feat: integrate dashboard community monitor

2026-06-28 00:56:39 +08:00 · 2026-06-28 00:56:39 +08:00 · fe5573461c
commit fe5573461c
parent 3c7f8fab99
18 changed files with 2961 additions and 4 deletions
--- a/.gitignore
+++ b/.gitignore
@ -125,3 +125,7 @@ __pycache__/
 /DOC/marketing/email_outreach/exports/*.mbox
 /DOC/marketing/email_outreach/exports/*.eml
 /DOC/marketing/email_outreach/reports/*first_pass_triage*
+
+# Dashboard private runtime config. Community-monitor sqlite is intentionally tracked for now.
+/Tools/Dashboard/private/*.env
+/Tools/Dashboard/data/community_monitor/twitter-runs/
--- a/Tools/Dashboard/community_monitor.env.example
+++ b/Tools/Dashboard/community_monitor.env.example
@ -0,0 +1,22 @@
+OPENROUTER_API_KEY=
+APP_ID=3774440
+PRODUCT_NAME=帝国幻想乡~TOHOTOPIA
+DATABASE_PATH=data/community_monitor/tohotopia_monitor.sqlite3
+SYNC_INTERVAL_MINUTES=30
+AUTO_SYNC_ENABLED=true
+TWITTER_ENABLED=false
+TWITTER_USERNAME=Tohotopia
+TWITTER_BROWSER_PROVIDER=existing
+TWITTER_OUTPUT_DIR=data/community_monitor/twitter-runs
+TWITTER_FULL_MAX_NO_NEW=6
+TWITTER_INCREMENTAL_MAX_NO_NEW=2
+TWITTER_THREAD_MAX_NO_NEW=3
+TWITTER_COMMAND_TIMEOUT_SECONDS=900
+TWITTER_FULL_REPLY_POST_LIMIT=0
+TWITTER_INCREMENTAL_REPLY_PARENT_LIMIT=20
+DISCUSSION_FULL_SCAN_MAX_PAGES=500
+DISCUSSION_INCREMENTAL_MAX_PAGES=5
+FULL_SCAN_TIME_LIMIT_SECONDS=7200
+OPENROUTER_MODEL=deepseek/deepseek-v4-pro
+OPENROUTER_REFERER=http://localhost:8080
+OPENROUTER_TITLE=TH1 Dashboard Community Monitor
--- a/Tools/Dashboard/community_monitor/init.py
+++ b/Tools/Dashboard/community_monitor/init.py
@ -0,0 +1 @@
+"""TOHOTOPIA community monitor."""
--- a/Tools/Dashboard/community_monitor/api.py
+++ b/Tools/Dashboard/community_monitor/api.py
@ -0,0 +1,393 @@
+from __future__ import annotations
+
+from hashlib import sha1
+import json
+import threading
+import time
+from pathlib import Path
+from typing import Any
+
+from .config import ENV_PATH, get_settings
+from .db import decode_json, init_db, session
+from .models import RawItem
+
+
+sync_lock = threading.Lock()
+analysis_lock = threading.Lock()
+_background_started = False
+_stop_event = threading.Event()
+
+
+STATUS_LABELS = {
+    "new": "未处理",
+    "read": "已读",
+    "needs_reply": "待回复",
+    "replied": "已回复",
+    "needs_fix": "待修复",
+    "archived": "已归档",
+}
+
+
+def ensure_database() -> Path:
+    settings = get_settings()
+    with session(settings.database_path) as conn:
+        init_db(conn)
+    return settings.database_path
+
+
+def start_background_sync() -> None:
+    global _background_started
+    if _background_started:
+        return
+    _background_started = True
+    settings = get_settings()
+    ensure_database()
+    if not settings.auto_sync_enabled:
+        return
+    thread = threading.Thread(target=_sync_loop, name="dashboard-community-monitor-sync", daemon=True)
+    thread.start()
+
+
+def _sync_loop() -> None:
+    settings = get_settings()
+    interval_seconds = max(settings.sync_interval_minutes, 1) * 60
+    while not _stop_event.wait(interval_seconds):
+        if not sync_lock.acquire(blocking=False):
+            continue
+        try:
+            from .sync import run_sync
+
+            with session(settings.database_path) as conn:
+                run_sync(conn, settings, full=False)
+        except Exception:
+            pass
+        finally:
+            sync_lock.release()
+
+
+def status() -> dict[str, Any]:
+    settings = get_settings()
+    exists = settings.database_path.exists()
+    ensure_database()
+    return {
+        "databasePath": str(settings.database_path),
+        "databaseExists": exists,
+        "envPath": str(ENV_PATH),
+        "envExists": ENV_PATH.exists(),
+        "autoSyncEnabled": settings.auto_sync_enabled,
+        "syncIntervalMinutes": settings.sync_interval_minutes,
+        "twitterEnabled": settings.twitter_enabled,
+        "openrouterConfigured": bool(settings.openrouter_api_key),
+        "model": settings.openrouter_model,
+    }
+
+
+def overview() -> dict[str, Any]:
+    settings = get_settings()
+    ensure_database()
+    with session(settings.database_path) as conn:
+        metrics = conn.execute(
+            """
+            SELECT
+                COUNT(*) AS total,
+                SUM(CASE WHEN w.status = 'new' THEN 1 ELSE 0 END) AS new_count,
+                SUM(CASE WHEN a.is_negative = 1 THEN 1 ELSE 0 END) AS negative_count,
+                SUM(CASE WHEN a.has_actionable_feedback = 1 THEN 1 ELSE 0 END) AS actionable_count,
+                SUM(CASE WHEN a.reply_recommended = 1 THEN 1 ELSE 0 END) AS reply_count,
+                SUM(CASE WHEN a.priority = 'high' THEN 1 ELSE 0 END) AS high_count,
+                SUM(CASE WHEN r.analysis_status = 'done' THEN 1 ELSE 0 END) AS analyzed_count,
+                SUM(CASE WHEN r.analysis_status = 'pending' THEN 1 ELSE 0 END) AS pending_count,
+                SUM(CASE WHEN r.analysis_status = 'error' THEN 1 ELSE 0 END) AS error_count
+            FROM raw_items r
+            LEFT JOIN analysis_results a ON a.raw_item_id = r.id
+            LEFT JOIN work_items w ON w.raw_item_id = r.id
+            """
+        ).fetchone()
+        by_source = conn.execute(
+            """
+            SELECT source, COUNT(*) AS count
+            FROM raw_items
+            GROUP BY source
+            ORDER BY count DESC
+            """
+        ).fetchall()
+        runs = conn.execute(
+            "SELECT * FROM sync_runs ORDER BY started_at DESC LIMIT 8"
+        ).fetchall()
+    return {
+        "status": status(),
+        "metrics": _metrics_dict(metrics),
+        "bySource": [_row_to_dict(row) for row in by_source],
+        "runs": [_public_run(row) for row in runs],
+        "statusLabels": STATUS_LABELS,
+    }
+
+
+def list_items(filters: dict[str, str]) -> dict[str, Any]:
+    settings = get_settings()
+    ensure_database()
+    page = max(_int(filters.get("page"), 1), 1)
+    page_size = min(max(_int(filters.get("pageSize"), 80), 20), 200)
+    offset = (page - 1) * page_size
+    where, params = _where(filters)
+    with session(settings.database_path) as conn:
+        total = conn.execute(
+            f"""
+            SELECT COUNT(*) AS total
+            FROM raw_items r
+            LEFT JOIN analysis_results a ON a.raw_item_id = r.id
+            LEFT JOIN work_items w ON w.raw_item_id = r.id
+            {where}
+            """,
+            params,
+        ).fetchone()["total"]
+        rows = conn.execute(
+            f"""
+            SELECT r.*, a.sentiment, a.is_positive, a.is_negative,
+                   a.has_actionable_feedback, a.feedback_types, a.reply_recommended,
+                   a.reply_priority, a.reply_suggestion, a.summary, a.priority,
+                   a.confidence, a.reason, a.analyzed_at, w.status, w.owner, w.notes,
+                   w.last_handled_at, w.updated_at AS work_updated_at
+            FROM raw_items r
+            LEFT JOIN analysis_results a ON a.raw_item_id = r.id
+            LEFT JOIN work_items w ON w.raw_item_id = r.id
+            {where}
+            ORDER BY
+                COALESCE(a.reply_recommended, 0) DESC,
+                COALESCE(r.published_at, r.collected_at) DESC,
+                r.collected_at DESC,
+                r.id DESC
+            LIMIT ? OFFSET ?
+            """,
+            [*params, page_size, offset],
+        ).fetchall()
+    return {
+        "items": [_public_item(row) for row in rows],
+        "page": page,
+        "pageSize": page_size,
+        "total": int(total or 0),
+        "statusLabels": STATUS_LABELS,
+    }
+
+
+def trigger_sync(full: bool = False, platforms: list[str] | None = None) -> dict[str, Any]:
+    ensure_database()
+    if not sync_lock.acquire(blocking=False):
+        return {"success": False, "error": "已有同步任务正在运行"}
+    thread = threading.Thread(
+        target=_run_sync_background,
+        args=(full, platforms),
+        name="community-monitor-manual-sync",
+        daemon=True,
+    )
+    thread.start()
+    return {"success": True, "message": "同步已在后台开始"}
+
+
+def trigger_analyze(limit: int = 20) -> dict[str, Any]:
+    ensure_database()
+    if not analysis_lock.acquire(blocking=False):
+        return {"success": False, "error": "已有补跑分析正在运行"}
+    thread = threading.Thread(
+        target=_run_analysis_background,
+        args=(limit,),
+        name="community-monitor-analysis",
+        daemon=True,
+    )
+    thread.start()
+    return {"success": True, "message": f"补跑分析已开始，每批最多 {limit} 条"}
+
+
+def update_work(raw_item_id: int, payload: dict[str, Any]) -> dict[str, Any]:
+    status_value = str(payload.get("status") or "new")
+    if status_value not in STATUS_LABELS:
+        status_value = "new"
+    owner = str(payload.get("owner") or "")
+    notes = str(payload.get("notes") or "")
+    now = int(time.time())
+    settings = get_settings()
+    ensure_database()
+    with session(settings.database_path) as conn:
+        conn.execute(
+            """
+            UPDATE work_items
+            SET status = ?, owner = ?, notes = ?, updated_at = ?,
+                last_handled_at = CASE WHEN ? != 'new' THEN ? ELSE last_handled_at END
+            WHERE raw_item_id = ?
+            """,
+            (status_value, owner, notes, now, status_value, now, raw_item_id),
+        )
+    return {"success": True}
+
+
+def create_manual_item(payload: dict[str, Any]) -> dict[str, Any]:
+    source_name = str(payload.get("sourceName") or payload.get("source_name") or "").strip()
+    source_url = str(payload.get("sourceUrl") or payload.get("source_url") or "").strip()
+    title = str(payload.get("title") or "").strip()
+    author_name = str(payload.get("authorName") or payload.get("author_name") or "").strip()
+    published_at_text = str(payload.get("publishedAtText") or payload.get("published_at_text") or "").strip()
+    content = str(payload.get("content") or "").strip()
+    owner = str(payload.get("owner") or "").strip()
+    notes = str(payload.get("notes") or "").strip()
+    status_value = str(payload.get("status") or "new")
+    if status_value not in STATUS_LABELS:
+        status_value = "new"
+    if not source_name or not content:
+        return {"success": False, "error": "来源和正文不能为空"}
+
+    settings = get_settings()
+    ensure_database()
+    item = RawItem(
+        source="manual",
+        source_item_id=_manual_item_id(source_url, source_name, title, author_name, content),
+        source_url=source_url,
+        content_type="manual_note",
+        author_id=None,
+        author_name=author_name or source_name,
+        title=title or f"{source_name} 手动信息",
+        published_at=None,
+        published_at_text=published_at_text,
+        updated_at_source=None,
+        content=content,
+        raw={
+            "source_name": source_name,
+            "source_url": source_url,
+            "title": title,
+            "author_name": author_name,
+            "published_at_text": published_at_text,
+            "manual": True,
+        },
+    )
+    analysis_error = ""
+    now = int(time.time())
+    try:
+        from .openrouter import OpenRouterClient
+        from .sync import save_analysis, upsert_raw_item
+
+        analyzer = OpenRouterClient(settings)
+        with session(settings.database_path) as conn:
+            raw_item_id, inserted = upsert_raw_item(conn, item)
+            conn.execute(
+                """
+                UPDATE work_items
+                SET status = ?, owner = ?, notes = ?, updated_at = ?,
+                    last_handled_at = CASE WHEN ? != 'new' THEN ? ELSE last_handled_at END
+                WHERE raw_item_id = ?
+                """,
+                (status_value, owner, notes, now, status_value, now, raw_item_id),
+            )
+            try:
+                analysis = analyzer.analyze(item)
+                save_analysis(conn, raw_item_id, settings.openrouter_model, analysis)
+            except Exception as exc:
+                analysis_error = str(exc)
+                conn.execute(
+                    "UPDATE raw_items SET analysis_status = 'error' WHERE id = ?",
+                    (raw_item_id,),
+                )
+    finally:
+        if "analyzer" in locals():
+            analyzer.close()
+
+    return {
+        "success": True,
+        "inserted": inserted,
+        "analysisError": analysis_error,
+    }
+
+
+def _run_sync_background(full: bool, platforms: list[str] | None) -> None:
+    settings = get_settings()
+    try:
+        from .sync import run_sync
+
+        with session(settings.database_path) as conn:
+            run_sync(conn, settings, full=full, platforms=platforms)
+    finally:
+        sync_lock.release()
+
+
+def _run_analysis_background(limit: int) -> None:
+    settings = get_settings()
+    try:
+        from .sync import analyze_pending
+
+        with session(settings.database_path) as conn:
+            analyze_pending(conn, settings, limit=limit)
+    finally:
+        analysis_lock.release()
+
+
+def _where(filters: dict[str, str]) -> tuple[str, list[Any]]:
+    where = []
+    params: list[Any] = []
+    if filters.get("source"):
+        where.append("r.source = ?")
+        params.append(filters["source"])
+    if filters.get("contentType"):
+        where.append("r.content_type = ?")
+        params.append(filters["contentType"])
+    if filters.get("sentiment"):
+        where.append("a.sentiment = ?")
+        params.append(filters["sentiment"])
+    if filters.get("status"):
+        where.append("w.status = ?")
+        params.append(filters["status"])
+    if filters.get("analysisStatus"):
+        where.append("r.analysis_status = ?")
+        params.append(filters["analysisStatus"])
+    if filters.get("reply") == "1":
+        where.append("a.reply_recommended = 1")
+    if filters.get("actionable") == "1":
+        where.append("a.has_actionable_feedback = 1")
+    if filters.get("q"):
+        where.append("(r.content LIKE ? OR r.title LIKE ? OR a.summary LIKE ? OR r.author_name LIKE ?)")
+        like = f"%{filters['q']}%"
+        params.extend([like, like, like, like])
+    clause = "WHERE " + " AND ".join(where) if where else ""
+    return clause, params
+
+
+def _public_item(row: Any) -> dict[str, Any]:
+    raw = _row_to_dict(row)
+    raw["feedbackTypes"] = decode_json(raw.pop("feedback_types", None), [])
+    raw["raw"] = decode_json(raw.pop("raw_json", None), {})
+    bool_fields = [
+        "is_positive",
+        "is_negative",
+        "has_actionable_feedback",
+        "reply_recommended",
+    ]
+    for key in bool_fields:
+        raw[key] = bool(raw.get(key))
+    return raw
+
+
+def _public_run(row: Any) -> dict[str, Any]:
+    data = _row_to_dict(row)
+    data["stats"] = decode_json(data.pop("stats_json", None), {})
+    return data
+
+
+def _row_to_dict(row: Any) -> dict[str, Any]:
+    if row is None:
+        return {}
+    return {key: row[key] for key in row.keys()}
+
+
+def _metrics_dict(row: Any) -> dict[str, int]:
+    return {key: int(value or 0) for key, value in _row_to_dict(row).items()}
+
+
+def _int(value: Any, default: int) -> int:
+    try:
+        return int(value)
+    except (TypeError, ValueError):
+        return default
+
+
+def _manual_item_id(source_url: str, source_name: str, title: str, author_name: str, content: str) -> str:
+    seed = source_url.strip() or "\n".join(
+        [source_name.strip(), title.strip(), author_name.strip(), content.strip()]
+    )
+    return sha1(seed.encode("utf-8", errors="ignore")).hexdigest()
--- a/Tools/Dashboard/community_monitor/config.py
+++ b/Tools/Dashboard/community_monitor/config.py
@ -0,0 +1,109 @@
+from __future__ import annotations
+
+from dataclasses import dataclass
+from pathlib import Path
+import os
+
+
+ROOT_DIR = Path(__file__).resolve().parent.parent
+ENV_PATH = ROOT_DIR / "private" / "community_monitor.env"
+
+
+def _load_env_file(path: Path) -> None:
+    if not path.exists():
+        return
+    for raw_line in path.read_text(encoding="utf-8-sig").splitlines():
+        line = raw_line.strip()
+        if not line or line.startswith("#") or "=" not in line:
+            continue
+        key, value = line.split("=", 1)
+        key = key.strip()
+        value = value.strip().strip('"').strip("'")
+        if key and key not in os.environ:
+            os.environ[key] = value
+
+
+_load_env_file(ENV_PATH)
+
+
+def _int_env(name: str, default: int) -> int:
+    value = os.getenv(name)
+    if not value:
+        return default
+    return int(value)
+
+
+def _bool_env(name: str, default: bool) -> bool:
+    value = os.getenv(name)
+    if value is None:
+        return default
+    return value.strip().lower() in {"1", "true", "yes", "on"}
+
+
+@dataclass(frozen=True)
+class Settings:
+    app_id: str
+    product_name: str
+    database_path: Path
+    sync_interval_minutes: int
+    auto_sync_enabled: bool
