diff --git a/app/application/messaging/message.py b/app/application/messaging/message.py
index e422e3ceb..b09bcfe49 100644
--- a/app/application/messaging/message.py
+++ b/app/application/messaging/message.py
@@ -963,13 +963,9 @@ class MessageQueueManager(metaclass=SingletonClass):
             context = copy_context()
             call = partial(self._send, *args, **kwargs)
             loop = asyncio.get_running_loop()
+            submission = partial(loop.run_in_executor, None, context.run, call)
             # 默认执行器保持空底层上下文，渠道调用只使用当前消息快照。
-            await Context().run(
-                loop.run_in_executor,
-                None,
-                context.run,
-                call,
-            )
+            await Context().run(submission)
             return
         self.queue.put({
             "args": args,
diff --git a/docs/refactor/backend-architecture-review.md b/docs/refactor/backend-architecture-review.md
index 408b9e8c6..a9eed92f0 100644
--- a/docs/refactor/backend-architecture-review.md
+++ b/docs/refactor/backend-architecture-review.md
@@ -83,8 +83,8 @@
 
 | 批次 | 叶子目标 | 状态 | 当前证据/停止条件 |
 |---|---|---|---|
-| 0 | 历史任务清账、现行架构图、外部契约核对和宿主基线对齐 | 已本地验证 | #6472 遗漏的 dependency fixture 和 Schema 导出清单已对齐；架构契约 `71 passed` |
-| 1 | Mypy fail-closed，并把 Ruff/Mypy 已下降债务固化为真实低水位 | 待批次 0 | Mypy 1.18.2 在 `message.py` 内部错误退出 2，但脚本误报通过；Ruff 978 对旧基线 1623 |
+| 0 | 历史任务清账、现行架构图、外部契约核对和宿主基线对齐 | 已推送 | `d234c7132`；远端同 SHA；ahead/behind `0/0`；架构契约 `71 passed` |
+| 1 | Mypy fail-closed，并把 Ruff/Mypy 已下降债务固化为真实低水位 | 已本地验证 | Mypy 完整低水位 11994、Ruff 976；专项 `33 passed`；架构契约 `71 passed`；Pylint `10.00/10` |
 | 2 | 用全量串行测试初始化非零 Coverage 低水位，并补齐 CI/文档防回退契约 | 待批次 1 | fixture 当前 Application/Domain 均为 0%；最近 CI 仅作参考，必须在最终代码快照本地重建 |
 | 3 | 收口阶段 62 遗留的 QQ Gateway heartbeat Timer 所有权 | 待批次 2 | Timer 只 cancel 不 join，Gateway 主线程可能在 heartbeat 仍执行时报告停止成功 |
 | Final | 全仓回归、插件兼容复核、台账定稿和远端一致性验证 | 待前置批次 | 所有准入项已推送；全量测试和适用门禁通过；本地/远端 0/0 |
@@ -106,7 +106,8 @@
 * `baseline.py --check-host`、`scripts/schema/exports.py --check` 和相关架构契约测试通过，
   测试结果为 `71 passed`。
 
-待完成：提交并推送本批次，记录远端证据。
+交付证据：提交 `d234c7132` 已推送到 `origin/v3`；`git ls-remote` 返回同一 SHA，
+`HEAD...origin/v3` 为 `0/0`，且本地 HEAD 是远端祖先。
 
 ### 批次 1：Ruff/Mypy 低水位闭环
 
@@ -121,6 +122,20 @@
 完整扫描正常退出并生成真实 Mypy fixture；Ruff/Mypy fixture 与当前结果完全相等；
 针对性测试、两条门禁和适用静态检查通过；批次独立提交推送。
 
+本地验收结果：
+
+* 消息 executor 提交改为零参数 `partial`，保持空底层上下文提交和 worker 请求快照，
+  Mypy 1.18.2 不再 INTERNAL ERROR；同步 fake loop 已验证提交阶段无关联 ID、渠道回调可见 ID；
+* Mypy runner 固定使用 CI 的 Linux/Python 3.14 分析目标，只接受退出码 0/1，拒绝 stderr、
+  缺失/重复摘要和摘要计数不一致；完整扫描覆盖 601 个文件、11994 项。旧 fixture 的
+  342 个文件、6209 项已确认是截断快照；macOS 与 Linux 目标生成结果逐字一致；
+* Ruff/Mypy 将增长与低水位滞后分开；已有基线存在增长时 `--write` 被拒绝，
+  只有纯下降或缺失的新基线可以写入；
+* Ruff fixture 从 1623 收紧到 976，Mypy 和 Ruff 默认路径复跑均通过；
+* 质量/CI/上下文/严格类型专项 `33 passed`，架构契约 `71 passed`，改动文件 Pylint `10.00/10`。
+
+待完成：提交推送并记录远端证据。
+
 ### 批次 2：Coverage 低水位闭环
 
 已确认的既有缺口：Coverage 脚本和 CI 已落地，但 fixture 的 Application/Domain 都是
@@ -178,6 +193,8 @@ git rev-list --left-right --count HEAD...origin/v3
 | 2026-08-26 | 复验宿主基线 | 只剩 #6472 引入的两条合法依赖尚未写入 fixture |
 | 2026-08-26 | 收口 #6472 生成契约 | dependency fixture 与 Schema 导出清单已更新；架构契约 `71 passed` |
 | 2026-08-26 | 后台 owner 历史余项审计 | 仅 QQ heartbeat Timer 满足阶段 62 既有合同和两天准入条件，其余候选关闭或排除 |
+| 2026-08-26 | 批次 0 交付 | `d234c7132` 已推送；远端同 SHA；ahead/behind `0/0` |
+| 2026-08-26 | 批次 1 本地验收 | Mypy 11994、Ruff 976；专项 `33 passed`；架构契约 `71 passed`；Pylint `10.00/10` |
 
 ## 七、本轮停止条件
 
diff --git a/scripts/architecture/mypy_ratchet.py b/scripts/architecture/mypy_ratchet.py
index 5fb33e0bc..4fea7cad8 100644
--- a/scripts/architecture/mypy_ratchet.py
+++ b/scripts/architecture/mypy_ratchet.py
@@ -1,9 +1,8 @@
 """为宿主源码维护 mypy 类型错误只降不增的基线。
 
 与 ``complexity.py`` 同一模式：AST/subprocess 收集当前计数，与 JSON 基线对比，
-删除和减少均合法，新增文件或错误码、既有计数增长都会被拒绝。
-基线按 文件 -> 错误码 -> 数量 三级组织，修复单个文件后可用 ``--write`` 收紧基线，
-不影响其他文件的存量豁免。
+基线按 文件 -> 错误码 -> 数量 三级组织。任何增长都会被拒绝；债务下降后也必须用
+``--write`` 固化新的低水位，避免已经修复的错误重新获得回退额度。
 """
 
 from __future__ import annotations
@@ -22,19 +21,23 @@ DEFAULT_BASELINE = PROJECT_ROOT / "tests/fixtures/architecture/mypy-baseline.jso
 # 只扫描宿主源码；app/plugins 是运行时插件副本，质量由插件市场链路自行管理。
 MYPY_TARGETS = ("app",)
 MYPY_EXCLUDES = ("app/plugins",)
+MYPY_PLATFORM = "linux"
 
 # 形如 app/foo.py:12: error: 消息说明 [error-code]；个别错误可能缺代码。
 _ERROR_LINE = re.compile(r"^(?P<path>.+?):\d+(?::\d+)?: error: .+?(?:\s+\[(?P<code>[a-z0-9-]+)\])?$")
+_ERROR_SUMMARY = re.compile(r"^Found (?P<count>\d+) errors? in ")
 
 
 def run_mypy() -> str:
-    """以当前解释器运行全量 mypy 并返回 stdout（非零退出码属于预期结果）。"""
+    """运行全量 mypy；只接受可完整解析的正常成功或诊断结果。"""
     command = [
         sys.executable,
         "-m",
         "mypy",
         "--no-incremental",
         "--no-pretty",
+        "--platform",
+        MYPY_PLATFORM,
         *MYPY_TARGETS,
     ]
     for pattern in MYPY_EXCLUDES:
@@ -46,6 +49,36 @@ def run_mypy() -> str:
         text=True,
         check=False,
     )
+    if result.returncode not in {0, 1}:
+        details = result.stderr.strip() or result.stdout.strip() or "mypy 执行失败"
+        raise RuntimeError(f"mypy 异常退出（{result.returncode}）：{details}")
+    if result.stderr.strip():
+        raise RuntimeError(f"mypy 在 stderr 输出异常：{result.stderr.strip()}")
+
+    parsed_total = sum(
+        count
+        for codes in parse_errors(result.stdout).values()
+        for count in codes.values()
+    )
+    summaries = [
+        match
+        for line in result.stdout.splitlines()
+        if (match := _ERROR_SUMMARY.match(line.strip()))
+    ]
+    if result.returncode == 0:
+        if parsed_total or not any(
+            line.startswith("Success: no issues found")
+            for line in result.stdout.splitlines()
+        ):
+            raise RuntimeError("mypy 成功输出缺少可验证摘要")
+        return result.stdout
+    if len(summaries) != 1:
+        raise RuntimeError("mypy 错误输出缺少唯一的完整摘要")
+    summary_total = int(summaries[0].group("count"))
+    if summary_total != parsed_total:
+        raise RuntimeError(
+            f"mypy 摘要与已解析错误数不一致：摘要 {summary_total}，解析 {parsed_total}"
+        )
     return result.stdout
 
 
@@ -66,19 +99,38 @@ def parse_errors(output: str) -> dict[str, dict[str, int]]:
     return {path: dict(codes) for path, codes in sorted(report.items())}
 
 
+def classify_counts(
+    baseline: dict[str, dict[str, int]], current: dict[str, dict[str, int]]
+) -> tuple[list[str], list[str]]:
+    """把计数差异分为不可写入的回退和可固化的低水位下降。"""
+    regressions: list[str] = []
+    stale: list[str] = []
+    for path in sorted(baseline.keys() | current.keys()):
+        previous = baseline.get(path, {})
+        latest = current.get(path, {})
+        for code in sorted(previous.keys() | latest.keys()):
+            old_count = previous.get(code, 0)
+            new_count = latest.get(code, 0)
+            if new_count > old_count:
+                if old_count == 0:
+                    regressions.append(f"{path}: 新增类型错误 [{code}] x{new_count}")
+                else:
+                    regressions.append(
+                        f"{path}: 既有错误增长 [{code}] {old_count}->{new_count}"
+                    )
+            elif new_count < old_count:
+                stale.append(
+                    f"{path}: 类型错误低水位未固化 [{code}] {old_count}->{new_count}"
+                )
+    return regressions, stale
+
+
 def compare_counts(
     baseline: dict[str, dict[str, int]], current: dict[str, dict[str, int]]
 ) -> list[str]:
-    """返回新增文件/错误码或既有计数增长问题；删除与减少均合法。"""
-    problems = []
-    for path, codes in current.items():
-        previous = baseline.get(path, {})
-        for code, count in codes.items():
-            if code not in previous:
-                problems.append(f"{path}: 新增类型错误 [{code}] x{count}")
-            elif count > previous[code]:
-                problems.append(f"{path}: 既有错误增长 [{code}] {previous[code]}->{count}")
-    return problems
+    """返回类型错误增长和尚未固化的新低水位。"""
+    regressions, stale = classify_counts(baseline, current)
+    return [*regressions, *stale]
 
 
 def main() -> int:
@@ -88,22 +140,40 @@ def main() -> int:
     parser.add_argument("--baseline", type=Path, default=DEFAULT_BASELINE)
     args = parser.parse_args()
     current = parse_errors(run_mypy())
+    baseline_exists = args.baseline.exists()
+    baseline = (
+        json.loads(args.baseline.read_text(encoding="utf-8"))
+        if baseline_exists
+        else {}
+    )
+    regressions, stale = classify_counts(baseline, current)
     if args.write:
+        if baseline_exists and regressions:
+            print("\n".join(regressions))
+            print("拒绝写入：当前结果包含类型错误回退，--write 只能固化下降后的低水位。")
+            return 1
         args.baseline.parent.mkdir(parents=True, exist_ok=True)
         args.baseline.write_text(
             json.dumps(current, ensure_ascii=False, indent=2, sort_keys=True) + "\n",
             encoding="utf-8",
         )
-        print(f"已写入 {args.baseline.relative_to(PROJECT_ROOT)}")
+        display_path = (
+            args.baseline.relative_to(PROJECT_ROOT)
+            if args.baseline.is_relative_to(PROJECT_ROOT)
+            else args.baseline
+        )
+        print(f"已写入 {display_path}")
         return 0
-    baseline = json.loads(args.baseline.read_text(encoding="utf-8"))
-    problems = compare_counts(baseline, current)
+    problems = [*regressions, *stale]
     if problems:
         print("\n".join(problems))
-        print("提示：修复后可用 --write 收紧基线；禁止为绕过门禁放宽基线。")
+        if regressions:
+            print("先消除类型错误回退；存在增长时禁止用 --write 覆盖基线。")
+        else:
+            print("提示：当前只有债务下降，可用 --write 固化新的低水位。")
         return 1
     total = sum(count for codes in current.values() for count in codes.values())
-    print(f"mypy ratchet 通过（存量 {total} 个类型错误，只降不增）")
+    print(f"mypy ratchet 通过（低水位已同步：{total} 个类型错误）")
     return 0
 
