chore: import upstream snapshot with attribution

2026-07-13 13:01:18 +08:00
commit 979fb22d7c
613 changed files with 113494 additions and 0 deletions
@@ -0,0 +1,19 @@
+Search past session observations and lessons for relevant context. Wrap the `memory_smart_search` and `memory_lesson_recall` MCP tools.
+
+## Usage
+
+```
+/recall [query]
+```
+
+## Instructions
+
+1. Call `memory_smart_search` with the query and `limit: 10` (hybrid BM25 + vector + graph search).
+2. Call `memory_lesson_recall` with the same query and `limit: 5` (lesson search).
+3. Combine results and present to the user:
+   - Group by session
+   - Show type, title, and narrative for each observation
+   - Highlight high-importance (>= 7) observations
+   - Show lessons separately with confidence scores
+4. If no results, suggest 2-3 alternative search terms.
+5. **Never hallucinate results.** Only present what the MCP tools actually return.