+    twitter_enabled: bool
+    twitter_username: str
+    twitter_scraper_path: Path
+    twitter_output_dir: Path
+    twitter_browser_provider: str
+    twitter_full_max_no_new: int
+    twitter_incremental_max_no_new: int
+    twitter_thread_max_no_new: int
+    twitter_command_timeout_seconds: int
+    twitter_full_reply_post_limit: int
+    twitter_incremental_reply_parent_limit: int
+    discussion_full_scan_max_pages: int
+    discussion_incremental_max_pages: int
+    full_scan_time_limit_seconds: int
+    openrouter_api_key: str | None
+    openrouter_model: str
+    openrouter_referer: str
+    openrouter_title: str
+
+
+def get_settings() -> Settings:
+    database_path = Path(os.getenv("DATABASE_PATH", "data/community_monitor/tohotopia_monitor.sqlite3"))
+    if not database_path.is_absolute():
+        database_path = ROOT_DIR / database_path
+    twitter_scraper_path = Path(
+        os.getenv(
+            "TWITTER_SCRAPER_PATH",
+            str(Path.home() / ".codex" / "skills" / "social-media-scraper" / "scraper.py"),
+        )
+    )
+    if not twitter_scraper_path.is_absolute():
+        twitter_scraper_path = ROOT_DIR / twitter_scraper_path
+    twitter_output_dir = Path(os.getenv("TWITTER_OUTPUT_DIR", "任务/社媒数据/twitter-monitor"))
+    if not twitter_output_dir.is_absolute():
+        twitter_output_dir = ROOT_DIR / twitter_output_dir
+    return Settings(
+        app_id=os.getenv("APP_ID", "3774440"),
+        product_name=os.getenv("PRODUCT_NAME", "帝国幻想乡~TOHOTOPIA"),
+        database_path=database_path,
+        sync_interval_minutes=_int_env("SYNC_INTERVAL_MINUTES", 30),
+        auto_sync_enabled=_bool_env("AUTO_SYNC_ENABLED", True),
+        twitter_enabled=_bool_env("TWITTER_ENABLED", False),
+        twitter_username=os.getenv("TWITTER_USERNAME", "Tohotopia"),
+        twitter_scraper_path=twitter_scraper_path,
+        twitter_output_dir=twitter_output_dir,
+        twitter_browser_provider=os.getenv("TWITTER_BROWSER_PROVIDER", "existing"),
+        twitter_full_max_no_new=_int_env("TWITTER_FULL_MAX_NO_NEW", 6),
+        twitter_incremental_max_no_new=_int_env("TWITTER_INCREMENTAL_MAX_NO_NEW", 2),
+        twitter_thread_max_no_new=_int_env("TWITTER_THREAD_MAX_NO_NEW", 3),
+        twitter_command_timeout_seconds=_int_env("TWITTER_COMMAND_TIMEOUT_SECONDS", 900),
+        twitter_full_reply_post_limit=_int_env("TWITTER_FULL_REPLY_POST_LIMIT", 0),
+        twitter_incremental_reply_parent_limit=_int_env("TWITTER_INCREMENTAL_REPLY_PARENT_LIMIT", 20),
+        discussion_full_scan_max_pages=_int_env("DISCUSSION_FULL_SCAN_MAX_PAGES", 500),
+        discussion_incremental_max_pages=_int_env("DISCUSSION_INCREMENTAL_MAX_PAGES", 5),
+        full_scan_time_limit_seconds=_int_env("FULL_SCAN_TIME_LIMIT_SECONDS", 7200),
+        openrouter_api_key=os.getenv("OPENROUTER_API_KEY"),
+        openrouter_model=os.getenv("OPENROUTER_MODEL", "deepseek/deepseek-v4-pro"),
+        openrouter_referer=os.getenv("OPENROUTER_REFERER", "http://localhost:8080"),
+        openrouter_title=os.getenv("OPENROUTER_TITLE", "TH1 Dashboard Community Monitor"),
+    )
--- a/Tools/Dashboard/community_monitor/db.py
+++ b/Tools/Dashboard/community_monitor/db.py
@ -0,0 +1,121 @@
+from __future__ import annotations
+
+from contextlib import contextmanager
+from pathlib import Path
+import json
+import sqlite3
+from typing import Any, Iterator
+
+
+def connect(database_path: Path) -> sqlite3.Connection:
+    database_path.parent.mkdir(parents=True, exist_ok=True)
+    conn = sqlite3.connect(database_path)
+    conn.row_factory = sqlite3.Row
+    # Keep community monitor data in the main sqlite file while it is git-backed.
+    conn.execute("PRAGMA journal_mode=DELETE")
+    conn.execute("PRAGMA foreign_keys=ON")
+    return conn
+
+
+@contextmanager
+def session(database_path: Path) -> Iterator[sqlite3.Connection]:
+    conn = connect(database_path)
+    try:
+        yield conn
+        conn.commit()
+    except Exception:
+        conn.rollback()
+        raise
+    finally:
+        conn.close()
+
+
+def init_db(conn: sqlite3.Connection) -> None:
+    conn.executescript(
+        """
+        CREATE TABLE IF NOT EXISTS raw_items (
+            id INTEGER PRIMARY KEY AUTOINCREMENT,
+            source TEXT NOT NULL,
+            source_item_id TEXT NOT NULL,
+            source_url TEXT NOT NULL,
+            content_type TEXT NOT NULL,
+            author_id TEXT,
+            author_name TEXT,
+            title TEXT,
+            published_at INTEGER,
+            published_at_text TEXT,
+            collected_at INTEGER NOT NULL,
+            updated_at_source INTEGER,
+            content TEXT NOT NULL,
+            raw_json TEXT NOT NULL,
+            content_hash TEXT NOT NULL,
+            analysis_status TEXT NOT NULL DEFAULT 'pending',
+            UNIQUE(source, source_item_id)
+        );
+
+        CREATE TABLE IF NOT EXISTS analysis_results (
+            raw_item_id INTEGER PRIMARY KEY,
+            model TEXT NOT NULL,
+            sentiment TEXT NOT NULL,
+            is_positive INTEGER NOT NULL,
+            is_negative INTEGER NOT NULL,
+            has_actionable_feedback INTEGER NOT NULL,
+            feedback_types TEXT NOT NULL,
+            reply_recommended INTEGER NOT NULL,
+            reply_priority TEXT NOT NULL,
+            reply_suggestion TEXT NOT NULL,
+            summary TEXT NOT NULL,
+            priority TEXT NOT NULL,
+            confidence REAL NOT NULL,
+            reason TEXT NOT NULL,
+            model_json TEXT NOT NULL,
+            analyzed_at INTEGER NOT NULL,
+            FOREIGN KEY(raw_item_id) REFERENCES raw_items(id) ON DELETE CASCADE
+        );
+
+        CREATE TABLE IF NOT EXISTS work_items (
+            raw_item_id INTEGER PRIMARY KEY,
+            status TEXT NOT NULL DEFAULT 'new',
+            owner TEXT NOT NULL DEFAULT '',
+            notes TEXT NOT NULL DEFAULT '',
+            last_handled_at INTEGER,
+            created_at INTEGER NOT NULL,
+            updated_at INTEGER NOT NULL,
+            FOREIGN KEY(raw_item_id) REFERENCES raw_items(id) ON DELETE CASCADE
+        );
+
+        CREATE TABLE IF NOT EXISTS sync_state (
+            key TEXT PRIMARY KEY,
+            value TEXT NOT NULL,
+            updated_at INTEGER NOT NULL
+        );
+
+        CREATE TABLE IF NOT EXISTS sync_runs (
+            id INTEGER PRIMARY KEY AUTOINCREMENT,
+            started_at INTEGER NOT NULL,
+            finished_at INTEGER,
+            mode TEXT NOT NULL,
+            status TEXT NOT NULL,
+            message TEXT NOT NULL DEFAULT '',
+            stats_json TEXT NOT NULL DEFAULT '{}'
+        );
+
+        CREATE INDEX IF NOT EXISTS idx_raw_items_collected_at ON raw_items(collected_at DESC);
+        CREATE INDEX IF NOT EXISTS idx_raw_items_content_type ON raw_items(content_type);
+        CREATE INDEX IF NOT EXISTS idx_raw_items_analysis_status ON raw_items(analysis_status);
+        CREATE INDEX IF NOT EXISTS idx_work_items_status ON work_items(status);
+        """
+    )
+
+
+def encode_json(value: Any) -> str:
+    return json.dumps(value, ensure_ascii=False, separators=(",", ":"))
+
+
+def decode_json(value: str | None, default: Any = None) -> Any:
+    if value is None:
+        return default
+    try:
+        return json.loads(value)
+    except json.JSONDecodeError:
+        return default
--- a/Tools/Dashboard/community_monitor/models.py
+++ b/Tools/Dashboard/community_monitor/models.py
@ -0,0 +1,20 @@
+from __future__ import annotations
+
+from dataclasses import dataclass
+from typing import Any
+
+
+@dataclass(frozen=True)
+class RawItem:
+    source: str
+    source_item_id: str
+    source_url: str
+    content_type: str
+    author_id: str | None
+    author_name: str | None
+    title: str | None
+    published_at: int | None
+    published_at_text: str | None
+    updated_at_source: int | None
+    content: str
+    raw: dict[str, Any]
--- a/Tools/Dashboard/community_monitor/openrouter.py
+++ b/Tools/Dashboard/community_monitor/openrouter.py
@ -0,0 +1,238 @@
+from __future__ import annotations
+
+import json
+import re
+from typing import Any
+
+import httpx
+
+from .config import Settings
+from .models import RawItem
+
+
+DEFAULT_ANALYSIS = {
+    "sentiment": "neutral",
+    "is_positive": False,
+    "is_negative": False,
+    "has_actionable_feedback": False,
+    "feedback_types": [],
+    "reply_recommended": False,
+    "reply_priority": "none",
+    "reply_suggestion": "",
+    "summary": "",
+    "priority": "low",
+    "confidence": 0.0,
+    "reason": "",
+}
+
+
+TRANSLATION_SCHEMA = {
+    "type": "object",
+    "properties": {
+        "translated_content": {"type": "string"},
+    },
+    "required": ["translated_content"],
+    "additionalProperties": False,
+}
+
+
+SCHEMA = {
+    "type": "object",
+    "properties": {
+        "sentiment": {"type": "string", "enum": ["positive", "negative", "mixed", "neutral"]},
+        "is_positive": {"type": "boolean"},
+        "is_negative": {"type": "boolean"},
+        "has_actionable_feedback": {"type": "boolean"},
+        "feedback_types": {
+            "type": "array",
+            "items": {
+                "type": "string",
+                "enum": [
+                    "bug",
+                    "suggestion",
+                    "balance",
+                    "ui",
+                    "localization",
+                    "performance",
+                    "pricing",
+                    "content",
+                    "question",
+                    "other",
+                ],
+            },
+        },
+        "reply_recommended": {"type": "boolean"},
+        "reply_priority": {"type": "string", "enum": ["none", "low", "medium", "high"]},
+        "reply_suggestion": {"type": "string"},
+        "summary": {"type": "string"},
+        "priority": {"type": "string", "enum": ["low", "medium", "high"]},
+        "confidence": {"type": "number", "minimum": 0, "maximum": 1},
+        "reason": {"type": "string"},
+    },
+    "required": [
+        "sentiment",
+        "is_positive",
+        "is_negative",
+        "has_actionable_feedback",
+        "feedback_types",
+        "reply_recommended",
+        "reply_priority",
+        "reply_suggestion",
+        "summary",
+        "priority",
+        "confidence",
+        "reason",
+    ],
+    "additionalProperties": False,
+}
+
+
+class OpenRouterClient:
+    def __init__(self, settings: Settings) -> None:
+        self.settings = settings
+        self.enabled = bool(settings.openrouter_api_key)
+        self.client = httpx.Client(timeout=60)
+
+    def close(self) -> None:
+        self.client.close()
+
+    def analyze(self, item: RawItem) -> dict[str, Any]:
+        if not self.enabled:
+            raise MissingOpenRouterKey("OPENROUTER_API_KEY is not configured")
+
+        payload = {
+            "model": self.settings.openrouter_model,
+            "messages": [
+                {
+                    "role": "system",
+                    "content": (
+                        "你是独立游戏《帝国幻想乡~TOHOTOPIA》的社区运营助手。"
+                        "请判断 Steam、Twitter/X 等社区内容的情绪、是否包含具体可处理反馈、"
+                        "以及是否建议制作人回复。summary、reason、reply_suggestion 必须使用中文。"
+                        "只输出符合 JSON Schema 的 JSON。"
+                    ),
+                },
+                {
+                    "role": "user",
+                    "content": self._prompt(item),
+                },
+            ],
+            "temperature": 0.1,
+            "response_format": {
+                "type": "json_schema",
+                "json_schema": {
+                    "name": "community_item_analysis",
+                    "strict": True,
+                    "schema": SCHEMA,
+                },
+            },
+        }
+        headers = {
+            "Authorization": f"Bearer {self.settings.openrouter_api_key}",
+            "HTTP-Referer": self.settings.openrouter_referer,
+            "X-Title": self.settings.openrouter_title,
+        }
+        response = self.client.post(
+            "https://openrouter.ai/api/v1/chat/completions",
+            headers=headers,
+            json=payload,
+        )
+        response.raise_for_status()
+        data = response.json()
+        content = data["choices"][0]["message"]["content"]
+        parsed = self._parse_json(content)
+        return self._normalize(parsed)
+
+    def translate_to_chinese(self, content: str) -> str:
+        if not self.enabled:
+            raise MissingOpenRouterKey("OPENROUTER_API_KEY is not configured")
+
+        payload = {
+            "model": self.settings.openrouter_model,
+            "messages": [
+                {
+                    "role": "system",
+                    "content": (
+                        "你是独立游戏社区运营翻译助手。"
+                        "把用户提供的社区内容准确翻译成简体中文，保留原意、语气、问题细节、游戏术语、链接和编号。"
+                        "不要添加解释。只输出符合 JSON Schema 的 JSON。"
+                    ),
+                },
+                {
+                    "role": "user",
+                    "content": content[:6000],
+                },
+            ],
+            "temperature": 0,
+            "response_format": {
+                "type": "json_schema",
+                "json_schema": {
+                    "name": "manual_item_translation",
+                    "strict": True,
+                    "schema": TRANSLATION_SCHEMA,
+                },
+            },
+        }
+        headers = {
+            "Authorization": f"Bearer {self.settings.openrouter_api_key}",
+            "HTTP-Referer": self.settings.openrouter_referer,
+            "X-Title": self.settings.openrouter_title,
+        }
+        response = self.client.post(
+            "https://openrouter.ai/api/v1/chat/completions",
+            headers=headers,
+            json=payload,
+        )
+        response.raise_for_status()
+        data = response.json()
+        parsed = self._parse_json(data["choices"][0]["message"]["content"])
+        translated = str(parsed.get("translated_content") or "").strip()
+        return translated or content
+
+    def _prompt(self, item: RawItem) -> str:
+        metadata = {
+            "source": item.source,
+            "content_type": item.content_type,
+            "source_url": item.source_url,
+            "author": item.author_name,
+            "title": item.title,
+            "steam_review_voted_up": item.raw.get("voted_up"),
+            "language": item.raw.get("language"),
+            "in_reply_to": item.raw.get("parent_url") or item.raw.get("in_reply_to"),
+            "likes": item.raw.get("likes"),
+            "replies": item.raw.get("replies"),
+            "retweets": item.raw.get("retweets"),
+            "views": item.raw.get("views"),
+        }
+        return (
+            "请分析以下社区内容。\n\n"
+            f"元数据：{json.dumps(metadata, ensure_ascii=False)}\n\n"
+            f"正文：\n{item.content[:6000]}"
+        )
+
+    def _parse_json(self, content: str) -> dict[str, Any]:
+        try:
+            return json.loads(content)
+        except json.JSONDecodeError:
+            match = re.search(r"\{.*\}", content, re.S)
+            if not match:
+                raise
+            return json.loads(match.group(0))
+
+    def _normalize(self, value: dict[str, Any]) -> dict[str, Any]:
+        result = dict(DEFAULT_ANALYSIS)
+        result.update(value)
+        result["feedback_types"] = list(result.get("feedback_types") or [])
+        result["is_positive"] = bool(result.get("is_positive"))
+        result["is_negative"] = bool(result.get("is_negative"))
+        result["has_actionable_feedback"] = bool(result.get("has_actionable_feedback"))
+        result["reply_recommended"] = bool(result.get("reply_recommended"))
+        try:
+            result["confidence"] = float(result.get("confidence", 0.0))
+        except (TypeError, ValueError):
+            result["confidence"] = 0.0
+        return result
+
+
+class MissingOpenRouterKey(RuntimeError):
+    pass
--- a/Tools/Dashboard/community_monitor/steam.py
+++ b/Tools/Dashboard/community_monitor/steam.py
@ -0,0 +1,321 @@
+from __future__ import annotations
+
+from hashlib import sha1
+import re
+import time
+from typing import Any, Iterable
+from urllib.parse import parse_qs, quote, urljoin, urlparse
+
+from bs4 import BeautifulSoup
+import httpx
+
+from .models import RawItem
+
+
+STEAM_STORE = "https://store.steampowered.com"
+STEAM_COMMUNITY = "https://steamcommunity.com"
+
+
+HEADERS = {
+    "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 "
+    "(KHTML, like Gecko) Chrome/125.0 Safari/537.36",
+    "Accept-Language": "zh-CN,zh;q=0.9,en;q=0.8,ja;q=0.7",
+}
+
+
+def content_hash(text: str) -> str:
+    return sha1(text.encode("utf-8", errors="ignore")).hexdigest()
+
+
+def _text(node: Any) -> str:
+    return node.get_text(separator="\n", strip=True) if node else ""
+
+
+def _abs_url(url: str) -> str:
+    return urljoin(STEAM_COMMUNITY, url)
+
+
+def _topic_id_from_url(url: str) -> str:
+    match = re.search(r"/discussions/[^/]+/(\d+)", url)
+    if match:
+        return match.group(1)
+    return content_hash(url)
+
+
+def _reply_id(comment: Any, topic_id: str, author: str, timestamp: str, text: str) -> str:
+    node_id = comment.get("id", "")
+    if node_id:
+        return node_id
+    data_id = comment.get("data-commentid", "")
+    if data_id:
+        return data_id
+    return f"{topic_id}:{content_hash(author + timestamp + text)}"
+
+
+def parse_steam_time(text: str | None, now: int | None = None) -> int | None:
+    if not text:
+        return None
+    value = text.strip()
+    now_ts = now or int(time.time())
+    relative = re.match(r"^(\d+)\s*(分钟|小时|天|minute|minutes|hour|hours|day|days)\s*(以前|ago)?$", value, re.I)
+    if relative:
+        amount = int(relative.group(1))
+        unit = relative.group(2).lower()
+        seconds = {
+            "分钟": 60,
+            "minute": 60,
+            "minutes": 60,
+            "小时": 3600,
+            "hour": 3600,
+            "hours": 3600,
+            "天": 86400,
+            "day": 86400,
+            "days": 86400,
+        }[unit]
+        return now_ts - amount * seconds
+
+    absolute = re.match(
+        r"^(\d{1,2})\s*月\s*(\d{1,2})\s*日\s*(上午|下午)\s*(\d{1,2}):(\d{2})$",
+        value,
+    )
+    if absolute:
+        current = time.localtime(now_ts)
+        return _make_ts(
+            current.tm_year,
+            int(absolute.group(1)),
+            int(absolute.group(2)),
+            absolute.group(3),
+            int(absolute.group(4)),
+            int(absolute.group(5)),
+        )
+
+    absolute_with_year = re.match(
+        r"^(\d{4})\s*年\s*(\d{1,2})\s*月\s*(\d{1,2})\s*日\s*(上午|下午)\s*(\d{1,2}):(\d{2})$",
+        value,
+    )
+    if absolute_with_year:
+        return _make_ts(
+            int(absolute_with_year.group(1)),
+            int(absolute_with_year.group(2)),
+            int(absolute_with_year.group(3)),
+            absolute_with_year.group(4),
+            int(absolute_with_year.group(5)),
+            int(absolute_with_year.group(6)),
+        )
+    return None
+
+
+def _make_ts(year: int, month: int, day: int, ampm: str, hour: int, minute: int) -> int:
+    if ampm == "下午" and hour != 12:
+        hour += 12
+    if ampm == "上午" and hour == 12:
+        hour = 0
+    return int(time.mktime((year, month, day, hour, minute, 0, -1, -1, -1)))
+
+
+class SteamClient:
+    def __init__(self, app_id: str) -> None:
+        self.app_id = app_id
+        self.client = httpx.Client(headers=HEADERS, timeout=30, follow_redirects=True)
+        self.client.cookies.set("birthtime", "568022401", domain="steamcommunity.com")
+
+    def close(self) -> None:
+        self.client.close()
+
+    def fetch_reviews(self, max_pages: int | None = None) -> list[RawItem]:
+        cursor = "*"
+        page = 0
+        items: list[RawItem] = []
+        while True:
+            params = {
+                "json": "1",
+                "num_per_page": "100",
+                "language": "all",
+                "filter": "recent",
+                "purchase_type": "all",
+                "cursor": cursor,
+            }
+            response = self.client.get(f"{STEAM_STORE}/appreviews/{self.app_id}", params=params)
+            response.raise_for_status()
+            data = response.json()
+            reviews = data.get("reviews") or []
+            if not reviews:
+                break
+            for review in reviews:
+                items.append(self._review_to_item(review))
+            new_cursor = data.get("cursor") or cursor
+            page += 1
+            if new_cursor == cursor:
+                break
+            if max_pages and page >= max_pages:
+                break
+            cursor = new_cursor
+            time.sleep(0.25)
+        return items
+
+    def fetch_discussions(self, full: bool, max_pages: int, time_limit_seconds: int) -> list[RawItem]:
+        started = time.monotonic()
+        topic_urls: list[str] = []
+        seen_urls: set[str] = set()
+        for page in range(1, max_pages + 1):
+            if time.monotonic() - started > time_limit_seconds:
+                break
+            url = f"{STEAM_COMMUNITY}/app/{self.app_id}/discussions/"
+            if page > 1:
+                url = f"{url}?fp={page}"
+            html = self._get_text(url)
+            urls = self._extract_topic_urls(html)
+            new_urls = [u for u in urls if u not in seen_urls]
+            if not new_urls:
+                break
+            topic_urls.extend(new_urls)
+            seen_urls.update(new_urls)
+            if not full and page >= max_pages:
+                break
+            time.sleep(0.25)
+
+        items: list[RawItem] = []
+        for url in topic_urls:
+            if time.monotonic() - started > time_limit_seconds:
+                break
+            items.extend(self.fetch_discussion_topic(url))
+            time.sleep(0.35)
+        return items
+
+    def fetch_discussion_topic(self, url: str) -> list[RawItem]:
+        html = self._get_text(url)
+        soup = BeautifulSoup(html, "html.parser")
+        topic_id = _topic_id_from_url(url)
+        title = _text(soup.select_one("div.topic")) or _text(soup.select_one(".forum_topic_name"))
+        items: list[RawItem] = []
+
+        op = soup.select_one(".forum_op")
+        if op:
+            author_el = op.select_one(".authorline a")
+            date_el = op.select_one(".date")
+            date_text = _text(date_el)
+            content_el = op.select_one(".content")
+            author = _text(author_el)
+            content = _text(content_el)
+            source_url = url
+            if content:
+                items.append(
+                    RawItem(
+                        source="steam_discussions",
+                        source_item_id=f"topic:{topic_id}",
+                        source_url=source_url,
+                        content_type="discussion_topic",
+                        author_id=self._steam_id_from_author(author_el),
+                        author_name=author,
+                        title=title,
+                        published_at=parse_steam_time(date_text),
+                        published_at_text=date_text,
+                        updated_at_source=None,
+                        content=content,
+                        raw={
+                            "topic_id": topic_id,
+                            "topic_url": url,
+                            "title": title,
+                            "author": author,
+                            "date": date_text,
+                            "content": content,
+                        },
+                    )
+                )
+
+        for comment in soup.select(".commentthread_comment"):
+            author_el = comment.select_one(".commentthread_author_link")
+            date_el = comment.select_one(".commentthread_comment_timestamp")
+            text_el = comment.select_one(".commentthread_comment_text")
+            text = _text(text_el)
+            if not text:
+                continue
+            author = _text(author_el)
+            timestamp = _text(date_el)
+            reply_id = _reply_id(comment, topic_id, author, timestamp, text)
+            reply_url = f"{url}#{reply_id}" if reply_id else url
+            items.append(
+                RawItem(
+                    source="steam_discussions",
+                    source_item_id=f"reply:{topic_id}:{reply_id}",
+                    source_url=reply_url,
+                    content_type="discussion_reply",
+                    author_id=self._steam_id_from_author(author_el),
+                    author_name=author,
+                    title=title,
+                    published_at=parse_steam_time(timestamp),
+                    published_at_text=timestamp,
+                    updated_at_source=None,
+                    content=text,
+                    raw={
+                        "topic_id": topic_id,
+                        "topic_url": url,
+                        "reply_id": reply_id,
+                        "reply_url": reply_url,
+                        "title": title,
+                        "reply_author": author,
+                        "reply_time_text": timestamp,
+                        "reply_content": text,
+                    },
+                )
+            )
+        return items
+
+    def _review_to_item(self, review: dict[str, Any]) -> RawItem:
+        author = review.get("author") or {}
+        steam_id = str(author.get("steamid") or "")
+        recommendation_id = str(review.get("recommendationid"))
+        source_url = f"{STEAM_COMMUNITY}/profiles/{steam_id}/recommended/{self.app_id}/"
+        raw = dict(review)
+        raw["source_url"] = source_url
+        return RawItem(
+            source="steam_reviews",
+            source_item_id=f"review:{recommendation_id}",
+            source_url=source_url,
+            content_type="review",
+            author_id=steam_id or None,
+            author_name=author.get("personaname"),
+            title=None,
+            published_at=review.get("timestamp_created"),
+            published_at_text=None,
+            updated_at_source=review.get("timestamp_updated"),
+            content=review.get("review") or "",
+            raw=raw,
+        )
+
+    def _get_text(self, url: str) -> str:
+        response = self.client.get(url)
+        response.raise_for_status()
+        response.encoding = "utf-8"
+        return response.text
+
+    def _extract_topic_urls(self, html: str) -> list[str]:
+        soup = BeautifulSoup(html, "html.parser")
+        urls: list[str] = []
+        for link in soup.select("a.forum_topic_overlay, a.forum_topic_name"):
+            href = link.get("href")
+            if not href:
+                continue
+            url = _abs_url(href).split("?")[0]
+            if f"/app/{self.app_id}/discussions/" in url and url not in urls:
+                urls.append(url)
+        return urls
+
+    def _steam_id_from_author(self, author_el: Any) -> str | None:
+        if not author_el:
+            return None
+        href = author_el.get("href") or ""
+        parsed = urlparse(href)
+        if "/profiles/" in parsed.path:
+            return parsed.path.rstrip("/").split("/")[-1]
+        if "/id/" in parsed.path:
+            return parsed.path.rstrip("/").split("/")[-1]
+        query = parse_qs(parsed.query)
+        steam_id = query.get("steamid")
+        return steam_id[0] if steam_id else None
+
+
+def iter_nonempty(items: Iterable[RawItem]) -> Iterable[RawItem]:
+    for item in items:
+        if item.content.strip():
+            yield item
--- a/Tools/Dashboard/community_monitor/sync.py
+++ b/Tools/Dashboard/community_monitor/sync.py
@ -0,0 +1,366 @@
+from __future__ import annotations
+
+from collections import Counter
+from hashlib import sha1
+import sqlite3
+import time
+from typing import Any
+
+from .config import Settings
+from .db import decode_json, encode_json, init_db
+from .models import RawItem
+from .openrouter import OpenRouterClient
+from .steam import SteamClient, iter_nonempty
+from .twitter import TwitterClient, TwitterScrapeOptions
+
+
+def _now() -> int:
+    return int(time.time())
+
+
+def _hash(text: str) -> str:
+    return sha1(text.encode("utf-8", errors="ignore")).hexdigest()
+
+
+def upsert_raw_item(conn: sqlite3.Connection, item: RawItem) -> tuple[int, bool]:
+    now = _now()
+    item_hash = _hash(item.content)
+    existing = conn.execute(
+        "SELECT id, content_hash FROM raw_items WHERE source = ? AND source_item_id = ?",
+        (item.source, item.source_item_id),
+    ).fetchone()
+    if existing:
+        if existing["content_hash"] != item_hash:
+            conn.execute(
+                """
+                UPDATE raw_items
+                SET source_url = ?, author_id = ?, author_name = ?, title = ?,
+                    published_at = ?, published_at_text = ?, updated_at_source = ?,
+                    content = ?, raw_json = ?, content_hash = ?, analysis_status = 'pending',
+                    collected_at = ?
+                WHERE id = ?
+                """,
+                (
+                    item.source_url,
+                    item.author_id,
+                    item.author_name,
+                    item.title,
+                    item.published_at,
+                    item.published_at_text,
+                    item.updated_at_source,
+                    item.content,
+                    encode_json(item.raw),
+                    item_hash,
+                    now,
+                    existing["id"],
+                ),
+            )
+        return int(existing["id"]), False
+
+    cursor = conn.execute(
+        """
+        INSERT INTO raw_items (
+            source, source_item_id, source_url, content_type, author_id, author_name,
+            title, published_at, published_at_text, collected_at, updated_at_source,
+            content, raw_json, content_hash, analysis_status
+        )
+        VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, 'pending')
+        """,
+        (
+            item.source,
+            item.source_item_id,
+            item.source_url,
+            item.content_type,
+            item.author_id,
+            item.author_name,
+            item.title,
+            item.published_at,
+            item.published_at_text,
+            now,
+            item.updated_at_source,
+            item.content,
+            encode_json(item.raw),
+            item_hash,
+        ),
+    )
+    raw_item_id = int(cursor.lastrowid)
+    conn.execute(
+        """
+        INSERT INTO work_items (raw_item_id, status, owner, notes, created_at, updated_at)
+        VALUES (?, 'new', '', '', ?, ?)
+        """,
+        (raw_item_id, now, now),
+    )
+    return raw_item_id, True
+
+
+def save_analysis(
+    conn: sqlite3.Connection,
+    raw_item_id: int,
+    model: str,
+    analysis: dict[str, Any],
+) -> None:
+    now = _now()
+    conn.execute(
+        """
+        INSERT INTO analysis_results (
+            raw_item_id, model, sentiment, is_positive, is_negative,
+            has_actionable_feedback, feedback_types, reply_recommended, reply_priority,
+            reply_suggestion, summary, priority, confidence, reason, model_json, analyzed_at
+        )
+        VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)
+        ON CONFLICT(raw_item_id) DO UPDATE SET
+            model = excluded.model,
+            sentiment = excluded.sentiment,
+            is_positive = excluded.is_positive,
+            is_negative = excluded.is_negative,
+            has_actionable_feedback = excluded.has_actionable_feedback,
+            feedback_types = excluded.feedback_types,
+            reply_recommended = excluded.reply_recommended,
+            reply_priority = excluded.reply_priority,
+            reply_suggestion = excluded.reply_suggestion,
+            summary = excluded.summary,
+            priority = excluded.priority,
+            confidence = excluded.confidence,
+            reason = excluded.reason,
+            model_json = excluded.model_json,
+            analyzed_at = excluded.analyzed_at
+        """,
+        (
+            raw_item_id,
+            model,
+            analysis["sentiment"],
+            int(analysis["is_positive"]),
+            int(analysis["is_negative"]),
+            int(analysis["has_actionable_feedback"]),
+            encode_json(analysis["feedback_types"]),
+            int(analysis["reply_recommended"]),
+            analysis["reply_priority"],
+            analysis["reply_suggestion"],
+            analysis["summary"],
+            analysis["priority"],
+            analysis["confidence"],
+            analysis["reason"],
+            encode_json(analysis),
+            now,
+        ),
+    )
+    conn.execute("UPDATE raw_items SET analysis_status = 'done' WHERE id = ?", (raw_item_id,))
+
+
+def _twitter_high_watermark_ts(conn: sqlite3.Connection) -> int | None:
+    row = conn.execute(
+        """
+        SELECT MAX(COALESCE(published_at, collected_at)) AS watermark
+        FROM raw_items
+        WHERE source IN ('twitter_posts', 'twitter_replies')
+        """
+    ).fetchone()
+    if row and row["watermark"]:
+        return int(row["watermark"])
+    return None
+
+
+def _recent_twitter_post_urls(conn: sqlite3.Connection, limit: int) -> list[str]:
+    if limit <= 0:
+        return []
+    rows = conn.execute(
+        """
+        SELECT source_url
+        FROM raw_items
+        WHERE source = 'twitter_posts'
+        ORDER BY COALESCE(published_at, collected_at) DESC, collected_at DESC
+        LIMIT ?
+        """,
+        (limit,),
+    ).fetchall()
+    return [str(row["source_url"]) for row in rows if row["source_url"]]
