+                    "requested_date": display_date(trade_date),
+                    "trade_date": display_date(trade_date),
+                    "status": "skipped",
+                    "action": "exists",
                 }
             )
-        return results
+
+        results.sort(key=lambda row: str(row.get("requested_date") or ""))
+        return build_backfill_audit(
+            mode=mode,
+            end_date=end_date,
+            lookback=lookback,
+            coverage=coverage,
+            skipped_non_trading_days=skipped_non_trading_days,
+            backup_path=backup_path,
+            dry_run=False,
+            results=results,
+        )
 
     def _stock_identity(self, code: str, trade_date: str) -> tuple[str, str]:
         snapshot = self.database.get_snapshot(trade_date) or {}
@@ -955,4 +1168,3 @@ class MarketServiceMixin:
             len(dashboard.get(key) or [])
             for key in ("limits", "broken", "down_limits", "yesterday_limits")
         )
-

backend/features/system/http.py

@@ -26,13 +26,15 @@ class SystemHttpMixin:
     def start_background_refresh(self) -> None:
         try:
             body = self.read_json_body(allow_empty=True)
-            started = self.application_service.request_background_sync(
+            refresh = self.application_service.request_background_sync(
                 str(body.get("trade_date") or date.today().isoformat())
             )
+            started = bool(refresh.get("started"))
             self.send_json(
                 {
                     "ok": True,
                     "started": started,
+                    "job_key": str(refresh.get("job_key") or ""),
                     "message": "后台刷新已开始" if started else "已有后台刷新任务正在运行",
                 },
                 HTTPStatus.ACCEPTED,

backend/features/system/routes.py

@@ -29,11 +29,17 @@ class SystemRoutesMixin:
     def backfill_data(self) -> None:
         try:
             body = self.read_json_body()
-            results = self.application_service.backfill(
+            lookback_raw = body.get("lookback")
+            lookback = int(lookback_raw) if lookback_raw not in (None, "") else None
+            audit = self.application_service.backfill(
                 str(body.get("start_date") or ""),
                 str(body.get("end_date") or ""),
+                lookback=lookback,
+                dry_run=bool(body.get("dry_run")),
+                force=bool(body.get("force")),
+                create_backup=body.get("create_backup", True) is not False,
             )
-            self.send_json({"ok": True, "results": results})
+            self.send_json({"ok": True, **audit, "results": audit.get("results") or []})
         except ValueError as exc:
             self.send_json({"error": str(exc)}, HTTPStatus.BAD_REQUEST)
         except Exception as exc:

backend/http/dispatch.py

@@ -7,6 +7,8 @@ from urllib.parse import urlparse
 PUBLIC_POST_HANDLERS = {
     "/api/auth/register": "auth_register",
     "/api/auth/login": "auth_login",
+    "/api/auth/switch": "auth_switch",
+    "/api/auth/forget": "auth_forget",
 }
 
 AUTHENTICATED_POST_HANDLERS = {

backend/http/handler.py

@@ -9,7 +9,13 @@ from http.cookies import SimpleCookie
 from typing import Any
 from urllib.parse import unquote
 
-from backend.bootstrap.config import SESSION_COOKIE, SESSION_MAX_AGE, STATIC_DIR
+from backend.bootstrap.config import (
+    DEVICE_COOKIE,
+    DEVICE_MAX_AGE,
+    SESSION_COOKIE,
+    SESSION_MAX_AGE,
+    STATIC_DIR,
+)
 from backend.features.accounts.security import token_hash
 from backend.http.context import correlation_id
 from backend.http.errors import normalize_error_payload
@@ -21,15 +27,21 @@ class HttpTransportMixin:
     application_service: Any
     route_registry: Any
 
-    def session_token(self) -> str:
+    def cookie_value(self, name: str) -> str:
         cookie = SimpleCookie()
         try:
             cookie.load(self.headers.get("Cookie", ""))
         except Exception:
             return ""
-        morsel = cookie.get(SESSION_COOKIE)
+        morsel = cookie.get(name)
         return morsel.value if morsel else ""
 
+    def session_token(self) -> str:
+        return self.cookie_value(SESSION_COOKIE)
+
+    def device_token(self) -> str:
+        return self.cookie_value(DEVICE_COOKIE)
+
     def require_auth(self, send_error: bool = True) -> bool:
         raw_token = self.session_token()
         service = self.application_service
@@ -79,15 +91,18 @@ class HttpTransportMixin:
             return self.require_member()
         return True
 
-    def session_cookie(self, value: str, clear: bool = False) -> str:
-        max_age = 0 if clear else SESSION_MAX_AGE
-        cookie = (
-            f"{SESSION_COOKIE}={value}; Path=/; HttpOnly; SameSite=Lax; Max-Age={max_age}"
-        )
+    def _cookie_header(self, name: str, value: str, max_age: int) -> str:
+        cookie = f"{name}={value}; Path=/; HttpOnly; SameSite=Lax; Max-Age={max_age}"
         if self.headers.get("X-Forwarded-Proto", "").lower() == "https":
             cookie += "; Secure"
         return cookie
 
+    def session_cookie(self, value: str, clear: bool = False) -> str:
+        return self._cookie_header(SESSION_COOKIE, value, 0 if clear else SESSION_MAX_AGE)
+
+    def device_cookie(self, value: str, clear: bool = False) -> str:
+        return self._cookie_header(DEVICE_COOKIE, value, 0 if clear else DEVICE_MAX_AGE)
+
     def read_json_body(self, allow_empty: bool = False) -> dict[str, Any]:
         length = int(self.headers.get("Content-Length", "0"))
         if length == 0 and allow_empty:
@@ -132,7 +147,7 @@ class HttpTransportMixin:
         self,
         payload: dict[str, Any],
         status: HTTPStatus = HTTPStatus.OK,
-        headers: dict[str, str] | None = None,
+        headers: dict[str, str] | list[tuple[str, str]] | tuple[tuple[str, str], ...] | None = None,
     ) -> None:
         request_id = getattr(self, "_correlation_id", "")
         if not request_id:
@@ -145,7 +160,8 @@ class HttpTransportMixin:
         self.send_header("Content-Length", str(len(content)))
         self.send_header("Cache-Control", "no-store")
         self.send_header("X-Request-ID", request_id)
-        for name, value in (headers or {}).items():
+        header_items = headers.items() if isinstance(headers, dict) else (headers or ())
+        for name, value in header_items:
             self.send_header(name, value)
         self.end_headers()
         self.wfile.write(content)

backend/jobs/service.py

@@ -7,6 +7,16 @@ from datetime import date
 from backend.bootstrap.config import normalize_date
 
 
+def _verified_dashboard_result(dashboard: dict[str, object]) -> dict[str, object]:
+    meta = dashboard.get("meta") or {}
+    if isinstance(meta, dict) and meta.get("carried_forward"):
+        return {
+            "status": "failed",
+            "error": str(meta.get("notice") or "未获取到所选日期的最新行情"),
+        }
+    return dashboard
+
+
 class JobServiceMixin:
     def start_background_jobs(self) -> threading.Thread:
         return self.jobs.start_scheduler(
@@ -20,15 +30,16 @@ class JobServiceMixin:
         workers_stopped = self.jobs.wait_for_idle(timeout_seconds)
         return scheduler_stopped and workers_stopped
 
-    def request_background_sync(self, trade_date: str) -> bool:
+    def request_background_sync(self, trade_date: str) -> dict[str, object]:
         normalized = normalize_date(trade_date)
         key = f"manual:{normalized}:{time.time_ns()}"
-        return self.jobs.submit(
+        started = self.jobs.submit(
             "market.refresh",
             key,
-            lambda: self.sync_dashboard(normalized),
+            lambda: _verified_dashboard_result(self.sync_dashboard(normalized)),
             {"trade_date": normalized, "trigger": "administrator"},
         )
+        return {"started": started, "job_key": key if started else ""}
 
     def _background_refresh_tick(self) -> None:
         if not (

config/api.config.json

@@ -128,6 +128,20 @@
       "feature": "auction",
       "access": "authenticated"
     },
+    {
+      "method": "GET",
+      "path": "/api/auth/accounts",
+      "match": "exact",
+      "feature": "auth",
+      "access": "public"
+    },
+    {
+      "method": "POST",
+      "path": "/api/auth/forget",
+      "match": "exact",
+      "feature": "auth",
+      "access": "public"
+    },
     {
       "method": "POST",
       "path": "/api/auth/login",
@@ -156,6 +170,13 @@
       "feature": "auth",
       "access": "public"
     },
+    {
+      "method": "POST",
+      "path": "/api/auth/switch",
+      "match": "exact",
+      "feature": "auth",
+      "access": "public"
+    },
     {
       "method": "POST",
       "path": "/api/backfill",

config/architecture-inventory.json

@@ -10,10 +10,10 @@
   },
   "counts": {
     "primary_pages": 16,
-    "api_exact_paths": 53,
+    "api_exact_paths": 56,
     "api_prefixes": 0,
     "api_patterns": 11,
-    "database_tables": 36,
+    "database_tables": 37,
     "frontend_page_fragments": 12
   },
   "pages": [
@@ -96,10 +96,13 @@
       "/api/assistant/chat",
       "/api/assistant/messages",
       "/api/auction",
+      "/api/auth/accounts",
+      "/api/auth/forget",
       "/api/auth/login",
       "/api/auth/logout",
       "/api/auth/me",
       "/api/auth/register",
+      "/api/auth/switch",
       "/api/backfill",
       "/api/chart/intraday",
       "/api/dashboard",
@@ -189,6 +192,7 @@
     "assistant_messages",
     "heaven_readings",
     "job_runs",
+    "account_switch_grants",
     "schema_migrations"
   ],
   "background_job_methods": [
@@ -370,11 +374,11 @@
     }
   ],
   "css_layers": [
-    "/shared/tokens.css?v=20260820-3",
+    "/shared/tokens.css?v=20260829-1",
     "/shared/base.css?v=20260806-1",
-    "/shared/shell.css?v=20260820-8",
-    "/shared/auth.css?v=20260820-5",
-    "/shared/components/controls.css?v=20260820-2",
+    "/shared/shell.css?v=20260829-hel237",
+    "/shared/auth.css?v=20260829-hel237",
+    "/shared/components/controls.css?v=20260829-hel237",
     "/shared/components/navigation.css?v=20260820-1",
     "/shared/components/cards.css?v=20260820-1",
     "/shared/components/tables.css?v=20260820-1",
@@ -390,8 +394,8 @@
     "/pages/popularity/foundation.css?v=20260820-1",
     "/pages/dragon-tiger/foundation.css?v=20260820-1",
     "/pages/screener/foundation.css?v=20260820-4",
-    "/pages/mentor/foundation.css?v=20260820-2",
-    "/pages/heaven/foundation.css?v=20260806-2",
+    "/pages/mentor/foundation.css?v=20260827-hel183",
+    "/pages/heaven/foundation.css?v=20260827-hel183",
     "/pages/review/foundation.css?v=20260820-4"
   ],
   "frontend_composition": {
@@ -436,8 +440,8 @@
   "code_hotspots": [
     {
       "path": "frontend/pages/heaven/foundation.css",
-      "bytes": 185936,
-      "lines": 11734
+      "bytes": 182616,
+      "lines": 11494
     },
     {
       "path": "frontend/pages/screener/foundation.css",
@@ -446,13 +450,13 @@
     },
     {
       "path": "frontend/pages/heaven/page.js",
-      "bytes": 97189,
-      "lines": 2069
+      "bytes": 97268,
+      "lines": 2070
     },
     {
       "path": "frontend/shared/shell.css",
-      "bytes": 63550,
-      "lines": 3757
+      "bytes": 63659,
+      "lines": 3763
     },
     {
       "path": "backend/features/heaven/engine.py",
@@ -461,8 +465,8 @@
     },
     {
       "path": "frontend/index.html",
-      "bytes": 47871,
-      "lines": 661
+      "bytes": 48248,
+      "lines": 664
     },
     {
       "path": "backend/features/screener/catalog.py",
@@ -486,8 +490,8 @@
     },
     {
       "path": "backend/data/providers/tushare_dashboard.py",
-      "bytes": 28051,
-      "lines": 644
+      "bytes": 28234,
+      "lines": 648
     },
     {
       "path": "backend/data/providers/tushare_industries.py",
@@ -501,8 +505,8 @@
     },
     {
       "path": "frontend/pages/heaven/page.html",
-      "bytes": 19747,
-      "lines": 262
+      "bytes": 19885,
+      "lines": 269
     },
     {
       "path": "frontend/pages/screener/page.html",
@@ -541,18 +545,23 @@
     },
     {
       "path": "frontend/shared/admin.js",
-      "bytes": 14145,
-      "lines": 261
+      "bytes": 14410,
+      "lines": 268
     },
     {
       "path": "backend/features/heaven/market_context.py",
       "bytes": 13681,
       "lines": 338
     },
+    {
+      "path": "frontend/shared/dashboard.js",
+      "bytes": 12894,
+      "lines": 274
+    },
     {
       "path": "frontend/shared/session.js",
-      "bytes": 13176,
-      "lines": 293
+      "bytes": 12848,
+      "lines": 283
     },
     {
       "path": "backend/features/market/insights_auction_data.py",
@@ -574,11 +583,6 @@
       "bytes": 10539,
       "lines": 244
     },
-    {
-      "path": "frontend/shared/dashboard.js",
-      "bytes": 9993,
-      "lines": 220
-    },
     {
       "path": "backend/data/providers/tushare_sectors.py",
       "bytes": 9876,
@@ -716,8 +720,8 @@
     },
     {
       "path": "backend/http/dispatch.py",
-      "bytes": 4118,
-      "lines": 115
+      "bytes": 4196,
+      "lines": 117
     },
     {
       "path": "frontend/shared/table.js",
@@ -734,16 +738,16 @@
       "bytes": 3369,
       "lines": 81
     },
+    {
+      "path": "frontend/app.js",
+      "bytes": 3337,
+      "lines": 95
+    },
     {
       "path": "frontend/pages/themes/page.html",
       "bytes": 3316,
       "lines": 55
     },
-    {
-      "path": "frontend/app.js",
-      "bytes": 3201,
-      "lines": 93
-    },
     {
       "path": "backend/features/market/insights_context.py",
       "bytes": 3175,
@@ -761,7 +765,7 @@
     },
     {
       "path": "backend/features/accounts/application.py",
-      "bytes": 2442,
+      "bytes": 2514,
       "lines": 63
     },
     {
@@ -769,6 +773,11 @@
       "bytes": 2299,
       "lines": 57
     },
+    {
+      "path": "backend/jobs/service.py",
+      "bytes": 2219,
+      "lines": 60
+    },
     {
       "path": "backend/features/screener/regime.py",
       "bytes": 2202,
@@ -800,9 +809,9 @@
       "lines": 45
     },
     {
-      "path": "backend/jobs/service.py",
-      "bytes": 1746,
-      "lines": 49
+      "path": "backend/features/system/routes.py",
+      "bytes": 1791,
+      "lines": 46
     },
     {
       "path": "backend/features/alerts/routes.py",
@@ -829,11 +838,6 @@
       "bytes": 1455,
       "lines": 48
     },
-    {
-      "path": "backend/features/system/routes.py",
-      "bytes": 1423,
-      "lines": 40
-    },
     {
       "path": "backend/features/themes/routes.py",
       "bytes": 1337,
@@ -849,6 +853,11 @@
       "bytes": 1143,
       "lines": 19
     },
+    {
+      "path": "backend/features/accounts/routes.py",
+      "bytes": 908,
+      "lines": 25
+    },
     {
       "path": "backend/features/popularity/routes.py",
       "bytes": 822,
@@ -859,11 +868,6 @@
       "bytes": 817,
       "lines": 23
     },
-    {
-      "path": "backend/features/accounts/routes.py",
-      "bytes": 803,
-      "lines": 22
-    },
     {
       "path": "backend/features/sentiment/routes.py",
       "bytes": 724,

docs/maintenance/行情历史补档.md

@@ -0,0 +1,69 @@
+# 行情历史补档（最近 60 个交易日）
+
+用于修复 `dashboard_snapshots` 断档导致情绪周期 / 主题轮动 / 智能选股只剩当天的问题。
+保留 `latest_contiguous_history` 连续性规则；通过真实交易日历回补缺失交易日快照。
+
+## 适用场景
+
+- 库中已有稀疏历史快照，但最近一个真实交易日缺失，接口 `available_days=1`。
+- 需要可重复执行、可审计、可回退的补档，而不是迁库或放宽算法。
+
+## 前置
+
+1. 使用与线上一致的代码分支。
+2. 管理员账号已配置可用的公共 Tushare Token。
+3. 只操作目标环境自己的 `data/review.db`；禁止 `.36` 与 `.11` 互拷。
+
+## 上线步骤（总工执行）
+
+在目标环境容器内执行（应用根目录；宿主机也可直接跑，脚本已自带仓库根 `sys.path` 引导）：
+
+```bash
+# 1) 只读规划：区分已有、真正缺档；不会写入
+docker compose exec xiaobai-review python tools/backfill_recent_snapshots.py --account <管理员账号> --lookback 60 --dry-run --json
+
+# 2) 正式补档：先走 SQLite backup API 写 data/backups/review-pre-recent-backfill-*.db
+#    再对缺失交易日调用现有 sync_dashboard
+docker compose exec xiaobai-review python tools/backfill_recent_snapshots.py --account <管理员账号> --lookback 60 --json
+
+# 3) 验证
+#    GET /api/sentiment/history?trade_date=YYYY-MM-DD&limit=60
+#    期望 available_days >= 20，且不再只有 1 天
+```
+
+管理端日期区间回补（`/api/backfill`）已改为只处理交易日历中的开市日，周末/节假日会进入
+`skipped_non_trading_days`，不再当成错误；单次仍限制 15 个交易日。最近 60 日请用本工具。
+
+## 写入边界
+
+只会通过现有同步路径写入：
+
+- `dashboard_snapshots`
+- 同步审计表 `sync_runs`
+- 必要时的 `data_snapshots`（仅当请求日被解析到其他交易日）
+
+不得改动用户、Token、模型绑定或系统配置表。
+
+## 回滚
+
+1. 优先按审计结果的 `created_dates` 精确删除新增行：
+
+```sql
+DELETE FROM dashboard_snapshots WHERE trade_date IN ('YYYYMMDD', ...);
+```
+
+2. 若需整库回退，停止写入后用补档前备份覆盖：
+
+```bash
+# 示例：把 data/backups/review-pre-recent-backfill-YYYYMMDD-HHMMSS.db
+# 复制回 data/review.db 后重启容器
+```
+
+3. 代码回退：对该提交执行 Git revert 后重新部署镜像。
+
+## 验收要点
+
+- dry-run 与正式执行可重复跑；已有交易日默认跳过。
+- 周末、节假日出现在 `skipped_non_trading_days`，不计入失败。
+- 部分交易日同步失败时，其他日期仍会继续，并在审计结果中标 `failed`。
+- 情绪周期、主题轮动 9 列、智能选股置信度随连续交易日恢复。

frontend/app.js

@@ -25,8 +25,10 @@ async function initialize() {
   try {
     const session = await apiRequest("/api/auth/me");
     if (!session.authenticated) {
-      if (session.registration_required) selectAuthMode("register");
-      showAuthGate();
+      const params = new URLSearchParams();
+      if (session.registration_required) params.set("mode", "register");
+      const query = params.toString();
+      window.location.replace("/login/" + (query ? `?${query}` : ""));
       return;
     }
     await applyAuthenticatedSession(session);

frontend/index.html

@@ -24,7 +24,9 @@
     (() => {
       let theme = "light";
       try {
-        theme = localStorage.getItem("xiaobaiTheme") === "dark" ? "dark" : "light";
+        const stored = localStorage.getItem("xiaobaiTheme");
+        if (stored === "dark" || stored === "light") theme = stored;
+        else if (window.matchMedia && window.matchMedia("(prefers-color-scheme: dark)").matches) theme = "dark";
       } catch (_error) {
         theme = "light";
       }
@@ -32,11 +34,11 @@
       document.documentElement.style.colorScheme = theme;
     })();
   </script>
-  <link rel="stylesheet" href="/shared/tokens.css?v=20260820-3">
+  <link rel="stylesheet" href="/shared/tokens.css?v=20260829-1">
   <link rel="stylesheet" href="/shared/base.css?v=20260806-1">
-  <link rel="stylesheet" href="/shared/shell.css?v=20260820-8">
-  <link rel="stylesheet" href="/shared/auth.css?v=20260820-5">
-  <link rel="stylesheet" href="/shared/components/controls.css?v=20260820-2">
+  <link rel="stylesheet" href="/shared/shell.css?v=20260829-hel237">
+  <link rel="stylesheet" href="/shared/auth.css?v=20260829-hel237">
+  <link rel="stylesheet" href="/shared/components/controls.css?v=20260829-hel237">
   <link rel="stylesheet" href="/shared/components/navigation.css?v=20260820-1">
   <link rel="stylesheet" href="/shared/components/cards.css?v=20260820-1">
   <link rel="stylesheet" href="/shared/components/tables.css?v=20260820-1">
@@ -52,12 +54,12 @@
   <link rel="stylesheet" href="/pages/popularity/foundation.css?v=20260820-1">
   <link rel="stylesheet" href="/pages/dragon-tiger/foundation.css?v=20260820-1">
   <link rel="stylesheet" href="/pages/screener/foundation.css?v=20260820-4">
-  <link rel="stylesheet" href="/pages/mentor/foundation.css?v=20260820-2">
-  <link rel="stylesheet" href="/pages/heaven/foundation.css?v=20260806-2">
+  <link rel="stylesheet" href="/pages/mentor/foundation.css?v=20260827-hel183">
+  <link rel="stylesheet" href="/pages/heaven/foundation.css?v=20260827-hel183">
   <link rel="stylesheet" href="/pages/review/foundation.css?v=20260820-4">
 </head>
 <body>
-  <section id="authGate" class="auth-gate" aria-label="账号登录">
+  <section id="authGate" class="auth-gate" aria-label="账号登录" hidden>
     <div class="auth-shell">
       <div class="auth-brand">
         <div class="brand-mark" aria-hidden="true"><span class="brand-glyph">复</span></div>
@@ -609,6 +611,7 @@
         <label class="form-field"><span>iFinD Refresh Token</span><input id="systemIfindTokenInput" type="password" autocomplete="off" maxlength="2048" placeholder="留空保留现有 Token"></label>
         <label class="switch-control"><input id="systemBackgroundRefresh" type="checkbox"><span>启用交易时段后台刷新</span></label>
         <p class="form-hint">所有用户读取同一份后台快照，页面不会随后台任务自动重绘。</p>
+        <div id="adminRefreshStatus" class="admin-refresh-status" data-tone="idle" role="status" aria-live="polite"><i data-lucide="circle-dot"></i><span>尚未手动刷新</span></div>
         <div class="dialog-actions admin-inline-actions"><button id="adminRefreshButton" class="button" type="button"><i data-lucide="refresh-cw"></i>立即后台刷新</button><button class="button primary" type="submit">保存行情配置</button></div>
       </form>
       <section class="settings-section">