 
diff --git a/scripts/architecture/ruff_ratchet.py b/scripts/architecture/ruff_ratchet.py
index ea5c651c7..8cd94b7a8 100644
--- a/scripts/architecture/ruff_ratchet.py
+++ b/scripts/architecture/ruff_ratchet.py
@@ -26,7 +26,14 @@ def run_ruff() -> list[dict[str, Any]]:
     )
     if result.returncode not in {0, 1}:
         raise RuntimeError(result.stderr or result.stdout or "Ruff 执行失败")
-    return json.loads(result.stdout or "[]")
+    diagnostics = json.loads(result.stdout or "[]")
+    if not isinstance(diagnostics, list):
+        raise RuntimeError("Ruff JSON 输出不是诊断列表")
+    if result.returncode == 0 and diagnostics:
+        raise RuntimeError("Ruff 返回成功但仍输出诊断")
+    if result.returncode == 1 and not diagnostics:
+        raise RuntimeError("Ruff 返回诊断状态但输出为空")
+    return diagnostics
 
 
 def aggregate_diagnostics(
@@ -40,22 +47,40 @@ def aggregate_diagnostics(
     return {path: dict(sorted(codes.items())) for path, codes in sorted(report.items())}
 
 
+def classify_counts(
+    baseline: dict[str, dict[str, int]],
+    current: dict[str, dict[str, int]],
+) -> tuple[list[str], list[str]]:
+    """把计数差异分为不可写入的回退和可固化的低水位下降。"""
+    regressions: list[str] = []
+    stale: list[str] = []
+    for path in sorted(baseline.keys() | current.keys()):
+        previous = baseline.get(path, {})
+        latest = current.get(path, {})
+        for code in sorted(previous.keys() | latest.keys()):
+            old_count = previous.get(code, 0)
+            new_count = latest.get(code, 0)
+            if new_count > old_count:
+                if old_count == 0:
+                    regressions.append(f"{path}: 新增 Ruff 诊断 [{code}] x{new_count}")
+                else:
+                    regressions.append(
+                        f"{path}: Ruff 诊断增长 [{code}] {old_count}->{new_count}"
+                    )
+            elif new_count < old_count:
+                stale.append(
+                    f"{path}: Ruff 低水位未固化 [{code}] {old_count}->{new_count}"
+                )
+    return regressions, stale
+
+
 def compare_counts(
     baseline: dict[str, dict[str, int]],
     current: dict[str, dict[str, int]],
 ) -> list[str]:
-    """返回新增规则或既有数量增长；修复和删除均合法。"""
-    problems = []
-    for path, codes in current.items():
-        previous = baseline.get(path, {})
-        for code, count in codes.items():
-            if code not in previous:
-                problems.append(f"{path}: 新增 Ruff 诊断 [{code}] x{count}")
-            elif count > previous[code]:
-                problems.append(
-                    f"{path}: Ruff 诊断增长 [{code}] {previous[code]}->{count}"
-                )
-    return problems
+    """返回 Ruff 诊断增长和尚未固化的新低水位。"""
+    regressions, stale = classify_counts(baseline, current)
+    return [*regressions, *stale]
 
 
 def main() -> int:
@@ -65,22 +90,40 @@ def main() -> int:
     parser.add_argument("--baseline", type=Path, default=DEFAULT_BASELINE)
     args = parser.parse_args()
     current = aggregate_diagnostics(run_ruff())
+    baseline_exists = args.baseline.exists()
+    baseline = (
+        json.loads(args.baseline.read_text(encoding="utf-8"))
+        if baseline_exists
+        else {}
+    )
+    regressions, stale = classify_counts(baseline, current)
     if args.write:
+        if baseline_exists and regressions:
+            print("\n".join(regressions))
+            print("拒绝写入：当前结果包含 Ruff 回退，--write 只能固化下降后的低水位。")
+            return 1
         args.baseline.parent.mkdir(parents=True, exist_ok=True)
         args.baseline.write_text(
             json.dumps(current, ensure_ascii=False, indent=2, sort_keys=True) + "\n",
             encoding="utf-8",
         )
-        print(f"已写入 {args.baseline.relative_to(PROJECT_ROOT)}")
+        display_path = (
+            args.baseline.relative_to(PROJECT_ROOT)
+            if args.baseline.is_relative_to(PROJECT_ROOT)
+            else args.baseline
+        )
+        print(f"已写入 {display_path}")
         return 0
-    baseline = json.loads(args.baseline.read_text(encoding="utf-8"))
-    problems = compare_counts(baseline, current)
+    problems = [*regressions, *stale]
     if problems:
         print("\n".join(problems))
-        print("提示：修复后可用 --write 收紧基线；禁止为绕过门禁放宽基线。")
+        if regressions:
+            print("先消除 Ruff 回退；存在增长时禁止用 --write 覆盖基线。")
+        else:
+            print("提示：当前只有债务下降，可用 --write 固化新的低水位。")
         return 1
     total = sum(count for codes in current.values() for count in codes.values())
-    print(f"Ruff ratchet 通过（存量 {total} 个诊断，只降不增）")
+    print(f"Ruff ratchet 通过（低水位已同步：{total} 个诊断）")
     return 0
 
