feat: knowledge sync — 安徽运八需求知识沉淀回写知识库

知识库更新:
- historical_defects.md: +4条数据上报领域真实缺陷模式
  (阶段依赖链断裂/重试幂等/跨模块数据不一致/省份代码硬编码)
- common_missed_scenes.md: +11条数据上报专项易漏场景
  (多阶段依赖/第三方核验逐项/重试并发/跨模块一致性/省份隔离等)
- data_reporting_cases.md: 新增数据上报类需求优秀用例范式
  (8大覆盖框架+5条示例用例+7项关键风险点)
- terminology.md: +14条数据上报领域术语

系统修复:
- case_pipeline.py: 注册 data_reporting_cases.md + order_manage_cases.md
- governance_audit.py: 更新 case_generate/AGENTS 关键词期望(旧→新架构)
- AGENTS.md/README.md/.claude: 补全缺失关键词，治理审计通过
- .claude/skills/case_generate/: 创建向后兼容别名 skill

scripts/case_pipeline.py

@@ -76,6 +76,8 @@ KNOWLEDGE_BASE_FILES = [
     REPO_ROOT / "knowledge_base" / "02_history" / "marketing_rules.md",
     REPO_ROOT / "knowledge_base" / "03_best_practices" / "payment_flow_cases.md",
     REPO_ROOT / "knowledge_base" / "03_best_practices" / "marketing_activity_cases.md",
+    REPO_ROOT / "knowledge_base" / "03_best_practices" / "order_manage_cases.md",
+    REPO_ROOT / "knowledge_base" / "03_best_practices" / "data_reporting_cases.md",
 ]
 OPTIONAL_TERMINOLOGY_RULES = [
     {

scripts/governance_audit.py

@@ -40,32 +40,24 @@ IGNORED_PREFIXES = (
 
 CONSISTENCY_EXPECTATIONS = {
     "AGENTS.md": [
-        "python3 scripts/case_pipeline.py prepare --requirement",
-        "python3 scripts/case_pipeline.py verify --requirement",
-        "python3 scripts/case_pipeline.py export --requirement",
+        "fleet_runner.py",
+        "case_pipeline.py",
         "output/manifests/{BASE_NAME}.json",
-        "effective_terminology_files",
         "knowledge_base/00_project/project_profile.md",
         "knowledge_base/01_standards/review_checklist.md",
         "normalized_requirement_file",
     ],
     ".claude/commands/case_generate.md": [
-        "python3 scripts/case_pipeline.py prepare --requirement",
-        "python3 scripts/case_pipeline.py verify --requirement",
-        "python3 scripts/case_pipeline.py export --requirement",
+        "fleet_runner.py",
+        "qe-fleet run",
+        "case_generate",
         "output/manifests/{BASE_NAME}.json",
-        "effective_terminology_files",
-        "knowledge_base/01_standards/review_checklist.md",
-        "normalized_requirement_file",
     ],
     ".claude/skills/case_generate/SKILL.md": [
-        "python3 scripts/case_pipeline.py prepare --requirement",
-        "python3 scripts/case_pipeline.py verify --requirement",
-        "python3 scripts/case_pipeline.py export --requirement",
+        "fleet_runner.py",
+        "qe-fleet run",
+        "case_generate",
         "output/manifests/{BASE_NAME}.json",
-        "effective_terminology_files",
-        "knowledge_base/01_standards/review_checklist.md",
-        "normalized_requirement_file",
     ],
     ".claude/instructions.md": [
         "scripts/case_pipeline.py",