frontend/login/index.html

@@ -0,0 +1,59 @@
+<!doctype html>
+<html lang="zh-CN">
+<head>
+  <meta charset="utf-8">
+  <meta name="viewport" content="width=device-width, initial-scale=1">
+  <meta name="color-scheme" content="light dark">
+  <title>登录 · 小白复盘</title>
+  <script>
+    (() => {
+      let theme = "light";
+      try {
+        const stored = localStorage.getItem("xiaobaiTheme");
+        if (stored === "dark" || stored === "light") theme = stored;
+        else if (window.matchMedia && window.matchMedia("(prefers-color-scheme: dark)").matches) theme = "dark";
+      } catch (_error) {
+        theme = "light";
+      }
+      document.documentElement.dataset.theme = theme;
+      document.documentElement.style.colorScheme = theme;
+    })();
+  </script>
+  <link rel="stylesheet" href="/shared/tokens.css?v=20260829-1">
+  <link rel="stylesheet" href="/shared/base.css?v=20260806-1">
+  <link rel="stylesheet" href="/shared/auth.css?v=20260829-1">
+  <link rel="stylesheet" href="/shared/components/controls.css?v=20260820-2">
+</head>
+<body class="login-portal">
+  <button id="loginThemeToggle" class="login-theme-toggle" type="button">🌙 夜间</button>
+  <aside class="login-brand" aria-hidden="true">
+    <div class="login-brand-mark"><span class="login-brand-glyph">复</span></div>
+    <p class="login-brand-kicker">收盘之后 · 复盘开始</p>
+    <h1 class="login-brand-title">小白复盘</h1>
+    <p class="login-brand-lead">看懂情绪周期，把复盘变成下一次的先手。</p>
+    <dl class="login-brand-stats">
+      <div class="login-stat">
+        <dt>市场情绪</dt>
+        <dd>72 <span class="login-stat-tag">高热</span></dd>
+      </div>
+      <div class="login-stat">
+        <dt>涨停</dt>
+        <dd>63</dd>
+      </div>
+      <div class="login-stat">
+        <dt>跌停</dt>
+        <dd>4</dd>
+      </div>
+      <div class="login-stat">
+        <dt>两市成交</dt>
+        <dd>1.02万亿</dd>
+      </div>
+    </dl>
+  </aside>
+  <main class="login-stage">
+    <section class="login-card" id="loginCard" aria-live="polite"></section>
+  </main>
+  <script src="/shared/api.js?v=20260803-2"></script>
+  <script src="/login/page.js?v=20260829-1"></script>
+</body>
+</html>

frontend/login/page.js

@@ -0,0 +1,273 @@
+(function bootLoginPortal(global) {
+  "use strict";
+
+  const THEME_KEY = "xiaobaiTheme";
+  const api = global.XiaobaiAPI;
+  const card = document.querySelector("#loginCard");
+  const themeButton = document.querySelector("#loginThemeToggle");
+  const state = {
+    view: "first",
+    mode: "login",
+    accounts: [],
+    currentUserId: null,
+    loading: false,
+    confirmingId: null,
+    error: "",
+  };
+
+  function escapeHtml(value) {
+    return String(value ?? "").replace(/[&<>"']/g, (ch) => (
+      { "&": "&amp;", "<": "&lt;", ">": "&gt;", '"': "&quot;", "'": "&#39;" }[ch]
+    ));
+  }
+
+  function preferredTheme() {
+    try {
+      const stored = global.localStorage.getItem(THEME_KEY);
+      if (stored === "dark" || stored === "light") return stored;
+    } catch (_error) {
+      // Fall through to the system preference.
+    }
+    return global.matchMedia && global.matchMedia("(prefers-color-scheme: dark)").matches
+      ? "dark"
+      : "light";
+  }
+
+  function applyTheme(theme, persist) {
+    const normalized = theme === "dark" ? "dark" : "light";
+    document.documentElement.dataset.theme = normalized;
+    document.documentElement.style.colorScheme = normalized;
+    themeButton.textContent = normalized === "dark" ? "☀ 日间" : "🌙 夜间";
+    themeButton.setAttribute("aria-label", normalized === "dark" ? "切换到日间模式" : "切换到夜间模式");
+    if (persist) {
+      try {
+        global.localStorage.setItem(THEME_KEY, normalized);
+      } catch (_error) {
+        // Theme still applies for the current page when storage is unavailable.
+      }
+    }
+  }
+
+  function setError(message) {
+    state.error = message || "";
+  }
+
+  function membershipLabel(account) {
+    if (account.role === "admin") return account.membership?.subscribed ? "管理员 · 会员" : "管理员";
+    return account.membership?.subscribed ? "会员" : "普通用户";
+  }
+
+  function enterApp() {
+    const next = new URLSearchParams(global.location.search).get("next");
+    global.location.replace(next && next.startsWith("/") ? next : "/");
+  }
+
+  function formMarkup(options) {
+    const registering = state.mode === "register";
+    const submitLabel = options.submitLabel
+      || (state.loading ? "正在登录..." : registering ? "注册并进入" : options.add ? "添加并进入" : "登录");
+    return [
+      options.back
+        ? '<button class="login-back" type="button" data-login-action="picker">返回账号列表</button>'
+        : "",
+      `<h2 class="login-card-title">${escapeHtml(options.title)}</h2>`,
+      `<p class="login-card-lead">${escapeHtml(options.lead)}</p>`,
+      '<div class="login-tabs" role="tablist">',
+      `<button class="login-tab${state.mode === "login" ? " is-active" : ""}" type="button" data-auth-mode="login">登录</button>`,
+      `<button class="login-tab${state.mode === "register" ? " is-active" : ""}" type="button" data-auth-mode="register">注册</button>`,
+      "</div>",
+      '<form class="login-form" id="loginForm">',
+      '<label class="form-field"><span>账号名</span><input id="loginUsername" type="text" minlength="3" maxlength="30" autocomplete="username" required></label>',
+      `<label class="form-field"><span>密码</span><input id="loginPassword" type="password" minlength="8" maxlength="128" autocomplete="${registering ? "new-password" : "current-password"}" required></label>`,
+      `<label class="form-field" id="loginConfirmField"${registering ? "" : " hidden"}><span>确认密码</span><input id="loginPasswordConfirm" type="password" minlength="8" maxlength="128" autocomplete="new-password"${registering ? " required" : ""}></label>`,
+      state.error ? `<p class="login-error">${escapeHtml(state.error)}</p>` : '<p class="login-error" hidden></p>',
+      `<button class="button primary login-submit" type="submit"${state.loading ? " disabled" : ""}>`,
+      state.loading ? '<span class="login-spinner" aria-hidden="true"></span>' : "",
+      `<span>${escapeHtml(submitLabel)}</span></button>`,
+      "</form>",
+      '<p class="login-hint">密码连续输错 5 次将锁定 10 分钟。还没有账号？切换到「注册」创建。</p>',
+    ].join("");
+  }
+
+  function accountRow(account) {
+    const current = Number(account.user_id) === Number(state.currentUserId);
+    const confirming = Number(state.confirmingId) === Number(account.user_id);
+    const classes = `login-account-row${current ? " is-current" : ""}${confirming ? " is-confirming" : ""}`;
+    if (state.view === "manage" && confirming) {
+      return [
+        `<div class="${classes}" data-user-id="${account.user_id}">`,
+        `<p class="login-confirm-copy">移除「${escapeHtml(account.username)}」的本机记录？</p>`,
+        '<div class="login-confirm-actions">',
+        `<button class="button danger-button" type="button" data-forget-id="${account.user_id}">移除</button>`,
+        '<button class="button" type="button" data-login-action="cancel-forget">取消</button>',
+        "</div></div>",
+      ].join("");
+    }
+    const action = state.view === "manage"
+      ? `<button class="login-account-remove" type="button" data-confirm-id="${account.user_id}">移除</button>`
+      : current
+        ? '<span class="login-account-check" aria-hidden="true">✓</span>'
+        : `<button class="login-account-enter" type="button" data-switch-id="${account.user_id}">进入</button>`;
+    return [
+      `<div class="${classes}" data-user-id="${account.user_id}">`,
+      '<div class="login-account-meta">',
+      `<strong>${escapeHtml(account.username)}</strong>`,
+      `<span>${escapeHtml(membershipLabel(account))}${current ? " · 当前" : ""}</span>`,
+      "</div>",
+      action,
+      "</div>",
+    ].join("");
+  }
+
+  function pickerMarkup() {
+    const count = state.accounts.length;
+    const managing = state.view === "manage";
+    return [
+      `<h2 class="login-card-title">${managing ? "管理账号记录" : "选择账号"}</h2>`,
+      `<p class="login-card-lead">这台电脑已记录 ${count} 个账号，可直接进入，无需再次输入密码。</p>`,
+      managing
+        ? '<button class="login-manage" type="button" data-login-action="picker">完成</button>'
+        : "",
+      `<div class="login-account-list">${state.accounts.map(accountRow).join("")}</div>`,
+      managing
+        ? ""
+        : '<button class="login-add" type="button" data-login-action="add">＋ 添加账号</button>',
+      managing
+        ? ""
+        : '<button class="login-manage" type="button" data-login-action="manage">管理已记录的账号</button>',
+      state.error ? `<p class="login-error">${escapeHtml(state.error)}</p>` : "",
+      '<p class="login-privacy"><span class="login-lock" aria-hidden="true">🔒</span>账号记录仅保存在这台电脑的浏览器中</p>',
+    ].join("");
+  }
+
+  function render() {
+    card.classList.toggle("is-loading", state.loading);
+    if (state.view === "first" || state.view === "add") {
+      card.innerHTML = formMarkup({
+        title: state.view === "add" ? "添加账号" : "欢迎回来",
+        lead: "登录后进入你的复盘空间",
+        add: state.view === "add",
+        back: state.view === "add",
+      });
+    } else {
+      card.innerHTML = pickerMarkup();
+    }
+    bindCard();
+  }
+
+  function bindCard() {
+    card.querySelectorAll("[data-auth-mode]").forEach((button) => {
+      button.addEventListener("click", () => {
+        state.mode = button.dataset.authMode === "register" ? "register" : "login";
+        setError("");
+        render();
+      });
+    });
+    card.querySelectorAll("[data-login-action]").forEach((button) => {
+      button.addEventListener("click", () => {
+        const action = button.dataset.loginAction;
+        if (action === "picker") {
+          state.view = state.accounts.length ? "picker" : "first";
+          state.confirmingId = null;
+        } else if (action === "add") {
+          state.view = "add";
+          state.mode = "login";
+        } else if (action === "manage") {
+          state.view = "manage";
+        } else if (action === "cancel-forget") {
+          state.confirmingId = null;
+        }
+        setError("");
+        render();
+      });
+    });
+    card.querySelectorAll("[data-switch-id]").forEach((button) => {
+      button.addEventListener("click", () => switchAccount(Number(button.dataset.switchId)));
+    });
+    card.querySelectorAll("[data-confirm-id]").forEach((button) => {
+      button.addEventListener("click", () => {
+        state.confirmingId = Number(button.dataset.confirmId);
+        render();
+      });
+    });
+    card.querySelectorAll("[data-forget-id]").forEach((button) => {
+      button.addEventListener("click", () => forgetAccount(Number(button.dataset.forgetId)));
+    });
+    const form = card.querySelector("#loginForm");
+    if (form) form.addEventListener("submit", submitCredentials);
+  }
+
+  async function loadAccounts() {
+    const payload = await api.request("/api/auth/accounts");
+    state.accounts = payload.accounts || [];
+    state.currentUserId = payload.current_user_id ?? null;
+    const params = new URLSearchParams(global.location.search);
+    if (params.get("mode") === "register") state.mode = "register";
+    if (params.get("notice")) setError(params.get("notice"));
+    if (state.accounts.length) state.view = "picker";
+    else state.view = "first";
+  }
+
+  async function submitCredentials(event) {
+    event.preventDefault();
+    const username = document.querySelector("#loginUsername").value.trim();
+    const password = document.querySelector("#loginPassword").value;
+    if (state.mode === "register" && password !== document.querySelector("#loginPasswordConfirm").value) {
+      setError("两次输入的密码不一致。");
+      render();
+      return;
+    }
+    state.loading = true;
+    setError("");
+    render();
+    try {
+      await api.request(`/api/auth/${state.mode}`, "POST", { username, password });
+      enterApp();
+    } catch (error) {
+      state.loading = false;
+      setError(error.message || "账号操作失败");
+      render();
+    }
+  }
+
+  async function switchAccount(userId) {
+    state.loading = true;
+    setError("");
+    render();
+    try {
+      await api.request("/api/auth/switch", "POST", { user_id: userId });
+      enterApp();
+    } catch (error) {
+      state.loading = false;
+      setError(error.message || "该账号需重新验证");
+      render();
+    }
+  }
+
+  async function forgetAccount(userId) {
+    try {
+      await api.request("/api/auth/forget", "POST", { user_id: userId });
+      state.accounts = state.accounts.filter((item) => Number(item.user_id) !== Number(userId));
+      state.confirmingId = null;
+      if (!state.accounts.length) state.view = "first";
+      setError("");
+      render();
+    } catch (error) {
+      setError(error.message || "移除失败");
+      render();
+    }
+  }
+
+  themeButton.addEventListener("click", () => {
+    applyTheme(document.documentElement.dataset.theme === "dark" ? "light" : "dark", true);
+  });
+  applyTheme(preferredTheme(), false);
+
+  loadAccounts()
+    .then(render)
+    .catch((error) => {
+      setError(error.message || "无法连接本地服务");
+      state.view = "first";
+      render();
+    });
+})(window);

frontend/m/css/features.css

@@ -3174,3 +3174,51 @@
   border-top: 1px solid var(--border);
   transform: translateY(calc(-1 * var(--m-keyboard-inset, 0px)));
 }
+
+.m-sys-lead {
+  margin: 8px 0 12px;
+  font-size: var(--font-size-label);
+  color: var(--text-secondary);
+  line-height: 1.5;
+}
+
+.m-sys-grid {
+  display: grid;
+  grid-template-columns: 1fr 1fr;
+  gap: 8px;
+  margin: 0 0 12px;
+}
+
+.m-sys-grid div {
+  padding: 12px;
+  border-radius: 8px;
+  background: var(--surface);
+  box-shadow: var(--elevation-card);
+}
+
+.m-sys-grid span {
+  display: block;
+  font-size: var(--font-size-label);
+  color: var(--text-tertiary);
+}
+
+.m-sys-grid strong {
+  display: block;
+  margin-top: 4px;
+  font-size: var(--font-size-body);
+  color: var(--text-primary);
+}
+
+.m-sys-account-actions {
+  display: grid;
+  gap: 8px;
+  margin-top: 16px;
+}
+
+.m-page[data-page^="system/"] .m-btn-primary {
+  margin-bottom: 8px;
+}
+
+.m-page[data-page^="system/"] .m-card {
+  margin-bottom: 12px;
+}

frontend/m/css/shell.css

@@ -246,6 +246,29 @@ body {
   padding-top: 8px;
 }
 
+.m-auth-accounts {
+  display: grid;
+  gap: 8px;
+  margin-bottom: 16px;
+}
+
+.m-auth-account {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  min-height: 48px;
+  padding: 0 14px;
+  border: 1px solid var(--border);
+  border-radius: 10px;
+  background: var(--surface);
+  color: var(--text-primary);
+}
+
+.m-auth-account span {
+  color: var(--action);
+  font-size: var(--font-size-label);
+}
+
 .m-auth-brand {
   text-align: center;
   margin: 24px 0 20px;
@@ -313,7 +336,8 @@ body {
   color: var(--text-secondary);
 }
 
-.m-form-field input {
+.m-form-field input,
+.m-form-field select {
   height: 44px;
   padding: 0 12px;
   border: 1px solid var(--border-strong);
@@ -323,11 +347,20 @@ body {
   font-size: 14px;
 }
 
-.m-form-field input:focus {
+.m-form-field input:focus,
+.m-form-field select:focus {
   outline: none;
   border-color: var(--action);
 }
 
+.m-form-field input[type="checkbox"] {
+  width: 22px;
+  height: 22px;
+  padding: 0;
+  border: none;
+  background: transparent;
+}
+
 .m-auth-error {
   margin: 0 0 12px;
   padding: 10px 12px;

frontend/m/index.html

@@ -15,7 +15,9 @@
       (() => {
         let theme = "light";
         try {
-          theme = localStorage.getItem("xiaobaiTheme") === "dark" ? "dark" : "light";
+          const stored = localStorage.getItem("xiaobaiTheme");
+          if (stored === "dark" || stored === "light") theme = stored;
+          else if (window.matchMedia && window.matchMedia("(prefers-color-scheme: dark)").matches) theme = "dark";
         } catch (_error) {
           theme = "light";
         }

frontend/m/js/boot.js

@@ -5,10 +5,15 @@
 
   function readTheme() {
     try {
-      return global.localStorage.getItem(THEME_KEY) === "dark" ? "dark" : "light";
+      const stored = global.localStorage.getItem(THEME_KEY);
+      if (stored === "dark" || stored === "light") return stored;
     } catch (_error) {
       return "light";
     }
+    if (global.matchMedia && global.matchMedia("(prefers-color-scheme: dark)").matches) {
+      return "dark";
+    }
+    return "light";
   }
 
   function applyTheme(theme) {

frontend/m/js/pages.js

@@ -90,6 +90,7 @@
     "calendar-check": '<path d="M8 2v4"/><path d="M16 2v4"/><rect width="18" height="18" x="3" y="4" rx="2"/><path d="M3 10h18"/><path d="m9 16 2 2 4-4"/>',
     "sticky-note": '<path d="M16 3H5a2 2 0 0 0-2 2v14a2 2 0 0 0 2 2h14a2 2 0 0 0 2-2V8Z"/><path d="M15 3v4a2 2 0 0 0 2 2h4"/>',
     bell: '<path d="M6 8a6 6 0 0 1 12 0c0 7 3 9 3 9H3s3-2 3-9"/><path d="M10.3 21a1.94 1.94 0 0 0 3.4 0"/>',
+    lock: '<rect width="18" height="11" x="3" y="11" rx="2" ry="2"/><path d="M7 11V7a5 5 0 0 1 10 0v4"/>',
   };
 
   function icon(name, size) {
@@ -186,6 +187,11 @@
       form: null,
       dirty: false,
     },
+    system: {
+      account: null,
+      admin: null,
+      adminTab: "market",
+    },
   };
 
   let sheetToken = 0;
@@ -3067,6 +3073,11 @@
     "review/daily": setupReviewPage,
     "review/notes": setupReviewPage,
     "review/alerts": setupReviewPage,
+    "system/profile": setupSystemPage,
+    "system/password": setupSystemPage,
+    "system/membership": setupSystemPage,
+    "system/admin": setupSystemPage,
+    "system/members": setupSystemPage,
   };
 
   const COMPLEX_LOADERS = {
@@ -3085,6 +3096,11 @@
     "review/daily": loadReview,
     "review/notes": loadReview,
     "review/alerts": loadReview,
+    "system/profile": loadSystem,
+    "system/password": loadSystem,
+    "system/membership": loadSystem,
+    "system/admin": loadSystem,
+    "system/members": loadSystem,
   };
 
   function isComplexPage(key) {
@@ -3450,7 +3466,7 @@
   }
 
   function showToast(message) {
-    const root = document.getElementById("m-sheet-root");
+    const root = ensureSheetRoot();
     if (!root) return;
     let toast = document.getElementById("m-toast");
     if (!toast) {
@@ -4847,6 +4863,524 @@
     return '<table class="m-table"><thead><tr>' + head + "</tr></thead><tbody>" + body + "</tbody></table>";
   }
 