 
diff --git a/tests/fixtures/architecture/mypy-baseline.json b/tests/fixtures/architecture/mypy-baseline.json
index 7edb706dd..7f88e844e 100644
--- a/tests/fixtures/architecture/mypy-baseline.json
+++ b/tests/fixtures/architecture/mypy-baseline.json
@@ -1,6 +1,20 @@
 {
   "app/adapters/cache/backends.py": {
-    "import-untyped": 1
+    "import-untyped": 1,
+    "no-any-return": 1,
+    "no-untyped-call": 2,
+    "no-untyped-def": 4,
+    "operator": 5,
+    "override": 16
+  },
+  "app/adapters/cache/redis.py": {
+    "arg-type": 9,
+    "no-any-return": 2,
+    "no-untyped-call": 21,
+    "no-untyped-def": 16,
+    "return-value": 2,
+    "str-bytes-safe": 2,
+    "union-attr": 27
   },
   "app/adapters/external/cookiecloud.py": {
     "arg-type": 1,
@@ -18,7 +32,7 @@
     "assignment": 3,
     "attr-defined": 4,
     "import-untyped": 1,
-    "misc": 4,
+    "misc": 2,
     "no-any-return": 8,
     "no-untyped-call": 6,
     "no-untyped-def": 10,
@@ -33,7 +47,6 @@
   },
   "app/adapters/external/plugin/client.py": {
     "arg-type": 1,
-    "no-any-return": 2,
     "type-arg": 6
   },
   "app/adapters/external/server.py": {
@@ -62,6 +75,11 @@
   "app/adapters/network/cloudflare.py": {
     "no-untyped-def": 1
   },
+  "app/adapters/network/doh.py": {
+    "assignment": 1,
+    "no-any-return": 1,
+    "no-untyped-def": 3
+  },
   "app/adapters/network/http.py": {
     "assignment": 43,
     "misc": 1,
@@ -103,9 +121,6 @@
   "app/adapters/system/plugin/dependency.py": {
     "no-any-return": 3
   },
-  "app/adapters/system/plugin/package.py": {
-    "no-any-return": 1
-  },
   "app/adapters/system/resource.py": {
     "no-untyped-call": 1,
     "no-untyped-def": 2,
@@ -138,6 +153,12 @@
     "misc": 1,
     "no-any-return": 2
   },
+  "app/agent/callback/__init__.py": {
+    "no-untyped-call": 5,
+    "no-untyped-def": 9,
+    "return-value": 1,
+    "type-arg": 1
+  },
   "app/agent/contracts.py": {
     "type-arg": 1
   },
@@ -158,7 +179,25 @@
     "union-attr": 2
   },
   "app/agent/llm/provider.py": {
-    "import-untyped": 1
+    "arg-type": 3,
+    "import-untyped": 1,
+    "no-any-return": 11,
+    "no-untyped-def": 1
+  },
+  "app/agent/mcp.py": {
+    "assignment": 2,
+    "attr-defined": 3,
+    "no-any-return": 1,
+    "no-untyped-def": 6,
+    "return-value": 2,
+    "type-arg": 7,
+    "type-var": 1
+  },
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+    "no-untyped-call": 2,
+    "no-untyped-def": 8,
+    "type-arg": 1
   },
   "app/agent/middleware/activity_log.py": {
     "misc": 3,
@@ -177,11 +216,26 @@
   "app/agent/middleware/patch_tool_calls.py": {
     "misc": 1
   },
+  "app/agent/middleware/policy.py": {
+    "misc": 2,
+    "union-attr": 1
+  },
+  "app/agent/middleware/runtime_config.py": {
+    "misc": 1
+  },
   "app/agent/middleware/skills.py": {
     "import-untyped": 1,
     "misc": 3,
     "valid-type": 1
   },
+  "app/agent/middleware/subagents.py": {
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+    "misc": 7,
+    "type-arg": 5,
+    "var-annotated": 1
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   "app/agent/middleware/summarization.py": {
     "misc": 2,
     "no-any-return": 6,
@@ -196,6 +250,18 @@
     "misc": 1,
     "no-any-return": 2
   },
+  "app/agent/orchestrator.py": {
+    "arg-type": 17,
+    "assignment": 14,
+    "attr-defined": 7,
+    "dict-item": 1,
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+    "union-attr": 3,
+    "var-annotated": 1
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   "app/agent/policy/orchestrator.py": {
     "no-any-return": 1
   },
@@ -218,16 +284,43 @@
   },
   "app/agent/skills/registry.py": {
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     "misc": 3,
     "no-any-return": 7,
     "no-untyped-def": 5,
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     "union-attr": 13
   },
+  "app/agent/tools/base.py": {
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+    "no-untyped-def": 7,
+    "type-arg": 2,
+    "var-annotated": 1
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   "app/agent/tools/catalog.py": {
     "attr-defined": 1
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+  "app/agent/tools/factory.py": {
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+    "assignment": 5,
+    "no-any-return": 1,
+    "no-untyped-def": 1,
+    "type-arg": 3
+  },
+  "app/agent/tools/impl/_filter_rule_utils.py": {
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+    "call-overload": 1,
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+    "no-any-return": 2,
+    "no-untyped-call": 1,
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+    "var-annotated": 1
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+  "app/agent/tools/impl/_plugin_tool_utils.py": {
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+    "no-any-return": 2
+  },
   "app/agent/tools/impl/_terminal_session.py": {
     "assignment": 2,
     "attr-defined": 1,
@@ -240,28 +333,775 @@
     "type-arg": 2,
     "var-annotated": 1
   },
+  "app/agent/tools/impl/add_custom_filter_rule.py": {
+    "misc": 1,
+    "no-untyped-def": 2,
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+  "app/agent/tools/impl/add_download_tasks.py": {
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+    "return-value": 1
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+  "app/agent/tools/impl/add_rule_group.py": {
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+    "misc": 1,
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+  "app/agent/tools/impl/delete_agent_task.py": {
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+  "app/agent/tools/impl/delete_download_tasks.py": {
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+  "app/api/endpoints/mediaserver.py": {
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+    "operator": 1,
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+  "app/api/endpoints/music.py": {
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+    "type-arg": 3
+  },
+  "app/api/endpoints/notification.py": {
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   "app/api/endpoints/plugin.py": {
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+  "app/api/endpoints/recommend.py": {
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+    "no-redef": 1
+  },
+  "app/api/endpoints/search.py": {
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+    "no-untyped-call": 8,
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+  "app/api/endpoints/storage.py": {
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+    "attr-defined": 1,
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+    "type-arg": 1
+  },
+  "app/api/endpoints/subscribe.py": {
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+    "assignment": 3,
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+    "misc": 28,
+    "no-any-return": 1,
+    "no-untyped-call": 1,
+    "no-untyped-def": 1,
+    "type-arg": 2
   },
   "app/api/endpoints/system.py": {
-    "import-untyped": 1
+    "arg-type": 2,
+    "attr-defined": 6,
+    "import-untyped": 1,
+    "list-item": 1,
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+    "operator": 1,
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+    "type-var": 2,
+    "var-annotated": 1
+  },
+  "app/api/endpoints/tmdb.py": {
+    "attr-defined": 1,
+    "misc": 11,
+    "no-untyped-call": 4,
+    "operator": 4,
+    "type-arg": 3
+  },
+  "app/api/endpoints/torrent.py": {
+    "misc": 5,
+    "no-untyped-call": 1,
+    "no-untyped-def": 5
+  },
+  "app/api/endpoints/transfer.py": {
+    "arg-type": 18,
+    "assignment": 1,
+    "attr-defined": 2,
+    "misc": 8,
+    "operator": 3,
+    "type-arg": 3
+  },
+  "app/api/endpoints/user.py": {
+    "misc": 10,
+    "no-untyped-def": 2,
+    "str-bytes-safe": 1,
+    "type-arg": 3
+  },
+  "app/api/endpoints/webhook.py": {
+    "misc": 2,
+    "no-untyped-def": 1
+  },
+  "app/api/endpoints/workflow.py": {
+    "assignment": 1,
+    "misc": 16
   },
   "app/api/response.py": {
     "arg-type": 1,
     "misc": 2,
     "valid-type": 1
   },
+  "app/api/servarr.py": {
+    "arg-type": 4,
+    "assignment": 2,
+    "attr-defined": 1,
+    "index": 3,
+    "misc": 16,
+    "no-any-return": 2,
+    "type-arg": 1,
+    "union-attr": 1
+  },
   "app/api/servcookie.py": {
-    "import-untyped": 1
+    "import-untyped": 1,
+    "misc": 7,
+    "no-any-return": 5,
+    "return": 1,
+    "type-arg": 1
   },
   "app/application/agent.py": {
     "no-any-return": 4
@@ -272,6 +1112,10 @@
   "app/application/agenttask.py": {
     "type-arg": 1
   },
+  "app/application/chain/durable_events.py": {
+    "arg-type": 1,
+    "no-untyped-call": 1
+  },
   "app/application/commands.py": {
     "no-any-return": 1
   },
@@ -310,6 +1154,14 @@
     "no-any-return": 1,
     "type-arg": 5
   },
+  "app/application/image.py": {
+    "arg-type": 1,
+    "misc": 8,
+    "no-any-return": 10,
+    "no-untyped-call": 1,
+    "no-untyped-def": 2,
+    "type-arg": 5
+  },
   "app/application/maintenance.py": {
     "assignment": 1
   },
@@ -325,6 +1177,9 @@
     "type-arg": 15,
     "var-annotated": 1
   },
+  "app/application/messaging/chat.py": {
+    "type-arg": 8
+  },
   "app/application/messaging/ingress.py": {
     "arg-type": 2
   },
@@ -338,15 +1193,15 @@
   },
   "app/application/messaging/message.py": {
     "arg-type": 5,
-    "assignment": 3,
+    "assignment": 9,
     "dict-item": 1,
     "misc": 1,
-    "no-any-return": 4,
-    "no-untyped-call": 2,
-    "no-untyped-def": 11,
+    "no-any-return": 5,
+    "no-untyped-call": 4,
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     "type-arg": 18,
     "union-attr": 2,
-    "var-annotated": 1
+    "var-annotated": 2
   },
   "app/application/messaging/plugin.py": {
     "arg-type": 5,
@@ -391,13 +1246,6 @@
   "app/application/plugin/config.py": {
     "type-arg": 3
   },
-  "app/application/plugin/install.py": {
-    "arg-type": 1,
-    "var-annotated": 1
-  },
-  "app/application/plugin/lifecycle.py": {
-    "no-untyped-def": 2
-  },
   "app/application/rss.py": {
     "arg-type": 2,
     "assignment": 5,
@@ -412,6 +1260,11 @@
     "no-untyped-def": 1,
     "type-arg": 7
   },
+  "app/application/security/auth.py": {
+    "no-untyped-call": 2,
+    "no-untyped-def": 1,
+    "type-arg": 1
+  },
   "app/application/security/cookie.py": {
     "arg-type": 3,
     "assignment": 2,
@@ -423,6 +1276,9 @@
   "app/application/security/otp.py": {
     "no-any-return": 3
   },
+  "app/application/security/passkey.py": {
+    "no-untyped-call": 1
+  },
   "app/application/security/passkeys.py": {
     "valid-type": 2
   },
@@ -515,6 +1371,13 @@
     "type-arg": 14,
     "union-attr": 47
   },
+  "app/chain/__init__.py": {
+    "assignment": 13,
+    "attr-defined": 1,
+    "no-any-return": 50,
+    "no-untyped-def": 7,
+    "type-arg": 31
+  },
   "app/chain/_interaction.py": {
     "assignment": 3,
     "attr-defined": 1,
@@ -522,6 +1385,21 @@
     "no-untyped-call": 3,
     "no-untyped-def": 2
   },
+  "app/chain/_messaging.py": {
+    "arg-type": 2,
+    "attr-defined": 35,
+    "no-any-return": 6,
+    "no-untyped-call": 2,
+    "no-untyped-def": 2,
+    "type-arg": 4
+  },
+  "app/chain/_music.py": {
+    "arg-type": 6,
+    "assignment": 1,
+    "attr-defined": 8,
+    "no-untyped-call": 1,
+    "union-attr": 8
+  },
   "app/chain/_recognition.py": {
     "arg-type": 6,
     "assignment": 7,
@@ -530,6 +1408,242 @@
     "no-untyped-def": 5,
     "type-arg": 4
   },
+  "app/chain/_transfer.py": {
+    "arg-type": 9,
+    "assignment": 4,
+    "attr-defined": 55,
+    "no-any-return": 4,
+    "no-untyped-call": 1,
+    "no-untyped-def": 8,
+    "return-value": 2,
+    "truthy-function": 1,
+    "type-arg": 3
+  },
+  "app/chain/anilist.py": {
+    "no-any-return": 4,
+    "no-untyped-def": 2,
+    "type-arg": 2
+  },
+  "app/chain/bangumi.py": {
+    "no-any-return": 14,
+    "no-untyped-def": 2,
+    "type-arg": 2
+  },
+  "app/chain/dashboard.py": {
+    "no-any-return": 2
+  },
+  "app/chain/douban.py": {
+    "no-any-return": 28
+  },
+  "app/chain/download.py": {
+    "arg-type": 51,
+    "assignment": 29,
+    "attr-defined": 7,
+    "call-overload": 1,
+    "comparison-overlap": 1,
+    "misc": 1,
+    "no-any-return": 4,
+    "no-redef": 1,
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+    "operator": 1,
+    "return-value": 1,
+    "type-arg": 10,
+    "union-attr": 37,
+    "valid-type": 1
+  },
+  "app/chain/interaction.py": {
+    "arg-type": 16,
+    "assignment": 3,
+    "no-untyped-call": 1,
+    "return-value": 1,
+    "union-attr": 18,
+    "var-annotated": 1
+  },
+  "app/chain/media.py": {
+    "arg-type": 34,
+    "assignment": 15,
+    "comparison-overlap": 3,
+    "no-any-return": 3,
+    "no-untyped-def": 3,
+    "return-value": 7,
+    "type-arg": 11,
+    "union-attr": 2
+  },
+  "app/chain/mediaserver.py": {
+    "arg-type": 3,
+    "assignment": 2,
+    "misc": 2,
+    "no-any-return": 5,
+    "type-arg": 1
+  },
+  "app/chain/message.py": {
+    "arg-type": 23,
+    "assignment": 2,
+    "no-any-return": 11,
+    "no-untyped-call": 10,
+    "no-untyped-def": 6,
+    "type-arg": 2,
+    "union-attr": 1,
+    "var-annotated": 1
+  },
+  "app/chain/musicbrainz.py": {
+    "type-arg": 2
+  },
+  "app/chain/recommend.py": {
+    "arg-type": 20,
+    "misc": 60,
+    "no-untyped-call": 14,
+    "no-untyped-def": 1,
+    "operator": 8,
+    "type-arg": 31
+  },
+  "app/chain/scraping.py": {
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+    "assignment": 13,
+    "attr-defined": 2,
+    "call-arg": 1,
+    "index": 1,
+    "misc": 2,
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+    "no-untyped-def": 14,
+    "return-value": 1,
+    "type-arg": 2,
+    "var-annotated": 1
+  },
+  "app/chain/search.py": {
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+    "assignment": 67,
+    "attr-defined": 2,
+    "call-overload": 1,
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+    "misc": 1,
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+    "return-value": 1,
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+    "type-var": 4,