+
+
+def _twitter_options(settings: Settings) -> TwitterScrapeOptions:
+    return TwitterScrapeOptions(
+        username=settings.twitter_username,
+        scraper_path=settings.twitter_scraper_path,
+        output_dir=settings.twitter_output_dir,
+        browser_provider=settings.twitter_browser_provider,
+        full_max_no_new=settings.twitter_full_max_no_new,
+        incremental_max_no_new=settings.twitter_incremental_max_no_new,
+        thread_max_no_new=settings.twitter_thread_max_no_new,
+        command_timeout_seconds=settings.twitter_command_timeout_seconds,
+        full_reply_post_limit=settings.twitter_full_reply_post_limit,
+        incremental_reply_parent_limit=settings.twitter_incremental_reply_parent_limit,
+    )
+
+
+def run_sync(
+    conn: sqlite3.Connection,
+    settings: Settings,
+    full: bool = False,
+    platforms: list[str] | None = None,
+) -> dict[str, Any]:
+    init_db(conn)
+    started = _now()
+    mode = "full" if full else "incremental"
+    run_id = conn.execute(
+        "INSERT INTO sync_runs (started_at, mode, status) VALUES (?, ?, 'running')",
+        (started, mode),
+    ).lastrowid
+    conn.commit()
+
+    stats: Counter[str] = Counter()
+    messages: list[str] = []
+    try:
+        enabled_platforms = platforms or ["steam", "twitter"]
+        if "twitter" in enabled_platforms and not settings.twitter_enabled:
+            stats["twitter_skipped"] += 1
+        raw_items: list[RawItem] = []
+        if "steam" in enabled_platforms:
+            steam = SteamClient(settings.app_id)
+            try:
+                review_pages = None if full else 2
+                review_items = steam.fetch_reviews(max_pages=review_pages)
+                discussion_pages = (
+                    settings.discussion_full_scan_max_pages
+                    if full
+                    else settings.discussion_incremental_max_pages
+                )
+                discussion_items = steam.fetch_discussions(
+                    full=full,
+                    max_pages=discussion_pages,
+                    time_limit_seconds=settings.full_scan_time_limit_seconds,
+                )
+                steam_items = list(iter_nonempty([*review_items, *discussion_items]))
+                raw_items.extend(steam_items)
+                stats["steam_fetched"] = len(steam_items)
+            finally:
+                steam.close()
+
+        if "twitter" in enabled_platforms and settings.twitter_enabled:
+            try:
+                since_ts = None if full else _twitter_high_watermark_ts(conn)
+                existing_urls = _recent_twitter_post_urls(
+                    conn,
+                    settings.twitter_incremental_reply_parent_limit,
+                )
+                twitter = TwitterClient(_twitter_options(settings))
+                twitter_items = twitter.fetch_items(
+                    full=full,
+                    since_ts=since_ts,
+                    existing_post_urls=existing_urls,
+                )
+                raw_items.extend(twitter_items)
+                stats["twitter_fetched"] = len(twitter_items)
+            except Exception as exc:  # noqa: BLE001 - keep Steam and old Twitter data intact
+                stats["twitter_errors"] += 1
+                stats[f"twitter_error:{type(exc).__name__}"] += 1
+                messages.append(f"twitter: {exc}")
+
+        stats["fetched"] = len(raw_items)
+        analyzer = OpenRouterClient(settings)
+        try:
+            for item in raw_items:
+                raw_item_id, inserted = upsert_raw_item(conn, item)
+                prefix = item.source.split("_", 1)[0]
+                stats["inserted" if inserted else "seen"] += 1
+                stats[f"{prefix}_{'inserted' if inserted else 'seen'}"] += 1
+                if inserted:
+                    try:
+                        analysis = analyzer.analyze(item)
+                        save_analysis(conn, raw_item_id, settings.openrouter_model, analysis)
+                        stats["analyzed"] += 1
+                    except Exception as exc:  # noqa: BLE001 - keep item pending for retry
+                        conn.execute(
+                            "UPDATE raw_items SET analysis_status = 'error' WHERE id = ?",
+                            (raw_item_id,),
+                        )
+                        stats["analysis_errors"] += 1
+                        stats[f"analysis_error:{type(exc).__name__}"] += 1
+                conn.commit()
+        finally:
+            analyzer.close()
+
+        finished = _now()
+        status = "partial" if messages else "success"
+        conn.execute(
+            """
+            UPDATE sync_runs
+            SET finished_at = ?, status = ?, message = ?, stats_json = ?
+            WHERE id = ?
+            """,
+            (finished, status, "\n".join(messages), encode_json(dict(stats)), run_id),
+        )
+        if status == "success":
+            conn.execute(
+                """
+                INSERT INTO sync_state (key, value, updated_at)
+                VALUES ('last_sync_mode', ?, ?)
+                ON CONFLICT(key) DO UPDATE SET value = excluded.value, updated_at = excluded.updated_at
+                """,
+                (mode, finished),
+            )
+        return dict(stats)
+    except Exception as exc:
+        finished = _now()
+        conn.execute(
+            """
+            UPDATE sync_runs
+            SET finished_at = ?, status = 'failed', message = ?, stats_json = ?
+            WHERE id = ?
+            """,
+            (finished, str(exc), encode_json(dict(stats)), run_id),
+        )
+        raise
+
+
+def analyze_pending(
+    conn: sqlite3.Connection,
+    settings: Settings,
+    limit: int = 50,
+    since_ts: int | None = None,
+) -> dict[str, Any]:
+    init_db(conn)
+    analyzer = OpenRouterClient(settings)
+    stats: Counter[str] = Counter()
+    try:
+        params: list[Any] = []
+        since_clause = ""
+        if since_ts is not None:
+            since_clause = "AND COALESCE(published_at, collected_at) >= ?"
+            params.append(since_ts)
+        params.append(limit)
+        rows = conn.execute(
+            f"""
+            SELECT * FROM raw_items
+            WHERE analysis_status IN ('pending', 'error')
+            {since_clause}
+            ORDER BY COALESCE(published_at, collected_at) DESC, collected_at DESC, id DESC
+            LIMIT ?
+            """,
+            params,
+        ).fetchall()
+        for row in rows:
+            item = RawItem(
+                source=row["source"],
+                source_item_id=row["source_item_id"],
+                source_url=row["source_url"],
+                content_type=row["content_type"],
+                author_id=row["author_id"],
+                author_name=row["author_name"],
+                title=row["title"],
+                published_at=row["published_at"],
+                published_at_text=row["published_at_text"],
+                updated_at_source=row["updated_at_source"],
+                content=row["content"],
+                raw=decode_json(row["raw_json"], {}),
+            )
+            try:
+                analysis = analyzer.analyze(item)
+                save_analysis(conn, int(row["id"]), settings.openrouter_model, analysis)
+                stats["analyzed"] += 1
+                conn.commit()
+            except Exception as exc:  # noqa: BLE001
+                stats["analysis_errors"] += 1
+                stats[f"analysis_error:{type(exc).__name__}"] += 1
+        return dict(stats)
+    finally:
+        analyzer.close()
--- a/Tools/Dashboard/community_monitor/twitter.py
+++ b/Tools/Dashboard/community_monitor/twitter.py
@ -0,0 +1,246 @@
+from __future__ import annotations
+
+from dataclasses import dataclass
+import calendar
+import json
+from pathlib import Path
+import re
+import subprocess
+import sys
+import time
+from typing import Any, Iterable
+
+from .models import RawItem
+
+
+TWITTER_EPOCH_FORMAT = "%a %b %d %H:%M:%S +0000 %Y"
+NORMALIZED_DATE_FORMAT = "%Y-%m-%d %H:%M:%S"
+
+
+@dataclass(frozen=True)
+class TwitterScrapeOptions:
+    username: str
+    scraper_path: Path
+    output_dir: Path
+    browser_provider: str
+    full_max_no_new: int
+    incremental_max_no_new: int
+    thread_max_no_new: int
+    command_timeout_seconds: int
+    full_reply_post_limit: int
+    incremental_reply_parent_limit: int
+
+
+def parse_twitter_time(value: str | None) -> int | None:
+    if not value:
+        return None
+    text = value.strip()
+    for fmt in (NORMALIZED_DATE_FORMAT, TWITTER_EPOCH_FORMAT):
+        try:
+            parsed = time.strptime(text, fmt)
+            return calendar.timegm(parsed)
+        except ValueError:
+            continue
+    return None
+
+
+def _author_from_url(url: str | None) -> str | None:
+    if not url:
+        return None
+    match = re.search(r"(?:x\.com|twitter\.com)/([^/?#]+)/status/\d+", url)
+    if not match:
+        return None
+    value = match.group(1)
+    return value if value and value.lower() != "i" else None
+
+
+def _tweet_id_from_item(item: dict[str, Any]) -> str | None:
+    value = item.get("id")
+    if value:
+        return str(value)
+    url = str(item.get("url") or "")
+    match = re.search(r"/status/(\d+)", url)
+    return match.group(1) if match else None
+
+
+def _tweet_url(username: str, tweet_id: str) -> str:
+    return f"https://x.com/{username}/status/{tweet_id}"
+
+
+def _is_original_post(item: dict[str, Any]) -> bool:
+    return not bool(item.get("is_retweet"))
+
+
+class TwitterClient:
+    def __init__(self, options: TwitterScrapeOptions) -> None:
+        self.options = options
+
+    def fetch_items(
+        self,
+        *,
+        full: bool,
+        since_ts: int | None,
+        existing_post_urls: Iterable[str] = (),
+    ) -> list[RawItem]:
+        run_dir = self._new_run_dir()
+        timeline = self._fetch_timeline(run_dir, full=full)
+        timeline_items = [
+            self._post_to_item(item)
+            for item in timeline
+            if self._include_by_time(item, since_ts)
+        ]
+
+        reply_parent_urls = self._reply_parent_urls(
+            timeline=timeline,
+            full=full,
+            existing_post_urls=existing_post_urls,
+        )
+        reply_items: list[RawItem] = []
+        for parent_url in reply_parent_urls:
+            thread = self._fetch_thread(run_dir, parent_url)
+            parent_id = str(thread.get("main_tweet", {}).get("id") or self._id_from_url(parent_url) or "")
+            for reply in thread.get("replies") or []:
+                if self._include_by_time(reply, since_ts):
+                    reply_items.append(self._reply_to_item(reply, parent_id=parent_id, parent_url=parent_url))
+
+        return [item for item in [*timeline_items, *reply_items] if item.content.strip()]
+
+    def _new_run_dir(self) -> Path:
+        path = self.options.output_dir / time.strftime("%Y%m%d_%H%M%S")
+        path.mkdir(parents=True, exist_ok=True)
+        return path
+
+    def _fetch_timeline(self, run_dir: Path, *, full: bool) -> list[dict[str, Any]]:
+        max_no_new = self.options.full_max_no_new if full else self.options.incremental_max_no_new
+        self._run_scraper(self.options.username, run_dir, max_no_new=max_no_new)
+        path = run_dir / f"{self.options.username}_posts.json"
+        return self._read_json(path, expected="timeline posts")
+
+    def _fetch_thread(self, run_dir: Path, parent_url: str) -> dict[str, Any]:
+        tweet_id = self._id_from_url(parent_url)
+        if not tweet_id:
+            return {"main_tweet": None, "replies": [], "total_replies": 0}
+        self._run_scraper(parent_url, run_dir, max_no_new=self.options.thread_max_no_new)
+        path = run_dir / f"thread_{tweet_id}.json"
+        return self._read_json(path, expected=f"thread {tweet_id}")
+
+    def _run_scraper(self, target: str, run_dir: Path, *, max_no_new: int) -> None:
+        command = [
+            sys.executable,
+            str(self.options.scraper_path),
+            target,
+            "--max-no-new",
+            str(max_no_new),
+            "--output-dir",
+            str(run_dir),
+            "--browser-provider",
+            self.options.browser_provider,
+        ]
+        result = subprocess.run(
+            command,
+            cwd=Path.cwd(),
+            capture_output=True,
+            text=True,
+            encoding="utf-8",
+            errors="replace",
+            timeout=self.options.command_timeout_seconds,
+        )
+        output = "\n".join(part for part in [result.stdout, result.stderr] if part).strip()
+        if result.returncode != 0:
+            raise RuntimeError(f"Twitter scraper failed for {target}: {output[-1200:]}")
+        if "登录提示" in output or "未登录" in output or "login" in output.lower():
+            raise RuntimeError(
+                "Twitter scraper requires an authenticated X.com browser profile. "
+                "Run the configured social-media-scraper once with --keep-browser-open, "
+                "log in to X.com, then retry."
+            )
+
+    def _read_json(self, path: Path, *, expected: str) -> Any:
+        if not path.exists():
+            raise RuntimeError(f"Twitter scraper did not produce {expected}: {path}")
+        return json.loads(path.read_text(encoding="utf-8"))
+
+    def _reply_parent_urls(
+        self,
+        *,
+        timeline: list[dict[str, Any]],
+        full: bool,
+        existing_post_urls: Iterable[str],
+    ) -> list[str]:
+        urls: list[str] = []
+        for item in timeline:
+            tweet_id = _tweet_id_from_item(item)
+            url = item.get("url") or (_tweet_url(self.options.username, tweet_id) if tweet_id else "")
+            if url and _is_original_post(item):
+                urls.append(str(url))
+
+        if not full:
+            urls.extend(str(url) for url in existing_post_urls if url)
+
+        seen: set[str] = set()
+        unique_urls: list[str] = []
+        for url in urls:
+            if url not in seen:
+                seen.add(url)
+                unique_urls.append(url)
+
+        limit = self.options.full_reply_post_limit if full else self.options.incremental_reply_parent_limit
+        if limit > 0:
+            return unique_urls[:limit]
+        return unique_urls
+
+    def _post_to_item(self, item: dict[str, Any]) -> RawItem:
+        tweet_id = _tweet_id_from_item(item) or ""
+        url = item.get("url") or _tweet_url(self.options.username, tweet_id)
+        author = _author_from_url(str(url)) or self.options.username
+        raw = dict(item)
+        raw["source_url"] = url
+        return RawItem(
+            source="twitter_posts",
+            source_item_id=f"post:{tweet_id}",
+            source_url=str(url),
+            content_type="twitter_post",
+            author_id=author,
+            author_name=author,
+            title=None,
+            published_at=parse_twitter_time(item.get("date")),
+            published_at_text=item.get("date"),
+            updated_at_source=None,
+            content=str(item.get("text") or ""),
+            raw=raw,
+        )
+
+    def _reply_to_item(self, item: dict[str, Any], *, parent_id: str, parent_url: str) -> RawItem:
+        tweet_id = _tweet_id_from_item(item) or ""
+        url = item.get("url") or _tweet_url(_author_from_url(parent_url) or self.options.username, tweet_id)
+        author = _author_from_url(str(url)) or str(item.get("in_reply_to") or "")
+        raw = dict(item)
+        raw["parent_tweet_id"] = parent_id
+        raw["parent_url"] = parent_url
+        raw["source_url"] = url
+        return RawItem(
+            source="twitter_replies",
+            source_item_id=f"reply:{tweet_id}",
+            source_url=str(url),
+            content_type="twitter_reply",
+            author_id=author or None,
+            author_name=author or None,
+            title=f"Reply to {parent_id}" if parent_id else None,
+            published_at=parse_twitter_time(item.get("date")),
+            published_at_text=item.get("date"),
+            updated_at_source=None,
+            content=str(item.get("text") or ""),
+            raw=raw,
+        )
+
+    def _include_by_time(self, item: dict[str, Any], since_ts: int | None) -> bool:
+        if since_ts is None:
+            return True
+        published_at = parse_twitter_time(item.get("date"))
+        if published_at is None:
+            return True
+        return published_at >= since_ts
+
+    def _id_from_url(self, url: str) -> str | None:
+        match = re.search(r"/status/(\d+)", url)
+        return match.group(1) if match else None
--- a/Tools/Dashboard/css/style.css
+++ b/Tools/Dashboard/css/style.css
@ -571,6 +571,31 @@ body::after {
    color: var(--accent-red);
 }