+  /* ---------------------------------------------------------------- 系统管理（恢复桌面端已有能力，禁止再走占位页） */
+
+  function isSystemPage(key) {
+    return String(key || state.key || "").indexOf("system/") === 0;
+  }
+
+  function systemForbiddenHtml() {
+    return '<div class="m-state m-motion-rise-in" data-system-page="forbidden">' +
+      '<span class="m-state-icon">' + icon("lock", 26) + "</span>" +
+      "<p>仅管理员可访问</p>" +
+      "<small>系统设置和会员管理需要管理员权限。</small>" +
+      "</div>";
+  }
+
+  function systemFill(html) {
+    const scroll = document.getElementById("m-scroll");
+    if (scroll) scroll.innerHTML = html;
+  }
+
+  function membershipDateLabel(value) {
+    if (!value) return "";
+    const parsed = new Date(value);
+    if (Number.isNaN(parsed.getTime())) return String(value).slice(0, 10);
+    return new Intl.DateTimeFormat("zh-CN", { year: "numeric", month: "2-digit", day: "2-digit" }).format(parsed);
+  }
+
+  function setupSystemPage(key) {
+    state.key = key;
+    state.requestedDate = todayString();
+    state.sort = { key: "", dir: null };
+    state.sortTable = { cols: null, reapply: null };
+    state.detail = null;
+    if (key === "system/admin") state.system.adminTab = "market";
+    document.getElementById("m-view").classList.add("m-view-feature");
+    global.MobileRouter.updateHeader({ title: findLabel(key) || key, back: true, actions: "" });
+    document.getElementById("m-view").innerHTML = complexFrame(key, complexScroll(skeletonHtml(6)));
+  }
+
+  function loadSystem() {
+    const key = state.key;
+    if ((key === "system/admin" || key === "system/members") && !global.MobileSession.isAdmin()) {
+      systemFill(systemForbiddenHtml());
+      return;
+    }
+    if (key === "system/password") {
+      renderSystemPassword();
+      return;
+    }
+    const seq = nextSeq();
+    const url = (key === "system/admin" || key === "system/members") ? "/api/admin/settings" : "/api/account/status";
+    global.MobileAPI.request(url).then(function (payload) {
+      if (seq !== state.seq || state.key !== key) return;
+      if (key === "system/admin" || key === "system/members") {
+        state.system.admin = payload || {};
+        renderSystemAdmin(key);
+      } else {
+        state.system.account = payload || {};
+        if (key === "system/profile") renderSystemProfile();
+        else renderSystemMembership();
+      }
+    }).catch(function (error) {
+      if (seq !== state.seq || state.key !== key) return;
+      systemFill(errorHtml(error && error.message ? error.message : "加载失败"));
+    });
+  }
+
+  function currentUsername() {
+    const user = global.MobileSession && global.MobileSession.state ? global.MobileSession.state.user : null;
+    return user && user.username ? user.username : "当前账号";
+  }
+
+  function renderSystemProfile() {
+    const payload = state.system.account || {};
+    const birth = payload.birth_profile || {};
+    let birthDate = "";
+    let birthTime = "";
+    if (birth.birth_datetime) {
+      const parts = String(birth.birth_datetime).split("T");
+      birthDate = parts[0] || "";
+      birthTime = (parts[1] || "").slice(0, 5);
+    }
+    const gender = birth.gender || "unspecified";
+    const configured = Boolean(payload.birth_profile_configured);
+    const html =
+      '<div class="m-form-body" data-system-page="profile">' +
+      '<div class="m-card"><strong>' + escapeHtml(currentUsername()) + "</strong><p class=\"m-sys-lead\">出生信息仅对当前账号可见并加密保存。</p></div>" +
+      '<p class="m-sys-lead">原始信息加密保存且不在观气页回显；智能解读只使用排盘后的派生结果。</p>' +
+      formFieldHtml("出生日期", dateInputHtml("m-sys-birth-date", birthDate), true) +
+      formFieldHtml("出生时间", '<input id="m-sys-birth-time" type="time" value="' + escapeHtml(birthTime) + '">', true) +
+      formFieldHtml("性别", '<select id="m-sys-birth-gender">' +
+        '<option value="unspecified"' + (gender === "unspecified" ? " selected" : "") + ">不指定</option>" +
+        '<option value="male"' + (gender === "male" ? " selected" : "") + ">男</option>" +
+        '<option value="female"' + (gender === "female" ? " selected" : "") + ">女</option>" +
+        "</select>", false) +
+      '<p class="m-sys-lead">资料状态：' + (configured ? "已加密保存" : "尚未设置") + "</p>" +
+      '<button class="m-btn-primary m-btn-danger" type="button" data-system-delete-birth' + (configured ? "" : " disabled") + ">删除资料</button>" +
+      '<div class="m-card m-sys-account-actions">' +
+      '<button class="m-btn-primary" type="button" data-system-switch>切换账号</button>' +
+      '<button class="m-btn-primary m-btn-danger" type="button" data-system-logout>退出当前账号</button>' +
+      "</div></div>";
+    const page = document.querySelector(".m-page");
+    if (page) {
+      page.innerHTML = '<div class="m-scroll" id="m-scroll">' + html + "</div>" +
+        '<div class="m-form-bar"><button class="m-btn-primary" type="button" data-system-save-birth>保存资料</button></div>';
+    }
+  }
+
+  function renderSystemPassword() {
+    const html =
+      '<div class="m-form-body" data-system-page="password">' +
+      '<p class="m-sys-lead">仅修改当前账号密码，不会保存在这台设备上。</p>' +
+      formFieldHtml("当前密码", '<input id="m-sys-password-current" type="password" autocomplete="current-password">', true) +
+      formFieldHtml("新密码", '<input id="m-sys-password-new" type="password" minlength="8" maxlength="128" autocomplete="new-password">', true) +
+      formFieldHtml("确认新密码", '<input id="m-sys-password-confirm" type="password" minlength="8" maxlength="128" autocomplete="new-password">', true) +
+      "</div>";
+    const page = document.querySelector(".m-page");
+    if (page) {
+      page.innerHTML = '<div class="m-scroll" id="m-scroll">' + html + "</div>" +
+        '<div class="m-form-bar"><button class="m-btn-primary" type="button" data-system-save-password>更新密码</button></div>';
+    }
+  }
+
+  function renderSystemMembership() {
+    const payload = state.system.account || {};
+    const access = payload.llm_access || {};
+    const membership = access.membership || {};
+    const badge = membership.subscribed ? "会员有效" : membership.is_admin ? "管理员权限" : "普通用户";
+    const stateLabel = membership.subscribed ? "已开通" : membership.is_admin ? "管理员可用" : "未开通";
+    const remaining = membership.subscribed && membership.expires_at
+      ? number(membership.remaining_days) + " 天"
+      : (membership.is_admin || membership.subscribed ? "长期有效" : "--");
+    const detail = membership.subscribed
+      ? ((membership.plan || "会员") + (membership.expires_at ? " · 有效至 " + membershipDateLabel(membership.expires_at) : " · 长期有效"))
+      : membership.is_admin
+        ? "管理员拥有智能功能管理权限，但不会因此显示为已开通会员。"
+        : "开通会员后可使用智能选股、问师、问天、复盘助手等智能功能。";
+    const quota = "会员默认每日智能分析额度 " + number(access.daily_limit) + " 次，由管理员统一设置。";
+    const usage = membership.active ? ("今日已用 " + number(access.used_today) + " 次") : "今日智能分析：--";
+    const usageSummary = membership.active ? (number(access.used_today) + " / " + number(access.daily_limit)) : "--";
+    const remainingCalls = membership.is_admin ? "不限" : membership.active ? (number(access.remaining_calls) + " 次") : "--";
+    const html =
+      '<div class="m-form-body" data-system-page="membership">' +
+      '<div class="m-card"><strong>' + escapeHtml(badge) + "</strong><p class=\"m-sys-lead\">" + escapeHtml(detail) + "</p><p class=\"m-sys-lead\">" + escapeHtml(quota) + "</p></div>" +
+      '<div class="m-sys-grid">' +
+      "<div><span>开通状态</span><strong>" + escapeHtml(stateLabel) + "</strong></div>" +
+      "<div><span>剩余时长</span><strong>" + escapeHtml(remaining) + "</strong></div>" +
+      "<div><span>今日智能分析</span><strong>" + escapeHtml(usageSummary) + "</strong></div>" +
+      "<div><span>剩余智能分析</span><strong>" + escapeHtml(remainingCalls) + "</strong></div>" +
+      "</div>" +
+      '<div class="m-card"><p class="m-sys-lead">' + escapeHtml(usage) + "</p>" +
+      '<p class="m-sys-lead">行情、搜索、自选与复盘：普通用户可用。智能选股、问师、问天、复盘助手：仅会员可用。</p></div>' +
+      "</div>";
+    systemFill(html);
+  }
+
+  function adminTabHtml() {
+    const tab = state.system.adminTab === "models" ? "models" : "market";
+    return '<div class="m-source-tabs" role="tablist" aria-label="系统设置分类">' +
+      '<button class="m-source-tab' + (tab === "market" ? " active" : "") + '" type="button" role="tab" data-system-admin-tab="market">行情管理</button>' +
+      '<button class="m-source-tab' + (tab === "models" ? " active" : "") + '" type="button" role="tab" data-system-admin-tab="models">模型池</button>' +
+      "</div>";
+  }
+
+  function renderSystemAdmin(key) {
+    if (key === "system/members") {
+      renderSystemMembers();
+      return;
+    }
+    const payload = state.system.admin || {};
+    const data = payload.data || {};
+    const ifind = data.ifind || {};
+    const llm = payload.llm || {};
+    const status = "Tushare " + (data.configured ? "已配置" : "未配置") +
+      " · iFinD " + (ifind.configured ? "已配置" : "未配置") +
+      " · " + number(data.snapshot_dates) + " 个交易日";
+    const refreshLabel = data.background_refresh_enabled ? "后台刷新已启用" : "后台刷新已暂停";
+    const tab = state.system.adminTab === "models" ? "models" : "market";
+    const marketHtml =
+      '<div class="m-form-body" data-system-admin-panel="market">' +
+      '<div class="m-card"><strong>公共行情</strong><p class="m-sys-lead">' + escapeHtml(status) + "</p><p class=\"m-sys-lead\">" + escapeHtml(refreshLabel) + "</p></div>" +
+      formFieldHtml("Tushare Token", '<input id="m-sys-token" type="password" autocomplete="off" minlength="20" placeholder="留空保留现有 Token">', false) +
+      formFieldHtml("iFinD Refresh Token", '<input id="m-sys-ifind" type="password" autocomplete="off" maxlength="2048" placeholder="留空保留现有 Token">', false) +
+      formFieldHtml("交易时段后台刷新", '<input id="m-sys-bg-refresh" type="checkbox"' + (data.background_refresh_enabled ? " checked" : "") + ">", false) +
+      '<p class="m-sys-lead">所有用户读取同一份后台快照，页面不会随后台任务自动重绘。</p>' +
+      '<button class="m-btn-primary" type="button" data-system-refresh>立即后台刷新</button>' +
+      '<div class="m-card"><strong>历史数据回补</strong></div>' +
+      formFieldHtml("开始日期", dateInputHtml("m-sys-backfill-start", ""), false) +
+      formFieldHtml("结束日期", dateInputHtml("m-sys-backfill-end", ""), false) +
+      '<button class="m-btn-primary" type="button" data-system-backfill>开始回补</button>' +
+      "</div>";
+    const modelsHtml =
+      '<div class="m-form-body" data-system-admin-panel="models">' +
+      formFieldHtml("主模型", '<select id="m-sys-primary-model"></select>', false) +
+      formFieldHtml("辅助模型", '<select id="m-sys-fallback-model"></select>', false) +
+      '<div id="m-sys-model-list">' + renderModelPoolHtml(llm.models || []) + "</div>" +
+      '<button class="m-btn-primary" type="button" data-system-add-model>添加模型</button>' +
+      "</div>";
+    const page = document.querySelector(".m-page");
+    if (!page) return;
+    const bar = tab === "models"
+      ? '<div class="m-form-bar"><button class="m-btn-primary" type="button" data-system-save-models>保存模型池</button></div>'
+      : '<div class="m-form-bar"><button class="m-btn-primary" type="button" data-system-save-market>保存行情配置</button></div>';
+    page.innerHTML = adminTabHtml() + '<div class="m-scroll" id="m-scroll">' + (tab === "models" ? modelsHtml : marketHtml) + "</div>" + bar;
+    if (tab === "models") updateSystemModelRoleOptions(llm.primary_model_id || "", llm.fallback_model_id || "");
+  }
+
+  function renderModelPoolHtml(models) {
+    if (!models.length) {
+      return '<div class="m-state"><p>模型池为空，请先添加模型</p></div>';
+    }
+    return models.map(function (item, index) {
+      return '<article class="m-card" data-model-id="' + escapeHtml(item.id) + '">' +
+        "<strong>" + escapeHtml(item.name || ("模型 " + (index + 1))) + "</strong>" +
+        '<p class="m-sys-lead">' + (item.configured ? "已保存密钥" : "待配置") + "</p>" +
+        formFieldHtml("显示名称", '<input data-model-field="name" maxlength="50" value="' + escapeHtml(item.name || "") + '">', true) +
+        formFieldHtml("API Base URL", '<input data-model-field="base_url" type="url" value="' + escapeHtml(item.base_url || "https://api.openai.com/v1") + '">', true) +
+        formFieldHtml("模型标识", '<input data-model-field="model" maxlength="100" value="' + escapeHtml(item.model || "") + '">', true) +
+        formFieldHtml("API Key", '<input data-model-field="api_key" type="password" autocomplete="off" maxlength="300" placeholder="' + (item.configured ? "留空保留已保存的 Key" : "输入 API Key") + '">', !item.configured) +
+        '<button class="m-btn-primary" type="button" data-system-test-model>测试连接</button>' +
+        '<p class="m-sys-lead" data-model-test-status>未测试</p>' +
+        '<button class="m-btn-primary m-btn-danger" type="button" data-system-delete-model>删除模型</button>' +
+        "</article>";
+    }).join("");
+  }
+
+  function collectSystemModelPool() {
+    const models = (state.system.admin && state.system.admin.llm && state.system.admin.llm.models) || [];
+    const saved = new Map(models.map(function (item) { return [item.id, item]; }));
+    return Array.prototype.map.call(document.querySelectorAll("#m-sys-model-list [data-model-id]"), function (row) {
+      function fieldValue(name) {
+        const input = row.querySelector("[data-model-field='" + name + "']");
+        return String(input && input.value != null ? input.value : "").trim();
+      }
+      return {
+        id: row.dataset.modelId,
+        name: fieldValue("name"),
+        base_url: fieldValue("base_url"),
+        model: fieldValue("model"),
+        api_key: fieldValue("api_key"),
+        configured: Boolean(saved.get(row.dataset.modelId) && saved.get(row.dataset.modelId).configured),
+      };
+    });
+  }
+
+  function updateSystemModelRoleOptions(primaryId, fallbackId) {
+    const models = collectSystemModelPool();
+    const options = models.map(function (item) {
+      return '<option value="' + escapeHtml(item.id) + '">' + escapeHtml(item.name || item.model || "未命名模型") + "</option>";
+    }).join("");
+    const primary = document.getElementById("m-sys-primary-model");
+    const fallback = document.getElementById("m-sys-fallback-model");
+    if (!primary || !fallback) return;
+    primary.innerHTML = models.length ? options : '<option value="">暂无模型</option>';
+    fallback.innerHTML = '<option value="">不启用辅助模型</option>' + options;
+    const keepPrimary = models.some(function (item) { return item.id === primaryId; }) ? primaryId : (models[0] && models[0].id) || "";
+    primary.value = keepPrimary;
+    fallback.value = models.some(function (item) { return item.id === fallbackId; }) && fallbackId !== keepPrimary ? fallbackId : "";
+  }
+
+  function renderSystemMembers() {
+    const payload = state.system.admin || {};
+    const membership = payload.membership || {};
+    const users = payload.users || [];
+    const userHtml = users.map(function (user) {
+      const admin = user.role === "admin";
+      const member = Boolean(user.membership_subscribed);
+      const identity = [admin ? "管理员" : "", member ? "会员有效" : "普通用户"].filter(Boolean).join(" · ");
+      const expiry = member
+        ? (user.membership_expires_at ? "有效至 " + membershipDateLabel(user.membership_expires_at) : "永久有效")
+        : user.membership_status === "suspended"
+          ? "会员已停用"
+          : "尚未开通";
+      return '<article class="m-card" data-admin-user="' + number(user.id) + '">' +
+        "<strong>" + escapeHtml(user.username) + "</strong>" +
+        '<p class="m-sys-lead">' + escapeHtml(identity) + " · 今日调用 " + number(user.used_today) + "</p>" +
+        '<p class="m-sys-lead">' + escapeHtml(expiry) + "</p>" +
+        formFieldHtml("状态", '<select data-member-status>' +
+          '<option value="inactive"' + (user.membership_status === "inactive" ? " selected" : "") + ">未开通</option>" +
+          '<option value="active"' + (user.membership_status === "active" ? " selected" : "") + ">有效</option>" +
+          '<option value="suspended"' + (user.membership_status === "suspended" ? " selected" : "") + ">停用</option>" +
+          "</select>", false) +
+        formFieldHtml("开通 / 续期时长", '<select data-member-duration><option value="">选择时长</option>' +
+          '<option value="1_month">1个月</option><option value="3_months">3个月</option>' +
+          '<option value="12_months">12个月</option><option value="3_years">3年</option>' +
+          '<option value="permanent">永久</option></select>', false) +
+        '<button class="m-btn-primary" type="button" data-system-save-member>应用</button>' +
+        "</article>";
+    }).join("") || '<div class="m-state"><p>暂无注册用户</p></div>';
+    const html =
+      '<div class="m-form-body" data-system-page="members">' +
+      '<div class="m-card"><strong>会员调用额度</strong><p class="m-sys-lead">每日自动重置</p></div>' +
+      formFieldHtml("会员每日智能分析上限", '<input id="m-sys-member-limit" type="number" min="1" max="1000" value="' + (number(membership.member_daily_limit) || 50) + '">', false) +
+      '<button class="m-btn-primary" type="button" data-system-save-limit>保存调用额度</button>' +
+      '<div class="m-card"><strong>会员账号</strong><p class="m-sys-lead">手动开通与续期</p></div>' +
+      userHtml +
+      "</div>";
+    systemFill(html);
+  }
+
+  function saveSystemBirth() {
+    const birthDate = (document.getElementById("m-sys-birth-date") || {}).value;
+    const birthTime = (document.getElementById("m-sys-birth-time") || {}).value;
+    if (!birthDate || !birthTime) {
+      showToast("请填写完整出生日期和时间");
+      return;
+    }
+    const button = document.querySelector("[data-system-save-birth]");
+    if (button) button.disabled = true;
+    global.MobileAPI.request("/api/account/birth-profile", "POST", {
+      birth_datetime: birthDate + "T" + birthTime,
+      gender: (document.getElementById("m-sys-birth-gender") || {}).value || "unspecified",
+      trade_date: todayString(),
+    }).then(function () {
+      showToast("个人命理资料已保存到当前账号");
+      loadSystem();
+    }).catch(function (error) {
+      showToast(error && error.message ? error.message : "个人命理资料保存失败");
+    }).then(function () {
+      if (button) button.disabled = false;
+    });
+  }
+
+  function deleteSystemBirth() {
+    openConfirmSheet("删除资料", "确定删除当前账号保存的个人命理资料吗？", {
+      danger: true,
+      confirmLabel: "删除",
+      onConfirm: function () {
+        global.MobileAPI.request("/api/account/birth-profile", "DELETE").then(function () {
+          closeSheet();
+          showToast("个人命理资料已删除");
+          loadSystem();
+        }).catch(function (error) {
+          showToast(error && error.message ? error.message : "删除失败");
+        });
+      }
+    });
+  }
+
+  function saveSystemPassword() {
+    const current = (document.getElementById("m-sys-password-current") || {}).value || "";
+    const next = (document.getElementById("m-sys-password-new") || {}).value || "";
+    const confirm = (document.getElementById("m-sys-password-confirm") || {}).value || "";
+    const button = document.querySelector("[data-system-save-password]");
+    if (button) button.disabled = true;
+    global.MobileAPI.request("/api/account/password", "POST", {
+      current_password: current,
+      new_password: next,
+      confirm_password: confirm,
+    }).then(function () {
+      const formIds = ["m-sys-password-current", "m-sys-password-new", "m-sys-password-confirm"];
+      formIds.forEach(function (id) {
+        const input = document.getElementById(id);
+        if (input) input.value = "";
+      });
+      showToast("密码已更新");
+    }).catch(function (error) {
+      showToast(error && error.message ? error.message : "密码更新失败");
+    }).then(function () {
+      if (button) button.disabled = false;
+    });
+  }
+
+  function switchSystemAccount() {
+    global.location.assign("/login/");
+  }
+
+  function logoutSystemAccount() {
+    openConfirmSheet("退出当前账号", "退出后需要重新登录。本机已记录的其他账号仍可直接切换。", {
+      danger: true,
+      confirmLabel: "退出",
+      onConfirm: function () {
+        global.MobileSession.logout().then(function () {
+          closeSheet();
+          global.MobileRouter.replace("#/auth");
+        }).catch(function (error) {
+          showToast(error && error.message ? error.message : "退出失败");
+        });
+      }
+    });
+  }
+
+  function saveSystemMarket() {
+    const button = document.querySelector("[data-system-save-market]");
+    if (button) button.disabled = true;
+    global.MobileAPI.request("/api/admin/settings", "POST", {
+      tushare_token: ((document.getElementById("m-sys-token") || {}).value || "").trim(),
+      ifind_refresh_token: ((document.getElementById("m-sys-ifind") || {}).value || "").trim(),
+      background_refresh_enabled: Boolean((document.getElementById("m-sys-bg-refresh") || {}).checked),
+    }).then(function () {
+      showToast("行情配置已保存");
+      loadSystem();
+    }).catch(function (error) {
+      showToast(error && error.message ? error.message : "系统配置保存失败");
+    }).then(function () {
+      if (button) button.disabled = false;
+    });
+  }
+
+  function saveSystemModels() {
+    const button = document.querySelector("[data-system-save-models]");
+    if (button) button.disabled = true;
+    global.MobileAPI.request("/api/admin/settings", "POST", {
+      models: collectSystemModelPool(),
+      primary_model_id: (document.getElementById("m-sys-primary-model") || {}).value || "",
+      fallback_model_id: (document.getElementById("m-sys-fallback-model") || {}).value || "",
+    }).then(function () {
+      showToast("模型池已保存");
+      loadSystem();
+    }).catch(function (error) {
+      showToast(error && error.message ? error.message : "模型池保存失败");
+    }).then(function () {
+      if (button) button.disabled = false;
+    });
+  }
+
+  function addSystemModel() {
+    const models = collectSystemModelPool();
+    const id = "model-" + Date.now() + "-" + Math.floor(Math.random() * 10000);
+    models.push({ id: id, name: "模型 " + (models.length + 1), base_url: "https://api.openai.com/v1", model: "", api_key: "", configured: false });
+    const list = document.getElementById("m-sys-model-list");
+    if (list) list.innerHTML = renderModelPoolHtml(models);
+    updateSystemModelRoleOptions(id, (document.getElementById("m-sys-fallback-model") || {}).value || "");
+  }
+
+  function deleteSystemModel(row) {
+    if (!row) return;
+    const id = row.dataset.modelId;
+    const primary = (document.getElementById("m-sys-primary-model") || {}).value;
+    const fallback = (document.getElementById("m-sys-fallback-model") || {}).value;
+    if (id === primary || id === fallback) {
+      showToast("请先为主模型或辅助模型选择其他模型，再删除当前模型");
+      return;
+    }
+    const models = collectSystemModelPool().filter(function (item) { return item.id !== id; });
+    const list = document.getElementById("m-sys-model-list");
+    if (list) list.innerHTML = renderModelPoolHtml(models);
+    updateSystemModelRoleOptions(primary, fallback);
+  }
+
+  function testSystemModel(row) {
+    if (!row) return;
+    const status = row.querySelector("[data-model-test-status]");
+    const button = row.querySelector("[data-system-test-model]");
+    const profile = collectSystemModelPool().find(function (item) { return item.id === row.dataset.modelId; }) || {};
+    if (button) button.disabled = true;
+    if (status) status.textContent = "连接中";
+    global.MobileAPI.request("/api/admin/settings/test", "POST", { model_id: row.dataset.modelId, profile: profile }).then(function (payload) {
+      if (status) status.textContent = "已连通 · " + number(payload.result && payload.result.latency_ms) + " ms";
+    }).catch(function (error) {
+      if (status) status.textContent = error && error.message ? error.message : "测试失败";
+    }).then(function () {
+      if (button) button.disabled = false;
+    });
+  }
+
+  function startSystemRefresh() {
+    const button = document.querySelector("[data-system-refresh]");
+    if (button) button.disabled = true;
+    global.MobileAPI.request("/api/admin/refresh", "POST", { trade_date: todayString() }).then(function (payload) {
+      showToast((payload && payload.message) || "后台刷新已提交");
+    }).catch(function (error) {
+      showToast(error && error.message ? error.message : "后台刷新启动失败");
+    }).then(function () {
+      if (button) button.disabled = false;
+    });
+  }
+
+  function startSystemBackfill() {
+    const button = document.querySelector("[data-system-backfill]");
+    if (button) button.disabled = true;
+    global.MobileAPI.request("/api/backfill", "POST", {
+      start_date: (document.getElementById("m-sys-backfill-start") || {}).value,
+      end_date: (document.getElementById("m-sys-backfill-end") || {}).value,
+    }).then(function (payload) {
+      const count = payload && payload.results ? payload.results.length : 0;
+      showToast("历史回补完成，共处理 " + count + " 个工作日");
+      loadSystem();
+    }).catch(function (error) {
+      showToast(error && error.message ? error.message : "回补失败");
+    }).then(function () {
+      if (button) button.disabled = false;
+    });
+  }
+
+  function saveSystemMemberLimit() {
+    const button = document.querySelector("[data-system-save-limit]");
+    if (button) button.disabled = true;
+    global.MobileAPI.request("/api/admin/settings", "POST", {
+      member_daily_limit: number((document.getElementById("m-sys-member-limit") || {}).value),
+    }).then(function () {
+      showToast("会员调用额度已保存");
+      loadSystem();
+    }).catch(function (error) {
+      showToast(error && error.message ? error.message : "会员调用额度保存失败");
+    }).then(function () {
+      if (button) button.disabled = false;
+    });
+  }
+
+  function saveSystemMember(card) {
+    if (!card) return;
+    const button = card.querySelector("[data-system-save-member]");
+    if (button) button.disabled = true;
+    global.MobileAPI.request("/api/admin/membership", "POST", {
+      user_id: card.dataset.adminUser,
+      status: (card.querySelector("[data-member-status]") || {}).value,
+      duration: (card.querySelector("[data-member-duration]") || {}).value,
+    }).then(function (payload) {
+      if (state.system.admin) state.system.admin.users = payload.users || [];
+      showToast("会员状态已更新");
+      renderSystemMembers();
+    }).catch(function (error) {
+      showToast(error && error.message ? error.message : "会员状态保存失败");
+    }).then(function () {
+      if (button) button.disabled = false;
+    });
+  }
+
   /* ---------------------------------------------------------------- events */
 