+    "valid-type": 2
+  },
+  "app/chain/site.py": {
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+    "assignment": 7,
+    "attr-defined": 1,
+    "misc": 6,
+    "no-any-return": 1,
+    "no-untyped-call": 1,
+    "no-untyped-def": 8,
+    "return-value": 2,
+    "type-arg": 5
+  },
+  "app/chain/storage.py": {
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+    "assignment": 3,
+    "attr-defined": 1,
+    "no-any-return": 11,
+    "type-arg": 2
+  },
+  "app/chain/subscribe.py": {
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+    "assignment": 18,
+    "attr-defined": 5,
+    "call-overload": 1,
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+    "truthy-function": 3,
+    "type-arg": 15,
+    "type-var": 1,
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+    "var-annotated": 4
+  },
+  "app/chain/system.py": {
+    "attr-defined": 1,
+    "no-untyped-call": 3,
+    "no-untyped-def": 11
+  },
+  "app/chain/theaudiodb.py": {
+    "type-arg": 1
+  },
+  "app/chain/tmdb.py": {
+    "no-any-return": 28,
+    "type-arg": 2
+  },
+  "app/chain/torrents.py": {
+    "arg-type": 28,
+    "assignment": 4,
+    "no-any-return": 1,
+    "no-untyped-call": 1,
+    "no-untyped-def": 15,
+    "type-arg": 5,
+    "union-attr": 2
+  },
+  "app/chain/transfer.py": {
+    "arg-type": 65,
+    "assignment": 26,
+    "attr-defined": 4,
+    "func-returns-value": 1,
+    "misc": 2,
+    "no-any-return": 3,
+    "no-redef": 2,
+    "no-untyped-call": 8,
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+    "operator": 3,
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+    "truthy-function": 5,
+    "type-arg": 10,
+    "union-attr": 33,
+    "var-annotated": 4
+  },
+  "app/chain/user.py": {
+    "arg-type": 3,
+    "index": 1
+  },
+  "app/chain/workflow.py": {
+    "arg-type": 2,
+    "assignment": 1,
+    "call-arg": 1,
+    "index": 4,
+    "misc": 1,
+    "no-any-return": 10,
+    "no-untyped-def": 3,
+    "truthy-function": 2,
+    "type-arg": 17,
+    "union-attr": 4,
+    "var-annotated": 6
+  },
+  "app/cli.py": {
+    "attr-defined": 2,
+    "misc": 57,
+    "no-any-return": 6,
+    "type-arg": 3,
+    "union-attr": 2
+  },
+  "app/command.py": {
+    "arg-type": 3,
+    "assignment": 5,
+    "misc": 6,
+    "no-untyped-call": 5,
+    "no-untyped-def": 4,
+    "type-arg": 7,
+    "valid-type": 1,
+    "var-annotated": 1
+  },
+  "app/db/adapters/chain.py": {
+    "return-value": 1
+  },
+  "app/db/adapters/plugininstallation.py": {
+    "no-any-return": 1,
+    "redundant-cast": 2
+  },
   "app/db/engine.py": {
     "no-untyped-def": 3,
     "type-arg": 1
@@ -685,11 +1799,10 @@
     "arg-type": 1
   },
   "app/domain/context.py": {
-    "arg-type": 7,
+    "arg-type": 5,
     "assignment": 133,
-    "call-overload": 1,
     "index": 3,
-    "no-any-return": 2,
+    "no-any-return": 1,
     "no-untyped-call": 5,
     "no-untyped-def": 27,
     "operator": 1,
@@ -773,6 +1886,9 @@
     "no-untyped-def": 6,
     "type-arg": 1
   },
+  "app/factory.py": {
+    "misc": 1
+  },
   "app/foundation/crypto.py": {
     "no-any-return": 1,
     "no-untyped-def": 1,
@@ -816,6 +1932,55 @@
   "app/foundation/url.py": {
     "type-arg": 1
   },
+  "app/main.py": {
+    "misc": 1,
+    "no-untyped-call": 1,
+    "no-untyped-def": 5
+  },
+  "app/modules/__init__.py": {
+    "assignment": 1,
+    "attr-defined": 3,
+    "empty-body": 4,
+    "misc": 3,
+    "no-any-return": 1,
+    "no-untyped-call": 5,
+    "no-untyped-def": 7,
+    "union-attr": 4
+  },
+  "app/modules/_base/downloader.py": {
+    "assignment": 1,
+    "attr-defined": 5,
+    "no-untyped-call": 1
+  },
+  "app/modules/_base/mediaserver.py": {
+    "arg-type": 2,
+    "assignment": 3,
+    "attr-defined": 5,
+    "no-any-return": 1,
+    "no-untyped-call": 1,
+    "no-untyped-def": 2,
+    "var-annotated": 1
+  },
+  "app/modules/_base/notification.py": {
+    "arg-type": 1,
+    "assignment": 1,
+    "no-untyped-call": 1,
+    "no-untyped-def": 3,
+    "type-arg": 5
+  },
+  "app/modules/acoustid/__init__.py": {
+    "arg-type": 1,
+    "list-item": 1,
+    "no-untyped-call": 1
+  },
+  "app/modules/anilist/__init__.py": {
+    "assignment": 4,
+    "no-any-return": 2,
+    "no-untyped-call": 1,
+    "no-untyped-def": 5,
+    "return-value": 1,
+    "type-arg": 12
+  },
   "app/modules/anilist/anilist.py": {
     "arg-type": 1,
     "misc": 15,
@@ -823,14 +1988,41 @@
     "no-untyped-def": 5,
     "type-arg": 31
   },
+  "app/modules/bangumi/__init__.py": {
+    "arg-type": 2,
+    "assignment": 4,
+    "no-any-return": 4,
+    "no-untyped-call": 11,
+    "no-untyped-def": 5,
+    "return-value": 1,
+    "type-arg": 7
+  },
   "app/modules/bangumi/bangumi.py": {
     "misc": 2,
     "no-untyped-def": 22,
     "var-annotated": 2
   },
+  "app/modules/dingtalk/__init__.py": {
+    "arg-type": 2,
+    "no-untyped-call": 1,
+    "no-untyped-def": 1,
+    "override": 1
+  },
   "app/modules/dingtalk/dingtalk.py": {
     "no-untyped-def": 1
   },
+  "app/modules/discord/__init__.py": {
+    "arg-type": 11,
+    "assignment": 10,
+    "attr-defined": 1,
+    "empty-body": 1,
+    "misc": 1,
+    "no-any-return": 1,
+    "no-untyped-call": 1,
+    "no-untyped-def": 1,
+    "truthy-function": 1,
+    "type-arg": 8
+  },
   "app/modules/discord/discord.py": {
     "assignment": 1,
     "dict-item": 1,
@@ -841,6 +2033,18 @@
     "type-arg": 14,
     "union-attr": 18
   },
+  "app/modules/douban/__init__.py": {
+    "arg-type": 2,
+    "assignment": 27,
+    "empty-body": 1,
+    "misc": 2,
+    "no-any-return": 8,
+    "no-untyped-call": 12,
+    "no-untyped-def": 11,
+    "return-value": 2,
+    "type-arg": 13,
+    "union-attr": 9
+  },
   "app/modules/douban/apiv2.py": {
     "misc": 6,
     "no-any-return": 4,
@@ -856,6 +2060,14 @@
     "return-value": 1,
     "type-arg": 1
   },
+  "app/modules/emby/__init__.py": {
+    "arg-type": 3,
+    "assignment": 13,
+    "empty-body": 1,
+    "no-untyped-call": 1,
+    "no-untyped-def": 1,
+    "type-arg": 1
+  },
   "app/modules/emby/emby.py": {
     "arg-type": 9,
     "assignment": 2,
@@ -867,6 +2079,24 @@
     "union-attr": 1,
     "var-annotated": 3
   },
+  "app/modules/fanart/__init__.py": {
+    "misc": 2,
+    "no-any-return": 1,
+    "no-untyped-call": 1,
+    "no-untyped-def": 2,
+    "type-arg": 10,
+    "var-annotated": 1
+  },
+  "app/modules/feishu/__init__.py": {
+    "arg-type": 4,
+    "assignment": 6,
+    "attr-defined": 1,
+    "no-untyped-call": 1,
+    "no-untyped-def": 1,
+    "return-value": 1,
+    "type-arg": 5,
+    "union-attr": 8
+  },
   "app/modules/feishu/feishu.py": {
     "arg-type": 5,
     "assignment": 1,
@@ -877,18 +2107,161 @@
     "type-arg": 25,
     "union-attr": 8
   },
+  "app/modules/filemanager/module.py": {
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+  "app/modules/filemanager/storages/smb.py": {
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+  },
+  "app/modules/filemanager/storages/u115.py": {
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+    "attr-defined": 1,
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+    "empty-body": 2,
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+    "union-attr": 32
+  },
+  "app/modules/filemanager/transhandler.py": {
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+    "assignment": 8,
+    "attr-defined": 1,
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+    "union-attr": 2
+  },
+  "app/modules/filter/__init__.py": {
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+    "empty-body": 1,
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+    "var-annotated": 1
+  },
+  "app/modules/imdb/__init__.py": {
+    "assignment": 10,
+    "no-any-return": 1,
+    "no-untyped-call": 1,
+    "no-untyped-def": 3,
+    "override": 1,
+    "type-arg": 5
+  },
   "app/modules/imdb/api.py": {
     "arg-type": 2,
     "misc": 5,
     "no-any-return": 2,
     "type-arg": 18
   },
+  "app/modules/indexer/__init__.py": {
+    "arg-type": 34,
+    "assignment": 8,
+    "attr-defined": 1,
+    "empty-body": 1,
+    "no-any-return": 2,
+    "no-untyped-call": 4,
+    "no-untyped-def": 1,
+    "return-value": 5,
+    "type-arg": 19,
+    "var-annotated": 5
+  },
   "app/modules/indexer/parser/__init__.py": {
     "arg-type": 20,
     "assignment": 5,
     "comparison-overlap": 1,
-    "no-untyped-call": 5,
-    "no-untyped-def": 15,
+    "no-untyped-call": 4,
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     "return-value": 1,
     "type-arg": 3,
     "var-annotated": 3
@@ -1093,6 +2466,14 @@
     "no-untyped-def": 1,
     "type-arg": 8
   },
+  "app/modules/jellyfin/__init__.py": {
+    "arg-type": 3,
+    "assignment": 13,
+    "empty-body": 1,
+    "no-untyped-call": 1,
+    "no-untyped-def": 1,
+    "type-arg": 1
+  },
   "app/modules/jellyfin/jellyfin.py": {
     "arg-type": 7,
     "assignment": 4,
@@ -1106,6 +2487,29 @@
     "union-attr": 1,
     "var-annotated": 3
   },
+  "app/modules/listenbrainz/__init__.py": {
+    "arg-type": 1,
+    "misc": 2,
+    "no-any-return": 2,
+    "no-untyped-call": 1,
+    "override": 1
+  },
+  "app/modules/lrclib/__init__.py": {
+    "arg-type": 1,
+    "misc": 1,
+    "no-untyped-call": 1,
+    "override": 1
+  },
+  "app/modules/musicbrainz/__init__.py": {
+    "arg-type": 4,
+    "assignment": 5,
+    "misc": 4,
+    "no-any-return": 1,
+    "no-untyped-call": 4,
+    "no-untyped-def": 2,
+    "override": 1,
+    "type-arg": 2
+  },
   "app/modules/musicbrainz/music_cache.py": {
     "no-any-return": 1,
     "no-untyped-call": 2,
@@ -1113,10 +2517,29 @@
     "type-arg": 3,
     "union-attr": 1
   },
+  "app/modules/musixmatch/__init__.py": {
+    "no-any-return": 1,
+    "no-untyped-call": 1
+  },
+  "app/modules/navidrome/__init__.py": {
+    "arg-type": 9,
+    "no-untyped-call": 1,
+    "override": 1,
+    "type-arg": 1,
+    "union-attr": 1
+  },
   "app/modules/navidrome/navidrome.py": {
     "no-any-return": 1,
     "type-arg": 11
   },
+  "app/modules/plex/__init__.py": {
+    "arg-type": 7,
+    "assignment": 16,
+    "empty-body": 1,
+    "no-untyped-call": 2,
+    "no-untyped-def": 5,
+    "type-arg": 1
+  },
   "app/modules/plex/plex.py": {
     "arg-type": 2,
     "assignment": 3,
@@ -1129,6 +2552,22 @@
     "union-attr": 4,
     "var-annotated": 3
   },
+  "app/modules/postgresql/__init__.py": {
+    "empty-body": 1,
+    "no-untyped-call": 1,
+    "no-untyped-def": 1
+  },
+  "app/modules/qbittorrent/__init__.py": {
+    "arg-type": 7,
+    "assignment": 16,
+    "empty-body": 1,
+    "no-redef": 2,
+    "no-untyped-call": 1,
+    "operator": 1,
+    "str-bytes-safe": 2,
+    "type-arg": 8,
+    "var-annotated": 1
+  },
   "app/modules/qbittorrent/qbittorrent.py": {
     "assignment": 10,
     "no-any-return": 3,
@@ -1144,12 +2583,39 @@
     "no-untyped-def": 4,
     "type-arg": 2
   },
+  "app/modules/qqbot/module.py": {
+    "arg-type": 7,
+    "assignment": 4,
+    "attr-defined": 1,
+    "empty-body": 1,
+    "no-any-return": 1,
+    "no-untyped-call": 1,
+    "no-untyped-def": 1,
+    "type-arg": 4,
+    "var-annotated": 1
+  },
   "app/modules/qqbot/qqbot.py": {
     "assignment": 1,
     "attr-defined": 1,
     "no-untyped-def": 4,
     "type-arg": 10
   },
+  "app/modules/redis/__init__.py": {
+    "empty-body": 1,
+    "no-untyped-call": 2,
+    "no-untyped-def": 1
+  },
+  "app/modules/rtorrent/__init__.py": {
+    "arg-type": 10,
+    "assignment": 16,
+    "empty-body": 1,
+    "no-redef": 1,
+    "no-untyped-call": 1,
+    "no-untyped-def": 1,
+    "operator": 1,
+    "str-bytes-safe": 2,
+    "type-arg": 9
+  },
   "app/modules/rtorrent/rtorrent.py": {
     "arg-type": 15,
     "assignment": 6,
@@ -1160,6 +2626,16 @@
     "type-arg": 16,
     "union-attr": 48
   },
+  "app/modules/slack/__init__.py": {
+    "arg-type": 14,
+    "assignment": 9,
+    "attr-defined": 1,
+    "empty-body": 1,
+    "index": 1,
+    "no-untyped-call": 1,
+    "no-untyped-def": 1,
+    "type-arg": 7
+  },
   "app/modules/slack/slack.py": {
     "assignment": 1,
     "dict-item": 2,
@@ -1170,12 +2646,72 @@
     "union-attr": 2,
     "var-annotated": 3
   },
+  "app/modules/subtitle/__init__.py": {
+    "arg-type": 2,
+    "empty-body": 1,
+    "no-untyped-call": 1,
+    "no-untyped-def": 2,
+    "var-annotated": 1
+  },
+  "app/modules/synologychat/__init__.py": {
+    "arg-type": 8,
+    "assignment": 4,
+    "attr-defined": 1,
+    "empty-body": 1,
+    "no-any-return": 1,
+    "no-untyped-call": 1,
+    "no-untyped-def": 2,
+    "type-arg": 4,
+    "var-annotated": 1
+  },
   "app/modules/synologychat/synologychat.py": {
     "assignment": 1,
     "no-any-return": 3,
     "no-untyped-call": 7,
     "no-untyped-def": 3
   },
+  "app/modules/telegram/module.py": {
+    "arg-type": 17,
+    "assignment": 9,
+    "attr-defined": 1,
+    "empty-body": 1,
+    "no-untyped-call": 1,
+    "no-untyped-def": 1,
+    "type-arg": 11,
+    "union-attr": 1
+  },
+  "app/modules/telegram/telegram.py": {
+    "arg-type": 1,
+    "assignment": 2,
+    "misc": 4,
+    "no-any-return": 8,
+    "no-untyped-call": 2,
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+    "return-value": 1,
+    "type-arg": 14,
+    "union-attr": 1,
+    "var-annotated": 1
+  },
+  "app/modules/theaudiodb/__init__.py": {
+    "assignment": 4,
+    "misc": 2,
+    "no-untyped-call": 1,
+    "no-untyped-def": 2,
+    "override": 1
+  },
+  "app/modules/themoviedb/__init__.py": {
+    "arg-type": 27,
+    "assignment": 12,
+    "empty-body": 1,
+    "index": 2,
+    "no-any-return": 4,
+    "no-untyped-call": 7,
+    "no-untyped-def": 3,
+    "return-value": 8,
+    "type-arg": 29,
+    "union-attr": 2,
+    "var-annotated": 2
+  },
   "app/modules/themoviedb/category.py": {
     "assignment": 2,
     "no-any-return": 2,
@@ -1323,6 +2859,13 @@
     "no-untyped-def": 44,
     "operator": 1
   },
+  "app/modules/thetvdb/__init__.py": {
+    "empty-body": 1,
+    "no-any-return": 2,
+    "no-untyped-call": 2,
+    "no-untyped-def": 4,
+    "type-arg": 2
+  },
   "app/modules/thetvdb/tvdb_v4_official.py": {
     "arg-type": 4,
     "assignment": 118,
@@ -1333,6 +2876,17 @@
