SpeedyFoxAi/true-recall-gems
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Final fixes: first-person gems, threshold 0.5, hidden context injection

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- Changed gem format from third-person to first-person for better query matching
- Lowered minRecallScore from 0.7 to 0.5
- Fixed context injection to use HTML comments (hidden from UI)
- Updated all documentation with today's fixes
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2026-02-25 13:30:13 -06:00
parent 87a390901d
commit 5950fdd09b
3 changed files with 147 additions and 107 deletions
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14
README.md
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@@ -2,7 +2,7 @@
**Project:** Gem extraction and memory recall system
**Status:** ✅ Active & Verified
**Location:** `~/.openclaw/workspace/.projects/true-recall-v2/`
**Location:** `~/.openclaw/workspace/.local_projects/true-recall-v2/`
**Last Updated:** 2026-02-25 12:04 CST
---
@@ -44,6 +44,10 @@ curl -s http://<QDRANT_IP>:6333/collections | jq '.result.collections[].name'
|-------|------------|-------------|
| **Watcher stuck on old session** | Watcher only switched sessions when file deleted, old sessions persisted | ✅ Restarted service, now follows current session |
| **Plugin capture 0 exchanges** | OpenClaw uses OpenAI content format (array of items), plugin expected string | ✅ Added `extractMessageText()` to extract text from `type: "text"` items |
| **Gem ID collision** | Hash used non-existent fields (`conversation_id`, `turn_range`, `gem`) | ✅ Hash now uses `embedding_text_for_hash[:100]` |
| **Meta-gems extracted** | Curator extracted from debug/tool output | ✅ Added SKIP_PATTERNS filter ("gems extracted", "✅", "🔍", etc.) + skip `role: "assistant"` |
| **gems_tr pollution** | 5 meta-gems + 1 real gem | ✅ Cleaned, now 1 real gem only |
| **First-person format** | Third person "User decided..." | ✅ Changed to "I decided..." for better query matching (score 0.746 vs 0.39) |
### Validation Results
@@ -55,8 +59,8 @@ After: parsed 17 user, 116 assistant messages, 9 exchanges ✅
**Watcher:**
```
Before: Watching old session (old session ID from Feb 24)
After: Watching current session (current session ID from Feb 25) ✅
Before: Watching old session (1737142a... from Feb 24)
After: Watching current session (93dc32bf... from Feb 25) ✅
```
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@@ -366,7 +370,7 @@ python3 clean_memories_tr.py --execute --limit 100
### Core Project
```
~/.openclaw/workspace/.projects/true-recall-v2/
~/.openclaw/workspace/.local_projects/true-recall-v2/
├── README.md # This file
├── session.md # Detailed notes
├── curator-prompt.md # Extraction prompt
@@ -398,7 +402,7 @@ python3 clean_memories_tr.py --execute --limit 100
|------|---------|
| `/root/.openclaw/extensions/memory-qdrant/` | Plugin code |
| `/root/.openclaw/openclaw.json` | Configuration |
| `<SYSTEMD_PATH>/mem-qdrant-watcher.service` | Service file |
| `/etc/systemd/system/mem-qdrant-watcher.service` | Service file |
---