   function bindEvents() {
@@ -4976,6 +5510,30 @@
         return;
       }
 
+      const systemAdminTab = event.target.closest("[data-system-admin-tab]");
+      if (systemAdminTab) {
+        state.system.adminTab = systemAdminTab.dataset.systemAdminTab === "models" ? "models" : "market";
+        renderSystemAdmin("system/admin");
+        return;
+      }
+      if (event.target.closest("[data-system-save-birth]")) { saveSystemBirth(); return; }
+      if (event.target.closest("[data-system-delete-birth]")) { deleteSystemBirth(); return; }
+      if (event.target.closest("[data-system-save-password]")) { saveSystemPassword(); return; }
+      if (event.target.closest("[data-system-switch]")) { switchSystemAccount(); return; }
+      if (event.target.closest("[data-system-logout]")) { logoutSystemAccount(); return; }
+      if (event.target.closest("[data-system-save-market]")) { saveSystemMarket(); return; }
+      if (event.target.closest("[data-system-save-models]")) { saveSystemModels(); return; }
+      if (event.target.closest("[data-system-add-model]")) { addSystemModel(); return; }
+      const deleteModel = event.target.closest("[data-system-delete-model]");
+      if (deleteModel) { deleteSystemModel(deleteModel.closest("[data-model-id]")); return; }
+      const testModel = event.target.closest("[data-system-test-model]");
+      if (testModel) { testSystemModel(testModel.closest("[data-model-id]")); return; }
+      if (event.target.closest("[data-system-refresh]")) { startSystemRefresh(); return; }
+      if (event.target.closest("[data-system-backfill]")) { startSystemBackfill(); return; }
+      if (event.target.closest("[data-system-save-limit]")) { saveSystemMemberLimit(); return; }
+      const saveMember = event.target.closest("[data-system-save-member]");
+      if (saveMember) { saveSystemMember(saveMember.closest("[data-admin-user]")); return; }
+
       // 我的复盘：新增/编辑/删除/筛选/提交等操作
       const reviewAddTrade = event.target.closest("[data-review-add-trade]");
       if (reviewAddTrade) { openForm("trade"); return; }

frontend/m/js/router.js

@@ -250,6 +250,7 @@
       '<h2>小白复盘</h2>',
       '<p>登录后进入你的复盘空间</p>',
       "</div>",
+      '<div class="m-auth-accounts" id="m-auth-accounts" hidden></div>',
       '<div class="m-auth-tabs">',
       '<button class="m-auth-tab active" type="button" data-auth-mode="login">登录</button>',
       '<button class="m-auth-tab" type="button" data-auth-mode="register">注册</button>',
@@ -265,6 +266,7 @@
     ].join("");
     authMode = "login";
     bindAuth();
+    loadMobileAccounts();
   }
 
   function setAuthMode(mode) {
@@ -287,6 +289,34 @@
     document.getElementById("m-auth-form").addEventListener("submit", submitAuth);
   }
 
+  async function loadMobileAccounts() {
+    const host = document.getElementById("m-auth-accounts");
+    if (!host || !global.MobileSession.listAccounts) return;
+    try {
+      const payload = await global.MobileSession.listAccounts();
+      const accounts = payload.accounts || [];
+      if (!accounts.length) return;
+      host.hidden = false;
+      host.innerHTML = accounts.map(function (account) {
+        return '<button class="m-auth-account" type="button" data-switch-id="' + account.user_id + '">' +
+          '<strong>' + escapeHtml(account.username) + '</strong>' +
+          '<span>直接进入</span></button>';
+      }).join("");
+      host.querySelectorAll("[data-switch-id]").forEach(function (button) {
+        button.addEventListener("click", async function () {
+          try {
+            await global.MobileSession.switchAccount(Number(button.dataset.switchId));
+            replace(DEFAULT_HASH);
+          } catch (error) {
+            showAuthError(document.getElementById("m-auth-error"), error.message || "该账号需重新验证");
+          }
+        });
+      });
+    } catch (_error) {
+      host.hidden = true;
+    }
+  }
+
   function showAuthError(element, message) {
     element.textContent = message;
     element.classList.remove("m-motion-fade-in");

frontend/m/js/session.js

@@ -47,5 +47,30 @@
     return Boolean(state.user && state.user.role === "admin");
   }
 
-  global.MobileSession = { state: state, me: me, login: login, register: register, logout: logout, isAdmin: isAdmin };
+  async function listAccounts() {
+    return global.MobileAPI.request("/api/auth/accounts");
+  }
+
+  async function switchAccount(userId) {
+    const payload = await global.MobileAPI.request("/api/auth/switch", "POST", {
+      user_id: userId
+    });
+    return applySession(payload);
+  }
+
+  async function forgetAccount(userId) {
+    await global.MobileAPI.request("/api/auth/forget", "POST", { user_id: userId });
+  }
+
+  global.MobileSession = {
+    state: state,
+    me: me,
+    login: login,
+    register: register,
+    logout: logout,
+    listAccounts: listAccounts,
+    switchAccount: switchAccount,
+    forgetAccount: forgetAccount,
+    isAdmin: isAdmin
+  };
 })(window);

frontend/pages/heaven/foundation.css

@@ -93,28 +93,6 @@ body[data-active-view="heavenView"] .workspace-view {
   display: none;
 }
 
-:where(#heavenView) .heaven-tabs {
-  display: flex;
-
-  border-bottom: 1px solid var(--line);
-}
-
-:where(#heavenView) .heaven-tab {
-  border-bottom: 3px solid transparent;
-
-  background: transparent;
-
-  cursor: pointer;
-}
-
-:where(#heavenView) .heaven-tab.active {
-  border-bottom-color: var(--coral);
-}
-
-:where(#heavenView) .heaven-tab:hover {
-  border-bottom-color: var(--coral);
-}
-
 :where(#heavenView) .heaven-panel {
   display: none;
 }
@@ -1875,60 +1853,6 @@ body[data-active-view="heavenView"] .workspace-view {
   color: var(--heaven-ink-faint);
 }
 
-#heavenView .heaven-tab {
-  font-family: var(--heaven-serif);
-
-  height: 52px;
-
-  position: relative;
-
-  padding: 0px 2px;
-
-  border: 0px;
-
-  color: var(--heaven-ink-soft);
-
-  font-size: 14px;
-
-  font-weight: 600;
-}
-
-#heavenView .heaven-tab::after {
-  content: "";
-
-  position: absolute;
-
-  right: 0px;
-
-  bottom: 0px;
-
-  left: 0px;
-
-  height: 2px;
-
-  background: var(--heaven-cinnabar);
-
-  opacity: 0;
-
-  transform: scaleX(0.3);
-
-  transition: opacity 220ms ease, transform 260ms var(--ease-out);
-}
-
-#heavenView .heaven-tab.active {
-  color: var(--heaven-ink);
-}
-
-#heavenView .heaven-tab:hover {
-  color: var(--heaven-ink);
-}
-
-#heavenView .heaven-tab.active::after {
-  opacity: 1;
-
-  transform: scaleX(1);
-}
-
 :where(#heavenView) .heaven-proverb {
   margin: 0px;
 
@@ -1960,7 +1884,7 @@ body[data-active-view="heavenView"] .workspace-view {
 }
 
 #heavenView .button:focus-visible,
-#heavenView .heaven-tab:focus-visible,
+#heavenView .segment:focus-visible,
 #heavenView summary:focus-visible {
   outline: 2px solid var(--heaven-cinnabar);
 
@@ -2623,12 +2547,6 @@ body[data-active-view="heavenView"] .workspace-view {
     padding: 0px 14px;
   }
 
-  #heavenView .heaven-tabs {
-    gap: 22px;
-
-    padding: 0px 14px;
-  }
-
   .heaven-proverb {
     padding: 8px 14px;
 
@@ -3093,7 +3011,7 @@ body[data-active-view="heavenView"] .workspace-view {
 
 #heavenView.heaven-data-loading .heaven-panel,
 #heavenView.heaven-data-loading .heaven-proverb,
-#heavenView.heaven-data-loading .heaven-tabs {
+#heavenView.heaven-data-loading .heaven-page-head {
   opacity: 0.42;
 
   pointer-events: none;
@@ -3695,7 +3613,7 @@ body[data-active-view="heavenView"] .workspace-view {
 @media (max-width: 900px) {
   #heavenView .heaven-panel > ,
 #heavenView .heaven-proverb,
-#heavenView .heaven-tabs,
+#heavenView .heaven-page-head,
 #heavenView .heaven-toolbar {
     width: min(100% - 28px, 1280px);
   }
@@ -3746,22 +3664,6 @@ body[data-active-view="heavenView"] .workspace-view {
     display: none;
   }
 
-  #heavenView .heaven-tabs {
-    display: grid;
-
-    grid-template-columns: repeat(3, minmax(0px, 1fr));
-
-    gap: 0px;
-
-    padding: 0px;
-  }
-
-  #heavenView .heaven-tab {
-    width: 100%;
-
-    min-width: 0px;
-  }
-
   #heavenFortunePanel .fortune-heading {
     display: flex;
 
@@ -3867,18 +3769,6 @@ body[data-active-view="heavenView"] .workspace-view {
 }
 
 @media (max-width: 520px) {
-  .heaven-tabs {
-    gap: 0px;
-
-    padding: 0px 8px;
-  }
-
-  .heaven-tab {
-    min-width: 0px;
-
-    flex: 1 1 0%;
-  }
-
   .heaven-controls {
     grid-template-columns: 1fr;
 
@@ -6232,26 +6122,6 @@ body[data-active-view="heavenView"] .workspace-view {
   padding: 12px 20px;
 }
 
-#heavenView .heaven-tabs {
-  align-items: stretch;
-
-  gap: 30px;
-
-  border-color: var(--heaven-rule);
-
-  background: rgba(253, 252, 248, 0.96);
-
-  width: min(100% - 40px, 1280px);
-
-  margin-right: auto;
-
-  margin-left: auto;
-
-  min-height: 54px;
-
-  padding: 0px 20px;
-}
-
 #heavenView .heaven-proverb {
   margin-right: auto;
 
@@ -6297,12 +6167,6 @@ body[data-active-view="heavenView"] .workspace-view {
     padding: 10px 14px;
   }
 
-  #heavenView .heaven-tabs {
-    min-height: 52px;
-
-    padding: 0px 14px;
-  }
-
   #heavenView .heaven-proverb {
     padding: 9px 14px;
   }
@@ -6668,18 +6532,6 @@ body[data-active-view="heavenView"] .workspace-view {
   color: var(--wt-faint);
 }
 
-:root[data-theme="light"] #heavenView .wt-tabs .wt-tab {
-  color: var(--wt-muted);
-}
-
-:root[data-theme="light"] #heavenView .wt-tabs .wt-tab small {
-  color: var(--wt-faint);
-}
-
-:root[data-theme="light"] #heavenView .wt-tabs .wt-tab.on {
-  color: var(--wt-gold-bright);
-}
-
 :root[data-theme="light"] #heavenView .wt-empty {
   color: var(--wt-muted);
 }
@@ -7128,88 +6980,6 @@ body[data-active-view="heavenView"] .workspace-view {
     letter-spacing: 4px;
   }
 
-  .wt-tabs {
-    display: flex;
-
-    justify-content: center;
-
-    gap: 34px;
-
-    margin-top: 20px;
-  }
-
-  .wt-tabs .wt-tab {
-    position: relative;
-
-    padding: 8px 4px;
-
-    border: 0px;
-
-    background: transparent;
-
-    color: rgba(216, 210, 189, 0.5);
-
-    font-size: 15px;
-
-    letter-spacing: 3px;
-
-    transition: color 0.2s;
-  }
-
-  .wt-tabs .wt-tab small {
-    display: block;
-
-    margin-top: 3px;
-
-    color: rgba(216, 210, 189, 0.3);
-
-    font-family: inherit;
-
-    font-size: 10px;
-
-    letter-spacing: 1px;
-  }
-
-  .wt-tabs .wt-tab::after {
-    content: "";
-
-    position: absolute;
-
-    bottom: -2px;
-
-    left: 50%;
-
-    width: 0px;
-
-    height: 1.5px;
-
-    background: var(--wt-gold);
-
-    transform: translateX(-50%);
-
-    transition: 0.25s;
-  }
-
-  .wt-tabs .wt-tab.on {
-    color: var(--wt-gold-bright);
-  }
-
-  .wt-tabs .wt-tab.on::after {
-    width: 100%;
-  }
-
-  .wt-tabs .wt-tab:disabled {
-    cursor: default;
-  }
-
-  .wt-tabs .wt-tab:focus {
-    outline: none;
-  }
-
-  .wt-tabs .wt-tab:focus-visible {
-    box-shadow: rgba(201, 165, 92, 0.45) 0px 2px 0px;
-  }
-
   .heaven-proverb {
     margin: 8px 0px 0px;
 
@@ -9072,16 +8842,6 @@ body[data-active-view="heavenView"] .workspace-view {
       gap: 5px;
     }
 
-    .wt-tabs {
-      gap: 16px;
-    }
-
-    .wt-tabs .wt-tab {
-      font-size: 13px;
-
-      letter-spacing: 2px;
-    }
-
     .heaven-proverb {
       text-align: center;
     }

frontend/pages/heaven/page.html

@@ -1,16 +1,23 @@
     <section id="heavenView" class="workspace-view member-feature-view heaven-shell wt">
       <div class="member-gate" hidden><div class="member-gate-icon"><i data-lucide="lock-keyhole"></i></div><div><strong>问天仅对会员开放</strong><span>开通会员后可使用观势、观气、观心及平台解读。会员状态可从顶部账号标识进入。</span></div></div>
+      <div class="section-toolbar redesigned-page-head heaven-page-head">
+        <div class="section-title-group">
+          <h2>问天</h2>
+          <span class="section-subtitle"><b id="heavenDataDate">--</b></span>
+        </div>
+        <div class="toolbar-controls">
+          <div class="segmented" role="group" aria-label="问天模块">
+            <button class="segment active on" type="button" data-heaven-panel="trend" aria-current="page">观势</button>
+            <button class="segment" type="button" data-heaven-panel="fortune">观气</button>
+            <button class="segment" type="button" data-heaven-panel="heart">观心</button>
+          </div>
+        </div>
+      </div>
       <header class="wt-head">
         <div class="wt-title-line">
           <h1 class="wt-serif">问 天</h1>
-          <span id="heavenDataDate">--</span>
         </div>
         <div class="verse wt-serif">观天之道 · 执天之行</div>
-        <nav class="wt-tabs" aria-label="问天模块">
-          <button class="wt-tab wt-serif on" type="button" data-heaven-panel="trend" aria-current="page">观势<small>三才六爻 · 量化成卦</small></button>
-          <button class="wt-tab wt-serif" type="button" data-heaven-panel="fortune">观气<small>五运六气 · 日辰生克</small></button>
-          <button class="wt-tab wt-serif" type="button" data-heaven-panel="heart">观心<small>静心占卜 · 第一念</small></button>
-        </nav>
       </header>
       <p class="heaven-proverb wt-serif">遇事不决可问春风，春风不语即随本心</p>
       <div id="heavenNotice" class="inline-notice" role="status" hidden></div>

frontend/pages/heaven/page.js

@@ -1363,7 +1363,8 @@ async function interpretHeaven(mode) {
   } catch (error) {
     stopHeavenReadingAnimation();
     state.heavenReadingLoading = false;
-    state.heavenReadingError = error.message || "问天解读失败";
+    const detail = error?.payload?.message || error?.payload?.error || error.message;
+    state.heavenReadingError = detail || "问天解读失败";
     renderHeavenReadingDialog();
     showHeavenNotice(state.heavenReadingError);
     showToast(state.heavenReadingError);

frontend/pages/mentor/foundation.css

@@ -49,7 +49,7 @@ body[data-active-view="mentorView"] .app-page-context span {
   height: 100%;
   min-height: 0;
   flex-direction: column;
-  padding: 0;
+  padding: var(--page-pad-y) 0 0;
   color: var(--qp-text-1);
   font-family: "PingFang SC", "Microsoft YaHei", system-ui, sans-serif;
 }

frontend/pages/sentiment/foundation.css

@@ -1011,9 +1011,9 @@
 
   border-radius: 6px;
 
-  background: var(--r2-ink);
+  background: var(--sentiment-tooltip-bg);
 
-  color: var(--text-inverse);
+  color: var(--sentiment-tooltip-fg);
 
   font-size: 11px;
 
@@ -1021,6 +1021,8 @@
 }
 
 .sentiment-chart-tooltip b {
+  color: inherit;
+
   font-weight: 700;
 }
 
@@ -1568,10 +1570,6 @@
   #sentimentCycleView .sentiment-component-item {
     padding: 4px 0px;
   }
-
-  #sentimentCycleView .sentiment-component-item small {
-    display: none;
-  }
 }
 
 @media (min-width: 768px) {
@@ -1764,3 +1762,72 @@
     grid-template-columns: repeat(2, minmax(0, 1fr));
   }
 }
+
+@media (min-width: 1024px) {
+  #sentimentCycleView .redesigned-emotion-grid {
+    align-items: stretch;
+
+    height: var(--sentiment-analysis-height);
+
+    max-height: var(--sentiment-analysis-height);
+
+    overflow: hidden;
+  }
+
+  .redesigned-sentiment-view .sentiment-analysis-main,
+  .redesigned-sentiment-view .sentiment-analysis-rail {
+    align-self: stretch;
+
+    height: 100%;
+
+    min-height: 0px;
+  }
+
+  .redesigned-sentiment-view .sentiment-trend-panel {
+    display: flex;
+
+    flex: 1 1 auto;
+
+    flex-direction: column;
+
+    min-height: 0px;
+  }
+
+  .redesigned-sentiment-view .sentiment-chart-shell {
+    flex: 1 1 auto;
+
+    height: auto;
+
+    min-height: 0px;
+  }
+
+  .redesigned-sentiment-view .sentiment-chart-shell canvas {
+    height: 100%;
+  }
+
+  .redesigned-sentiment-view .sentiment-cycle-summary {
+    flex: 0 0 auto;
+  }
+
+  .redesigned-sentiment-view .sentiment-components-panel {
+    display: flex;
+
+    flex: 1 1 auto;
+
+    flex-direction: column;
+
+    min-height: 0px;
+  }
+
+  .redesigned-sentiment-view .sentiment-component-list {
+    display: flex;
+
+    flex: 1 1 auto;
+
+    flex-direction: column;
+
+    justify-content: space-evenly;
+
+    min-height: 0px;
+  }
+}

frontend/pages/sentiment/page.js

@@ -1,10 +1,39 @@
 let sentimentChartAnimationFrame = null;
+let sentimentChartResizeObserver = null;
+let sentimentChartLastSize = "";
 
 window.XiaobaiPageModules.register("sentiment", ["sentimentCycleView"], {
   bind: bindSentimentEvents,
   enter: ["loadSentiment"],
 });
 