+.manual-corner-link {
+    position: fixed;
+    right: 18px;
+    bottom: 18px;
+    z-index: 950;
+    display: inline-flex;
+    align-items: center;
+    justify-content: center;
+    min-height: 34px;
+    padding: 0 12px;
+    border: 1px solid var(--border-color);
+    border-radius: 6px;
+    background: var(--bg-card);
+    color: var(--text-secondary);
+    font-size: 12px;
+    font-weight: 700;
+    text-decoration: none;
+    box-shadow: var(--shadow-sm);
+}
+
+.manual-corner-link:hover {
+    color: var(--accent-blue);
+    border-color: rgba(79,140,255,0.45);
+}
+
@keyframes toastIn {
    from { opacity: 0; transform: translateY(-10px); }
    to { opacity: 1; transform: translateY(0); }
@ -5520,6 +5545,326 @@ body::after {
    font-size: 15px;
 }

+/* ========== Community Monitor ========== */
+.cm-module .module-body {
+    display: flex;
+    flex-direction: column;
+    gap: 14px;
+}
+
+.cm-topbar,
+.cm-filter-bar,
+.cm-work,
+.cm-pager,
+.cm-config {
+    display: flex;
+    align-items: center;
+    flex-wrap: wrap;
+    gap: 8px;
+}
+
+.cm-actions,
+.cm-platforms {
+    display: flex;
+    align-items: center;
+    flex-wrap: wrap;
+    gap: 8px;
+}
+
+.cm-topbar {
+    justify-content: space-between;
+}
+
+.cm-config {
+    color: var(--text-muted);
+    font-size: 12px;
+}
+
+.cm-btn {
+    min-height: 32px;
+    padding: 0 12px;
+    border: 1px solid var(--border-color);
+    border-radius: 6px;
+    background: var(--bg-card);
+    color: var(--text-primary);
+    font-size: 12px;
+    font-weight: 700;
+    cursor: pointer;
+}
+
+.cm-btn.primary {
+    border-color: var(--accent-blue);
+    background: var(--accent-blue);
+    color: #fff;
+}
+
+.cm-btn:disabled {
+    cursor: default;
+    opacity: 0.45;
+}
+
+.cm-summary-grid {
+    display: grid;
+    grid-template-columns: repeat(auto-fit, minmax(118px, 1fr));
+    gap: 10px;
+}
+
+.cm-metric {
+    padding: 12px;
+    border: 1px solid var(--border-color);
+    border-radius: 8px;
+    background: var(--bg-card);
+}
+
+.cm-metric span {
+    display: block;
+    color: var(--text-muted);
+    font-size: 12px;
+}
+
+.cm-metric strong {
+    display: block;
+    margin-top: 4px;
+    font-size: 22px;
+    color: var(--text-primary);
+}
+
+.cm-runs-card {
+    border: 1px solid var(--border-color);
+    border-radius: 8px;
+    background: var(--bg-primary);
+    padding: 12px;
+}
+
+.cm-section-title {
+    margin-bottom: 8px;
+    font-size: 13px;
+    font-weight: 800;
+    color: var(--text-secondary);
+}
+
+.cm-run-row {
+    display: grid;
+    grid-template-columns: 132px 84px 76px minmax(0, 1fr);
+    gap: 8px;
+    align-items: center;
+    min-height: 28px;
+    font-size: 12px;
+    color: var(--text-secondary);
+}
+
+.cm-run-status {
+    font-weight: 800;
+}
+
+.cm-run-status.ok { color: var(--accent-green); }
+.cm-run-status.warn { color: var(--accent-orange); }
+.cm-run-status.bad { color: var(--accent-red); }
+
+.cm-list {
+    display: grid;
+    gap: 12px;
+}
+
+.cm-item {
+    border: 1px solid var(--border-color);
+    border-radius: 8px;
+    background: var(--bg-card);
+    padding: 14px;
+}
+
+.cm-item.urgent {
+    border-color: rgba(239,68,68,0.45);
+    box-shadow: inset 4px 0 0 rgba(239,68,68,0.85);
+}
+
+.cm-item-head {
+    display: flex;
+    align-items: flex-start;
+    justify-content: space-between;
+    gap: 12px;
+}
+
+.cm-item-title-block {
+    min-width: 0;
+}
+
+.cm-item h3 {
+    margin: 0 0 8px;
+    font-size: 15px;
+    line-height: 1.45;
+}
+
+.cm-meta,
+.cm-submeta {
+    display: flex;
+    align-items: center;
+    flex-wrap: wrap;
+    gap: 6px;
+}
+
+.cm-submeta {
+    margin-top: 8px;
+    color: var(--text-muted);
+    font-size: 12px;
+}
+
+.cm-content,
+.cm-reason,
+.cm-reply {
+    margin: 10px 0 0;
+    color: var(--text-secondary);
+    font-size: 13px;
+    line-height: 1.65;
+    white-space: pre-wrap;
+}
+
+.cm-reason {
+    color: var(--text-muted);
+}
+
+.cm-reply {
+    padding: 10px 12px;
+    border-radius: 6px;
+    background: rgba(79,140,255,0.08);
+    color: var(--text-primary);
+}
+
+.cm-link {
+    flex: 0 0 auto;
+    color: var(--accent-blue);
+    font-size: 12px;
+    font-weight: 700;
+    text-decoration: none;
+}
+
+.cm-link.disabled {
+    color: var(--text-muted);
+    pointer-events: none;
+}
+
+.cm-work {
+    margin-top: 12px;
+}
+
+.cm-work select,
+.cm-work input {
+    min-height: 32px;
+    padding: 6px 10px;
+    border: 1px solid var(--border-color);
+    border-radius: 6px;
+    background: var(--bg-card);
+    color: var(--text-primary);
+    font-size: 12px;
+}
+
+.cm-work input {
+    min-width: 180px;
+}
+
+.cm-check {
+    display: inline-flex;
+    align-items: center;
+    gap: 5px;
+    min-height: 32px;
+    color: var(--text-secondary);
+    font-size: 12px;
+    font-weight: 700;
+}
+
+.cm-empty,
+.cm-empty-small,
+.cm-error {
+    padding: 22px;
+    border: 1px dashed var(--border-color);
+    border-radius: 8px;
+    color: var(--text-muted);
+    text-align: center;
+}
+
+.cm-error {
+    color: var(--accent-red);
+    background: rgba(239,68,68,0.06);
+}
+
+.cm-modal {
+    position: fixed;
+    inset: 0;
+    z-index: 2200;
+    display: flex;
+    align-items: center;
+    justify-content: center;
+    padding: 20px;
+    background: rgba(15, 23, 42, 0.58);
+}
+
+.cm-modal-card {
+    width: min(760px, 96vw);
+    max-height: min(760px, 92vh);
+    display: flex;
+    flex-direction: column;
+    border: 1px solid var(--border-color);
+    border-radius: 8px;
+    background: var(--bg-card);
+    box-shadow: var(--shadow);
+}
+
+.cm-modal-head,
+.cm-modal-foot {
+    display: flex;
+    align-items: center;
+    justify-content: space-between;
+    gap: 10px;
+    padding: 14px 16px;
+    border-bottom: 1px solid var(--border-color);
+}
+
+.cm-modal-foot {
+    justify-content: flex-end;
+    border-top: 1px solid var(--border-color);
+    border-bottom: 0;
+}
+
+.cm-modal-title {
+    font-size: 15px;
+    font-weight: 800;
+}
+
+.cm-modal-close {
+    width: 30px;
+    height: 30px;
+    border: 0;
+    border-radius: 6px;
+    background: transparent;
+    color: var(--text-muted);
+    font-size: 22px;
+    cursor: pointer;
+}
+
+.cm-modal-body {
+    overflow-y: auto;
+    padding: 16px;
+}
+
+.cm-form-grid {
+    display: grid;
+    grid-template-columns: repeat(auto-fit, minmax(180px, 1fr));
+    gap: 10px;
+}
+
+.cm-textarea {
+    width: 100%;
+    min-height: 160px;
+    margin: 10px 0;
+    padding: 10px 12px;
+    border: 1px solid var(--border-color);
+    border-radius: 6px;
+    background: var(--bg-card);
+    color: var(--text-primary);
+    font: inherit;
+    resize: vertical;
+}
+
 /* ========== SNS Assistant ========== */

