diff --git a/.github/brain/repo-map.json b/.github/brain/repo-map.json
index 2cd87644..9d6faa26 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": "2026-03-12T02:10:04.439Z",
+  "generated_at": "2026-03-12T08:31:52.402Z",
   "generated_by": "scripts/generate-repo-map.js",
   "repo": "qinfendebingshuo/guanghulab",
   "stats": {
@@ -14,7 +14,7 @@
     "hli_implemented": 7,
     "hli_coverage_pct": "33%",
     "last_ci_run": "2026-03-05T16:07:24.070Z",
-    "memory_last_updated": "2026-03-11T08:55:43.347Z"
+    "memory_last_updated": "2026-03-12T03:34:18.847Z"
   },
   "zones": [
     {
diff --git a/.github/brain/repo-snapshot.md b/.github/brain/repo-snapshot.md
index 97e8695f..a4bd961c 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 2026-03-12 10:10 CST · 每次 push 自动更新 · 铸渊唤醒时优先读取此文件
+> 生成于 2026-03-12 16:31 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 | 27 个执行脚本 |
 | 开发者节点 | 8 人 |
 | HLI 接口覆盖率 | 7/21 (33%) |
-| 快照生成时间 | 2026-03-12 10:10 CST |
+| 快照生成时间 | 2026-03-12 16:31 CST |
 
 ---