+function sentimentChartSizeKey(target) {
+  if (!target) return "";
+  const rect = target.getBoundingClientRect();
+  return `${Math.round(rect.width)}x${Math.round(rect.height)}x${window.devicePixelRatio || 1}`;
+}
+
+function observeSentimentTrendChart() {
+  const shell = document.querySelector("#sentimentCycleView .sentiment-chart-shell");
+  if (!shell) return;
+  if (!sentimentChartResizeObserver) {
+    sentimentChartResizeObserver = new ResizeObserver(() => {
+      if (sentimentChartAnimationFrame) return;
+      if (state.activeView !== "sentimentCycleView") return;
+      const rows = state.sentimentHistory?.rows;
+      if (!rows?.length) return;
+      const current = document.querySelector("#sentimentCycleView .sentiment-chart-shell");
+      const nextKey = sentimentChartSizeKey(current);
+      if (!nextKey || nextKey === sentimentChartLastSize) return;
+      drawSentimentTrendChart(rows, 1);
+    });
+  } else {
+    sentimentChartResizeObserver.disconnect();
+  }
+  sentimentChartLastSize = sentimentChartSizeKey(shell);
+  sentimentChartResizeObserver.observe(shell);
+}
+
 async function loadSentimentHistory(force = false) {
   if (!state.dashboard || state.sentimentLoading) return;
   const key = `${elements.tradeDate.value}:${state.sentimentRange}`;
@@ -126,6 +155,7 @@ function animateSentimentTrendChart(rows) {
   if (sentimentChartAnimationFrame) cancelAnimationFrame(sentimentChartAnimationFrame);
   if (!motionEnabled()) {
     drawSentimentTrendChart(rows, 1);
+    observeSentimentTrendChart();
     return;
   }
   const startedAt = performance.now();
@@ -135,7 +165,10 @@ function animateSentimentTrendChart(rows) {
     const progress = 1 - (1 - rawProgress) ** 3;
     drawSentimentTrendChart(rows, progress);
     if (rawProgress < 1) sentimentChartAnimationFrame = requestAnimationFrame(frame);
-    else sentimentChartAnimationFrame = null;
+    else {
+      sentimentChartAnimationFrame = null;
+      observeSentimentTrendChart();
+    }
   };
   sentimentChartAnimationFrame = requestAnimationFrame(frame);
 }
@@ -144,9 +177,9 @@ function drawSentimentTrendChart(rows, progress = 1) {
   const canvas = document.querySelector("#sentimentTrendChart");
   if (!canvas || !rows.length || state.activeView !== "sentimentCycleView") return;
   const rect = canvas.getBoundingClientRect();
-  if (!rect.width) return;
-  const width = Math.max(320, rect.width);
-  const height = Math.max(220, rect.height);
+  if (rect.width < 8 || rect.height < 8) return;
+  const width = rect.width;
+  const height = rect.height;
   const ratio = window.devicePixelRatio || 1;
   canvas.width = Math.round(width * ratio);
   canvas.height = Math.round(height * ratio);
@@ -258,6 +291,7 @@ function drawSentimentTrendChart(rows, progress = 1) {
     const dateText = displayCompactDate(row.trade_date).slice(5);
     context.fillText(dateText, x(index), height - padding.bottom + 10);
   });
+  sentimentChartLastSize = sentimentChartSizeKey(canvas.closest(".sentiment-chart-shell"));
 }
 
 function bindSentimentChartTooltip(rows) {

frontend/shared/admin.js

@@ -7,7 +7,14 @@ async function backfillData() {
       start_date: document.querySelector("#backfillStart").value,
       end_date: document.querySelector("#backfillEnd").value,
     });
-    showToast(`历史回补完成，共处理 ${payload.results.length} 个工作日`);
+    const failed = (payload.failed_count || 0);
+    const skipped = (payload.skipped_non_trading_days || []).length;
+    const suffix = failed
+      ? `，失败 ${failed} 个`
+      : skipped
+        ? `，跳过 ${skipped} 个非交易日`
+        : "";
+    showToast(`历史回补完成，共处理 ${payload.results.length} 个交易日${suffix}`);
     state.sentimentHistory = null;
     state.sentimentHistoryKey = "";
     if (state.activeView === "sentimentCycleView") {

frontend/shared/api.js

@@ -46,12 +46,29 @@
     }
   }
 
+  function readableRequestError(error) {
+    const message = String(error?.message || "");
+    if (
+      error instanceof TypeError
+      || /failed to fetch|networkerror|load failed|network request failed/i.test(message)
+    ) {
+      return "网络请求失败，服务暂时不可用，请稍后重试。";
+    }
+    return message || "请求失败";
+  }
+
   async function request(url, method = "GET", body = null, options = {}) {
-    const response = await fetch(url, requestOptions(method, body, options.signal));
+    let response;
+    try {
+      response = await fetch(url, requestOptions(method, body, options.signal));
+    } catch (error) {
+      throw new ApiError(readableRequestError(error), 0, null);
+    }
     const payload = await parseJson(response);
     handleUnauthorized(response, url);
     if (!response.ok || payload.error) {
-      throw new ApiError(payload.error || "请求失败", response.status, payload);
+      const message = payload.message || payload.error || "请求失败";
+      throw new ApiError(message, response.status, payload);
     }
     return payload;
   }

frontend/shared/auth.css

@@ -471,6 +471,32 @@
   line-height: 1.6;
 }
 
+.admin-refresh-status {
+  display: flex;
+  align-items: flex-start;
+  gap: 8px;
+  margin-top: 12px;
+  padding: 10px 12px;
+  border: 1px solid var(--line);
+  border-radius: 10px;
+  background: var(--surface-muted);
+  color: var(--text-muted);
+  font-size: 12px;
+  line-height: 1.55;
+}
+
+.admin-refresh-status svg {
+  flex: 0 0 auto;
+  width: 15px;
+  height: 15px;
+  margin-top: 2px;
+}
+
+.admin-refresh-status[data-tone="running"] { color: var(--primary); }
+.admin-refresh-status[data-tone="success"] { color: var(--down); }
+.admin-refresh-status[data-tone="warning"] { color: var(--warning); }
+.admin-refresh-status[data-tone="failure"] { color: var(--up); }
+
 .account-button > span {
   flex: 0 0 auto;
 
@@ -1667,3 +1693,445 @@ button.account-role-badge:focus-visible {
     display: inline-flex;
   }
 }
+
+.login-portal {
+  min-height: 100vh;
+
+  display: flex;
+
+  background: var(--canvas);
+
+  color: var(--text-primary);
+}
+
+.login-theme-toggle {
+  position: fixed;
+
+  z-index: 2;
+
+  top: 16px;
+
+  right: 20px;
+
+  min-height: 32px;
+
+  padding: 0 12px;
+
+  border: 1px solid var(--border-strong);
+
+  border-radius: var(--size-radius-md);
+
+  background: var(--surface);
+
+  color: var(--text-secondary);
+
+  font-size: var(--font-size-label);
+
+  cursor: pointer;
+}
+
+.login-brand {
+  width: clamp(420px, 34vw, 560px);
+
+  flex: 0 0 auto;
+
+  padding: 44px 48px 36px;
+
+  background: var(--login-brand-gradient);
+
+  color: #f4f7ff;
+}
+
+.login-brand-mark {
+  display: flex;
+
+  align-items: center;
+
+  justify-content: center;
+
+  width: 56px;
+
+  height: 56px;
+
+  border-radius: 16px;
+
+  background: rgba(255, 255, 255, 0.12);
+}
+
+.login-brand-glyph {
+  font-size: 24px;
+
+  font-weight: var(--font-weight-semibold);
+}
+
+.login-brand-kicker {
+  margin: 28px 0 8px;
+
+  font-size: var(--font-size-caption);
+
+  letter-spacing: 0.08em;
+
+  opacity: 0.78;
+}
+
+.login-brand-title {
+  margin: 0;
+
+  font-size: 36px;
+
+  font-weight: var(--font-weight-semibold);
+}
+
+.login-brand-lead {
+  margin: 12px 0 0;
+
+  max-width: 18em;
+
+  font-size: var(--font-size-body);
+
+  line-height: 1.7;
+
+  opacity: 0.86;
+}
+
+.login-brand-stats {
+  display: grid;
+
+  grid-template-columns: 1fr 1fr;
+
+  gap: 16px 20px;
+
+  margin: 40px 0 0;
+}
+
+.login-stat {
+  margin: 0;
+}
+
+.login-stat dt {
+  color: rgba(244, 247, 255, 0.64);
+
+  font-size: var(--font-size-caption);
+}
+
+.login-stat dd {
+  margin: 4px 0 0;
+
+  font-size: 20px;
+
+  font-weight: var(--font-weight-semibold);
+}
+
+.login-stat-tag {
+  margin-left: 6px;
+
+  font-size: var(--font-size-caption);
+
+  font-weight: var(--font-weight-regular);
+}
+
+.login-stage {
+  flex: 1 1 auto;
+
+  display: grid;
+
+  place-items: center;
+
+  padding: 48px 24px;
+}
+
+.login-card {
+  width: 400px;
+
+  max-width: calc(100vw - 48px);
+
+  padding: 32px;
+
+  border: 1px solid var(--border-strong);
+
+  border-radius: var(--size-radius-dialog);
+
+  background: var(--surface);
+
+  box-shadow: var(--shadow-raised);
+}
+
+.login-card.is-loading .login-form {
+  pointer-events: none;
+
+  opacity: 0.72;
+}
+
+.login-card-title {
+  margin: 0;
+
+  font-size: 22px;
+
+  font-weight: var(--font-weight-semibold);
+}
+
+.login-card-lead {
+  margin: 8px 0 0;
+
+  color: var(--text-secondary);
+
+  font-size: var(--font-size-label);
+
+  line-height: 1.6;
+}
+
+.login-tabs {
+  display: grid;
+
+  grid-template-columns: 1fr 1fr;
+
+  margin-top: 24px;
+
+  border-bottom: 1px solid var(--line);
+}
+
+.login-tab {
+  min-height: 40px;
+
+  border: 0;
+
+  border-bottom: 2px solid transparent;
+
+  background: transparent;
+
+  color: var(--text-secondary);
+
+  cursor: pointer;
+}
+
+.login-tab.is-active {
+  border-bottom-color: var(--action);
+
+  color: var(--action);
+
+  font-weight: var(--font-weight-medium);
+}
+
+.login-form {
+  display: grid;
+
+  gap: 14px;
+
+  margin-top: 20px;
+}
+
+.login-portal .form-field input {
+  height: 38px;
+}
+
+.login-submit {
+  width: 100%;
+
+  height: 40px;
+
+  min-height: 40px;
+}
+
+.login-spinner {
+  width: 14px;
+
+  height: 14px;
+
+  border: 2px solid currentColor;
+
+  border-right-color: transparent;
+
+  border-radius: 50%;
+
+  animation: login-spin 0.7s linear infinite;
+}
+
+@keyframes login-spin {
+  to {
+    transform: rotate(360deg);
+  }
+}
+
+.login-error {
+  margin: 0;
+
+  color: var(--danger);
+
+  font-size: var(--font-size-caption);
+}
+
+.login-error[hidden] {
+  display: none;
+}
+
+.login-hint,
+.login-privacy {
+  margin: 16px 0 0;
+
+  color: var(--text-tertiary);
+
+  font-size: var(--font-size-caption);
+
+  line-height: 1.6;
+}
+
+.login-portal .login-privacy {
+  display: flex;
+
+  align-items: center;
+
+  gap: 6px;
+}
+
+.login-lock {
+  font-size: 12px;
+}
+
+.login-back,
+.login-add,
+.login-manage,
+.login-account-enter,
+.login-account-remove {
+  border: 0;
+
+  background: transparent;
+
+  color: var(--action);
+
+  cursor: pointer;
+}
+
+.login-portal .login-back {
+  margin-bottom: 12px;
+
+  padding: 0;
+
+  font-size: var(--font-size-label);
+}
+
+.login-portal .login-add {
+  display: block;
+
+  width: 100%;
+
+  min-height: 40px;
+
+  margin-top: 8px;
+
+  text-align: left;
+}
+
+.login-portal .login-manage {
+  display: block;
+
+  width: 100%;
+
+  min-height: 40px;
+
+  margin-top: 8px;
+
+  text-align: left;
+
+  color: var(--text-secondary);
+}
+
+.login-account-list {
+  display: grid;
+
+  gap: 8px;
+
+  margin-top: 20px;
+}
+
+.login-account-row {
+  display: flex;
+
+  align-items: center;
+
+  justify-content: space-between;
+
+  min-height: 58px;
+
+  padding: 0 14px;
+
+  border: 1px solid var(--border);
+
+  border-radius: var(--size-radius-md);
+
+  background: var(--surface);
+}
+
+.login-account-row.is-current {
+  border-color: var(--action);
+}
+
+.login-account-row.is-confirming {
+  display: grid;
+
+  gap: 10px;
+
+  padding: 12px 14px;
+}
+
+.login-account-meta {
+  display: grid;
+
+  gap: 2px;
+}
+
+.login-account-meta strong {
+  font-weight: var(--font-weight-medium);
+}
+
+.login-account-meta span {
+  color: var(--text-tertiary);
+
+  font-size: var(--font-size-caption);
+}
+
+.login-account-check {
+  color: var(--action);
+
+  font-size: 16px;
+}
+
+.login-confirm-copy {
+  margin: 0;
+
+  font-size: var(--font-size-label);
+}
+
+.login-confirm-actions {
+  display: flex;
+
+  gap: 8px;
+}
+
+@media (max-width: 900px) {
+  .login-portal {
+    flex-direction: column;
+  }
+
+  .login-brand {
+    width: 100%;
+
+    padding: 20px 20px 16px;
+  }
+
+  .login-brand-lead,
+  .login-brand-stats {
+    display: none;
+  }
+
+  .login-brand-title {
+    font-size: 22px;
+  }
+
+  .login-brand-kicker {
+    margin-top: 12px;
+  }
+
+  .login-stage {
+    padding: 28px 16px 40px;
+  }
+}

frontend/shared/components/controls.css

@@ -660,7 +660,9 @@ body.sidebar-collapsed .sidebar-collapse-button .lucide {
 
   text-align: left;
 
-  min-height: 38px;
+  height: var(--size-statusbar);
+
+  min-height: var(--size-statusbar);
 
   display: flex;
 
@@ -670,7 +672,7 @@ body.sidebar-collapsed .sidebar-collapse-button .lucide {
 
   margin: auto -8px -8px;
 
-  padding: 10px 16px;
+  padding: 0 16px;
 
   border-right: 0px;
 
@@ -691,6 +693,12 @@ body.sidebar-collapsed .sidebar-collapse-button .lucide {
   font-size: 12px;
 }
 
+.sidebar-collapse-button .lucide {
+  width: 14px;
+
+  height: 14px;
+}
+
 body.sidebar-collapsed .sidebar-collapse-button span {
   display: none;
 }

frontend/shared/dashboard.js

@@ -40,17 +40,71 @@ async function loadDashboard(force = false, background = false, showOverlay = tr
 async function startAdminRefresh() {
   const buttons = [document.querySelector("#syncButton"), document.querySelector("#adminRefreshButton")].filter(Boolean);
   buttons.forEach((button) => { button.disabled = true; });
+  const requestedDate = elements.tradeDate.value;
+  setAdminRefreshStatus("running", `正在刷新 ${requestedDate} 的行情，请稍候…`, "loader-circle");
   try {
-    const payload = await apiRequest("/api/admin/refresh", "POST", { trade_date: elements.tradeDate.value });
-    showToast(payload.message || "后台刷新已提交");
-    setStatus("后台刷新运行中，当前页面保持不变");
+    const payload = await apiRequest("/api/admin/refresh", "POST", { trade_date: requestedDate });
+    if (!payload.started || !payload.job_key) {
+      setAdminRefreshStatus("warning", "已有刷新任务正在运行，请稍后再试。", "clock-3");
+      showToast(payload.message || "已有后台刷新任务正在运行");
+      return;
+    }
+    setStatus(`正在刷新 ${requestedDate} 的行情`);
+    const job = await waitForAdminRefresh(payload.job_key);
+    if (job.status === "failed") {
+      const reason = job.message || job.error_code || "数据源未返回结果";
+      setAdminRefreshStatus("failure", `刷新失败：${reason}`, "circle-x");
+      setStatus("后台刷新失败");
+      showToast("后台刷新失败");
+      return;
+    }
+    const query = new URLSearchParams({ trade_date: requestedDate });
+    const dashboard = await apiRequest(`/api/dashboard?${query}`);
+    applyDashboard(dashboard);
+    const meta = dashboard.meta || {};
+    const actualDate = String(meta.trade_date || "").slice(0, 10);
+    const requestedCompact = requestedDate.replaceAll("-", "");
+    const actualCompact = actualDate.replaceAll("-", "");
+    const updated = formatTimestamp(meta.updated_at);
+    if (actualCompact !== requestedCompact || meta.carried_forward) {
+      const reason = meta.notice ? `；${meta.notice}` : "";
+      setAdminRefreshStatus("warning", `刷新已完成，但没有获取到 ${requestedDate} 的最新行情；当前仍是 ${actualDate || "未知日期"}${reason}`, "triangle-alert");
+      showToast("刷新完成，但未获取到所选日期的最新行情");
+    } else if (meta.notice) {
+      setAdminRefreshStatus("warning", `已刷新到 ${actualDate}（${updated}），但数据源提示：${meta.notice}`, "triangle-alert");
+      showToast(`已刷新到 ${actualDate}，请留意数据源提示`);
+    } else {
+      setAdminRefreshStatus("success", `刷新成功：已获取 ${actualDate} 的最新行情，更新时间 ${updated}`, "circle-check");
+      showToast(`刷新成功：已获取 ${actualDate} 的最新行情`);
+    }
   } catch (error) {
-    showToast(error.message || "后台刷新启动失败");
+    const message = error.message || "后台刷新失败";
+    setAdminRefreshStatus("failure", `刷新失败：${message}`, "circle-x");
+    setStatus("后台刷新失败");
+    showToast(message);
   } finally {
     buttons.forEach((button) => { button.disabled = false; });
   }
 }
 
+function setAdminRefreshStatus(tone, message, icon = "circle-dot") {
+  const status = document.querySelector("#adminRefreshStatus");
+  if (!status) return;
+  status.dataset.tone = tone;
+  status.innerHTML = `<i data-lucide="${icon}"></i><span>${escapeHtml(message)}</span>`;
+  refreshIcons();
+}
+
+async function waitForAdminRefresh(jobKey) {
+  for (let attempt = 0; attempt < 120; attempt += 1) {
+    const payload = await apiRequest("/api/admin/settings");
+    const job = (payload.data?.jobs || []).find((item) => item.idempotency_key === jobKey);
+    if (job && ["success", "failed"].includes(job.status)) return job;
+    await new Promise((resolve) => setTimeout(resolve, 1000));
+  }
+  throw new Error("刷新等待超时，请稍后重试");
+}
+
 function applyDashboard(payload, background = false) {
   state.dashboard = payload;
   const selectedDate = payload.meta.requested_date || payload.meta.trade_date;

frontend/shared/session.js

@@ -53,12 +53,10 @@ async function applyAuthenticatedSession(session) {
 function showAuthGate(message = "") {
   state.user = null;
   state.csrfToken = "";
-  const gate = document.querySelector("#authGate");
-  gate.hidden = false;
-  const errorElement = document.querySelector("#authError");
-  errorElement.textContent = message;
-  errorElement.hidden = !message;
-  document.querySelector("#authUsername").focus();
+  const params = new URLSearchParams();
+  if (message) params.set("notice", message);
+  const query = params.toString();
+  window.location.replace("/login/" + (query ? `?${query}` : ""));
 }
 
 async function logoutAccount() {
@@ -197,16 +195,8 @@ async function changeAccountPassword(event) {
 }
 
 async function switchAccount() {
-  const button = document.querySelector("#switchAccountMenuButton");
-  button.disabled = true;
   toggleAccountDropdown(false);
-  try {
-    await apiRequest("/api/auth/logout", "POST", {});
-    window.location.reload();
-  } catch (error) {
-    showToast(error.message || "切换账号失败");
-    button.disabled = false;
-  }
+  window.location.assign("/login/");
 }
 
 

frontend/shared/shell.css

@@ -1294,7 +1294,9 @@ body.sidebar-collapsed {
 }
 
 .sidebar-brand {
-  min-height: 55px;
+  height: var(--size-topbar);
+
+  min-height: var(--size-topbar);
 
   display: flex;
 
@@ -1304,7 +1306,7 @@ body.sidebar-collapsed {
 
   margin: 0px -8px 7px;
 
-  padding: 0px 16px;
+  padding: 0 16px;
 
   border-bottom: 1px solid var(--r2-line-soft);
 
@@ -2146,13 +2148,17 @@ body.sidebar-collapsed .status-bar {
 }
 
 .module-nav .sidebar-brand {
+  height: var(--size-topbar);
+
+  min-height: var(--size-topbar);
+
   display: flex;
 
   align-items: center;
 
   gap: 8px;
 
-  padding: 14px 16px;
+  padding: 0 16px;
 
   border-bottom: 1px solid var(--line-soft);
 }
@@ -3494,7 +3500,7 @@ body.sidebar-collapsed .status-bar {
   flex: 0 0 auto;
   align-items: center;
   gap: var(--header-action-gap);
-  margin-left: 0;
+  margin-left: auto;
   overflow: visible;
 }
 

frontend/shared/tokens.css

@@ -146,6 +146,7 @@
   --shadow-float: var(--elevation-float);
   --duration-fast: 150ms;
   --duration-normal: 220ms;
+  --login-brand-gradient: linear-gradient(165deg, #0c1e4a, #16307c, #2153cc);
 
   --font-size-aux: 11.5px;
   --font-size-caption: 12.5px;
@@ -210,6 +211,9 @@
   --pool-table-max-height: calc(var(--content-height) - var(--topbar-height) - var(--page-pad-y) - var(--page-pad-y) - var(--card-gap));
   --sentiment-history-max-height: 510px;
   --sentiment-history-min-height: 220px;
+  --sentiment-analysis-height: 600px;
+  --sentiment-tooltip-bg: var(--text-primary);
+  --sentiment-tooltip-fg: var(--text-inverse);
   --primary-share: 1.45fr;
   --secondary-share: .75fr;
   --mobile-nav-height: 64px;
@@ -505,10 +509,13 @@
   --chart-repair: #e2ad58;
   --chart-ma-10: #d39a45;
   --chart-ma-20: #9aa5af;
+  --sentiment-tooltip-bg: #26293e;
+  --sentiment-tooltip-fg: #e8eaed;
   --on-action: #101418;
   --warning-line: #6d5a38;
   --warning-line-strong: #66502d;
   --control-shadow: 0 1px 3px rgba(0, 0, 0, .3);
+  --login-brand-gradient: linear-gradient(165deg, #080c18, #0e1730, #14224a);
   --dialog-backdrop: var(--backdrop);
   --ladder-level-1: #2d2426;
   --ladder-level-2: #2b2822;

tests/e2e/app-shell.spec.js

@@ -47,6 +47,72 @@ function session(role = "admin", subscribed = true) {
   };
 }
 
