diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 7e85339..60f76b8 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -357,7 +357,7 @@ jobs:
             { echo "❌ .gitignore 未排除私有知识库"; exit 1; }
           echo "✅ 私有知识库受保护"
 
-  # ===== 8. L2 self-test(mock LLM,主宪章 §33,V1.10)=====
+  # ===== 8. L2 self-test (mock LLM) =====
   selftest-mock:
     name: L2 self-test · mock LLM e2e
     runs-on: ubuntu-latest
@@ -375,7 +375,7 @@ jobs:
           # 兜底:确保关键运行时模块在
           pip install pydantic pydantic-settings typer rich loguru pyyaml openpyxl factory-boy faker prefect defusedxml prompt-toolkit
 
-      - name: L1 frontmatter lint(主宪章 §33 第 1 层)
+      - name: L1 frontmatter lint
         run: |
           python -m runtime.healthcheck.agent_smoke
 
diff --git a/.github/workflows/selftest-weekly.yml b/.github/workflows/selftest-weekly.yml
index da1d284..a335d92 100644
--- a/.github/workflows/selftest-weekly.yml
+++ b/.github/workflows/selftest-weekly.yml
@@ -1,4 +1,4 @@
-name: 周自检 · L4 真 LLM e2e（主宪章 §33）
+name: 周自检 · L4 真 LLM e2e
 
 on:
   schedule:
@@ -12,7 +12,7 @@ permissions:
 env:
   FORCE_JAVASCRIPT_ACTIONS_TO_NODE24: true
 
-# 仅 main 分支 push 触发,fork PR 不跑（防 secrets 泄露,主宪章 §30）
+# 仅 main 分支 push 触发,fork PR 不跑（防 secrets 泄露）
 jobs:
   selftest-weekly:
     name: L4 · 真 LLM e2e