chore(architecture): refresh classification dependency baselines

app/schemas/exports.py

@@ -93,6 +93,7 @@ SCHEMA_EXPORTS = {
     'ClassificationImpactGroup': ('app.schemas.category', 'ClassificationImpactGroup'),
     'ClassificationImpactRequest': ('app.schemas.category', 'ClassificationImpactRequest'),
     'ClassificationMediaFacts': ('app.schemas.category', 'ClassificationMediaFacts'),
+    'ClassificationMediaPreviewInput': ('app.schemas.category', 'ClassificationMediaPreviewInput'),
     'ClassificationMediaType': ('app.schemas.category', 'ClassificationMediaType'),
     'ClassificationMusicFacts': ('app.schemas.category', 'ClassificationMusicFacts'),
     'ClassificationOperator': ('app.schemas.category', 'ClassificationOperator'),
@@ -554,7 +555,7 @@ SCHEMA_CONFLICTS = {
     'Field': ['app.schemas.agent', 'app.schemas.cache', 'app.schemas.category', 'app.schemas.common', 'app.schemas.context', 'app.schemas.dashboard', 'app.schemas.download', 'app.schemas.event', 'app.schemas.file', 'app.schemas.history', 'app.schemas.llm', 'app.schemas.mediaserver', 'app.schemas.message', 'app.schemas.mfa', 'app.schemas.music', 'app.schemas.notification', 'app.schemas.plugin', 'app.schemas.search', 'app.schemas.storage', 'app.schemas.openai', 'app.schemas.servarr', 'app.schemas.servcookie', 'app.schemas.site', 'app.schemas.subscribe', 'app.schemas.system', 'app.schemas.tmdb', 'app.schemas.token', 'app.schemas.transfer', 'app.schemas.user', 'app.schemas.workflow', 'app.schemas.mcp'],
     'FileItem': ['app.schemas.event', 'app.schemas.file', 'app.schemas.transfer', 'app.schemas.workflow'],
     'FilterRuleGroup': ['app.schemas.rule', 'app.schemas.system'],
-    'JsonData': ['app.schemas.agent', 'app.schemas.common', 'app.schemas.context', 'app.schemas.dashboard', 'app.schemas.event', 'app.schemas.history', 'app.schemas.mediaserver', 'app.schemas.message', 'app.schemas.mfa', 'app.schemas.music', 'app.schemas.plugin', 'app.schemas.search', 'app.schemas.openai', 'app.schemas.servcookie', 'app.schemas.site', 'app.schemas.transfer', 'app.schemas.user', 'app.schemas.workflow', 'app.schemas.mcp'],
+    'JsonData': ['app.schemas.agent', 'app.schemas.category', 'app.schemas.common', 'app.schemas.context', 'app.schemas.dashboard', 'app.schemas.event', 'app.schemas.history', 'app.schemas.mediaserver', 'app.schemas.message', 'app.schemas.mfa', 'app.schemas.music', 'app.schemas.plugin', 'app.schemas.search', 'app.schemas.openai', 'app.schemas.servcookie', 'app.schemas.site', 'app.schemas.transfer', 'app.schemas.user', 'app.schemas.workflow', 'app.schemas.mcp'],
     'List': ['app.schemas.agent', 'app.schemas.context', 'app.schemas.event', 'app.schemas.history', 'app.schemas.mediaserver', 'app.schemas.message', 'app.schemas.monitoring', 'app.schemas.plugin', 'app.schemas.openai', 'app.schemas.subscribe', 'app.schemas.transfer', 'app.schemas.workflow'],
     'Literal': ['app.schemas.agent', 'app.schemas.category', 'app.schemas.download', 'app.schemas.history', 'app.schemas.music', 'app.schemas.plugin', 'app.schemas.search', 'app.schemas.servcookie', 'app.schemas.subscribe', 'app.schemas.system', 'app.schemas.transfer', 'app.schemas.mcp'],
     'LocaleHelper': ['app.schemas.dashboard', 'app.schemas.response'],