     "return-value": 1,
     "type-arg": 68
   },
+  "app/modules/transmission/__init__.py": {
+    "arg-type": 8,
+    "assignment": 16,
+    "empty-body": 1,
+    "no-any-return": 1,
+    "no-redef": 2,
+    "no-untyped-call": 10,
+    "no-untyped-def": 7,
+    "str-bytes-safe": 1,
+    "type-arg": 6
+  },
   "app/modules/transmission/transmission.py": {
     "assignment": 19,
     "misc": 1,
@@ -1348,6 +2902,26 @@
     "no-untyped-def": 11,
     "type-arg": 6
   },
+  "app/modules/trimemedia/module.py": {
+    "assignment": 1,
+    "empty-body": 1,
+    "no-any-return": 3,
+    "no-untyped-call": 2,
+    "no-untyped-def": 7,
+    "return": 1,
+    "type-arg": 2
+  },
+  "app/modules/trimemedia/trimemedia.py": {
+    "arg-type": 5,
+    "no-any-return": 1,
+    "no-untyped-call": 8,
+    "no-untyped-def": 9,
+    "operator": 1,
+    "return": 1,
+    "type-arg": 2,
+    "union-attr": 32,
+    "var-annotated": 4
+  },
   "app/modules/ugreen/api.py": {
     "arg-type": 1,
     "no-any-return": 2,
@@ -1357,6 +2931,15 @@
   "app/modules/ugreen/crypto.py": {
     "no-any-return": 1
   },
+  "app/modules/ugreen/module.py": {
+    "arg-type": 3,
+    "assignment": 1,
+    "empty-body": 1,
+    "no-any-return": 3,
+    "no-untyped-call": 1,
+    "no-untyped-def": 7,
+    "type-arg": 2
+  },
   "app/modules/ugreen/ugreen.py": {
     "arg-type": 4,
     "no-any-return": 1,
@@ -1368,12 +2951,42 @@
     "union-attr": 7,
     "var-annotated": 2
   },
+  "app/modules/vocechat/__init__.py": {
+    "arg-type": 10,
+    "assignment": 6,
+    "attr-defined": 1,
+    "empty-body": 1,
+    "no-untyped-call": 1,
+    "no-untyped-def": 3,
+    "type-arg": 4,
+    "union-attr": 1
+  },
   "app/modules/vocechat/vocechat.py": {
     "misc": 1,
     "no-any-return": 3,
     "no-untyped-call": 1,
     "no-untyped-def": 3
   },
+  "app/modules/webpush/__init__.py": {
+    "arg-type": 1,
+    "assignment": 1,
+    "empty-body": 1,
+    "no-untyped-call": 2,
+    "no-untyped-def": 2,
+    "type-arg": 1,
+    "union-attr": 1
+  },
+  "app/modules/wechat/__init__.py": {
+    "arg-type": 14,
+    "assignment": 5,
+    "attr-defined": 1,
+    "empty-body": 1,
+    "no-any-return": 2,
+    "no-untyped-call": 3,
+    "no-untyped-def": 5,
+    "type-arg": 4,
+    "union-attr": 4
+  },
   "app/modules/wechat/wechat.py": {
     "arg-type": 1,
     "assignment": 9,
@@ -1390,6 +3003,16 @@
     "union-attr": 3,
     "var-annotated": 1
   },
+  "app/modules/wechatclawbot/__init__.py": {
+    "arg-type": 9,
+    "assignment": 3,
+    "empty-body": 1,
+    "no-any-return": 1,
+    "no-untyped-call": 1,
+    "no-untyped-def": 3,
+    "type-arg": 2,
+    "union-attr": 1
+  },
   "app/modules/wechatclawbot/wechatclawbot.py": {
     "arg-type": 2,
     "assignment": 1,
@@ -1399,6 +3022,14 @@
     "type-arg": 1,
     "union-attr": 1
   },
+  "app/modules/zspace/__init__.py": {
+    "arg-type": 3,
+    "assignment": 12,
+    "empty-body": 1,
+    "no-untyped-call": 1,
+    "no-untyped-def": 2,
+    "type-arg": 1
+  },
   "app/modules/zspace/zspace.py": {
     "arg-type": 10,
     "assignment": 3,
@@ -1410,6 +3041,27 @@
     "union-attr": 1,
     "var-annotated": 4
   },
+  "app/monitor/dispatcher.py": {
+    "arg-type": 4,
+    "assignment": 5,
+    "attr-defined": 1,
+    "no-untyped-def": 6
+  },
+  "app/monitor/monitor.py": {
+    "arg-type": 8,
+    "assignment": 1,
+    "attr-defined": 5,
+    "no-untyped-call": 12,
+    "no-untyped-def": 2,
+    "type-arg": 4,
+    "union-attr": 1,
+    "var-annotated": 2
+  },
+  "app/monitor/poller.py": {
+    "arg-type": 3,
+    "no-untyped-def": 3,
+    "type-arg": 2
+  },
   "app/monitor/snapshot.py": {
     "type-arg": 5,
     "valid-type": 1,
@@ -1473,7 +3125,7 @@
     "type-arg": 5
   },
   "app/runtime/event/contracts.py": {
-    "arg-type": 2
+    "arg-type": 1
   },
   "app/runtime/event/dispatch.py": {
     "type-arg": 5
@@ -1483,7 +3135,7 @@
   },
   "app/runtime/events.py": {
     "list-item": 1,
-    "misc": 2,
+    "misc": 1,
     "no-any-return": 2,
     "no-untyped-call": 3,
     "no-untyped-def": 19,
@@ -1541,13 +3193,21 @@
     "type-arg": 3
   },
   "app/runtime/extensions/plugin/sync.py": {
-    "arg-type": 1,
     "type-arg": 2
   },
   "app/runtime/extensions/plugin/system.py": {
     "no-any-return": 6,
     "type-arg": 4
   },
+  "app/runtime/extensions/plugin_manager.py": {
+    "arg-type": 2,
+    "assignment": 8,
+    "attr-defined": 1,
+    "no-any-return": 3,
+    "no-untyped-call": 4,
+    "no-untyped-def": 14,
+    "type-arg": 11
+  },
   "app/runtime/extensions/service_config.py": {
     "type-arg": 2
   },
@@ -1587,13 +3247,30 @@
     "valid-type": 2
   },
   "app/runtime/settings.py": {
-    "no-any-return": 6
+    "no-any-return": 1
+  },
+  "app/runtime/state.py": {
+    "attr-defined": 2,
+    "no-any-return": 2,
+    "no-untyped-call": 2,
+    "no-untyped-def": 5,
+    "return-value": 1,
+    "type-arg": 1
   },
   "app/runtime/thread.py": {
     "unused-ignore": 1
   },
   "app/scheduler.py": {
-    "import-untyped": 1
+    "arg-type": 8,
+    "attr-defined": 1,
+    "import-untyped": 1,
+    "misc": 1,
+    "no-any-return": 3,
+    "no-untyped-call": 6,
+    "no-untyped-def": 13,
+    "return-value": 1,
+    "type-arg": 7,
+    "union-attr": 1
   },
   "app/schemas/agent.py": {
     "misc": 26
@@ -1730,6 +3407,69 @@
     "no-untyped-def": 2,
     "type-arg": 1
   },
+  "app/startup/composition/database.py": {
+    "arg-type": 1,
+    "assignment": 1
+  },
+  "app/startup/composition/subscription.py": {
+    "arg-type": 2,
+    "no-untyped-call": 4
+  },
+  "app/startup/initializers/agent.py": {
+    "no-untyped-call": 2,
+    "no-untyped-def": 1
+  },
+  "app/startup/initializers/command.py": {
+    "no-untyped-call": 2,
+    "no-untyped-def": 1,
+    "type-arg": 1
+  },
+  "app/startup/initializers/database.py": {
+    "no-untyped-call": 1,
+    "no-untyped-def": 2
+  },
+  "app/startup/initializers/modules.py": {
+    "arg-type": 17,
+    "assignment": 1,
+    "attr-defined": 2,
+    "misc": 1,
+    "no-any-return": 2,
+    "no-untyped-call": 33,
+    "no-untyped-def": 13,
+    "return-value": 5
+  },
+  "app/startup/initializers/plugins.py": {
+    "arg-type": 5,
+    "no-any-return": 2,
+    "no-untyped-call": 9,
+    "no-untyped-def": 5
+  },
+  "app/startup/initializers/routers.py": {
+    "no-untyped-def": 1
+  },
+  "app/startup/initializers/scheduler.py": {
+    "no-untyped-call": 5,
+    "no-untyped-def": 4
+  },
+  "app/startup/initializers/transfer.py": {
+    "no-any-return": 1,
+    "no-untyped-call": 1,
+    "no-untyped-def": 1
+  },
+  "app/startup/initializers/workflow.py": {
+    "no-untyped-def": 1
+  },
+  "app/startup/lifecycle/__init__.py": {
+    "arg-type": 2,
+    "no-untyped-call": 6,
+    "no-untyped-def": 2,
+    "type-arg": 1
+  },
+  "app/testing/bootstrap.py": {
+    "no-untyped-call": 3,
+    "no-untyped-def": 3,
+    "type-arg": 6
+  },
   "app/testing/network_guard.py": {
     "no-untyped-def": 6
   },
@@ -1746,5 +3486,99 @@
     "type-arg": 9,
     "union-attr": 2,
     "valid-type": 1
+  },
+  "app/workflow/actions/__init__.py": {
+    "assignment": 1,
+    "no-untyped-def": 2,
+    "type-arg": 7,
+    "var-annotated": 1
+  },
+  "app/workflow/actions/add_download.py": {
+    "arg-type": 3,
+    "attr-defined": 1,
+    "type-arg": 1,
+    "union-attr": 9,
+    "var-annotated": 1
+  },
+  "app/workflow/actions/add_subscribe.py": {
+    "type-arg": 1,
+    "union-attr": 2,
+    "var-annotated": 1
+  },
+  "app/workflow/actions/fetch_downloads.py": {
+    "operator": 1,
+    "type-arg": 1,
+    "var-annotated": 1
+  },
+  "app/workflow/actions/fetch_medias.py": {
+    "attr-defined": 1,
+    "no-redef": 1,
+    "no-untyped-def": 1,
+    "type-arg": 1,
+    "union-attr": 2,
+    "var-annotated": 1
+  },
+  "app/workflow/actions/fetch_rss.py": {
+    "arg-type": 6,
+    "type-arg": 1,
+    "union-attr": 2,
+    "var-annotated": 1
+  },
+  "app/workflow/actions/fetch_torrents.py": {
+    "arg-type": 6,
+    "type-arg": 1,
+    "union-attr": 4,
+    "var-annotated": 1
+  },
+  "app/workflow/actions/filter_medias.py": {
+    "operator": 1,
+    "type-arg": 1,
+    "union-attr": 1,
+    "var-annotated": 1
+  },
+  "app/workflow/actions/filter_torrents.py": {
+    "arg-type": 3,
+    "list-item": 1,
+    "no-untyped-call": 1,
+    "type-arg": 1,
+    "union-attr": 1,
+    "var-annotated": 1
+  },
+  "app/workflow/actions/invoke_plugin.py": {
+    "type-arg": 2,
+    "var-annotated": 1
+  },
+  "app/workflow/actions/note.py": {
+    "type-arg": 1,
+    "var-annotated": 1
+  },
+  "app/workflow/actions/scan_file.py": {
+    "type-arg": 1,
+    "union-attr": 2,
+    "var-annotated": 1
+  },
+  "app/workflow/actions/scrape_file.py": {
+    "arg-type": 2,
+    "no-untyped-call": 1,
+    "type-arg": 1,
+    "union-attr": 1,
+    "var-annotated": 1
+  },
+  "app/workflow/actions/send_event.py": {
+    "assignment": 1,
+    "type-arg": 1,
+    "var-annotated": 1
+  },
+  "app/workflow/actions/send_message.py": {
+    "type-arg": 1,
+    "var-annotated": 1
+  },
+  "app/workflow/actions/transfer_file.py": {
+    "arg-type": 1,
+    "no-untyped-call": 1,
+    "no-untyped-def": 1,
+    "type-arg": 1,
+    "union-attr": 4,
+    "var-annotated": 1
   }
 }
diff --git a/tests/fixtures/architecture/ruff-baseline.json b/tests/fixtures/architecture/ruff-baseline.json
index 8ecddc840..f80cc7d0a 100644
--- a/tests/fixtures/architecture/ruff-baseline.json
+++ b/tests/fixtures/architecture/ruff-baseline.json
@@ -1,10 +1,4 @@
 {
-  "app/adapters/cache/backends.py": {
-    "I001": 1
-  },
-  "app/adapters/cache/redis.py": {
-    "I001": 1
-  },
   "app/adapters/external/cookiecloud.py": {
     "I001": 1
   },
@@ -27,9 +21,6 @@
   "app/adapters/system/display/__init__.py": {
     "I001": 1
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-  "app/adapters/system/fsproxy.py": {
-    "E402": 1
-  },
   "app/adapters/system/host.py": {
     "I001": 2
   },
@@ -39,9 +30,6 @@
   "app/adapters/system/plugin/package.py": {
     "I001": 1
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-  "app/adapters/system/resource.py": {
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   "app/adapters/system/rust.py": {
     "I001": 1
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@@ -62,14 +50,9 @@
     "I001": 1
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   "app/agent/llm/capability.py": {
-    "E402": 2,
     "I001": 1
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-  "app/agent/llm/helper.py": {
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-  },
   "app/agent/llm/provider.py": {
-    "E402": 4,
     "I001": 1
   },
   "app/agent/llm/server_tools.py": {
@@ -78,9 +61,6 @@
   "app/agent/mcp.py": {
     "I001": 1
   },
-  "app/agent/memory/__init__.py": {
-    "E402": 4
-  },
   "app/agent/middleware/memory.py": {
     "I001": 1
   },
@@ -100,8 +80,8 @@
     "I001": 1
   },
   "app/agent/orchestrator.py": {
-    "E402": 14,
-    "I001": 3
+    "E402": 11,
+    "I001": 2
   },
   "app/agent/policy/__init__.py": {
     "I001": 1
@@ -119,7 +99,6 @@
     "I001": 1
   },
   "app/agent/prompt/__init__.py": {
-    "E402": 6,
     "I001": 1
   },
   "app/agent/runtime.py": {
@@ -131,13 +110,8 @@
   "app/agent/skills/metadata.py": {
     "I001": 1
   },
-  "app/agent/skills/registry.py": {
-    "E402": 4,
-    "I001": 1
-  },
   "app/agent/tools/base.py": {
-    "E402": 5,
-    "I001": 2
+    "I001": 1
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   "app/agent/tools/factory.py": {
     "I001": 1
@@ -149,12 +123,8 @@
     "I001": 1
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   "app/agent/tools/impl/_plugin_tool_utils.py": {
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     "I001": 3
   },
-  "app/agent/tools/impl/_terminal_session.py": {
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-  },
   "app/agent/tools/impl/_torrent_search_utils.py": {
     "I001": 1
   },
@@ -162,7 +132,6 @@
     "I001": 1
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   "app/agent/tools/impl/add_download_tasks.py": {
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     "I001": 1
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   "app/agent/tools/impl/add_subscribe.py": {
@@ -175,7 +144,6 @@
     "I001": 1
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   "app/agent/tools/impl/create_agent_task.py": {
-    "E402": 3,
     "I001": 1
   },
   "app/agent/tools/impl/delete_custom_filter_rule.py": {
@@ -202,9 +170,6 @@
   "app/agent/tools/impl/list_directory.py": {
     "I001": 1
   },
-  "app/agent/tools/impl/query_agent_tasks.py": {
-    "E402": 1
-  },
   "app/agent/tools/impl/query_builtin_filter_rules.py": {
     "I001": 1
   },
@@ -260,7 +225,6 @@
     "I001": 1
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   "app/agent/tools/impl/recognize_media.py": {
-    "E402": 6,
     "I001": 1
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   "app/agent/tools/impl/reload_plugin.py": {
@@ -270,7 +234,6 @@
     "I001": 1
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   "app/agent/tools/impl/scrape_metadata.py": {
-    "E402": 6,
     "I001": 1
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   "app/agent/tools/impl/search_media.py": {
@@ -285,14 +248,10 @@
   "app/agent/tools/impl/search_torrents.py": {
     "I001": 1
   },
-  "app/agent/tools/impl/search_web.py": {
-    "E402": 1
-  },
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     "I001": 1
   },
   "app/agent/tools/impl/send_voice_message.py": {
-    "E402": 3,
     "I001": 1
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   "app/agent/tools/impl/test_site.py": {
@@ -304,9 +263,6 @@
   "app/agent/tools/impl/uninstall_plugin.py": {
     "I001": 1
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-  "app/agent/tools/impl/update_agent_task.py": {
-    "E402": 2
-  },
   "app/agent/tools/impl/update_custom_filter_rule.py": {
     "I001": 1
   },
@@ -398,12 +354,6 @@
   "app/application/outbox.py": {
     "I001": 1
   },
-  "app/application/plugin/catalog.py": {
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-  },
-  "app/application/plugin/install.py": {