 /* 子选项更大更好点击 */
--- a/Tools/Dashboard/data/community_monitor/tohotopia_monitor.sqlite3
+++ b/Tools/Dashboard/data/community_monitor/tohotopia_monitor.sqlite3
--- a/Tools/Dashboard/docs/dashboard_manual.html
+++ b/Tools/Dashboard/docs/dashboard_manual.html
@ -0,0 +1,175 @@
+<!doctype html>
+<html lang="zh-CN">
+<head>
+  <meta charset="utf-8">
+  <meta name="viewport" content="width=device-width, initial-scale=1">
+  <title>Dashboard 使用手册</title>
+  <style>
+    :root {
+      color-scheme: light;
+      font-family: "Segoe UI", "Microsoft YaHei", sans-serif;
+      background: #f6f7f9;
+      color: #1f2937;
+    }
+    body {
+      margin: 0;
+      padding: 32px;
+    }
+    main {
+      max-width: 1040px;
+      margin: 0 auto;
+      background: #fff;
+      border: 1px solid #dbe2ea;
+      border-radius: 8px;
+      padding: 28px 32px;
+      box-shadow: 0 10px 28px rgba(15, 23, 42, 0.06);
+    }
+    h1 {
+      margin: 0 0 8px;
+      font-size: 28px;
+    }
+    h2 {
+      margin: 30px 0 12px;
+      padding-top: 22px;
+      border-top: 1px solid #e5e7eb;
+      font-size: 20px;
+    }
+    h3 {
+      margin: 22px 0 8px;
+      font-size: 16px;
+    }
+    p, li {
+      line-height: 1.7;
+    }
+    code {
+      padding: 2px 5px;
+      border-radius: 4px;
+      background: #eef2f7;
+      font-family: Consolas, "Cascadia Mono", monospace;
+      font-size: 0.92em;
+    }
+    pre {
+      overflow-x: auto;
+      padding: 14px 16px;
+      border-radius: 6px;
+      background: #111827;
+      color: #e5e7eb;
+      line-height: 1.55;
+    }
+    .note {
+      padding: 12px 14px;
+      border-left: 4px solid #2563eb;
+      background: #eff6ff;
+      border-radius: 6px;
+    }
+    .warn {
+      border-left-color: #d97706;
+      background: #fffbeb;
+    }
+    table {
+      width: 100%;
+      border-collapse: collapse;
+      margin: 12px 0;
+    }
+    th, td {
+      border: 1px solid #e5e7eb;
+      padding: 10px 12px;
+      text-align: left;
+      vertical-align: top;
+    }
+    th {
+      background: #f8fafc;
+    }
+    @media (max-width: 720px) {
+      body { padding: 14px; }
+      main { padding: 20px 16px; }
+    }
+  </style>
+</head>
+<body>
+<main>
+  <h1>Dashboard 使用手册</h1>
+  <p>本文记录 TH1 Dashboard 的启动、数据存储、社区监控集成和多电脑使用规则。当前 Dashboard 的固定入口是 <code>http://127.0.0.1:8080</code>。</p>
+
+  <h2>日常启动</h2>
+  <p>重启电脑后，直接运行：</p>
+  <pre><code>Tools/Dashboard/启动Dashboard.bat</code></pre>
+  <p>脚本会寻找本机 Python，然后执行 <code>serve.py 8080</code>。Dashboard 只能使用 8080 端口，避免与其它临时服务混在一起。</p>
+
+  <h2>社区监控是什么</h2>
+  <p>社区监控来自 <code>TH01_maintenance</code> 工程，已整合为 Dashboard 的一级模块。它用于抓取《帝国幻想乡~TOHOTOPIA》的社区内容，统一入库、调用大模型分析，再形成处理队列。</p>
+  <pre><code>平台采集器 -> RawItem -> SQLite raw_items -> OpenRouter 分析 -> analysis_results -> work_items -> Dashboard 页面</code></pre>
+  <p>当前支持 Steam 评测、Steam 讨论区主题、Steam 讨论区回复。Twitter/X 采集代码已保留，但默认关闭，需要本机登录态和外部 scraper。</p>
+
+  <h2>JSON 与 SQLite 分工</h2>
+  <table>
+    <thead>
+      <tr><th>数据类型</th><th>推荐存储</th><th>原因</th></tr>
+    </thead>
+    <tbody>
+      <tr><td>Unity 导出展示数据、设计索引、小型配置</td><td>JSON</td><td>便于 Git diff、人工审阅、静态加载。</td></tr>
+      <tr><td>社媒、邮件、玩家反馈、持续增长的处理队列</td><td>SQLite</td><td>适合去重、分页、筛选、排序、并发写入和状态流转。</td></tr>
+      <tr><td>运行日志、同步批次、补跑状态</td><td>SQLite</td><td>需要记录历史与失败原因，JSON 容易产生冲突和性能问题。</td></tr>
+    </tbody>
+  </table>
+
+  <h2>大模型调用规则</h2>
+  <p>页面刷新不会调用大模型。只有这些动作会调用 OpenRouter：</p>
+  <ul>
+    <li>同步抓到新内容并首次入库。</li>
+    <li>内容变化后被重新标记为待分析，再执行补跑。</li>
+    <li>点击“补跑分析”。</li>
+    <li>手动添加社区信息时尝试即时分析。</li>
+  </ul>
+  <p>如果 <code>OPENROUTER_API_KEY</code> 没配置，内容仍会入库，分析状态会保留为待补跑或错误，不会丢数据。</p>
+
+  <h2>私有配置</h2>
+  <p>示例配置在：</p>
+  <pre><code>Tools/Dashboard/community_monitor.env.example</code></pre>
+  <p>本机私有配置建议放在：</p>
+  <pre><code>Tools/Dashboard/private/community_monitor.env</code></pre>
+  <p>常用字段：</p>
+  <ul>
+    <li><code>OPENROUTER_API_KEY</code>：OpenRouter Key。</li>
+    <li><code>AUTO_SYNC_ENABLED</code>：是否启动后自动每 30 分钟增量同步。</li>
+    <li><code>TWITTER_ENABLED</code>：是否启用 Twitter/X 采集，默认关闭。</li>
+    <li><code>DATABASE_PATH</code>：默认 <code>data/community_monitor/tohotopia_monitor.sqlite3</code>。</li>
+  </ul>
+
+  <h2>Git 备份规则</h2>
+  <p>当前阶段按项目要求，社区监控 SQLite 数据库会先同步到 Git，用于备份。路径是：</p>
+  <pre><code>Tools/Dashboard/data/community_monitor/tohotopia_monitor.sqlite3</code></pre>
+  <div class="note warn">
+    SQLite 是二进制文件，不适合多人同时修改后用 Git 合并。当前约定是暂时只有一台电脑开启自动同步；其它电脑可以拉取备份，但不要同时运行自动同步。
+  </div>
+
+  <h2>另一台电脑运行</h2>
+  <ol>
+    <li>拉取代码。</li>
+    <li>确认本机有 Python。</li>
+    <li>复制 <code>community_monitor.env.example</code> 到 <code>private/community_monitor.env</code>，填写本机 Key。</li>
+    <li>运行 <code>Tools/Dashboard/启动Dashboard.bat</code>。</li>
+    <li>如果只是查看 Git 备份数据，建议设置 <code>AUTO_SYNC_ENABLED=false</code>。</li>
+  </ol>
+
+  <h2>如果发生 SQLite Git 冲突</h2>
+  <p>不要手工合并 SQLite。最快处理是选择一份保留：</p>
+  <pre><code># 保留远端数据库
+git checkout --theirs Tools/Dashboard/data/community_monitor/tohotopia_monitor.sqlite3
+git add Tools/Dashboard/data/community_monitor/tohotopia_monitor.sqlite3
+
+# 或保留本地数据库
+git checkout --ours Tools/Dashboard/data/community_monitor/tohotopia_monitor.sqlite3
+git add Tools/Dashboard/data/community_monitor/tohotopia_monitor.sqlite3</code></pre>
+  <p>长期如果需要多电脑同时处理，应改成主机共享服务、云端数据库或专门导入导出流程，不应依赖 Git 合并数据库。</p>
+
+  <h2>推荐升级方向</h2>
+  <ul>
+    <li>社区监控、邮件处理、玩家反馈这类增长型数据优先用 SQLite。</li>
+    <li>OSS 对局 JSON 可保留原始文件，但建议后续建立 SQLite 索引用于快速查询。</li>
+    <li>BUG、待办、建议短期 JSON 可继续用；如果要做处理历史、评论和统计，再迁 SQLite。</li>
+    <li><code>serve.py</code> 后续应继续拆分 API 模块，避免单文件继续膨胀。</li>
+  </ul>
+</main>
+</body>
+</html>
--- a/Tools/Dashboard/index.html
+++ b/Tools/Dashboard/index.html
@ -113,6 +113,10 @@
            <svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2"><path d="M17 21v-2a4 4 0 00-4-4H5a4 4 0 00-4 4v2"/><circle cx="9" cy="7" r="4"/><path d="M23 21v-2a4 4 0 00-3-3.87M16 3.13a4 4 0 010 7.75"/></svg>
            SNS助手
        </button>
+        <button class="sidebar-tab" data-tab="community-monitor">
+            <svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2"><path d="M3 12h4l3 8 4-16 3 8h4"/><path d="M5 19h14"/></svg>
+            社区监控
+        </button>
        <button class="sidebar-tab" data-tab="form-helper">
            <svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2"><path d="M9 3H5a2 2 0 00-2 2v14a2 2 0 002 2h14a2 2 0 002-2v-4"/><path d="M17 3l4 4L10 18H6v-4L17 3z"/></svg>
            填表助手
@ -136,6 +140,7 @@

        <!-- Toast -->
        <div id="toast" class="toast" style="display:none;"></div>
+        <a class="manual-corner-link" href="docs/dashboard_manual.html" target="_blank" rel="noreferrer" title="打开 Dashboard 使用手册">使用手册</a>

        <!-- ===== Home Panel ===== -->
        <div id="panel-home" class="tab-panel active">
@ -1029,6 +1034,85 @@
            </div>
        </div>