docs/architecture-overview.md

@@ -755,7 +755,7 @@ flowchart LR
 | 指标 | 当前值 |
 |---|---:|
 | Python 模块 | 968 |
-| 内部导入边 | 8,132 |
+| 内部导入边 | 8,141 |
 | 非平凡 SCC | 1（精确 containment 的 TMDB 移植包环） |
 | Application / Chain 具体 Adapter 直连 | 0 / 0 |
 | Direct egress | 53（债务已清零，53 条精确 containment） |

docs/architecture/optimization-checklist.md

@@ -94,7 +94,7 @@ ARCH-201 至 ARCH-204 均达到实现、验证、提交、推送和远端门禁
 
 | 指标 | 当前值 | 解释 |
 |---|---:|---|
-| 宿主 Python 模块 / 内部依赖边 | 968 / 8,132 | `dependency-baseline.json` 当前快照 |
+| 宿主 Python 模块 / 内部依赖边 | 968 / 8,141 | `dependency-baseline.json` 当前快照 |
 | 非平凡 SCC | 1 | 仅保留精确 containment 的 29 模块 TMDB 移植包环 |
 | 跨层 DB 边界债务 | 0 | Application、Chain、API、Agent、Runtime、Workflow 到 DB 的受控债务均为零 |
 | Model/Oper 事务债务 | 0 | 自建 Session、自动事务装饰器、直接 commit/rollback 等基线均为零 |

tests/fixtures/architecture/dependency-baseline.json

@@ -1089,8 +1089,8 @@
       "runtime_only": true
     }
   },
-  "edge_count": 8132,
-  "edge_sha256": "33505d1acbf26b53533027ed633ec23f3b4c4ee24c242a02372c05493c2919ab",
+  "edge_count": 8141,
+  "edge_sha256": "f86580389ab2c9efd50914fdbd34004fbdc3e9b01ad06a537817415add7c3687",
   "edges": [
     "app -> app.foundation",
     "app -> app.foundation.environment",
@@ -2144,11 +2144,15 @@
     "app.api.endpoints.classification -> app.application.classification.analysis",
     "app.api.endpoints.classification -> app.application.classification.configuration",
     "app.api.endpoints.classification -> app.application.classification.contract",
+    "app.api.endpoints.classification -> app.application.classification.execution",
     "app.api.endpoints.classification -> app.application.classification.runtime",
     "app.api.endpoints.classification -> app.application.history",
+    "app.api.endpoints.classification -> app.chain",
+    "app.api.endpoints.classification -> app.chain.media",
     "app.api.endpoints.classification -> app.schemas",
     "app.api.endpoints.classification -> app.schemas.category",
     "app.api.endpoints.classification -> app.schemas.response",
+    "app.api.endpoints.classification -> app.schemas.types",
     "app.api.endpoints.classification -> app.startup",
     "app.api.endpoints.classification -> app.startup.composition",
     "app.api.endpoints.classification -> app.startup.composition.context",
@@ -3022,9 +3026,12 @@
     "app.application.classification.analysis -> app.domain",
     "app.application.classification.analysis -> app.domain.classification",
     "app.application.classification.analysis -> app.domain.classification.evaluator",
+    "app.application.classification.analysis -> app.domain.classification.facts",
     "app.application.classification.analysis -> app.domain.classification.validation",
     "app.application.classification.analysis -> app.schemas",
     "app.application.classification.analysis -> app.schemas.category",
+    "app.application.classification.analysis -> app.schemas.context",
+    "app.application.classification.analysis -> app.schemas.music",
     "app.application.classification.catalog -> app.domain",
     "app.application.classification.catalog -> app.domain.classification",
     "app.application.classification.catalog -> app.domain.classification.fields",
@@ -8066,6 +8073,8 @@
     "app.schemas.agent -> app.schemas.common",
     "app.schemas.cache -> app.schemas",
     "app.schemas.cache -> app.schemas.types",
+    "app.schemas.category -> app.schemas",
+    "app.schemas.category -> app.schemas.common",
     "app.schemas.context -> app.schemas",
     "app.schemas.context -> app.schemas.category",
     "app.schemas.context -> app.schemas.common",