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-  },
   "app/application/plugin/runtime.py": {
     "I001": 1
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@@ -470,10 +420,6 @@
   "app/chain/transfer.py": {
     "E402": 21
   },
-  "app/cli.py": {
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     "I001": 1
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@@ -486,9 +432,6 @@
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     "I001": 1
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-  "app/db/adapters/site.py": {
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   "app/db/adapters/transaction.py": {
     "I001": 1
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@@ -597,10 +540,6 @@
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-  "app/doctor/checks.py": {
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     "I001": 1
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@@ -608,12 +547,10 @@
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-    "E402": 4,
     "I001": 1
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   "app/domain/context.py": {
-    "E731": 1,
-    "I001": 1
+    "E731": 1
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     "E731": 1
@@ -660,10 +597,6 @@
   "app/domain/title.py": {
     "I001": 1
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-  "app/factory.py": {
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-    "I001": 2
-  },
   "app/foundation/collections.py": {
     "I001": 1
   },
@@ -693,23 +626,18 @@
     "I001": 1
   },
   "app/modules/acoustid/__init__.py": {
-    "E402": 4,
     "I001": 1
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   "app/modules/anilist/__init__.py": {
-    "E402": 8,
-    "I001": 2
+    "I001": 1
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     "I001": 1
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   "app/modules/bangumi/__init__.py": {
-    "E402": 9,
-    "I001": 2
+    "I001": 1
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   "app/modules/bangumi/bangumi.py": {
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     "I001": 1
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   "app/modules/discord/__init__.py": {
@@ -717,17 +645,14 @@
     "I001": 1
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   "app/modules/discord/discord.py": {
-    "E402": 6,
     "E741": 1,
     "F541": 2,
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   "app/modules/douban/__init__.py": {
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-    "I001": 2
+    "I001": 1
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   "app/modules/douban/apiv2.py": {
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     "I001": 1
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   "app/modules/douban/scraper.py": {
@@ -738,66 +663,36 @@
     "I001": 1
   },
   "app/modules/emby/emby.py": {
-    "E402": 6,
     "F541": 33,
-    "I001": 2
+    "I001": 1
   },
   "app/modules/fanart/__init__.py": {
-    "E402": 5,
-    "I001": 2
+    "I001": 1
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   "app/modules/feishu/__init__.py": {
     "F401": 1,
     "I001": 1
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   "app/modules/feishu/feishu.py": {
-    "E402": 10,
-    "I001": 2
+    "I001": 1
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   "app/modules/filemanager/__init__.py": {
     "I001": 1
   },
   "app/modules/filemanager/module.py": {
-    "E402": 20,
-    "I001": 2
-  },
-  "app/modules/filemanager/storages/alipan.py": {
-    "E402": 7
-  },
-  "app/modules/filemanager/storages/alist.py": {
-    "E402": 7
-  },
-  "app/modules/filemanager/storages/local.py": {
-    "E402": 7
-  },
-  "app/modules/filemanager/storages/rclone.py": {
-    "E402": 6
-  },
-  "app/modules/filemanager/storages/smb.py": {
-    "E402": 5
-  },
-  "app/modules/filemanager/storages/u115.py": {
-    "E402": 7
+    "I001": 1
   },
   "app/modules/filemanager/transhandler.py": {
-    "E402": 21,
     "F541": 2,
-    "I001": 2
+    "I001": 1
   },
   "app/modules/filter/__init__.py": {
     "I001": 1
   },
-  "app/modules/imdb/__init__.py": {
-    "E402": 5
-  },
-  "app/modules/imdb/api.py": {
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-  },
   "app/modules/indexer/__init__.py": {
     "I001": 1
   },
   "app/modules/indexer/parser/__init__.py": {
-    "E402": 5,
     "I001": 1
   },
   "app/modules/indexer/parser/bitpt.py": {
@@ -810,9 +705,6 @@
   "app/modules/indexer/parser/file_list.py": {
     "I001": 1
   },
-  "app/modules/indexer/parser/gazelle.py": {
-    "I001": 1
-  },
   "app/modules/indexer/parser/hddolby.py": {
     "I001": 1
   },
@@ -837,7 +729,6 @@
     "I001": 1
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   "app/modules/indexer/parser/rousi.py": {
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     "I001": 1
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   "app/modules/indexer/parser/small_horse.py": {
@@ -862,40 +753,31 @@
     "I001": 1
   },
   "app/modules/indexer/spider/__init__.py": {
-    "E402": 8,
     "F541": 1,
-    "I001": 2
+    "I001": 1
   },
   "app/modules/indexer/spider/haidan.py": {
-    "E402": 6,
-    "I001": 2
+    "I001": 1
   },
   "app/modules/indexer/spider/hddolby.py": {
-    "E402": 5,
-    "I001": 2
+    "I001": 1
   },
   "app/modules/indexer/spider/mtorrent.py": {
-    "E402": 6,
-    "I001": 2
+    "I001": 1
   },
   "app/modules/indexer/spider/rousi.py": {
-    "E402": 6,
     "I001": 1
   },
   "app/modules/indexer/spider/sunnypt.py": {
-    "E402": 4,
     "I001": 1
   },
   "app/modules/indexer/spider/tnode.py": {
-    "E402": 4,
-    "I001": 2
+    "I001": 1
   },
   "app/modules/indexer/spider/torrentleech.py": {
-    "E402": 5,
-    "I001": 2
+    "I001": 1
   },
   "app/modules/indexer/spider/yema.py": {
-    "E402": 4,
     "I001": 1
   },
   "app/modules/jellyfin/__init__.py": {
@@ -903,24 +785,19 @@
     "I001": 1
   },
   "app/modules/jellyfin/jellyfin.py": {
-    "E402": 7,
     "F541": 34,
-    "I001": 2
+    "I001": 1
   },
   "app/modules/listenbrainz/__init__.py": {
-    "E402": 5,
     "I001": 1
   },
   "app/modules/lrclib/__init__.py": {
-    "E402": 6,
     "I001": 1
   },
   "app/modules/musicbrainz/__init__.py": {
-    "E402": 10,
     "I001": 1
   },
   "app/modules/musicbrainz/music_cache.py": {
-    "E402": 5,
     "I001": 1
   },
   "app/modules/navidrome/__init__.py": {
@@ -953,10 +830,6 @@
   "app/modules/qqbot/module.py": {
     "I001": 1
   },
-  "app/modules/qqbot/qqbot.py": {
-    "E402": 9,
-    "I001": 2
-  },
   "app/modules/rtorrent/__init__.py": {
     "F541": 2,
     "I001": 1
@@ -970,11 +843,9 @@
     "I001": 1
   },
   "app/modules/slack/slack.py": {
-    "E402": 6,
-    "I001": 2
+    "I001": 1
   },
   "app/modules/subtitle/__init__.py": {
-    "E402": 7,
     "I001": 1
   },
   "app/modules/synologychat/__init__.py": {
@@ -996,46 +867,32 @@
     "I001": 3
   },
   "app/modules/theaudiodb/__init__.py": {
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     "I001": 1
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   "app/modules/themoviedb/__init__.py": {
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-    "I001": 2
+    "I001": 1
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     "F541": 1,
     "I001": 1
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   "app/modules/themoviedb/scraper.py": {
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     "I001": 1
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   "app/modules/themoviedb/tmdb_cache.py": {
-    "E402": 4,
     "I001": 1
   },
   "app/modules/themoviedb/tmdbapi.py": {
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-    "I001": 2
+    "I001": 1
   },
   "app/modules/themoviedb/tmdbv3api/__init__.py": {
     "F401": 25
   },
-  "app/modules/themoviedb/tmdbv3api/objs/discover.py": {
-    "E402": 1
-  },
   "app/modules/themoviedb/tmdbv3api/tmdb.py": {
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-    "I001": 2
-  },
-  "app/modules/thetvdb/__init__.py": {
-    "E402": 4,
     "I001": 1
   },
-  "app/modules/thetvdb/tvdb_v4_official.py": {
-    "E402": 1
+  "app/modules/thetvdb/__init__.py": {
+    "I001": 1
   },
   "app/modules/transmission/__init__.py": {
     "F541": 2,
@@ -1048,7 +905,6 @@
     "I001": 1
   },
   "app/modules/trimemedia/api.py": {
-    "E402": 2,
     "I001": 1
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@@ -1077,8 +933,7 @@
     "I001": 1
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   "app/modules/webpush/__init__.py": {
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-    "I001": 2
+    "I001": 1
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   "app/modules/wechat/__init__.py": {
     "F541": 3,
@@ -1088,15 +943,10 @@
     "F541": 1,
     "I001": 1
   },
-  "app/modules/wechat/wechatbot.py": {
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-    "I001": 2
-  },
   "app/modules/wechatclawbot/__init__.py": {
     "I001": 1
   },
   "app/modules/wechatclawbot/wechatclawbot.py": {
-    "E402": 6,
     "I001": 1
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   "app/modules/zspace/__init__.py": {
@@ -1149,14 +999,10 @@
   "app/runtime/event/errors.py": {
     "I001": 1
   },
-  "app/runtime/events.py": {
-    "I001": 1
-  },
   "app/runtime/execution.py": {
     "I001": 1
   },
   "app/runtime/extensions/host_module_adapter.py": {
-    "E402": 2,
     "I001": 1
   },
   "app/runtime/extensions/managed_resource_adapter.py": {
@@ -1166,12 +1012,8 @@
     "I001": 1
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   "app/runtime/extensions/module_manager.py": {
-    "E402": 4,
     "I001": 1
   },
-  "app/runtime/extensions/plugin/catalog.py": {
-    "E402": 5
-  },
   "app/runtime/extensions/plugin/lifecycle.py": {
     "I001": 1
   },
@@ -1182,8 +1024,7 @@
     "I001": 1
   },
   "app/runtime/extensions/plugin_manager.py": {
-    "E402": 21,
-    "I001": 2
+    "I001": 1
   },
   "app/runtime/extensions/service_config.py": {
     "I001": 1
@@ -1207,12 +1048,8 @@
   "app/runtime/reload.py": {
     "I001": 1
   },
-  "app/runtime/settings.py": {
-    "I001": 1
-  },
   "app/runtime/state.py": {
-    "E402": 3,
-    "I001": 2
+    "I001": 1
   },
   "app/schemas/agent.py": {
     "I001": 1
@@ -1223,9 +1060,6 @@
   "app/schemas/context.py": {
     "I001": 1
   },
-  "app/schemas/event.py": {
-    "I001": 1
-  },
   "app/schemas/file.py": {
     "I001": 1
   },
@@ -1271,9 +1105,6 @@
   "app/sdk/config.py": {
     "I001": 1
   },
-  "app/sdk/events.py": {
-    "I001": 1
-  },
   "app/sdk/logging.py": {
     "I001": 1
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@@ -1292,21 +1123,6 @@
   "app/sdk/utilities.py": {
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-  "app/startup/initializers/agent.py": {
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-  },
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-  },
-  "app/startup/initializers/domain.py": {
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-  "app/startup/initializers/modules.py": {
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-  },
-  "app/startup/initializers/plugins.py": {
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-  },
   "app/startup/lifecycle/__init__.py": {
     "E402": 27,
     "F401": 1
@@ -1314,9 +1130,6 @@
   "app/workflow/__init__.py": {
     "F401": 1
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-  "scripts/architecture/baseline.py": {
-    "I001": 1
-  },
   "scripts/architecture/task_ownership.py": {
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@@ -1432,9 +1245,6 @@
   "tests/test_agent_summarization_streaming.py": {
     "I001": 1
   },
-  "tests/test_agent_task_run_migration.py": {
-    "I001": 1
-  },
   "tests/test_agent_task_runs.py": {
     "I001": 1
   },
@@ -1465,9 +1275,6 @@
   "tests/test_api_response.py": {
     "I001": 1
   },
-  "tests/test_architecture_ci.py": {
-    "I001": 1
-  },
   "tests/test_architecture_contract_baseline.py": {
     "I001": 1
   },
@@ -1605,10 +1412,6 @@
   "tests/test_episode_group_recognition.py": {
     "E402": 4
   },
-  "tests/test_event_contracts.py": {
-    "F401": 1,
-    "I001": 1
-  },
   "tests/test_event_dispatch_snapshot.py": {
     "I001": 1
   },
@@ -1662,12 +1465,8 @@
   "tests/test_legacy_import_compat.py": {
     "I001": 1
   },
-  "tests/test_legacy_plugin_resource_imports.py": {
-    "I001": 1
-  },
   "tests/test_lifecycle_shutdown.py": {
-    "F841": 1,
-    "I001": 1
+    "F841": 1
   },
   "tests/test_llm_provider_bedrock.py": {
     "I001": 1
@@ -1777,9 +1576,6 @@
   "tests/test_module_manager_capability_adapter.py": {
     "I001": 1
   },
-  "tests/test_module_method_contracts.py": {
-    "I001": 1
-  },
   "tests/test_module_quality.py": {
     "I001": 1
   },
@@ -1838,9 +1634,6 @@
   "tests/test_musicbrainz_module.py": {
     "I001": 1
   },
-  "tests/test_mypy_gate.py": {
-    "I001": 1
-  },
   "tests/test_navidrome_module.py": {
     "I001": 1
   },
@@ -1868,16 +1661,8 @@
   "tests/test_plugin_dependency_service.py": {
     "I001": 1
   },
-  "tests/test_plugin_endpoint.py": {
-    "F401": 1,
-    "I001": 1
-  },
   "tests/test_plugin_helper.py": {
-    "F401": 2,
-    "I001": 11
-  },
-  "tests/test_plugin_install_command.py": {
-    "I001": 1
+    "F401": 2
   },
   "tests/test_plugin_lifecycle_status.py": {
     "F401": 1
@@ -2039,9 +1824,6 @@
   "tests/test_testing_bootstrap_plugin_namespace.py": {
     "I001": 1
   },
-  "tests/test_tmdb_auxiliary.py": {
-    "F401": 1
-  },
   "tests/test_tmdb_cache_management.py": {
     "I001": 1
   },
@@ -2133,16 +1915,9 @@
   "tests/test_uvicorn_entrypoint.py": {
     "I001": 1
   },
-  "tests/test_web_agent_stream.py": {
-    "F401": 1,
-    "I001": 1
-  },
   "tests/test_webpush_helper.py": {
     "I001": 1
   },
-  "tests/test_workflow_actions.py": {
-    "I001": 1
-  },
   "tests/test_workflow_authorization.py": {
     "I001": 1
   },
diff --git a/tests/test_architecture_ci.py b/tests/test_architecture_ci.py
index dfda0c32d..eb8b31715 100644
--- a/tests/test_architecture_ci.py
+++ b/tests/test_architecture_ci.py
@@ -4,7 +4,6 @@ from pathlib import Path
 