+        <!-- ===== Community Monitor Panel ===== -->
+        <div id="panel-community-monitor" class="tab-panel">
+            <div class="module-card cm-module">
+                <div class="module-header">
+                    <span class="module-title">社区监控</span>
+                    <span class="module-badge">SQLite / OpenRouter</span>
+                </div>
+                <div class="module-body">
+                    <div class="cm-topbar">
+                        <div class="cm-actions">
+                            <button class="cm-btn primary" type="button" onclick="cmTriggerSync(false)">增量同步</button>
+                            <button class="cm-btn" type="button" onclick="cmTriggerSync(true)">全量同步</button>
+                            <button class="cm-btn" type="button" onclick="cmTriggerAnalyze()">补跑分析</button>
+                            <button class="cm-btn" type="button" onclick="cmShowManualModal()">手动添加</button>
+                            <button class="cm-btn" type="button" onclick="cmLoad(true)">刷新</button>
+                        </div>
+                        <div class="cm-platforms">
+                            <label><input id="cm-platform-steam" type="checkbox" checked> Steam</label>
+                            <label><input id="cm-platform-twitter" type="checkbox"> Twitter</label>
+                        </div>
+                    </div>
+                    <div id="cm-config" class="cm-config"></div>
+                    <div id="cm-summary" class="cm-summary-grid"></div>
+                    <div class="cm-runs-card">
+                        <div class="cm-section-title">最近同步</div>
+                        <div id="cm-runs"></div>
+                    </div>
+                    <div class="cm-filter-bar">
+                        <select id="cm-filter-source" class="filter-select" data-cm-filter>
+                            <option value="">全部来源</option>
+                            <option value="steam_reviews">Steam评测</option>
+                            <option value="steam_discussions">Steam讨论区</option>
+                            <option value="twitter_posts">Twitter帖子</option>
+                            <option value="twitter_replies">Twitter回复</option>
+                            <option value="manual">手动添加</option>
+                        </select>
+                        <select id="cm-filter-contentType" class="filter-select" data-cm-filter>
+                            <option value="">全部类型</option>
+                            <option value="review">评测</option>
+                            <option value="discussion_topic">讨论主题</option>
+                            <option value="discussion_reply">讨论回复</option>
+                            <option value="twitter_post">Twitter帖子</option>
+                            <option value="twitter_reply">Twitter回复</option>
+                            <option value="manual_note">手动信息</option>
+                        </select>
+                        <select id="cm-filter-sentiment" class="filter-select" data-cm-filter>
+                            <option value="">全部情绪</option>
+                            <option value="positive">正面</option>
+                            <option value="negative">负面</option>
+                            <option value="mixed">混合</option>
+                            <option value="neutral">中性</option>
+                        </select>
+                        <select id="cm-filter-status" class="filter-select" data-cm-filter>
+                            <option value="">全部处理状态</option>
+                            <option value="new">未处理</option>
+                            <option value="read">已读</option>
+                            <option value="needs_reply">待回复</option>
+                            <option value="replied">已回复</option>
+                            <option value="needs_fix">待修复</option>
+                            <option value="archived">已归档</option>
+                        </select>
+                        <select id="cm-filter-analysisStatus" class="filter-select" data-cm-filter>
+                            <option value="">全部分析状态</option>
+                            <option value="done">已分析</option>
+                            <option value="pending">待分析</option>
+                            <option value="error">分析失败</option>
+                        </select>
+                        <label class="cm-check"><input id="cm-filter-reply" type="checkbox" data-cm-filter> 建议回复</label>
+                        <label class="cm-check"><input id="cm-filter-actionable" type="checkbox" data-cm-filter> 具体反馈</label>
+                        <input id="cm-filter-q" class="search-input" type="text" placeholder="搜索正文/摘要/作者..." data-cm-filter>
+                    </div>
+                    <div id="cm-list" class="cm-list">
+                        <div class="loading-inline">点击社区监控后加载数据...</div>
+                    </div>
+                    <div id="cm-pager" class="cm-pager"></div>
+                </div>
+            </div>
+        </div>
+
        <!-- ===== Game Balance Analysis Panel ===== -->
        <div id="panel-gamebalance" class="tab-panel">
            <!-- Sub-nav -->
@ -1312,6 +1396,7 @@
 <script src="js/codex_threads.js"></script>
 <script src="js/gamebalance.js"></script>
 <script src="js/sns.js"></script>
+<script src="js/community_monitor.js"></script>
 <script src="js/quick_replies.js"></script>
 <script src="js/form_helper.js"></script>
 <script src="js/art_dev.js"></script>
--- a/Tools/Dashboard/js/community_monitor.js
+++ b/Tools/Dashboard/js/community_monitor.js
@ -0,0 +1,427 @@
+/* TH1 Dashboard - Community Monitor */
+
+let cmLoaded = false;
+let cmState = {
+    page: 1,
+    pageSize: 80,
+    total: 0,
+    statusLabels: {},
+};
+
+const CM_STATUS_LABELS = {
+    new: '未处理',
+    read: '已读',
+    needs_reply: '待回复',
+    replied: '已回复',
+    needs_fix: '待修复',
+    archived: '已归档',
+};
+
+const CM_SOURCE_LABELS = {
+    steam_reviews: 'Steam评测',
+    steam_discussions: 'Steam讨论区',
+    twitter_posts: 'Twitter帖子',
+    twitter_replies: 'Twitter回复',
+    manual: '手动添加',
+};
+
+const CM_TYPE_LABELS = {
+    review: '评测',
+    discussion_topic: '讨论主题',
+    discussion_reply: '讨论回复',
+    twitter_post: 'Twitter帖子',
+    twitter_reply: 'Twitter回复',
+    manual_note: '手动信息',
+};
+
+async function cmLoad(force = false) {
+    if (cmLoaded && !force) return;
+    cmLoaded = true;
+    await Promise.all([cmLoadOverview(), cmLoadItems()]);
+    cmBindOnce();
+}
+
+async function cmLoadOverview() {
+    const summaryEl = document.getElementById('cm-summary');
+    const runsEl = document.getElementById('cm-runs');
+    if (summaryEl) summaryEl.innerHTML = '<div class="loading-inline">正在加载社区监控统计...</div>';
+    try {
+        const resp = await fetch('/api/community-monitor/overview?t=' + Date.now());
+        const data = await resp.json();
+        if (!resp.ok || data.error) throw new Error(data.error || `HTTP ${resp.status}`);
+        cmState.statusLabels = data.statusLabels || CM_STATUS_LABELS;
+        cmRenderSummary(data);
+        cmRenderRuns(data.runs || []);
+        cmRenderConfig(data.status || {});
+    } catch (err) {
+        if (summaryEl) summaryEl.innerHTML = `<div class="cm-error">加载失败：${cmEsc(err.message)}</div>`;
+        if (runsEl) runsEl.innerHTML = '';
+    }
+}
+
+async function cmLoadItems() {
+    const listEl = document.getElementById('cm-list');
+    if (listEl) listEl.innerHTML = '<div class="loading-inline">正在加载社区内容...</div>';
+    const params = new URLSearchParams(cmCollectFilters());
+    params.set('page', String(cmState.page));
+    params.set('pageSize', String(cmState.pageSize));
+    try {
+        const resp = await fetch('/api/community-monitor/items?' + params.toString());
+        const data = await resp.json();
+        if (!resp.ok || data.error) throw new Error(data.error || `HTTP ${resp.status}`);
+        cmState.total = data.total || 0;
+        cmState.page = data.page || 1;
+        cmState.pageSize = data.pageSize || 80;
+        cmState.statusLabels = data.statusLabels || CM_STATUS_LABELS;
+        cmRenderItems(data.items || []);
+        cmRenderPager();
+    } catch (err) {
+        if (listEl) listEl.innerHTML = `<div class="cm-error">加载失败：${cmEsc(err.message)}</div>`;
+    }
+}
+
+function cmRenderSummary(data) {
+    const el = document.getElementById('cm-summary');
+    if (!el) return;
+    const m = data.metrics || {};
+    const cards = [
+        ['总内容', m.total || 0],
+        ['未处理', m.new_count || 0],
+        ['负面', m.negative_count || 0],
+        ['具体反馈', m.actionable_count || 0],
+        ['建议回复', m.reply_count || 0],
+        ['高优先级', m.high_count || 0],
+        ['已分析', m.analyzed_count || 0],
+        ['待补跑', (m.pending_count || 0) + (m.error_count || 0)],
+    ];
+    el.innerHTML = cards.map(([label, value]) => `
+        <div class="cm-metric">
+            <span>${cmEsc(label)}</span>
+            <strong>${cmEsc(String(value))}</strong>
+        </div>
+    `).join('');
+}
+
+function cmRenderConfig(status) {
+    const el = document.getElementById('cm-config');
+    if (!el) return;
+    const openrouter = status.openrouterConfigured ? '已配置' : '未配置';
+    const autoSync = status.autoSyncEnabled ? `${status.syncIntervalMinutes || 30} 分钟` : '关闭';
+    const twitter = status.twitterEnabled ? '开启' : '关闭';
+    el.innerHTML = `
+        <span>数据库：${cmEsc(status.databasePath || '')}</span>
+        <span>OpenRouter：${openrouter}</span>
+        <span>自动同步：${autoSync}</span>
+        <span>Twitter：${twitter}</span>
+    `;
+}
+
+function cmRenderRuns(runs) {
+    const el = document.getElementById('cm-runs');
+    if (!el) return;
+    if (!runs.length) {
+        el.innerHTML = '<div class="cm-empty-small">暂无同步记录</div>';
+        return;
+    }
+    el.innerHTML = runs.map(run => {
+        const statusClass = run.status === 'success' ? 'ok' : run.status === 'failed' ? 'bad' : 'warn';
+        return `<div class="cm-run-row">
+            <span>${cmFormatTs(run.started_at)}</span>
+            <span>${cmEsc(run.mode || '')}</span>
+            <span class="cm-run-status ${statusClass}">${cmEsc(run.status || '')}</span>
+            <span title="${cmEsc(run.message || '')}">${cmEsc(cmShortStats(run.stats || {}))}</span>
+        </div>`;
+    }).join('');
+}
+
+function cmRenderItems(items) {
+    const el = document.getElementById('cm-list');
+    if (!el) return;
+    if (!items.length) {
+        el.innerHTML = '<div class="cm-empty">暂无匹配内容。可以先执行增量同步或全量同步。</div>';
+        return;
+    }
+    el.innerHTML = items.map(cmRenderItem).join('');
+}
+
+function cmRenderItem(item) {
+    const urgent = item.reply_recommended || item.priority === 'high';
+    const status = item.status || 'new';
+    const summary = item.summary || item.title || item.content || '未分析内容';
+    const content = item.content || '';
+    const reason = item.reason || '';
+    const reply = item.reply_suggestion || '';
+    const published = cmFormatTs(item.published_at) || item.published_at_text || cmFormatTs(item.collected_at);
+    const feedbackTypes = Array.isArray(item.feedbackTypes) ? item.feedbackTypes.join(', ') : '';
+    return `<article class="cm-item ${urgent ? 'urgent' : ''}" data-id="${item.id}">
+        <div class="cm-item-head">
+            <div class="cm-item-title-block">
+                <h3>${cmEsc(summary).slice(0, 180)}</h3>
+                <div class="cm-meta">
+                    ${cmBadge(CM_SOURCE_LABELS[item.source] || item.source || 'unknown', 'blue')}
+                    ${cmBadge(CM_TYPE_LABELS[item.content_type] || item.content_type || 'unknown', 'gray')}
+                    ${cmBadge(cmSentimentLabel(item.sentiment || item.analysis_status || 'pending'), cmSentimentColor(item.sentiment))}
+                    ${cmBadge(cmPriorityLabel(item.priority), item.priority === 'high' ? 'red' : item.priority === 'medium' ? 'orange' : 'gray')}
+                    ${item.has_actionable_feedback ? cmBadge('具体反馈', 'purple') : ''}
+                    ${item.reply_recommended ? cmBadge('建议回复', 'red') : ''}
+                </div>
+            </div>
+            <a class="cm-link ${item.source_url ? '' : 'disabled'}" href="${cmEsc(item.source_url || '#')}" target="_blank" rel="noreferrer">原始链接</a>
+        </div>
+        <div class="cm-submeta">
+            <span>${cmEsc(item.author_name || item.author_id || '未知作者')}</span>
+            <span>${cmEsc(published || '')}</span>
+            <span>${cmEsc(feedbackTypes)}</span>
+        </div>
+        <p class="cm-content">${cmEsc(cmTruncate(content, 900))}</p>
+        ${reason ? `<p class="cm-reason">${cmEsc(reason)}</p>` : ''}
+        ${reply ? `<div class="cm-reply">${cmEsc(reply)}</div>` : ''}
+        <div class="cm-work">
+            <select class="cm-work-status" data-id="${item.id}">
+                ${Object.entries(cmState.statusLabels || CM_STATUS_LABELS).map(([key, label]) =>
+                    `<option value="${cmEsc(key)}" ${key === status ? 'selected' : ''}>${cmEsc(label)}</option>`
+                ).join('')}
+            </select>
+            <input class="cm-work-owner" data-id="${item.id}" value="${cmEsc(item.owner || '')}" placeholder="处理人">
+            <input class="cm-work-notes" data-id="${item.id}" value="${cmEsc(item.notes || '')}" placeholder="备注">
+            <button class="cm-btn" type="button" onclick="cmSaveWork(${item.id})">保存</button>
+        </div>
+    </article>`;
+}
+
+function cmRenderPager() {
+    const el = document.getElementById('cm-pager');
+    if (!el) return;
+    const pages = Math.max(1, Math.ceil(cmState.total / cmState.pageSize));
+    el.innerHTML = `
+        <button class="cm-btn" type="button" ${cmState.page <= 1 ? 'disabled' : ''} onclick="cmGoPage(${cmState.page - 1})">上一页</button>
+        <span>第 ${cmState.page} / ${pages} 页，共 ${cmState.total} 条</span>
+        <button class="cm-btn" type="button" ${cmState.page >= pages ? 'disabled' : ''} onclick="cmGoPage(${cmState.page + 1})">下一页</button>
+    `;
+}
+
+function cmGoPage(page) {
+    cmState.page = Math.max(1, page);
+    cmLoadItems();
+}
+
+function cmCollectFilters() {
+    const ids = ['source', 'contentType', 'sentiment', 'status', 'analysisStatus', 'q'];
+    const result = {};
+    ids.forEach(key => {
+        const el = document.getElementById('cm-filter-' + key);
+        if (el && el.value) result[key] = el.value;
+    });
+    const reply = document.getElementById('cm-filter-reply');
+    const actionable = document.getElementById('cm-filter-actionable');
+    if (reply && reply.checked) result.reply = '1';
+    if (actionable && actionable.checked) result.actionable = '1';
+    return result;
+}
+
+function cmBindOnce() {
+    const panel = document.getElementById('panel-community-monitor');
+    if (!panel || panel.dataset.cmBound) return;
+    panel.dataset.cmBound = '1';
+    panel.querySelectorAll('[data-cm-filter]').forEach(el => {
+        el.addEventListener(el.type === 'checkbox' ? 'change' : 'input', cmDebouncedFilter);
+        if (el.tagName === 'SELECT') el.addEventListener('change', cmApplyFilters);
+    });
+}
+
+let cmFilterTimer = null;
+function cmDebouncedFilter() {
+    clearTimeout(cmFilterTimer);
+    cmFilterTimer = setTimeout(cmApplyFilters, 260);
+}
+
+function cmApplyFilters() {
+    cmState.page = 1;
+    cmLoadItems();
+}
+
+async function cmTriggerSync(full = false) {
+    const platforms = [];
+    const steam = document.getElementById('cm-platform-steam');
+    const twitter = document.getElementById('cm-platform-twitter');
+    if (!steam || steam.checked) platforms.push('steam');
+    if (twitter && twitter.checked) platforms.push('twitter');
+    try {
+        const resp = await fetch('/api/community-monitor/sync', {
+            method: 'POST',
+            headers: { 'Content-Type': 'application/json' },
+            body: JSON.stringify({ full, platforms })
+        });
+        const result = await resp.json();
+        if (!resp.ok || !result.success) throw new Error(result.error || `HTTP ${resp.status}`);
+        showToast(result.message || '同步已开始', 'success');
+        setTimeout(() => cmLoadOverview(), 800);
+    } catch (err) {
+        showToast('同步启动失败: ' + err.message, 'error');
+    }
+}
+
+async function cmTriggerAnalyze() {
+    try {
+        const resp = await fetch('/api/community-monitor/analyze-pending', {
+            method: 'POST',
+            headers: { 'Content-Type': 'application/json' },
+            body: JSON.stringify({ limit: 20 })
+        });
+        const result = await resp.json();
+        if (!resp.ok || !result.success) throw new Error(result.error || `HTTP ${resp.status}`);
+        showToast(result.message || '补跑分析已开始', 'success');
+        setTimeout(() => cmLoadOverview(), 800);
+    } catch (err) {
+        showToast('补跑失败: ' + err.message, 'error');
+    }
+}
+
+async function cmSaveWork(id) {
+    const statusEl = document.querySelector(`.cm-work-status[data-id="${id}"]`);
+    const ownerEl = document.querySelector(`.cm-work-owner[data-id="${id}"]`);
+    const notesEl = document.querySelector(`.cm-work-notes[data-id="${id}"]`);
+    try {
+        const resp = await fetch(`/api/community-monitor/items/${id}/work`, {
+            method: 'POST',
+            headers: { 'Content-Type': 'application/json' },
+            body: JSON.stringify({
+                status: statusEl ? statusEl.value : 'new',
+                owner: ownerEl ? ownerEl.value : '',
+                notes: notesEl ? notesEl.value : '',
+            })
+        });
+        const result = await resp.json();
+        if (!resp.ok || !result.success) throw new Error(result.error || `HTTP ${resp.status}`);
+        showToast('处理状态已保存', 'success');
+        cmLoadOverview();
+    } catch (err) {
+        showToast('保存失败: ' + err.message, 'error');
+    }
+}
+
+function cmShowManualModal() {
+    const existing = document.getElementById('cm-manual-modal');
+    if (existing) existing.remove();
+    const overlay = document.createElement('div');
+    overlay.id = 'cm-manual-modal';
+    overlay.className = 'cm-modal';
+    overlay.innerHTML = `
+        <div class="cm-modal-card">
+            <div class="cm-modal-head">
+                <div class="cm-modal-title">手动添加社区信息</div>
+                <button class="cm-modal-close" type="button" onclick="this.closest('.cm-modal').remove()">&times;</button>
+            </div>
+            <div class="cm-modal-body">
+                <div class="cm-form-grid">
+                    <input id="cm-manual-source" class="search-input" placeholder="来源社群/平台 *">
+                    <input id="cm-manual-url" class="search-input" placeholder="原始链接">
+                    <input id="cm-manual-title" class="search-input" placeholder="标题">
+                    <input id="cm-manual-author" class="search-input" placeholder="作者/昵称">
+                    <input id="cm-manual-time" class="search-input" placeholder="发布时间文本">
+                    <select id="cm-manual-status" class="filter-select">
+                        ${Object.entries(cmState.statusLabels || CM_STATUS_LABELS).map(([key, label]) =>
+                            `<option value="${cmEsc(key)}">${cmEsc(label)}</option>`
+                        ).join('')}
+                    </select>
+                </div>
+                <textarea id="cm-manual-content" class="cm-textarea" placeholder="正文/摘要 *"></textarea>
+                <div class="cm-form-grid">
+                    <input id="cm-manual-owner" class="search-input" placeholder="处理人">
+                    <input id="cm-manual-notes" class="search-input" placeholder="备注">
+                </div>
+            </div>
+            <div class="cm-modal-foot">
+                <button class="cm-btn" type="button" onclick="document.getElementById('cm-manual-modal').remove()">取消</button>
+                <button class="cm-btn primary" type="button" onclick="cmSubmitManual()">提交</button>
+            </div>
+        </div>
+    `;
+    document.body.appendChild(overlay);
+    overlay.addEventListener('click', e => {
+        if (e.target === overlay) overlay.remove();
+    });
+}
+
+async function cmSubmitManual() {
+    const payload = {
+        sourceName: document.getElementById('cm-manual-source')?.value || '',
+        sourceUrl: document.getElementById('cm-manual-url')?.value || '',
+        title: document.getElementById('cm-manual-title')?.value || '',
+        authorName: document.getElementById('cm-manual-author')?.value || '',
+        publishedAtText: document.getElementById('cm-manual-time')?.value || '',
+        content: document.getElementById('cm-manual-content')?.value || '',
+        status: document.getElementById('cm-manual-status')?.value || 'new',
+        owner: document.getElementById('cm-manual-owner')?.value || '',
+        notes: document.getElementById('cm-manual-notes')?.value || '',
+    };
+    try {
+        const resp = await fetch('/api/community-monitor/manual-items', {
+            method: 'POST',
+            headers: { 'Content-Type': 'application/json' },
+            body: JSON.stringify(payload)
+        });
+        const result = await resp.json();
+        if (!resp.ok || !result.success) throw new Error(result.error || `HTTP ${resp.status}`);
+        document.getElementById('cm-manual-modal')?.remove();
+        showToast(result.analysisError ? '已入库，分析待补跑' : '已入库并分析', 'success');
+        cmState.page = 1;
+        await Promise.all([cmLoadOverview(), cmLoadItems()]);
+    } catch (err) {
+        showToast('提交失败: ' + err.message, 'error');
+    }
+}
+
+function cmBadge(text, color) {
+    return `<span class="badge badge-${color || 'gray'}">${cmEsc(text)}</span>`;
+}
+
+function cmSentimentLabel(value) {
+    return { positive: '正面', negative: '负面', mixed: '混合', neutral: '中性', pending: '待分析', error: '分析失败', done: '已分析' }[value] || value || '待分析';
+}
+
+function cmSentimentColor(value) {
+    return { positive: 'green', negative: 'red', mixed: 'orange', neutral: 'blue' }[value] || 'gray';
+}
+
+function cmPriorityLabel(value) {
+    return { high: '高', medium: '中', low: '低' }[value] || value || '低';
+}
+
+function cmFormatTs(value) {
+    if (!value) return '';
+    const date = new Date(Number(value) * 1000);
+    if (Number.isNaN(date.getTime())) return '';
+    const pad = n => String(n).padStart(2, '0');
+    return `${date.getFullYear()}-${pad(date.getMonth() + 1)}-${pad(date.getDate())} ${pad(date.getHours())}:${pad(date.getMinutes())}`;
+}
+
+function cmShortStats(stats) {
+    const parts = Object.entries(stats).slice(0, 5).map(([key, value]) => `${key}=${value}`);
+    return parts.join(' · ');
+}
+
+function cmTruncate(text, max) {
+    if (!text || text.length <= max) return text || '';
+    return text.slice(0, max) + '...';
+}
+
+function cmEsc(value) {
+    const div = document.createElement('div');
+    div.textContent = value == null ? '' : String(value);
+    return div.innerHTML;
+}
+
+(function () {
+    const observer = new MutationObserver(() => {
+        const panel = document.getElementById('panel-community-monitor');
+        if (panel && panel.classList.contains('active')) {
+            cmLoad();
+        }
+    });
+    const panel = document.getElementById('panel-community-monitor');
+    if (panel) {
+        observer.observe(panel, { attributes: true, attributeFilter: ['class'] });
+        if (panel.classList.contains('active')) cmLoad();
+    }
+})();
--- a/Tools/Dashboard/serve.py
+++ b/Tools/Dashboard/serve.py
@ -105,6 +105,7 @@ CODEX_ARCHIVED_SESSIONS_DIR = os.path.join(CODEX_HOME, 'archived_sessions')
 CODEX_SESSION_INDEX = os.path.join(CODEX_HOME, 'session_index.jsonl')
 CODEX_JOBS = {}
 CODEX_JOBS_LOCK = threading.Lock()
+COMMUNITY_MONITOR_API = None
 BALANCE_MODELING_DIR = os.path.join(PROJECT_ROOT, 'Design', 'drafts', 'planning', 'balance_modeling')
 BALANCE_MODELING_DATA_DIR = os.path.join(BALANCE_MODELING_DIR, 'data')
 SKILL_DATA_ASSET = os.path.join(PROJECT_ROOT, 'Unity', 'Assets', 'BundleResources', 'DataAssets', 'SkillDataAssets.asset')
@ -180,6 +181,14 @@ DESIGN_DOCS = [
 ]


