diff --git a/.github/brain/repo-map.json b/.github/brain/repo-map.json
index 6a42d238..5cec1653 100644
--- a/.github/brain/repo-map.json
+++ b/.github/brain/repo-map.json
@@ -1,7 +1,7 @@
 {
   "description": "铸渊图书馆目录 · Library Catalog for 铸渊 (Zhùyuān)",
   "version": "2.0",
-  "generated_at": "2026-03-08T03:23:35.430Z",
+  "generated_at": "2026-03-08T04:10:22.218Z",
   "generated_by": "scripts/generate-repo-map.js",
   "repo": "qinfendebingshuo/guanghulab",
   "stats": {
@@ -14,7 +14,7 @@
     "hli_implemented": 3,
     "hli_coverage_pct": "18%",
     "last_ci_run": "2026-03-05T10:30:46.894Z",
-    "memory_last_updated": "2026-03-07T08:41:28.888Z"
+    "memory_last_updated": "2026-03-08T03:32:30.449Z"
   },
   "zones": [
     {
diff --git a/.github/brain/repo-snapshot.md b/.github/brain/repo-snapshot.md
index 4652fa5a..e7c4adc5 100644
--- a/.github/brain/repo-snapshot.md
+++ b/.github/brain/repo-snapshot.md
@@ -1,5 +1,5 @@
 # 铸渊图书馆快照 · Repo Snapshot
-> 生成于 2026-03-08 11:23 CST · 每次 push 自动更新 · 铸渊唤醒时优先读取此文件
+> 生成于 2026-03-08 12:10 CST · 每次 push 自动更新 · 铸渊唤醒时优先读取此文件
 
 ---
 
@@ -13,7 +13,7 @@
 | 脚本 | 18 个执行脚本 |
 | 开发者节点 | 8 人 |
 | HLI 接口覆盖率 | 3/17 (18%) |
-| 快照生成时间 | 2026-03-08 11:23 CST |
+| 快照生成时间 | 2026-03-08 12:10 CST |
 
 ---