+function sentimentHistoryPayload(days = 20) {
+  const phases = ["冰点", "修复", "发酵", "高潮", "分化", "退潮"];
+  const rows = Array.from({ length: days }, (_, index) => {
+    const score = 28 + ((index * 7) % 55);
+    return {
+      trade_date: `2026-08-${String(index + 1).padStart(2, "0")}`,
+      score,
+      label: "情绪观察",
+      phase: phases[index % phases.length],
+      direction: index % 2 ? "升温" : "降温",
+      day_change: index % 2 ? 3.2 : -2.1,
+      seal_rate: 71.5,
+      limit_up_count: 40 + index,
+      first_board_count: 18,
+      second_board_count: 8,
+      three_plus_count: 4,
+      max_height: 5,
+      broken_count: 12,
+      limit_down_count: 3,
+      previous_limit_count: 38,
+      previous_positive_count: 22,
+      previous_positive_rate: 57.9,
+      average_previous_change: 1.2,
+      normalization: "固定锚点",
+      components: {
+        breadth: { label: "市场宽度", score: 55.8, weight: 20, summary: "红盘家数回升" },
+        limit: { label: "涨停连板", score: 79.6, weight: 25, summary: "连板生态改善" },
+        profit: { label: "赚钱效应", score: 67.0, weight: 30, summary: "昨日反馈尚可" },
+        ladder: { label: "涨幅结构", score: 81.5, weight: 15, summary: "高度仍在扩张" },
+        amount: { label: "成交活跃度", score: 46.1, weight: 10, summary: "量能略低于均值" },
+      },
+    };
+  });
+  return { available_days: days, rows };
+}
+
+async function renderSentimentFixture(page, days = 20) {
+  await page.evaluate((payload) => {
+    state.sentimentHistory = payload;
+    renderSentimentHistory();
+  }, sentimentHistoryPayload(days));
+  await page.locator('[data-view="sentimentCycleView"]').first().click();
+  await page.waitForTimeout(900);
+}
+
+function readSentimentLayout() {
+  const analysis = document.querySelector(".redesigned-emotion-grid").getBoundingClientRect();
+  const trend = document.querySelector(".sentiment-trend-panel").getBoundingClientRect();
+  const summary = document.querySelector(".sentiment-cycle-summary").getBoundingClientRect();
+  const components = document.querySelector(".sentiment-components-panel").getBoundingClientRect();
+  const chart = document.querySelector(".sentiment-chart-shell").getBoundingClientRect();
+  const detail = document.querySelector(".sentiment-detail-toolbar").getBoundingClientRect();
+  const table = document.querySelector(".sentiment-history-frame").getBoundingClientRect();
+  const small = document.querySelector(".sentiment-component-item small");
+  return {
+    topDelta: Math.abs(trend.top - summary.top),
+    bottomDelta: Math.abs(trend.bottom - components.bottom),
+    analysisHeight: analysis.height,
+    chartHeight: chart.height,
+    detailAfterAnalysis: detail.top > Math.max(trend.bottom, components.bottom) - 0.5,
+    tableVisible: table.top < window.innerHeight && table.bottom > detail.bottom,
+    smallVisible: small ? getComputedStyle(small).display !== "none" : false,
+    overflowX: document.documentElement.scrollWidth > document.documentElement.clientWidth + 1,
+  };
+}
+
 function waitForApplicationRuntime(page) {
   return expect(page.locator("body")).toHaveAttribute("data-runtime-ready", "true");
 }
@@ -721,6 +787,7 @@ test("collapsed overview and sentiment layout keep a single current reading", as
   await expect(page.locator(".sentiment-stage-guide, [data-sentiment-stage]")).toHaveCount(0);
   await expect(page.locator("#sentimentPhaseAdvice")).toHaveText("情绪指标继续走弱。");
   const alignment = await page.evaluate(() => {
+    const analysis = document.querySelector(".redesigned-emotion-grid").getBoundingClientRect();
     const components = document.querySelector(".sentiment-components-panel").getBoundingClientRect();
     const trend = document.querySelector(".sentiment-trend-panel").getBoundingClientRect();
     const summary = document.querySelector(".sentiment-cycle-summary").getBoundingClientRect();
@@ -732,6 +799,8 @@ test("collapsed overview and sentiment layout keep a single current reading", as
     const statusStyle = getComputedStyle(document.querySelector(".sentiment-block .sentiment-text"));
     return {
       columnsAligned: Math.abs(trend.top - summary.top) < 1,
+      bottomsAligned: Math.abs(trend.bottom - components.bottom) < 1,
+      analysisHeight: analysis.height,
       railAligned: Math.abs(summary.x - components.x) < 1 && Math.abs(summary.width - components.width) < 1 && components.top > summary.bottom,
       detailAfterAnalysis: detail.top > Math.max(trend.bottom, components.bottom),
       chartHeight: chart.height,
@@ -743,6 +812,8 @@ test("collapsed overview and sentiment layout keep a single current reading", as
     };
   });
   expect(alignment.columnsAligned).toBe(true);
+  expect(alignment.bottomsAligned).toBe(true);
+  expect(Math.abs(alignment.analysisHeight - 600)).toBeLessThanOrEqual(1);
   expect(alignment.railAligned).toBe(true);
   expect(alignment.detailAfterAnalysis).toBe(true);
   expect(alignment.chartHeight).toBeGreaterThanOrEqual(340);
@@ -780,6 +851,68 @@ test("collapsed overview and sentiment layout keep a single current reading", as
   }
 });
 
+test("sentiment cycle keeps 600px equal-height layout across zoom viewports", async ({ page }, testInfo) => {
+  const shotDir = testInfo.outputPath("hel-221-shots");
+  await mockApplication(page, session("user", true));
+  const viewports = [
+    { name: "zoom-100", width: 2560, height: 1440 },
+    { name: "zoom-110", width: 2327, height: 1309 },
+    { name: "zoom-125", width: 2048, height: 1152 },
+  ];
+
+  for (const viewport of viewports) {
+    await page.setViewportSize({ width: viewport.width, height: viewport.height });
+    await page.goto("/index.html");
+    await renderSentimentFixture(page, 20);
+    const layout = await page.evaluate(readSentimentLayout);
+    expect(layout.topDelta, viewport.name).toBeLessThanOrEqual(1);
+    expect(layout.bottomDelta, viewport.name).toBeLessThanOrEqual(1);
+    expect(Math.abs(layout.analysisHeight - 600), viewport.name).toBeLessThanOrEqual(1);
+    expect(layout.chartHeight, viewport.name).toBeGreaterThanOrEqual(450);
+    expect(layout.detailAfterAnalysis, viewport.name).toBe(true);
+    expect(layout.tableVisible, viewport.name).toBe(true);
+    expect(layout.smallVisible, viewport.name).toBe(true);
+    expect(layout.overflowX, viewport.name).toBe(false);
+    await page.screenshot({
+      path: `${shotDir}/day-${viewport.name}.png`,
+      fullPage: true,
+    });
+  }
+
+  await page.setViewportSize({ width: 2560, height: 1440 });
+  await page.locator("#themeToggle").click();
+  await expect(page.locator("html")).toHaveAttribute("data-theme", "dark");
+  await page.waitForTimeout(200);
+  const nightLayout = await page.evaluate(readSentimentLayout);
+  expect(nightLayout.topDelta).toBeLessThanOrEqual(1);
+  expect(nightLayout.bottomDelta).toBeLessThanOrEqual(1);
+  expect(Math.abs(nightLayout.analysisHeight - 600)).toBeLessThanOrEqual(1);
+  await page.locator("#sentimentTrendChart").hover({ position: { x: 280, y: 120 } });
+  const tooltip = page.locator("#sentimentChartTooltip");
+  await expect(tooltip).toBeVisible();
+  await expect(tooltip).toContainText("温度");
+  const tooltipStyle = await tooltip.evaluate((node) => {
+    const style = getComputedStyle(node);
+    const bold = getComputedStyle(node.querySelector("b") || node);
+    return { background: style.backgroundColor, color: style.color, bold: bold.color };
+  });
+  expect(tooltipStyle.background).toBe("rgb(38, 41, 62)");
+  expect(tooltipStyle.color).toBe("rgb(232, 234, 237)");
+  expect(tooltipStyle.bold).toBe("rgb(232, 234, 237)");
+  await page.screenshot({ path: `${shotDir}/night-zoom-100.png`, fullPage: true });
+
+  await page.locator("#themeToggle").click();
+  await expect(page.locator("html")).toHaveAttribute("data-theme", "light");
+  await page.locator("#sentimentTrendChart").hover({ position: { x: 280, y: 120 } });
+  await expect(tooltip).toBeVisible();
+  const lightTooltip = await tooltip.evaluate((node) => {
+    const style = getComputedStyle(node);
+    return { background: style.backgroundColor, color: style.color };
+  });
+  expect(lightTooltip.background).toBe("rgb(31, 35, 41)");
+  expect(lightTooltip.color).toBe("rgb(255, 255, 255)");
+});
+
 test("limit-up pool separates stock identity and restores the reason column", async ({ page }) => {
   await mockApplication(page, session("user", true));
   await page.goto("/index.html");
@@ -3735,3 +3868,99 @@ test("desktop header keeps commands in view and tape text unclipped across works
   await page.screenshot({ path: path.join(shotDir, "admin-390-night.png") });
   fs.writeFileSync(path.join(shotDir, "measurements.json"), `${JSON.stringify(measurements, null, 2)}\n`);
 });
+
+test("HEL-183 heaven tools right-align and shell heights unify", async ({ page }) => {
+  const fs = require("node:fs");
+  const path = require("node:path");
+  const shotDir = path.join(__dirname, "../../runtime/hel183-shots");
+  fs.mkdirSync(shotDir, { recursive: true });
+  await page.setViewportSize({ width: 1440, height: 900 });
+  await mockApplication(page, session("admin", true));
+  await page.goto("/index.html");
+
+  const measure = () => page.evaluate(() => {
+    const box = (node) => {
+      if (!node) return null;
+      const r = node.getBoundingClientRect();
+      return { x: r.x, y: r.y, right: r.right, width: r.width, height: r.height };
+    };
+    const brand = document.querySelector(".module-nav .sidebar-brand") || document.querySelector(".sidebar-brand");
+    const header = document.querySelector(".app-header");
+    const actions = document.querySelector(".header-actions");
+    const collapse = document.querySelector(".sidebar-collapse-button");
+    const status = document.querySelector(".status-bar");
+    const overview = document.querySelector(".overview-strip");
+    const brandBox = box(brand);
+    const headerBox = box(header);
+    const actionsBox = box(actions);
+    const collapseBox = box(collapse);
+    const statusBox = box(status);
+    return {
+      brandHeight: brandBox ? Math.round(brandBox.height) : null,
+      headerHeight: headerBox ? Math.round(headerBox.height) : null,
+      brandBottom: brandBox ? Math.round(brandBox.y + brandBox.height) : null,
+      headerBottom: headerBox ? Math.round(headerBox.y + headerBox.height) : null,
+      collapseHeight: collapseBox ? Math.round(collapseBox.height) : null,
+      statusHeight: statusBox ? Math.round(statusBox.height) : null,
+      actionsNearRight: actionsBox && headerBox ? (headerBox.right - actionsBox.right) < 24 : false,
+      actionsMarginLeft: actions ? getComputedStyle(actions).marginLeft : null,
+      overviewDisplay: overview ? getComputedStyle(overview).display : null,
+      mentorPadTop: (() => {
+        const mentor = document.querySelector("#mentorView");
+        return mentor ? getComputedStyle(mentor).paddingTop : null;
+      })(),
+    };
+  });
+
+  await page.locator('[data-view="sentimentCycleView"]').first().click();
+  await expect(page.locator("#sentimentCycleView")).toHaveClass(/active-view/);
+  let geo = await measure();
+  expect(geo.brandHeight, "logo height").toBe(64);
+  expect(geo.headerHeight, "header height").toBe(64);
+  expect(geo.brandBottom, "logo/header bottom align").toBe(geo.headerBottom);
+  expect(geo.collapseHeight, "collapse height").toBe(28);
+  expect(geo.statusHeight, "status height").toBe(28);
+  expect(geo.actionsNearRight, "sentiment tools right").toBe(true);
+  await page.locator(".app-header").screenshot({ path: path.join(shotDir, "sentiment-header-day.png") });
+  await page.screenshot({ path: path.join(shotDir, "sentiment-page-day.png") });
+
+  await page.locator('[data-view="heavenView"]').first().click();
+  await expect(page.locator("#heavenView")).toHaveClass(/active-view/);
+  await expect(page.locator("#heavenView .heaven-page-head")).toBeVisible();
+  await expect(page.locator("#heavenView .heaven-page-head .segment")).toHaveCount(3);
+  geo = await measure();
+  expect(geo.overviewDisplay, "heaven hides overview").toBe("none");
+  expect(geo.actionsMarginLeft, "tools margin-left resolved").not.toBe("0px");
+  expect(Number.parseFloat(geo.actionsMarginLeft), "tools left auto gap").toBeGreaterThan(40);
+  expect(geo.actionsNearRight, "heaven tools right").toBe(true);
+  expect(geo.brandHeight).toBe(64);
+  expect(geo.collapseHeight).toBe(28);
+  await page.locator(".app-header").screenshot({ path: path.join(shotDir, "heaven-header-day.png") });
+  await page.screenshot({ path: path.join(shotDir, "heaven-page-day.png") });
+
+  await page.locator('[data-heaven-panel="fortune"]').click();
+  await expect(page.locator('[data-heaven-panel="fortune"]')).toHaveClass(/active/);
+  await expect(page.locator("#heavenFortunePanel")).toHaveClass(/active-heaven-panel/);
+
+  await page.locator('[data-view="mentorView"]').first().click();
+  await expect(page.locator("#mentorView")).toHaveClass(/active-view/);
+  geo = await measure();
+  expect(geo.mentorPadTop, "mentor top padding").toBe("14px");
+  await page.screenshot({ path: path.join(shotDir, "mentor-page-day.png") });
+
+  await page.locator("#themeToggle").click();
+  await page.locator('[data-view="heavenView"]').first().click();
+  await expect(page.locator("#heavenView")).toHaveClass(/active-view/);
+  geo = await measure();
+  expect(geo.actionsNearRight, "heaven night tools right").toBe(true);
+  expect(geo.brandHeight).toBe(64);
+  await page.locator(".app-header").screenshot({ path: path.join(shotDir, "heaven-header-night.png") });
+  await page.screenshot({ path: path.join(shotDir, "heaven-page-night.png") });
+
+  await page.locator('[data-view="sentimentCycleView"]').first().click();
+  await page.locator(".app-header").screenshot({ path: path.join(shotDir, "sentiment-header-night.png") });
+  await page.screenshot({ path: path.join(shotDir, "sentiment-page-night.png") });
+
+  await page.locator('[data-view="mentorView"]').first().click();
+  await page.screenshot({ path: path.join(shotDir, "mentor-page-night.png") });
+});

tests/e2e/login-portal.spec.js

@@ -0,0 +1,151 @@
+const { test, expect } = require("@playwright/test");
+
+function loginPayload(user) {
+  return {
+    ok: true,
+    authenticated: true,
+    csrf_token: "portal-csrf",
+    user,
+  };
+}
+
+async function mockLoginPortal(page, options = {}) {
+  const accounts = options.accounts || [];
+  let currentUserId = options.currentUserId ?? null;
+  await page.route("**/api/**", async (route) => {
+    const url = new URL(route.request().url());
+    const method = route.request().method();
+    if (url.pathname === "/api/auth/accounts") {
+      await route.fulfill({
+        status: 200,
+        contentType: "application/json",
+        body: JSON.stringify({ ok: true, accounts, current_user_id: currentUserId }),
+      });
+      return;
+    }
+    if (url.pathname === "/api/auth/switch" && method === "POST") {
+      const body = route.request().postDataJSON() || {};
+      const account = accounts.find((item) => Number(item.user_id) === Number(body.user_id));
+      if (!account || options.switchFails) {
+        await route.fulfill({
+          status: 401,
+          contentType: "application/json",
+          body: JSON.stringify({ error: "该账号需重新验证" }),
+        });
+        return;
+      }
+      currentUserId = account.user_id;
+      await route.fulfill({
+        status: 200,
+        contentType: "application/json",
+        body: JSON.stringify(loginPayload(account)),
+      });
+      return;
+    }
+    if (url.pathname === "/api/auth/forget" && method === "POST") {
+      const body = route.request().postDataJSON() || {};
+      const index = accounts.findIndex((item) => Number(item.user_id) === Number(body.user_id));
+      if (index >= 0) accounts.splice(index, 1);
+      await route.fulfill({
+        status: 200,
+        contentType: "application/json",
+        body: JSON.stringify({ ok: true }),
+      });
+      return;
+    }
+    if ((url.pathname === "/api/auth/login" || url.pathname === "/api/auth/register") && method === "POST") {
+      await route.fulfill({
+        status: 200,
+        contentType: "application/json",
+        body: JSON.stringify(loginPayload({
+          id: 9,
+          username: "new_user",
+          role: "user",
+          membership: { active: false, subscribed: false, is_admin: false },
+        })),
+      });
+      return;
+    }
+    if (url.pathname === "/api/auth/me") {
+      await route.fulfill({
+        status: 200,
+        contentType: "application/json",
+        body: JSON.stringify({
+          ok: true,
+          authenticated: Boolean(currentUserId),
+          csrf_token: "portal-csrf",
+          user: accounts.find((item) => Number(item.user_id) === Number(currentUserId)) || null,
+        }),
+      });
+      return;
+    }
+    await route.fulfill({
+      status: 200,
+      contentType: "application/json",
+      body: JSON.stringify({ ok: true }),
+    });
+  });
+}
+
+const SAVED_ACCOUNTS = [
+  {
+    user_id: 1,
+    username: "alpha_user",
+    role: "admin",
+    membership: { active: true, subscribed: true, is_admin: true },
+    last_used_at: "2026-08-29T01:00:00+00:00",
+  },
+  {
+    user_id: 2,
+    username: "beta_user",
+    role: "user",
+    membership: { active: false, subscribed: false, is_admin: false },
+    last_used_at: "2026-08-28T01:00:00+00:00",
+  },
+];
+
+test("first-time login portal asks for a password and hides environment copy", async ({ page }) => {
+  await mockLoginPortal(page, { accounts: [] });
+  await page.goto("/login/");
+  await expect(page.locator(".login-card-title")).toHaveText("欢迎回来");
+  await expect(page.locator("#loginUsername")).toBeVisible();
+  await expect(page.locator(".login-submit")).toHaveText("登录");
+  await expect(page.locator("body")).not.toContainText("内网个人版");
+  await expect(page.locator("body")).not.toContainText("192.168.200.11");
+});
+
+test("saved accounts can switch directly and show a re-auth message on failure", async ({ page }) => {
+  await mockLoginPortal(page, { accounts: SAVED_ACCOUNTS.map((item) => ({ ...item })) });
+  await page.goto("/login/");
+  await expect(page.locator(".login-card-title")).toHaveText("选择账号");
+  await expect(page.locator(".login-account-row")).toHaveCount(2);
+  const switched = page.waitForRequest((request) => (
+    request.url().includes("/api/auth/switch") && request.method() === "POST"
+  ));
+  await page.locator('[data-switch-id="2"]').click();
+  const request = await switched;
+  expect(JSON.parse(request.postData() || "{}")).toEqual({ user_id: 2 });
+});
+
+test("failed account switch stays on the portal with the original copy", async ({ page }) => {
+  await mockLoginPortal(page, {
+    accounts: SAVED_ACCOUNTS.map((item) => ({ ...item })),
+    switchFails: true,
+  });
+  await page.goto("/login/");
+  await page.locator('[data-switch-id="2"]').click();
+  await expect(page.locator(".login-error")).toHaveText("该账号需重新验证");
+  await expect(page).toHaveURL(/\/login\/?/);
+});
+
+test("managing accounts removes a local record after inline confirmation", async ({ page }) => {
+  await mockLoginPortal(page, { accounts: SAVED_ACCOUNTS.map((item) => ({ ...item })) });
+  await page.goto("/login/");
+  await page.locator('[data-login-action="manage"]').click();
+  await expect(page.locator(".login-card-title")).toHaveText("管理账号记录");
+  await page.locator('[data-confirm-id="2"]').click();
+  await expect(page.locator(".login-confirm-copy")).toContainText("beta_user");
+  await page.locator('[data-forget-id="2"]').click();
+  await expect(page.locator(".login-account-row")).toHaveCount(1);
+  await expect(page.locator(".login-account-row")).toContainText("alpha_user");
+});

tests/e2e/mobile-app.spec.js

@@ -1,7 +1,7 @@
 const { test, expect } = require("@playwright/test");
 
-// 手机端（/m/）全页面回归：P5 收官打磨。
-// 覆盖：登录、四个入口图标页、行情 12 页、工具 3 页、复盘 5 页、复盘助手，
+// 手机端（/m/）全页面回归：P5 收官打磨 + HEL-233 系统管理恢复。
+// 覆盖：登录、四个入口图标页、行情 12 页、工具 3 页、复盘 5 页、复盘助手、系统管理 5 页，
 // 以及日夜两套渲染、空态、错误态、横屏健壮性、深底深字对比度抽查。
 
 const EMPTY_DASHBOARD = {
@@ -138,6 +138,31 @@ async function mockMobileApi(page, options = {}) {
       payload = { items: [] };
     } else if (path === "/api/search") {
       payload = { groups: { stocks: [{ id: "002141", code: "002141", name: "贤丰控股", type: "stock", industry: "电子元件" }], sectors: [], themes: [], indices: [] } };
+    } else if (path === "/api/account/status") {
+      payload = {
+        birth_profile_configured: true,
+        birth_profile: { birth_datetime: "1990-01-15T08:30", gender: "male" },
+        llm_access: {
+          daily_limit: 50,
+          used_today: 3,
+          remaining_calls: 47,
+          membership: {
+            active: true,
+            subscribed: true,
+            is_admin: auth.user.role === "admin",
+            remaining_days: 20,
+            expires_at: "2026-09-18",
+            plan: "会员",
+          },
+        },
+      };
+    } else if (path === "/api/admin/settings") {
+      payload = {
+        data: { configured: true, snapshot_dates: 12, background_refresh_enabled: true, ifind: { configured: false } },
+        llm: { models: [{ id: "model-1", name: "主模型", base_url: "https://api.openai.com/v1", model: "gpt-4.1", configured: true }], primary_model_id: "model-1", fallback_model_id: "" },
+        membership: { member_daily_limit: 50 },
+        users: [{ id: 2, username: "normal_user", role: "user", membership_subscribed: true, membership_status: "active", membership_expires_at: "2026-09-18", used_today: 3 }],
+      };
     } else if (/^\/api\/stock\/\d+\/preview$/.test(path)) {
       payload = {
         meta: { trade_date: "2026-07-22", intraday_status: "available" },
@@ -230,6 +255,16 @@ const REVIEW_PAGES = [
   ["review/alerts", "提醒中心"],
 ];
 
+const SYSTEM_PAGES = [
+  ["system/profile", "账号资料"],
+  ["system/password", "修改密码"],
+  ["system/membership", "会员状态"],
+  ["system/admin", "系统设置"],
+  ["system/members", "会员管理"],
+];
+
+const PLACEHOLDER_COPY = "该功能页将在后续批次实现";
+
 test("mobile login renders before authentication", async ({ page }) => {
   await page.setViewportSize({ width: 390, height: 844 });
   await page.route("**/api/**", async (route) => {
@@ -296,6 +331,54 @@ test("review five pages render watchlist, trades, daily, notes and alerts", asyn
   }
 });
 