 from ruamel.yaml import YAML
 
-
 PROJECT_ROOT = Path(__file__).parents[1]
 WORKFLOW_ROOT = PROJECT_ROOT / ".github" / "workflows"
 
@@ -33,6 +32,10 @@ def test_unit_test_workflow_has_independent_host_architecture_gate():
     assert "tests/test_architecture_dependencies.py" in commands
     assert "tests/test_architecture_contract_baseline.py" in commands
     assert "scripts/architecture/baseline.py --check-host" in commands
+    assert "scripts/architecture/ruff_ratchet.py" in commands
+    assert "scripts/architecture/mypy_ratchet.py" in commands
+    assert "scripts/architecture/ruff_ratchet.py --write" not in commands
+    assert "scripts/architecture/mypy_ratchet.py --write" not in commands
     assert "scripts/architecture/service_locator.py" in commands
     assert "scripts/startup/performance.py --check --repeat 3" in commands
 
diff --git a/tests/test_mypy_gate.py b/tests/test_mypy_gate.py
index b72de56d8..ca3e11897 100644
--- a/tests/test_mypy_gate.py
+++ b/tests/test_mypy_gate.py
@@ -1,9 +1,13 @@
-"""mypy 错误数只降不增 ratchet 的执行、解析与对比逻辑测试。"""
+"""mypy 错误低水位 ratchet 的执行、解析与对比逻辑测试。"""
 
+import json
+import subprocess
+import sys
 from unittest.mock import patch
 
-from scripts.architecture.mypy_ratchet import compare_counts, parse_errors, run_mypy
+import pytest
 
+from scripts.architecture.mypy_ratchet import compare_counts, main, parse_errors, run_mypy
 
 MYPY_SAMPLE = """
 app/application/a.py:12: error: Function is missing a type annotation [no-untyped-def]
@@ -18,13 +22,86 @@ Found 3 errors in 1 file (checked 500 source files)
 def test_run_mypy_uses_stable_full_analysis() -> None:
     """全量门禁不得复用前序检查缓存，也不得输出换行错误码。"""
     with patch("scripts.architecture.mypy_ratchet.subprocess.run") as run:
-        run.return_value.stdout = ""
+        run.return_value = subprocess.CompletedProcess(
+            args=[],
+            returncode=0,
+            stdout="Success: no issues found in 500 source files\n",
+            stderr="",
+        )
 
         run_mypy()
 
     command = run.call_args.args[0]
     assert "--no-incremental" in command
     assert "--no-pretty" in command
+    assert command[command.index("--platform") + 1] == "linux"
+
+
+def test_run_mypy_rejects_tool_failure() -> None:
+    """内部错误等退出码 2 必须让门禁失败，不能拿截断输出生成基线。"""
+    result = subprocess.CompletedProcess(
+        args=[],
+        returncode=2,
+        stdout=MYPY_SAMPLE,
+        stderr="mypy: INTERNAL ERROR",
+    )
+    with patch("scripts.architecture.mypy_ratchet.subprocess.run", return_value=result):
+        with pytest.raises(RuntimeError, match="异常退出.*INTERNAL ERROR"):
+            run_mypy()
+
+
+def test_run_mypy_rejects_unexpected_stderr() -> None:
+    """正常退出码携带 stderr 时仍须 fail-closed。"""
+    result = subprocess.CompletedProcess(
+        args=[],
+        returncode=1,
+        stdout=MYPY_SAMPLE,
+        stderr="analysis incomplete",
+    )
+    with patch("scripts.architecture.mypy_ratchet.subprocess.run", return_value=result):
+        with pytest.raises(RuntimeError, match="stderr"):
+            run_mypy()
+
+
+def test_run_mypy_rejects_truncated_error_report() -> None:
+    """摘要错误数与解析数量不同时必须拒绝不完整报告。"""
+    result = subprocess.CompletedProcess(
+        args=[],
+        returncode=1,
+        stdout=MYPY_SAMPLE.replace("Found 3 errors", "Found 4 errors"),
+        stderr="",
+    )
+    with patch("scripts.architecture.mypy_ratchet.subprocess.run", return_value=result):
+        with pytest.raises(RuntimeError, match="摘要与已解析错误数不一致"):
+            run_mypy()
+
+
+def test_run_mypy_accepts_complete_error_report() -> None:
+    """退出码 1 的完整诊断应交给 ratchet 比较，而不是被当作工具失败。"""
+    result = subprocess.CompletedProcess(
+        args=[],
+        returncode=1,
+        stdout=MYPY_SAMPLE,
+        stderr="",
+    )
+    with patch("scripts.architecture.mypy_ratchet.subprocess.run", return_value=result):
+        assert run_mypy() == MYPY_SAMPLE
+
+
+def test_run_mypy_rejects_missing_summary() -> None:
+    """没有完成摘要的错误输出可能被截断，必须拒绝。"""
+    result = subprocess.CompletedProcess(
+        args=[],
+        returncode=1,
+        stdout=MYPY_SAMPLE.replace(
+            "Found 3 errors in 1 file (checked 500 source files)\n",
+            "",
+        ),
+        stderr="",
+    )
+    with patch("scripts.architecture.mypy_ratchet.subprocess.run", return_value=result):
+        with pytest.raises(RuntimeError, match="缺少唯一的完整摘要"):
+            run_mypy()
 
 
 def test_parse_errors_aggregates_per_file_and_code() -> None:
@@ -46,12 +123,24 @@ def test_parse_errors_buckets_missing_code_as_unknown() -> None:
     assert report == {"app/b.py": {"unknown": 1}}
 
