feat(vault): Phase 3 tools + batch citation/relation enrichment

wiki/黄奇帆.md

@@ -1,17 +1,37 @@
 ---
 categories:
-  - "[[LLM Wiki]]"
-  - "[[People]]"
+  - '[[LLM Wiki]]'
+  - '[[People]]'
 tags:
   - wiki
   - people
   - researcher
   - methodology
-created: 2026-06-30
-source: "[[黄奇帆-最新演讲-AI时代最稀缺5类人才-2026-笔记侠]]"
+created: '2026-06-30'
+source: '[[黄奇帆-最新演讲-AI时代最稀缺5类人才-2026-笔记侠]]'
 type: entity
 aliases:
   - 黄奇帆
+confidence: 3
+status: active
+last_reviewed: '2026-07-01'
+review_interval_days: 180
+relations:
+  - type: extends
+    target: '[[AI时代五环协同人才体系]]'
+    confidence: 2
+  - type: extends
+    target: '[[生产性服务业价值论]]'
+    confidence: 2
+  - type: extends
+    target: '[[科技创新五阶段论]]'
+    confidence: 2
+  - type: extends
+    target: '[[十大类生产性服务业]]'
+    confidence: 2
+  - type: extends
+    target: '[[宏观中观微观完整谱系]]'
+    confidence: 2
 ---
 
 # 黄奇帆