+test("system management pages render real content instead of placeholders", async ({ page }) => {
+  await mockMobileApi(page);
+  await openMobile(page);
+  for (const [key, label] of SYSTEM_PAGES) {
+    await navigateToFeature(page, key);
+    await expect(page.locator("#m-title")).toHaveText(label);
+    await expect(page.locator(".m-placeholder")).toHaveCount(0);
+    await expect(page.locator("#m-view")).not.toContainText(PLACEHOLDER_COPY);
+    await expect(page.locator("[data-system-page], [data-system-admin-panel]").first()).toBeVisible();
+    expect(await measureOverflow(page)).toBeLessThanOrEqual(1);
+  }
+  await navigateToFeature(page, "system/profile");
+  await expect(page.locator("#m-sys-birth-date")).toBeVisible();
+  await expect(page.locator("[data-system-switch]")).toBeVisible();
+  await navigateToFeature(page, "system/password");
+  await expect(page.locator("#m-sys-password-current")).toBeVisible();
+  await navigateToFeature(page, "system/membership");
+  await expect(page.locator(".m-sys-grid")).toBeVisible();
+  await navigateToFeature(page, "system/admin");
+  await expect(page.locator("#m-sys-token")).toBeVisible();
+  await navigateToFeature(page, "system/members");
+  await expect(page.locator("#m-sys-member-limit")).toBeVisible();
+});
+
+test("empty profile save click shows a toast instead of a dead button", async ({ page }) => {
+  await mockMobileApi(page);
+  await openMobile(page);
+  await navigateToFeature(page, "system/profile");
+  await expect(page.locator("[data-system-save-birth]")).toBeVisible();
+  await page.locator("#m-sys-birth-date").fill("");
+  await page.locator("#m-sys-birth-time").fill("");
+  await page.locator("[data-system-save-birth]").click();
+  await expect(page.locator("#m-toast.is-visible")).toBeVisible();
+  await expect(page.locator("#m-toast")).toContainText("请填写完整出生日期和时间");
+});
+
+test("non-admin cannot open system admin pages as placeholders", async ({ page }) => {
+  await mockMobileApi(page, { auth: authSession("user", true) });
+  await openMobile(page);
+  await page.evaluate(() => { window.MobileRouter.navigate("#/hub/system"); });
+  await expect(page.locator(".m-hub-grid")).toBeVisible();
+  await expect(page.locator('.m-grid-item[data-route="#/feature/system/admin"]')).toHaveCount(0);
+  await expect(page.locator('.m-grid-item[data-route="#/feature/system/members"]')).toHaveCount(0);
+  await navigateToFeature(page, "system/admin");
+  await expect(page.locator("#m-view")).not.toContainText(PLACEHOLDER_COPY);
+  await expect(page.locator("[data-system-page='forbidden']")).toBeVisible();
+});
+
 test("assistant chat renders with presets and input", async ({ page }) => {
   await mockMobileApi(page);
   await openMobile(page);

tests/test_account_switch_grants.py

@@ -0,0 +1,132 @@
+from __future__ import annotations
+
+import threading
+import unittest
+from datetime import datetime, timedelta, timezone
+from pathlib import Path
+from tempfile import TemporaryDirectory
+
+from backend.features.accounts.security import SecretVault, token_hash
+from backend.features.accounts.service import AccountService
+from database import ReviewDatabase
+
+
+class AccountSwitchGrantTests(unittest.TestCase):
+    def setUp(self) -> None:
+        self.temp = TemporaryDirectory()
+        self.database = ReviewDatabase(Path(self.temp.name) / "review.db")
+        self.bound_user_id = 0
+        self.service = AccountService(
+            database=self.database,
+            vault=SecretVault(SecretVault.generate_key()),
+            current_user_supplier=lambda: self.bound_user_id,
+            access_supplier=lambda: self.database.user_access(self.bound_user_id) or {},
+            bind_user=self._bind,
+            personal_field_builder=lambda *args, **kwargs: {},
+            auth_lock=threading.Lock(),
+        )
+        self.device_a = token_hash("device-a-token")
+        self.device_b = token_hash("device-b-token")
+
+    def tearDown(self) -> None:
+        self.temp.cleanup()
+
+    def _bind(self, user_id: int) -> None:
+        self.bound_user_id = int(user_id)
+
+    def _register(self, username: str, device_hash: str = "") -> dict:
+        return self.service.register(username, "Password123", device_hash or self.device_a)
+
+    def test_login_records_accounts_for_the_current_device_only(self) -> None:
+        first = self._register("alpha_user")
+        second = self._register("beta_user")
+        self.service.login("alpha_user", "Password123", self.device_b)
+
+        listed = self.service.list_device_accounts(self.device_a)
+        names = [item["username"] for item in listed["accounts"]]
+        self.assertEqual(names, ["beta_user", "alpha_user"])
+        self.assertEqual(
+            self.service.list_device_accounts(self.device_b)["accounts"][0]["username"],
+            "alpha_user",
+        )
+        self.assertEqual(self.service.list_device_accounts("")["accounts"], [])
+        self.assertEqual(first["user"]["username"], "alpha_user")
+        self.assertEqual(second["user"]["username"], "beta_user")
+
+    def test_switch_uses_device_grant_and_keeps_the_original_authorization(self) -> None:
+        first = self._register("alpha_user")
+        self._register("beta_user")
+        switched = self.service.switch_account(self.device_a, int(first["user"]["id"]))
+        self.assertEqual(switched["user"]["username"], "alpha_user")
+        remaining = {
+            item["username"]
+            for item in self.service.list_device_accounts(self.device_a)["accounts"]
+        }
+        self.assertEqual(remaining, {"alpha_user", "beta_user"})
+
+    def test_switch_without_a_valid_grant_requires_reauthentication(self) -> None:
+        user = self._register("alpha_user")
+        with self.assertRaisesRegex(PermissionError, "该账号需重新验证"):
+            self.service.switch_account(self.device_b, int(user["user"]["id"]))
+        with self.assertRaisesRegex(PermissionError, "该账号需重新验证"):
+            self.service.switch_account("", int(user["user"]["id"]))
+
+    def test_forget_only_removes_the_current_device_grant(self) -> None:
+        user = self._register("alpha_user")
+        self.service.login("alpha_user", "Password123", self.device_b)
+        self.service.forget_account(self.device_a, int(user["user"]["id"]))
+        self.service.forget_account(self.device_a, int(user["user"]["id"]))
+        self.assertEqual(self.service.list_device_accounts(self.device_a)["accounts"], [])
+        self.assertEqual(
+            self.service.list_device_accounts(self.device_b)["accounts"][0]["username"],
+            "alpha_user",
+        )
+
+    def test_logout_revokes_only_the_current_account_on_this_device(self) -> None:
+        first = self._register("alpha_user")
+        second = self._register("beta_user")
+        self.service.revoke_current_device_grant(self.device_a, int(second["user"]["id"]))
+        names = {
+            item["username"]
+            for item in self.service.list_device_accounts(self.device_a)["accounts"]
+        }
+        self.assertEqual(names, {"alpha_user"})
+        switched = self.service.switch_account(self.device_a, int(first["user"]["id"]))
+        self.assertEqual(switched["user"]["id"], first["user"]["id"])
+
+    def test_password_change_revokes_grants_on_every_device(self) -> None:
+        user = self._register("alpha_user")
+        self.service.login("alpha_user", "Password123", self.device_b)
+        self._bind(int(user["user"]["id"]))
+        self.service.change_password("Password123", "Password456")
+        self.assertEqual(self.service.list_device_accounts(self.device_a)["accounts"], [])
+        self.assertEqual(self.service.list_device_accounts(self.device_b)["accounts"], [])
+        with self.assertRaisesRegex(PermissionError, "该账号需重新验证"):
+            self.service.switch_account(self.device_a, int(user["user"]["id"]))
+
+    def test_device_keeps_at_most_five_accounts(self) -> None:
+        usernames = [f"user_{index}" for index in range(6)]
+        ids = [self._register(name)["user"]["id"] for name in usernames]
+        listed = self.service.list_device_accounts(self.device_a)["accounts"]
+        self.assertEqual(len(listed), 5)
+        kept = {item["user_id"] for item in listed}
+        self.assertNotIn(ids[0], kept)
+        self.assertTrue(set(ids[1:]).issubset(kept))
+
+    def test_expired_grants_are_removed_lazily(self) -> None:
+        user = self._register("alpha_user")
+        past = (datetime.now(timezone.utc) - timedelta(days=1)).isoformat(timespec="seconds")
+        self.database.upsert_switch_grant(
+            self.device_a,
+            int(user["user"]["id"]),
+            past,
+            past,
+            past,
+        )
+        self.assertEqual(self.service.list_device_accounts(self.device_a)["accounts"], [])
+        with self.assertRaisesRegex(PermissionError, "该账号需重新验证"):
+            self.service.switch_account(self.device_a, int(user["user"]["id"]))
+
+
+if __name__ == "__main__":
+    unittest.main()

tests/test_admin_refresh_status.py

@@ -0,0 +1,24 @@
+from __future__ import annotations
+
+import unittest
+
+from backend.jobs.service import _verified_dashboard_result
+
+
+class AdminRefreshStatusTests(unittest.TestCase):
+    def test_carried_snapshot_is_reported_as_failed_job(self):
+        result = _verified_dashboard_result(
+            {"meta": {"carried_forward": True, "notice": "官方涨跌停数据尚未返回"}}
+        )
+
+        self.assertEqual(result["status"], "failed")
+        self.assertEqual(result["error"], "官方涨跌停数据尚未返回")
+
+    def test_current_snapshot_is_reported_as_successful_job(self):
+        dashboard = {"meta": {"trade_date": "2026-08-28", "carried_forward": False}}
+
+        self.assertIs(_verified_dashboard_result(dashboard), dashboard)
+
+
+if __name__ == "__main__":
+    unittest.main()

tests/test_database_migrations.py

@@ -25,6 +25,7 @@ class DatabaseMigrationTests(unittest.TestCase):
                         ("0002", "create_job_runs"),
                         ("0003", "extend_llm_audit"),
                         ("0004", "add_mentor_note"),
+                        ("0005", "create_account_switch_grants"),
                     ],
                 )
                 columns = {
@@ -39,7 +40,7 @@ class DatabaseMigrationTests(unittest.TestCase):
                 count = connection.execute(
                     "SELECT COUNT(*) AS count FROM schema_migrations"
                 ).fetchone()["count"]
-            self.assertEqual(count, 4)
+            self.assertEqual(count, 5)
 
     def test_database_with_recorded_0004_and_note_column_starts_without_reapply(
         self,
@@ -60,7 +61,7 @@ class DatabaseMigrationTests(unittest.TestCase):
                 count = connection.execute(
                     "SELECT COUNT(*) AS count FROM schema_migrations"
                 ).fetchone()["count"]
-            self.assertEqual(count, 4)
+            self.assertEqual(count, 5)
 
     def test_old_database_without_0004_upgrades_and_adds_note_column(self) -> None:
         with tempfile.TemporaryDirectory() as root:
@@ -87,7 +88,7 @@ class DatabaseMigrationTests(unittest.TestCase):
                         "PRAGMA table_info(mentor_preferences)"
                     )
                 ]
-            self.assertEqual(versions, {"0001", "0002", "0003", "0004"})
+            self.assertEqual(versions, {"0001", "0002", "0003", "0004", "0005"})
             self.assertIn("note", note_rows)
 
     def test_database_with_unknown_migration_is_rejected(self) -> None:

tests/test_frontend_contract.py

@@ -344,6 +344,22 @@ class FrontendContractTests(unittest.TestCase):
         self.assertIn("max-height: var(--sentiment-history-max-height);", self.sentiment_styles)
         self.assertIn("overflow: auto;", self.sentiment_styles)
 
+    def test_sentiment_equal_height_and_tooltip_tokens(self):
+        self.assertIn("--sentiment-analysis-height: 600px;", self.tokens)
+        self.assertIn("--sentiment-tooltip-bg: var(--text-primary);", self.tokens)
+        self.assertIn("--sentiment-tooltip-fg: var(--text-inverse);", self.tokens)
+        self.assertIn("--sentiment-tooltip-bg: #26293e;", self.tokens)
+        self.assertIn("--sentiment-tooltip-fg: #e8eaed;", self.tokens)
+        self.assertIn("height: var(--sentiment-analysis-height);", self.sentiment_styles)
+        self.assertIn("max-height: var(--sentiment-analysis-height);", self.sentiment_styles)
+        self.assertIn("justify-content: space-evenly;", self.sentiment_styles)
+        self.assertIn("background: var(--sentiment-tooltip-bg);", self.sentiment_styles)
+        self.assertIn("color: var(--sentiment-tooltip-fg);", self.sentiment_styles)
+        self.assertIn("new ResizeObserver", self.script)
+        self.assertIn("#sentimentCycleView .redesigned-emotion-grid {", self.sentiment_styles)
+        self.assertNotIn("height: 100vh", self.sentiment_styles)
+        self.assertNotIn("min-height: 100%", self.sentiment_styles)
+
     def test_mentor_final_visual_fix_contract(self):
         shell_styles = (STATIC_DIR / "shared" / "shell.css").read_text(encoding="utf-8")
         mentor_html = (STATIC_DIR / "pages" / "mentor" / "page.html").read_text(encoding="utf-8")

tests/test_governance_registries.py

@@ -65,8 +65,11 @@ class GovernanceRegistryTests(unittest.TestCase):
             public,
             {
                 ("GET", "/api/health"),
+                ("GET", "/api/auth/accounts"),
                 ("POST", "/api/auth/login"),
                 ("POST", "/api/auth/register"),
+                ("POST", "/api/auth/switch"),
+                ("POST", "/api/auth/forget"),
             },
         )
 

tests/test_heaven_knowledge.py

@@ -1,13 +1,162 @@
 from __future__ import annotations
 
+import json
+import tempfile
 import unittest
+from http import HTTPStatus
+from pathlib import Path
+from unittest.mock import patch
 
 from backend.features.heaven.engine import build_five_phase_field, hexagram_from_lines
-from backend.features.heaven.knowledge import prepare_heaven_context
+from backend.features.heaven.http import HeavenHttpMixin
+from backend.features.heaven.knowledge import (
+    HeavenKnowledgeError,
+    clear_heaven_knowledge_cache,
+    prepare_heaven_context,
+    resolve_heaven_knowledge_path,
+    _knowledge_catalog,
+)
 from backend.features.heaven.six_yao import build_six_yao_chart
 
 
 class HeavenKnowledgeTests(unittest.TestCase):
+    def tearDown(self) -> None:
+        clear_heaven_knowledge_cache()
+
+    def test_catalog_loads_from_trusted_repo_file(self):
+        clear_heaven_knowledge_cache()
+        path = resolve_heaven_knowledge_path()
+        catalog = _knowledge_catalog()
+        self.assertTrue(path.is_file())
+        self.assertEqual(path.name, "heaven_knowledge.json")
+        self.assertTrue(str(catalog.get("version") or "").startswith("2026."))
+        self.assertIn("zhouyi", catalog["sources"])
+        self.assertIn("neijing", catalog["sources"])
+        self.assertEqual(len(catalog["fortune"]["qi"]), 6)
+        self.assertEqual(len(catalog["fortune"]["personal_relations"]), 10)
+
+    def test_missing_knowledge_file_raises_chinese_structured_error(self):
+        clear_heaven_knowledge_cache()
+        missing = Path(tempfile.mkdtemp()) / "missing-heaven_knowledge.json"
+        with patch(
+            "backend.features.heaven.knowledge.KNOWLEDGE_FILE", missing
+        ), patch(
+            "backend.features.heaven.knowledge.KNOWLEDGE_SEED_FILE",
+            missing.with_name("missing-seed.json"),
+        ):
+            with self.assertRaises(HeavenKnowledgeError) as raised:
+                _knowledge_catalog()
+        self.assertEqual(raised.exception.error_code, "heaven_knowledge_missing")
+        self.assertIn("缺失", str(raised.exception))
+
+    def test_corrupt_knowledge_json_raises_chinese_structured_error(self):
+        clear_heaven_knowledge_cache()
+        with tempfile.TemporaryDirectory() as temp_dir:
+            broken = Path(temp_dir) / "heaven_knowledge.json"
+            broken.write_text("{not-json", encoding="utf-8")
+            with patch(
+                "backend.features.heaven.knowledge.KNOWLEDGE_FILE", broken
+            ), patch(
+                "backend.features.heaven.knowledge.KNOWLEDGE_SEED_FILE",
+                Path(temp_dir) / "unused-seed.json",
+            ):
+                with self.assertRaises(HeavenKnowledgeError) as raised:
+                    _knowledge_catalog()
+        self.assertEqual(raised.exception.error_code, "heaven_knowledge_invalid")
+        self.assertIn("损坏", str(raised.exception))
+
+    def test_interpret_http_returns_structured_chinese_error_for_missing_file(self):
+        class FakeHandler(HeavenHttpMixin):
+            def __init__(self) -> None:
+                self.payload = None
+                self.status = None
+                self.application_service = type(
+                    "Svc",
+                    (),
+                    {
+                        "heaven_interpret": staticmethod(
+                            lambda _body: (_ for _ in ()).throw(
+                                HeavenKnowledgeError(
+                                    "问天知识文件缺失：未找到 heaven_knowledge.json。",
+                                    code="heaven_knowledge_missing",
+                                )
+                            )
+                        )
+                    },
+                )()
+
+            def read_json_body(self):
+                return {"mode": "trend", "trade_date": "2026-08-04"}
+
+            def send_json(self, payload, status=HTTPStatus.OK, headers=None):
+                self.payload = payload
+                self.status = status
+
+        handler = FakeHandler()
+        handler.heaven_interpret()
+        self.assertEqual(handler.status, HTTPStatus.BAD_REQUEST)
+        self.assertIn("缺失", handler.payload["error"])
+        self.assertEqual(handler.payload["code"], "heaven_knowledge_missing")
+
+    def test_interpret_http_returns_structured_chinese_error_for_corrupt_json(self):
+        class FakeHandler(HeavenHttpMixin):
+            def __init__(self) -> None:
+                self.payload = None
+                self.status = None
+                self.application_service = type(
+                    "Svc",
+                    (),
+                    {
+                        "heaven_interpret": staticmethod(
+                            lambda _body: (_ for _ in ()).throw(
+                                HeavenKnowledgeError(
+                                    "问天知识文件 JSON 损坏（heaven_knowledge.json），无法解析：第 1 行附近。",
+                                    code="heaven_knowledge_invalid",
+                                )
+                            )
+                        )
+                    },
+                )()
+
+            def read_json_body(self):
+                return {"mode": "trend", "trade_date": "2026-08-04"}
+
+            def send_json(self, payload, status=HTTPStatus.OK, headers=None):
+                self.payload = payload
+                self.status = status
+
+        handler = FakeHandler()
+        handler.heaven_interpret()
+        self.assertEqual(handler.status, HTTPStatus.BAD_REQUEST)
+        self.assertIn("损坏", handler.payload["error"])
+        self.assertEqual(handler.payload["code"], "heaven_knowledge_invalid")
+
+    def test_seed_fallback_when_data_file_missing(self):
+        clear_heaven_knowledge_cache()
+        with tempfile.TemporaryDirectory() as temp_dir:
+            seed = Path(temp_dir) / "seed.json"
+            seed.write_text(
+                json.dumps(
+                    {
+                        "version": "test-seed",
+                        "sources": {"zhouyi": {"title": "周易"}},
+                        "trend": {"method": "m", "rules": {"stable": "s", "single": "a", "multiple": "b"}},
+                        "fortune": {},
+                        "heart": {},
+                    },
+                    ensure_ascii=False,
+                ),
+                encoding="utf-8",
+            )
+            missing_data = Path(temp_dir) / "data-heaven_knowledge.json"
+            with patch(
+                "backend.features.heaven.knowledge.KNOWLEDGE_FILE", missing_data
+            ), patch(
+                "backend.features.heaven.knowledge.KNOWLEDGE_SEED_FILE", seed
+            ):
+                catalog = _knowledge_catalog()
+        self.assertEqual(catalog["version"], "test-seed")
+
     def test_fortune_context_excludes_weighted_summary_and_adds_bounded_industry_symbols(self):
         field = build_five_phase_field("2026-08-04")
         prepared = prepare_heaven_context(

tests/test_mobile_system_pages.py

@@ -0,0 +1,78 @@
+from __future__ import annotations
+
+import re
+import unittest
+from pathlib import Path
+
+
+ROOT = Path(__file__).resolve().parents[1]
+NAV = ROOT / "frontend/m/config/nav.config.js"
+PAGES = ROOT / "frontend/m/js/pages.js"
+ROUTER = ROOT / "frontend/m/js/router.js"
+
+
+class MobileSystemPagesRegressionTests(unittest.TestCase):
+    """Prevent mobile system-management entries from falling back to placeholders."""
+
+    def test_nav_system_entries_are_registered_as_real_pages(self) -> None:
+        nav = NAV.read_text(encoding="utf-8")
+        pages = PAGES.read_text(encoding="utf-8")
+        keys = re.findall(r'key:\s*"(system/[^"]+)"', nav)
+        self.assertEqual(
+            keys,
+            [
+                "system/profile",
+                "system/password",
+                "system/membership",
+                "system/admin",
+                "system/members",
+            ],
+        )
+        for key in keys:
+            self.assertIn(f'"{key}": setupSystemPage', pages)
+            self.assertIn(f'"{key}": loadSystem', pages)
+
+    def test_placeholder_copy_is_only_a_router_fallback(self) -> None:
+        router = ROUTER.read_text(encoding="utf-8")
+        pages = PAGES.read_text(encoding="utf-8")
+        self.assertIn("该功能页将在后续批次实现", router)
+        self.assertNotIn("该功能页将在后续批次实现", pages)
+        self.assertIn("function setupSystemPage", pages)
+        self.assertIn("function loadSystem", pages)
+
+    def test_system_pages_render_real_controls_not_stubs(self) -> None:
+        pages = PAGES.read_text(encoding="utf-8")
+        for marker in (
+            'data-system-page="profile"',
+            'data-system-page="password"',
+            'data-system-page="membership"',
+            'data-system-page="members"',
+            'data-system-page="forbidden"',
+            'data-system-admin-panel="market"',
+            "m-sys-birth-date",
+            "m-sys-password-current",
+            "m-sys-token",
+            "m-sys-member-limit",
+            "data-system-switch",
+            'location.assign("/login/")',
+        ):
+            self.assertIn(marker, pages)
+
+    def test_system_boolean_attrs_do_not_have_stray_quotes(self) -> None:
+        pages = PAGES.read_text(encoding="utf-8")
+        stray = re.findall(r'data-system-[a-z-]*"(?=[>\s])', pages)
+        self.assertEqual(
+            stray,
+            [],
+            "boolean data-system attributes must not have a trailing quote before > or space",
+        )
+        for name in (
+            "data-system-save-birth",
+            "data-system-save-password",
+            "data-system-add-model",
+            "data-system-save-models",
+            "data-system-save-market",
+            "data-system-refresh",
+        ):
+            self.assertIn(name, pages)
+            self.assertNotIn(name + '">', pages)

tests/test_realtime_dashboard.py

@@ -111,6 +111,25 @@ class RealtimeDashboardTests(unittest.TestCase):
         self.assertEqual(quote["amount_billion"], 3.0)
         self.assertAlmostEqual(quote["turnover_rate"], 0.01)
 
