diff --git a/server.py b/server.py
index e0a7fd82..1f099ddf 100644
--- a/server.py
+++ b/server.py
@@ -2320,7 +2320,9 @@ def api_docs_index():
                 index.append({"path": f, "title": f.replace(".md", ""), "category": "📖 核心", "core": True})
         # 按主题分类
         cats = {
-            "运维参考": ["QUICKSTART", "DEPLOY", "DASHBOARD", "HEALTH-PIPELINE", "doc-audit", "system-audit"],
+            "运维参考": ["QUICKSTART", "DEPLOY", "DASHBOARD", "HEALTH-PIPELINE", "doc-audit", "system-audit",
+                        "operations-index", "scheduler-mechanism"],
+            "架构治理": ["data-flow-map", "cleansweep", "architecture-fix"],
             "策略研究": ["strategy_research", "predictive_oversold", "deployment-plan", "cron-", "research/"],
             "系统机制": ["dev-spec", "DEVELOPMENT_STANDARDS", "SELF_GROWTH", "lifecycle", "strategy-review", "morning-health", "zhiwei-ops", "portfolio-data-model"],
             "决策记录": ["decisions/"],