diff --git a/governance/GOVERNANCE.yaml b/governance/GOVERNANCE.yaml
index ba01ee1..8ef2227 100644
--- a/governance/GOVERNANCE.yaml
+++ b/governance/GOVERNANCE.yaml
@@ -23,7 +23,6 @@ domains:
         strength: enforced
         platform: {github: {mechanism: org-ruleset, name: main-protection, definition: rulesets/main-protection.json}}
         verify: {method: drift-check, frequency: daily}
-        exception: [AI_Web_School]
       - id: BP-2
         intent: "合并前置：唯一 required check = gate（聚合检查）"
         strength: enforced
diff --git a/governance/REPOS.yaml b/governance/REPOS.yaml
index 0888a0c..3168ff4 100644
--- a/governance/REPOS.yaml
+++ b/governance/REPOS.yaml
@@ -73,8 +73,10 @@ repos:
   - name: AI_Web_School
     layer: L2
     visibility: public
-    status: exempt
-    role: 历史产品仓——申报在册但豁免治理基线（repo_baseline.exclude_repos）
+    status: active
+    role: 产品仓——小学语数英个性化练习平台（Python/FastAPI 存量栈，语言准入按 ADR-0023
+      存量豁免，仅面向新服务选型）；治理面已接入：gate（CI-Workflows@v1 聚合）/automerge/
+      scorecard/CODEOWNERS/dependabot + App 挂载（AG-4）+ production environment（RL-1）
 
 # 上游依赖（不属于本组织；不 fork、不 submodule）
 # 治理方式：声明于此 + 部署渲染时 clone 并 pin tag（ADR-0002 rev1）
diff --git a/governance/expected-state.json b/governance/expected-state.json
index fb0aeaf..ed3725f 100644
--- a/governance/expected-state.json
+++ b/governance/expected-state.json
@@ -26,9 +26,7 @@
   "repo_baseline": {
     "squash_only": true,
     "delete_branch_on_merge": true,
-    "exclude_repos": [
-      "AI_Web_School"
-    ]
+    "exclude_repos": []
   },
   "org_secrets_required": [
     "CB_APP_ID",
diff --git a/governance/rulesets/codeql-gate.json b/governance/rulesets/codeql-gate.json
index a512095..f26ce4b 100644
--- a/governance/rulesets/codeql-gate.json
+++ b/governance/rulesets/codeql-gate.json
@@ -4,7 +4,7 @@
   "enforcement": "active",
   "conditions": {
     "ref_name": { "include": ["~DEFAULT_BRANCH"], "exclude": [] },
-    "repository_name": { "include": ["~ALL"], "exclude": ["AI_Web_School", ".github"] }
+    "repository_name": { "include": ["~ALL"], "exclude": [".github"] }
   },
   "bypass_actors": [
     { "actor_id": null, "actor_type": "OrganizationAdmin", "bypass_mode": "always" }
diff --git a/governance/rulesets/main-protection.json b/governance/rulesets/main-protection.json
index 18b1bf4..4bc07c2 100644
--- a/governance/rulesets/main-protection.json
+++ b/governance/rulesets/main-protection.json
@@ -13,9 +13,7 @@
       "include": [
         "~ALL"
       ],
-      "exclude": [
-        "AI_Web_School"
-      ]
+      "exclude": []
     }
   },
   "bypass_actors": [
diff --git a/governance/rulesets/release-tags.json b/governance/rulesets/release-tags.json
index d53bc8e..21d0f59 100644
--- a/governance/rulesets/release-tags.json
+++ b/governance/rulesets/release-tags.json
@@ -4,7 +4,7 @@
   "enforcement": "active",
   "conditions": {
     "ref_name": { "include": ["refs/tags/v*"], "exclude": [] },
-    "repository_name": { "include": ["~ALL"], "exclude": ["AI_Web_School"] }
+    "repository_name": { "include": ["~ALL"], "exclude": [] }
   },
   "bypass_actors": [
     { "actor_id": null, "actor_type": "OrganizationAdmin", "bypass_mode": "always" }