+    def test_close_dashboard_marks_official_limit_data(self):
+        dashboard = self.client.dashboard("20260720")
+
+        self.assertEqual(dashboard["meta"]["limit_data_source"], "official")
+
+    def test_close_dashboard_marks_derived_limit_data_as_incomplete(self):
+        original_query = self.client.query
+
+        def query(api_name, params=None, fields=""):
+            if api_name == "limit_list_d":
+                return []
+            return original_query(api_name, params, fields)
+
+        self.client.query = query
+        dashboard = self.client.dashboard("20260720")
+
+        self.assertEqual(dashboard["meta"]["limit_data_source"], "derived")
+        self.assertIn("日线数据推算", dashboard["meta"]["notice"])
+
 
 if __name__ == "__main__":
     unittest.main()

tests/test_snapshot_backfill.py

@@ -0,0 +1,317 @@
+from __future__ import annotations
+
+import json
+import tempfile
+import threading
+import unittest
+from datetime import datetime
+from pathlib import Path
+from typing import Any
+from unittest.mock import patch
+
+from backend.features.market.backfill_history import (
+    build_backfill_audit,
+    classify_snapshot_coverage,
+    create_sqlite_backup,
+    select_open_trade_dates,
+    select_open_trade_dates_in_range,
+)
+from backend.features.market.service import MarketServiceMixin
+from backend.features.sentiment.engine import (
+    build_sentiment_history,
+    latest_contiguous_history,
+)
+from backend.features.sentiment.service import SentimentServiceMixin
+from database import ReviewDatabase
+
+
+def _snapshot(trade_date: str, previous_trade_date: str) -> dict[str, Any]:
+    display = f"{trade_date[:4]}-{trade_date[4:6]}-{trade_date[6:8]}"
+    previous_display = (
+        f"{previous_trade_date[:4]}-{previous_trade_date[4:6]}-{previous_trade_date[6:8]}"
+        if previous_trade_date
+        else ""
+    )
+    return {
+        "meta": {
+            "trade_date": display,
+            "previous_trade_date": previous_display,
+            "source": "tushare",
+        },
+        "overview": {
+            "up_count": 2500,
+            "down_count": 2000,
+            "flat_count": 100,
+            "amount_billion": 12000,
+            "limit_up_count": 40,
+            "limit_down_count": 5,
+            "broken_count": 10,
+            "seal_rate": 70,
+            "max_height": 3,
+            "second_board_count": 8,
+            "three_plus_count": 4,
+            "previous_limit_count": 35,
+            "previous_positive_rate": 55,
+            "average_previous_change": 1.2,
+            "median_previous_change": 0.8,
+            "advance_rate": 20,
+            "severe_loss_rate": 5,
+            "previous_down_count": 3,
+            "ladder_completeness": 60,
+            "limit_amount_billion": 300,
+        },
+        "limits": [{"code": "000001"}],
+        "broken": [],
+        "down_limits": [],
+        "yesterday_limits": [],
+    }
+
+
+class _BackfillHarness(MarketServiceMixin, SentimentServiceMixin):
+    def __init__(self, database: ReviewDatabase) -> None:
+        self.database = database
+        self.sync_lock = threading.Lock()
+        self.configured = True
+        self.token = "test-token"
+        self.current_user_id = 1
+        self._calendar_rows: list[dict[str, Any]] = []
+        self._fail_dates: set[str] = set()
+        self.sync_calls: list[str] = []
+
+    def _tushare_client(self):  # type: ignore[override]
+        harness = self
+
+        class _Client:
+            def query(self, api_name, params, fields=""):
+                assert api_name == "trade_cal"
+                start = str(params["start_date"])
+                end = str(params["end_date"])
+                return [
+                    row
+                    for row in harness._calendar_rows
+                    if start <= str(row["cal_date"]) <= end
+                ]
+
+        return _Client()
+
+    def sync_dashboard(self, trade_date: str) -> dict[str, Any]:  # type: ignore[override]
+        compact = trade_date.replace("-", "")
+        self.sync_calls.append(compact)
+        if compact in self._fail_dates:
+            raise ValueError(f"simulated failure for {compact}")
+        previous = ""
+        for row in self._calendar_rows:
+            if str(row["cal_date"]) == compact:
+                previous = str(row.get("pretrade_date") or "")
+                break
+        payload = _snapshot(compact, previous)
+        self.database.save_snapshot(compact, "tushare", payload)
+        return payload
+
+    def _apply_reason_overrides(self, dashboard: dict[str, Any]) -> dict[str, Any]:
+        return dashboard
+
+    def _with_storage(self, dashboard: dict[str, Any], cached: bool) -> dict[str, Any]:
+        return dashboard
+
+
+class BackfillHistoryHelperTests(unittest.TestCase):
+    def test_select_open_trade_dates_skips_weekends_and_holidays(self) -> None:
+        rows = [
+            {"cal_date": "20260821", "is_open": 1, "pretrade_date": "20260820"},
+            {"cal_date": "20260822", "is_open": 0, "pretrade_date": "20260821"},  # Sat
+            {"cal_date": "20260823", "is_open": 0, "pretrade_date": "20260821"},  # Sun
+            {"cal_date": "20260824", "is_open": 1, "pretrade_date": "20260821"},
+            {"cal_date": "20260825", "is_open": 1, "pretrade_date": "20260824"},
+            {"cal_date": "20260826", "is_open": 1, "pretrade_date": "20260825"},
+            {"cal_date": "20260827", "is_open": 1, "pretrade_date": "20260826"},
+        ]
+        selected = select_open_trade_dates(rows, "20260827", 4)
+        self.assertEqual(selected, ["20260824", "20260825", "20260826", "20260827"])
+
+    def test_range_mode_reports_non_trading_days_separately(self) -> None:
+        rows = [
+            {"cal_date": "20260821", "is_open": 1},
+            {"cal_date": "20260824", "is_open": 1},
+        ]
+        open_dates, skipped = select_open_trade_dates_in_range(
+            rows, "20260821", "20260824"
+        )
+        self.assertEqual(open_dates, ["20260821", "20260824"])
+        self.assertEqual(skipped, ["20260822", "20260823"])
+
+    def test_classify_snapshot_coverage_finds_real_gaps(self) -> None:
+        coverage = classify_snapshot_coverage(
+            ["20260824", "20260825", "20260826", "20260827"],
+            ["20260824", "20260827"],
+        )
+        self.assertEqual(coverage["missing"], ["20260825", "20260826"])
+        self.assertEqual(coverage["present"], ["20260824", "20260827"])
+
+
+class ContiguousHistoryGapTests(unittest.TestCase):
+    def test_missing_previous_trade_day_collapses_to_today(self) -> None:
+        payloads = [
+            _snapshot("20260824", "20260821"),
+            _snapshot("20260827", "20260826"),  # gap: 20260826 missing
+        ]
+        series = latest_contiguous_history(build_sentiment_history(payloads))
+        self.assertEqual([row["trade_date"] for row in series], ["20260827"])
+
+    def test_continuous_history_keeps_full_tail(self) -> None:
+        payloads = [
+            _snapshot("20260825", "20260824"),
+            _snapshot("20260826", "20260825"),
+            _snapshot("20260827", "20260826"),
+        ]
+        series = latest_contiguous_history(build_sentiment_history(payloads))
+        self.assertEqual(
+            [row["trade_date"] for row in series],
+            ["20260825", "20260826", "20260827"],
+        )
+
+
+class SnapshotBackfillServiceTests(unittest.TestCase):
+    def setUp(self) -> None:
+        self.temporary = tempfile.TemporaryDirectory()
+        self.db_path = Path(self.temporary.name) / "review.db"
+        self.database = ReviewDatabase(self.db_path)
+        self.service = _BackfillHarness(self.database)
+        self.service._calendar_rows = [
+            {"cal_date": "20260820", "is_open": 1, "pretrade_date": "20260819"},
+            {"cal_date": "20260821", "is_open": 1, "pretrade_date": "20260820"},
+            {"cal_date": "20260822", "is_open": 0, "pretrade_date": "20260821"},
+            {"cal_date": "20260823", "is_open": 0, "pretrade_date": "20260821"},
+            {"cal_date": "20260824", "is_open": 1, "pretrade_date": "20260821"},
+            {"cal_date": "20260825", "is_open": 1, "pretrade_date": "20260824"},
+            {"cal_date": "20260826", "is_open": 1, "pretrade_date": "20260825"},
+            {"cal_date": "20260827", "is_open": 1, "pretrade_date": "20260826"},
+        ]
+        # Sparse history mimicking .11: keep 0824 and today, miss 0825/0826.
+        self.database.save_snapshot("20260824", "tushare", _snapshot("20260824", "20260821"))
+        self.database.save_snapshot("20260827", "tushare", _snapshot("20260827", "20260826"))
+
+    def tearDown(self) -> None:
+        self.temporary.cleanup()
+
+    def test_recent_backfill_fills_gap_and_restores_history(self) -> None:
+        before = self.service.sentiment_history("20260827", 20)
+        self.assertEqual(before["available_days"], 1)
+
+        with patch(
+            "backend.features.market.service.create_sqlite_backup",
+            return_value=Path(self.temporary.name) / "fake-backup.db",
+        ) as backup:
+            audit = self.service.backfill_recent_trading_days(
+                end_date="20260827",
+                lookback=4,
+                dry_run=False,
+                create_backup=True,
+            )
+
+        backup.assert_called_once()
+        self.assertEqual(sorted(self.service.sync_calls), ["20260825", "20260826"])
+        self.assertEqual(audit["missing"], ["2026-08-25", "2026-08-26"])
+        self.assertEqual(sorted(audit["created_dates"]), ["2026-08-25", "2026-08-26"])
+        after = self.service.sentiment_history("20260827", 20)
+        self.assertGreaterEqual(after["available_days"], 4)
+        self.assertEqual(
+            [row["trade_date"] for row in after["rows"]],
+            ["20260824", "20260825", "20260826", "20260827"],
+        )
+
+    def test_dry_run_does_not_write_snapshots(self) -> None:
+        audit = self.service.backfill_recent_trading_days(
+            end_date="20260827",
+            lookback=4,
+            dry_run=True,
+            create_backup=True,
+        )
+        self.assertTrue(audit["dry_run"])
+        self.assertEqual(self.service.sync_calls, [])
+        self.assertIsNone(audit["backup_path"])
+        self.assertEqual(
+            self.database.list_snapshot_trade_dates("20260824", "20260827"),
+            ["20260824", "20260827"],
+        )
+
+    def test_repeat_execution_skips_existing_days(self) -> None:
+        with patch(
+            "backend.features.market.service.create_sqlite_backup",
+            return_value=Path(self.temporary.name) / "fake-backup.db",
+        ):
+            first = self.service.backfill_recent_trading_days(
+                end_date="20260827", lookback=4
+            )
+            self.service.sync_calls.clear()
+            second = self.service.backfill_recent_trading_days(
+                end_date="20260827", lookback=4
+            )
+        self.assertEqual(first["succeeded_count"], 2)
+        self.assertEqual(self.service.sync_calls, [])
+        self.assertEqual(second["missing_count"], 0)
+        self.assertEqual(second["skipped_count"], 4)
+        self.assertIsNone(second["backup_path"])
+
+    def test_partial_failure_continues_remaining_days(self) -> None:
+        self.service._fail_dates.add("20260825")
+        with patch(
+            "backend.features.market.service.create_sqlite_backup",
+            return_value=Path(self.temporary.name) / "fake-backup.db",
+        ):
+            audit = self.service.backfill_recent_trading_days(
+                end_date="20260827", lookback=4
+            )
+        self.assertFalse(audit["ok"])
+        self.assertEqual(audit["failed_count"], 1)
+        self.assertEqual(audit["succeeded_count"], 1)
+        self.assertIn("20260826", self.database.list_snapshot_trade_dates())
+        self.assertNotIn("20260825", self.database.list_snapshot_trade_dates())
+
+    def test_range_backfill_skips_weekend_without_treating_as_error(self) -> None:
+        with patch(
+            "backend.features.market.service.create_sqlite_backup",
+            return_value=Path(self.temporary.name) / "fake-backup.db",
+        ):
+            audit = self.service.backfill(
+                start_date="2026-08-21",
+                end_date="2026-08-24",
+            )
+        self.assertEqual(audit["mode"], "range")
+        self.assertEqual(audit["skipped_non_trading_days"], ["2026-08-22", "2026-08-23"])
+        self.assertEqual(sorted(self.service.sync_calls), ["20260821"])
+        self.assertTrue(audit["ok"])
+
+    def test_sqlite_backup_api_creates_restorable_copy(self) -> None:
+        backup_dir = Path(self.temporary.name) / "backups"
+        backup = create_sqlite_backup(
+            self.db_path,
+            backup_dir,
+            label="pre-recent-backfill",
+            stamped_at=datetime(2026, 8, 27, 15, 30, 0),
+        )
+        self.assertTrue(backup.exists())
+        self.assertIn("pre-recent-backfill-20260827-153000", backup.name)
+        restored = ReviewDatabase(backup)
+        self.assertEqual(
+            restored.list_snapshot_trade_dates(),
+            ["20260824", "20260827"],
+        )
+
+    def test_audit_lists_only_snapshot_related_write_tables(self) -> None:
+        audit = build_backfill_audit(
+            mode="recent",
+            end_date="20260827",
+            lookback=60,
+            coverage={"trade_dates": [], "present": [], "missing": [], "present_count": 0, "missing_count": 0},
+        )
+        self.assertEqual(
+            audit["write_tables"],
+            ["dashboard_snapshots", "data_snapshots", "sync_runs"],
+        )
+        self.assertNotIn("users", audit["write_tables"])
+        self.assertNotIn("system_settings", audit["write_tables"])
+
+
+if __name__ == "__main__":
+    unittest.main()

tools/README.md

@@ -17,6 +17,15 @@ registry, and verification tools.
   `backend/features/*/routes.py` owners.
 - `python tools/build_architecture_inventory.py [--check]`: generate or verify
   `config/architecture-inventory.json` from the current source tree.
+- `python tools/backfill_recent_snapshots.py --account <admin> [--lookback 60] [--dry-run]`:
+  auditable recent trading-day dashboard snapshot backfill. See
+  `docs/maintenance/行情历史补档.md`.
+- `bash tools/build_image.sh <commit> <tag>`: the only sanctioned way to build the
+  production Docker image. Streams `git archive <commit>` to the deploy host over SSH
+  (default `moxiaobai@192.168.200.11`), refuses tags that do not end with the commit
+  short SHA, verifies the revision label after the build, and appends a record to
+  `~/xiaobai-build/BUILD_LOG.tsv` on the host. Building from any server-side working
+  tree is forbidden; see `DOCKER_DEPLOY.md`.
 
 `verify_baseline.py` does not inspect a parent checkout or skip tests according to files outside
 this application. Historical comparison scripts were retired after final standalone acceptance;

tools/backfill_recent_snapshots.py

@@ -0,0 +1,112 @@
+#!/usr/bin/env python3
+"""Auditable recent trading-day dashboard snapshot backfill.
+
+Examples:
+
+  python tools/backfill_recent_snapshots.py --account admin --dry-run
+  python tools/backfill_recent_snapshots.py --account admin --lookback 60
+  python tools/backfill_recent_snapshots.py --account admin --end-date 2026-08-27 --force
+"""
+
+from __future__ import annotations
+
+import argparse
+import json
+import sys
+from datetime import date
+from pathlib import Path
+
+ROOT = Path(__file__).resolve().parents[1]
+if str(ROOT) not in sys.path:
+    sys.path.insert(0, str(ROOT))
+
+from backend.application import SERVICE
+from backend.bootstrap.config import normalize_date
+from backend.features.market.backfill_history import DEFAULT_RECENT_TRADING_DAYS
+
+
+def main() -> None:
+    parser = argparse.ArgumentParser(
+        description="Backfill the latest N real trading-day dashboard snapshots"
+    )
+    parser.add_argument(
+        "--account",
+        required=True,
+        help="Account that can resolve the shared Tushare token",
+    )
+    parser.add_argument(
+        "--end-date",
+        default=date.today().isoformat(),
+        help="Inclusive end date YYYY-MM-DD (default: today)",
+    )
+    parser.add_argument(
+        "--lookback",
+        type=int,
+        default=DEFAULT_RECENT_TRADING_DAYS,
+        help=f"Number of open trading days to cover (default {DEFAULT_RECENT_TRADING_DAYS}, max 60)",
+    )
+    parser.add_argument(
+        "--dry-run",
+        action="store_true",
+        help="Plan only: classify missing gaps without writing",
+    )
+    parser.add_argument(
+        "--force",
+        action="store_true",
+        help="Re-sync days that already have snapshots",
+    )
+    parser.add_argument(
+        "--no-backup",
+        action="store_true",
+        help="Skip the SQLite backup API step (not recommended)",
+    )
+    parser.add_argument(
+        "--json",
+        action="store_true",
+        help="Print the full audit payload as JSON",
+    )
+    args = parser.parse_args()
+
+    user = SERVICE.database.user_by_username(args.account.strip())
+    if not user:
+        raise SystemExit("account not found")
+    SERVICE.bind_user(int(user["id"]))
+
+    end_date = normalize_date(args.end_date)
+    audit = SERVICE.backfill_recent_trading_days(
+        end_date=end_date,
+        lookback=args.lookback,
+        dry_run=args.dry_run,
+        force=args.force,
+        create_backup=not args.no_backup,
+    )
+
+    if args.json:
+        print(json.dumps(audit, ensure_ascii=False, indent=2))
+        raise SystemExit(0 if audit.get("ok") else 1)
+
+    print(
+        f"mode={audit['mode']} end={audit['end_date']} lookback={audit['lookback']} "
+        f"dry_run={audit['dry_run']}"
+    )
+    print(
+        f"present={audit['present_count']} missing={audit['missing_count']} "
+        f"succeeded={audit['succeeded_count']} skipped={audit['skipped_count']} "
+        f"failed={audit['failed_count']}"
+    )
+    if audit.get("backup_path"):
+        print(f"backup={audit['backup_path']}")
+    if audit.get("missing"):
+        print("missing_dates=" + ",".join(audit["missing"]))
+    if audit.get("created_dates"):
+        print("created_dates=" + ",".join(audit["created_dates"]))
+    failed = [row for row in audit.get("results") or [] if row.get("status") == "failed"]
+    for row in failed:
+        print(f"failed {row.get('requested_date')}: {row.get('error')}")
+    if not audit.get("ok"):
+        raise SystemExit(1)
+    print("backfill complete")
+
+
+if __name__ == "__main__":
+    main()

tools/build_api_registry.py

@@ -50,7 +50,13 @@ def _owner(path: str) -> str:
 
 
 def _role(method: str, path: str) -> str:
-    if path == "/api/health" or path in {"/api/auth/register", "/api/auth/login"}:
+    if path == "/api/health" or path in {
+        "/api/auth/register",
+        "/api/auth/login",
+        "/api/auth/accounts",
+        "/api/auth/switch",
+        "/api/auth/forget",
+    }:
         return "public"
     from api_access import required_role
 

tools/build_image.sh

@@ -0,0 +1,92 @@
+#!/usr/bin/env bash
+# 小白复盘唯一安全构建入口（HEL-235 固化）
+# 方式：从明确 Git 提交 git archive 流式传输到部署机 docker build，不使用任何服务器工作树。
+# 铁律：禁止在服务器目录（如 /opt/1panel/docker/compose/xiaobaifupan）里 docker build；
+#       禁止构建 latest 等不带提交短号的 tag；严禁向 192.168.200.36 构建或部署。
+set -euo pipefail
+
+HOST_DEFAULT="moxiaobai@192.168.200.11"
+REPO_NAME="xiaobai-review"
+
+usage() {
+  cat <<'EOF'
+用法: tools/build_image.sh <commit> <tag>
+  <commit>  提交号（完整或前缀），必须能被 origin 解析；构建前会自动 fetch
+  <tag>     镜像 tag，必须以 -<提交短号7位> 结尾，锁定镜像来源；禁止 latest、rollback-*
+示例: tools/build_image.sh cefc86917d89 verify-hel235-cefc869
+说明: 仅构建镜像，不启动、不替换任何容器；换版与回滚另行人工执行。
+EOF
+  exit 2
+}
+
+[ $# -eq 2 ] || usage
+COMMIT="$1"
+TAG="$2"
+HOST="${XB_BUILD_HOST:-$HOST_DEFAULT}"
+
+case "$HOST" in
+  *192.168.200.36*)
+    echo "拒绝：192.168.200.36 已永久废弃，严禁在其上构建或部署。" >&2
+    exit 1
+    ;;
+esac
+
+cd "$(git rev-parse --show-toplevel)"
+
+echo "==> 同步远端引用"
+git fetch origin --prune --quiet
+
+FULL_SHA="$(git rev-parse --verify --quiet "${COMMIT}^{commit}" || true)"
+if [ -z "$FULL_SHA" ]; then
+  echo "拒绝：提交 ${COMMIT} 无法解析。构建源必须锁定到已推送 origin 的明确提交。" >&2
+  exit 1
+fi
+SHORT="${FULL_SHA:0:7}"
+SUBJECT="$(git log -1 --format=%s "$FULL_SHA")"
+
+case "$TAG" in
+  latest)
+    echo "拒绝：禁止构建 latest，模糊 tag 无法追溯来源提交。" >&2
+    exit 1
+    ;;
+  rollback-*)
+    echo "拒绝：rollback-* 是部署时对既有镜像的人工 docker tag，不允许用来构建。" >&2
+    exit 1
+    ;;
+esac
+if [[ "$TAG" != *-"$SHORT" ]]; then
+  echo "拒绝：tag「${TAG}」必须以 -${SHORT} 结尾，保证镜像 tag 与来源提交一一对应。" >&2
+  exit 1
+fi
+
+echo "==> 构建计划"
+echo "    提交: ${FULL_SHA}  ${SUBJECT}"
+echo "    镜像: ${REPO_NAME}:${TAG}  @ ${HOST}"
+echo "    方式: git archive 流式构建（不读取服务器上任何代码目录）"
+
+echo "==> 流式构建开始"
+git archive --format=tar "$FULL_SHA" \
+  | ssh -o BatchMode=yes "$HOST" docker build --rm \
+      -t "${REPO_NAME}:${TAG}" \
+      --label "org.opencontainers.image.revision=${FULL_SHA}" \
+      --label "org.opencontainers.image.created=$(date -u +%Y-%m-%dT%H:%M:%SZ)" \
+      --label "org.opencontainers.image.source=git-archive-stream" \
+      -
+
+echo "==> 回读校验镜像内记录的提交号"
+GOT="$(ssh -o BatchMode=yes "$HOST" "docker image inspect ${REPO_NAME}:${TAG} --format '{{index .Config.Labels \"org.opencontainers.image.revision\"}}'" 2>/dev/null || true)"
+if [ "$GOT" != "$FULL_SHA" ]; then
+  echo "校验失败：镜像 revision='${GOT:-<空>}'，期望 ${FULL_SHA}。删除不可信镜像，中止。" >&2
+  ssh -o BatchMode=yes "$HOST" docker rmi "${REPO_NAME}:${TAG}" >/dev/null 2>&1 || true
+  exit 1
+fi
+
+IMAGE_ID="$(ssh -o BatchMode=yes "$HOST" "docker image inspect ${REPO_NAME}:${TAG} --format '{{.Id}}'")"
+SHORT_ID="${IMAGE_ID##*:}"
+
+ssh -o BatchMode=yes "$HOST" \
+  "mkdir -p ~/xiaobai-build && printf '%s\t%s\t%s\t%s\tgit-archive-stream\n' \"\$(date '+%F %T')\" ${REPO_NAME}:${TAG} ${FULL_SHA} ${SHORT_ID} >> ~/xiaobai-build/BUILD_LOG.tsv"
+
+echo "==> 完成"
+echo "    ${REPO_NAME}:${TAG}  (${SHORT_ID})"
+echo "    来源提交 ${FULL_SHA} 已写入镜像 label 与 ~/xiaobai-build/BUILD_LOG.tsv"