+def _community_monitor():
+    global COMMUNITY_MONITOR_API
+    if COMMUNITY_MONITOR_API is None:
+        from community_monitor import api as monitor_api
+        COMMUNITY_MONITOR_API = monitor_api
+    return COMMUNITY_MONITOR_API
+
+
 def _load_bugs():
    """Load bugs.json from DOC/, return dict with nextId and bugs list."""
    path = os.path.normpath(BUGS_FILE)
@ -820,9 +829,10 @@ class DashboardHandler(http.server.SimpleHTTPRequestHandler):

    extensions_map = {
        **http.server.SimpleHTTPRequestHandler.extensions_map,
-        '.js': 'application/javascript',
-        '.json': 'application/json',
-        '.css': 'text/css',
+        '.html': 'text/html; charset=utf-8',
+        '.js': 'application/javascript; charset=utf-8',
+        '.json': 'application/json; charset=utf-8',
+        '.css': 'text/css; charset=utf-8',
    }

    def end_headers(self):
@ -937,6 +947,9 @@ class DashboardHandler(http.server.SimpleHTTPRequestHandler):
        if self.path.startswith('/api/codex/jobs'):
            self._handle_codex_job_get()
            return
+        if self.path.startswith('/api/community-monitor/'):
+            self._handle_community_monitor_get()
+            return
        # SNS APIs
        if self.path.startswith('/api/sns/'):
            self._handle_sns_get()
@ -1099,6 +1112,8 @@ class DashboardHandler(http.server.SimpleHTTPRequestHandler):
            self._handle_dashboard_preferences_save()
        elif self.path == '/api/codex/run':
            self._handle_codex_run()
+        elif self.path.startswith('/api/community-monitor/'):
+            self._handle_community_monitor_post()
        # SNS APIs
        elif self.path.startswith('/api/sns/'):
            self._handle_sns_post()
@ -1116,6 +1131,63 @@ class DashboardHandler(http.server.SimpleHTTPRequestHandler):
        self.end_headers()
        self.wfile.write(body)

+    # ---- Community monitor ----
+
+    def _read_json_body(self):
+        length = int(self.headers.get('Content-Length', 0))
+        if length <= 0:
+            return {}
+        raw = self.rfile.read(length)
+        if not raw:
+            return {}
+        return json.loads(raw.decode('utf-8'))
+
+    def _handle_community_monitor_get(self):
+        try:
+            monitor = _community_monitor()
+            parsed = urlparse(self.path)
+            if parsed.path == '/api/community-monitor/overview':
+                self._send_json(monitor.overview())
+                return
+            if parsed.path == '/api/community-monitor/items':
+                query = parse_qs(parsed.query)
+                filters = {key: values[0] for key, values in query.items() if values}
+                self._send_json(monitor.list_items(filters))
+                return
+            if parsed.path == '/api/community-monitor/status':
+                self._send_json(monitor.status())
+                return
+            self._send_json({'error': 'Unknown community monitor endpoint'}, 404)
+        except Exception as e:
+            self._send_json({'error': str(e), 'type': type(e).__name__}, 500)
+
+    def _handle_community_monitor_post(self):
+        try:
+            monitor = _community_monitor()
+            parsed = urlparse(self.path)
+            path = parsed.path
+            payload = self._read_json_body()
+            if path == '/api/community-monitor/sync':
+                platforms = payload.get('platforms')
+                if not isinstance(platforms, list):
+                    platforms = None
+                platforms = [str(p) for p in platforms] if platforms else None
+                self._send_json(monitor.trigger_sync(bool(payload.get('full')), platforms))
+                return
+            if path == '/api/community-monitor/analyze-pending':
+                self._send_json(monitor.trigger_analyze(int(payload.get('limit') or 20)))
+                return
+            if path == '/api/community-monitor/manual-items':
+                self._send_json(monitor.create_manual_item(payload))
+                return
+            match = re.match(r'^/api/community-monitor/items/(\d+)/work$', path)
+            if match:
+                self._send_json(monitor.update_work(int(match.group(1)), payload))
+                return
+            self._send_json({'error': 'Unknown community monitor action'}, 404)
+        except Exception as e:
+            self._send_json({'success': False, 'error': str(e), 'type': type(e).__name__}, 500)
+
    # ---- Gmail email processing ----

    def _email_db(self):
@ -5164,6 +5236,11 @@ def kill_stale_servers(port):
 def main():
    os.chdir(SCRIPT_DIR)

+    try:
+        _community_monitor().start_background_sync()
+    except Exception as e:
+        print(f'Community monitor not started: {e}')
+
    print(f'Checking port {PORT} for stale processes...')
    kill_stale_servers(PORT)

--- a/Tools/Dashboard/启动Dashboard.bat
+++ b/Tools/Dashboard/启动Dashboard.bat
@ -28,5 +28,12 @@ if not defined PYTHON_EXE (
 )

 echo Using Python: "%PYTHON_EXE%"
-"%PYTHON_EXE%" serve.py
+echo Checking Dashboard community monitor dependencies...
+"%PYTHON_EXE%" -c "import httpx, bs4" >nul 2>nul
+if errorlevel 1 (
+    echo Installing required Python packages: httpx beautifulsoup4 requests
+    "%PYTHON_EXE%" -m pip install httpx==0.28.1 beautifulsoup4==4.12.3 requests==2.31.0
+)
+
+"%PYTHON_EXE%" serve.py 8080
 pause