 
-def test_ratchet_allows_removal_and_reduction() -> None:
-    """文件删除或错误数减少必须允许通过。"""
+def test_ratchet_requires_reduced_errors_to_be_persisted() -> None:
+    """错误减少后必须刷新 fixture，避免旧额度允许回退。"""
     baseline = {"app/a.py": {"arg-type": 5, "misc": 2}}
     current = {"app/a.py": {"arg-type": 3}}
 
-    assert compare_counts(baseline, current) == []
+    assert compare_counts(baseline, current) == [
+        "app/a.py: 类型错误低水位未固化 [arg-type] 5->3",
+        "app/a.py: 类型错误低水位未固化 [misc] 2->0",
+    ]
+
+
+def test_ratchet_requires_deleted_file_to_be_persisted() -> None:
+    """整文件债务消失也必须写回 fixture。"""
+    baseline = {"app/a.py": {"arg-type": 1}}
+
+    assert compare_counts(baseline, {}) == [
+        "app/a.py: 类型错误低水位未固化 [arg-type] 1->0"
+    ]
 
 
 def test_ratchet_rejects_growth_and_new_errors() -> None:
@@ -71,3 +160,47 @@ def test_ratchet_rejects_growth_and_new_errors() -> None:
     assert any("app/a.py" in p and "arg-type" in p and "既有错误增长" in p for p in problems)
     assert any("app/a.py" in p and "type-arg" in p and "新增类型错误" in p for p in problems)
     assert any("app/b.py" in p and "新增类型错误" in p for p in problems)
+
+
+def test_write_refuses_to_legalize_type_regression(tmp_path, monkeypatch) -> None:
+    """已有基线出现增长时，--write 不得覆盖原文件。"""
+    baseline_path = tmp_path / "mypy-baseline.json"
+    baseline_path.write_text("{}\n", encoding="utf-8")
+    monkeypatch.setattr(
+        sys,
+        "argv",
+        ["mypy_ratchet.py", "--write", "--baseline", str(baseline_path)],
+    )
+
+    with patch("scripts.architecture.mypy_ratchet.run_mypy", return_value=MYPY_SAMPLE):
+        assert main() == 1
+
+    assert json.loads(baseline_path.read_text(encoding="utf-8")) == {}
+
+
+def test_write_persists_reduced_type_low_watermark(tmp_path, monkeypatch) -> None:
+    """没有增长时，--write 应把下降后的完整快照固化。"""
+    baseline_path = tmp_path / "mypy-baseline.json"
+    baseline_path.write_text(
+        json.dumps(
+            {
+                "app/application/a.py": {
+                    "no-untyped-def": 3,
+                    "type-arg": 1,
+                }
+            }
+        ),
+        encoding="utf-8",
+    )
+    monkeypatch.setattr(
+        sys,
+        "argv",
+        ["mypy_ratchet.py", "--write", "--baseline", str(baseline_path)],
+    )
+
+    with patch("scripts.architecture.mypy_ratchet.run_mypy", return_value=MYPY_SAMPLE):
+        assert main() == 0
+
+    assert json.loads(baseline_path.read_text(encoding="utf-8")) == {
+        "app/application/a.py": {"no-untyped-def": 2, "type-arg": 1}
+    }
diff --git a/tests/test_quality_ratchets.py b/tests/test_quality_ratchets.py
index fc4fb1280..7cc0e2edb 100644
--- a/tests/test_quality_ratchets.py
+++ b/tests/test_quality_ratchets.py
@@ -1,29 +1,50 @@
 """Ruff 与覆盖率增量门禁测试。"""
 
+import json
+import subprocess
+import sys
+from unittest.mock import patch
+
+import pytest
+
 from scripts.architecture.coverage_ratchet import (
     collect_package_coverage,
     compare_coverage,
 )
-from scripts.architecture.ruff_ratchet import aggregate_diagnostics, compare_counts
+from scripts.architecture.ruff_ratchet import (
+    PROJECT_ROOT,
+    aggregate_diagnostics,
+    compare_counts,
+    run_ruff,
+)
+from scripts.architecture.ruff_ratchet import (
+    main as ruff_main,
+)
 
 
 def test_ruff_ratchet_rejects_new_rule_and_count_growth() -> None:
-    """Ruff 基线允许修复，但拒绝新增规则和既有数量增长。"""
+    """Ruff 基线拒绝新增、增长以及尚未固化的下降。"""
     baseline = {"app/example.py": {"F401": 2}}
 
-    assert compare_counts(baseline, {"app/example.py": {"F401": 1}}) == []
+    assert compare_counts(baseline, {"app/example.py": {"F401": 1}}) == [
+        "app/example.py: Ruff 低水位未固化 [F401] 2->1"
+    ]
     assert compare_counts(baseline, {"app/example.py": {"F401": 3}}) == [
         "app/example.py: Ruff 诊断增长 [F401] 2->3"
     ]
-    assert compare_counts(baseline, {"app/new.py": {"I001": 1}}) == [
+    assert compare_counts(
+        baseline,
+        {
+            "app/example.py": {"F401": 2},
+            "app/new.py": {"I001": 1},
+        },
+    ) == [
         "app/new.py: 新增 Ruff 诊断 [I001] x1"
     ]
 
 
 def test_ruff_diagnostics_are_aggregated_by_relative_file_and_code() -> None:
     """Ruff JSON 的绝对路径必须归一化为稳定仓库路径。"""
-    from scripts.architecture.ruff_ratchet import PROJECT_ROOT
-
     path = PROJECT_ROOT / "app" / "example.py"
     diagnostics = [
         {"filename": str(path), "code": "F401"},
@@ -36,6 +57,88 @@ def test_ruff_diagnostics_are_aggregated_by_relative_file_and_code() -> None:
     }
 
 
+def test_run_ruff_rejects_tool_failure() -> None:
+    """Ruff 工具异常必须 fail-closed，不能把空输出当成零诊断。"""
+    result = subprocess.CompletedProcess(
+        args=[],
+        returncode=2,
+        stdout="",
+        stderr="ruff failed",
+    )
+    with patch("scripts.architecture.ruff_ratchet.subprocess.run", return_value=result):
+        with pytest.raises(RuntimeError, match="ruff failed"):
+            run_ruff()
+
+
+@pytest.mark.parametrize(
+    ("returncode", "stdout", "message"),
+    [
+        (0, '[{"code": "F401"}]', "成功但仍输出诊断"),
+        (1, "[]", "诊断状态但输出为空"),
+    ],
+)
+def test_run_ruff_rejects_status_payload_mismatch(
+    returncode: int,
+    stdout: str,
+    message: str,
+) -> None:
+    """Ruff 退出状态必须与结构化诊断是否存在一致。"""
+    result = subprocess.CompletedProcess(
+        args=[],
+        returncode=returncode,
+        stdout=stdout,
+        stderr="",
+    )
+    with patch("scripts.architecture.ruff_ratchet.subprocess.run", return_value=result):
+        with pytest.raises(RuntimeError, match=message):
+            run_ruff()
+
+
+def test_ruff_write_refuses_to_legalize_regression(tmp_path, monkeypatch) -> None:
+    """已有基线出现增长时，--write 不得覆盖原文件。"""
+    baseline_path = tmp_path / "ruff-baseline.json"
+    baseline_path.write_text("{}\n", encoding="utf-8")
+    monkeypatch.setattr(
+        sys,
+        "argv",
+        ["ruff_ratchet.py", "--write", "--baseline", str(baseline_path)],
+    )
+    diagnostic = {
+        "filename": str(PROJECT_ROOT / "app" / "example.py"),
+        "code": "F401",
+    }
+
+    with patch("scripts.architecture.ruff_ratchet.run_ruff", return_value=[diagnostic]):
+        assert ruff_main() == 1
+
+    assert json.loads(baseline_path.read_text(encoding="utf-8")) == {}
+
+
+def test_ruff_write_persists_reduced_low_watermark(tmp_path, monkeypatch) -> None:
+    """没有增长时，--write 应把下降后的 Ruff 快照固化。"""
+    baseline_path = tmp_path / "ruff-baseline.json"
+    baseline_path.write_text(
+        json.dumps({"app/example.py": {"F401": 2}}),
+        encoding="utf-8",
+    )
+    monkeypatch.setattr(
+        sys,
+        "argv",
+        ["ruff_ratchet.py", "--write", "--baseline", str(baseline_path)],
+    )
+    diagnostic = {
+        "filename": str(PROJECT_ROOT / "app" / "example.py"),
+        "code": "F401",
+    }
+
+    with patch("scripts.architecture.ruff_ratchet.run_ruff", return_value=[diagnostic]):
+        assert ruff_main() == 0
+
+    assert json.loads(baseline_path.read_text(encoding="utf-8")) == {
+        "app/example.py": {"F401": 1}
+    }
+
+
 def test_coverage_ratchet_aggregates_governed_packages() -> None:
     """覆盖率门禁只聚合 Application 与 Domain，并按真实语句数加权。"""
     report = {
diff --git a/tests/test_system_notification_dispatch.py b/tests/test_system_notification_dispatch.py
index 24e14fab2..df3475b6e 100644
--- a/tests/test_system_notification_dispatch.py
+++ b/tests/test_system_notification_dispatch.py
@@ -71,22 +71,45 @@ class TestSystemNotificationDispatch(unittest.TestCase):
     def test_async_send_message_uses_executor_for_immediate_send(self):
         """异步立即发送不能在事件循环里直接执行同步渠道回调。"""
         class _FakeLoop:
-            def __init__(self):
-                self.called = False
+            """同步模拟 asyncio 的 executor 提交，并记录提交时的上下文。"""
 
-            async def run_in_executor(self, _executor, func, *args):
+            def __init__(self, loop):
+                self.called = False
+                self.loop = loop
+                self.submission_correlation_id = None
+
+            def run_in_executor(self, _executor, func, *args):
+                """立即执行 worker 调用并返回已完成 Future。"""
                 self.called = True
-                func(*args)
+                self.submission_correlation_id = get_correlation_id()
+                future = self.loop.create_future()
+                try:
+                    func(*args)
+                except BaseException as error:
+                    future.set_exception(error)
+                else:
+                    future.set_result(None)
+                return future
 
         async def _run():
             manager = MessageQueueManager()
-            fake_loop = _FakeLoop()
+            fake_loop = _FakeLoop(asyncio.get_running_loop())
+            observed = []
             with patch(
                 "asyncio.get_running_loop",
                 return_value=fake_loop,
-            ), patch.object(manager, "_send") as send:
-                await manager.async_send_message("payload", immediately=True)
+            ), patch.object(
+                manager,
+                "_send",
+                side_effect=lambda *_args, **_kwargs: observed.append(
+                    get_correlation_id()
+                ),
+            ) as send:
+                with correlation_scope("message-request"):
+                    await manager.async_send_message("payload", immediately=True)
             self.assertTrue(fake_loop.called)
+            self.assertIsNone(fake_loop.submission_correlation_id)
+            self.assertEqual(observed, ["message-request"])
             send.assert_called_once_with("payload")
 
         asyncio.run(_run())