true-recall-gems/function_check.md

TrueRecall v2 - Function Check (LOCAL)

Quick validation checklist for OUR TrueRecall v2 setup

User: rob
Qdrant: http://<QDRANT_IP>:6333
Ollama: http://<OLLAMA_IP>:11434
Timer: 5 minutes
Working Dir: ~/.openclaw/workspace/.local_projects/true-recall-v2

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Quick Status Check

cd ~/.openclaw/workspace/.local_projects/true-recall-v2

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1. Directory Structure

Check	Command	Expected
Local project exists	ls ~/.openclaw/workspace/.local_projects/true-recall-v2	Files listed
Git project exists	ls ~/.openclaw/workspace/.git_projects/true-recall-v2	Files listed
Watcher script	ls ~/.openclaw/workspace/skills/qdrant-memory/scripts/realtime_qdrant_watcher.py	File exists

Our Paths:

• Local: ~/.openclaw/workspace/.local_projects/true-recall-v2/
• Git: ~/.openclaw/workspace/.git_projects/true-recall-v2/
• Watcher: ~/.openclaw/workspace/skills/qdrant-memory/scripts/realtime_qdrant_watcher.py
• Systemd: /etc/systemd/system/mem-qdrant-watcher.service

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2. Services

Check	Command	Expected
Watcher running	systemctl is-active mem-qdrant-watcher	active
Watcher enabled	systemctl is-enabled mem-qdrant-watcher	enabled
Cron job set	crontab -l | grep true-recall	*/5 * * * * entry

Our Service:

• Service: mem-qdrant-watcher.service
• Status: systemctl status mem-qdrant-watcher --no-pager
• Logs: journalctl -u mem-qdrant-watcher -n 20
• Cron: */5 * * * * (every 5 minutes)

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3. Qdrant Collections

Check	Command	Expected
memories_tr status	curl -s http://<QDRANT_IP>:6333/collections/memories_tr | jq .result.status	green
gems_tr status	curl -s http://<QDRANT_IP>:6333/collections/gems_tr | jq .result.status	green
memories_tr count	curl -s http://<QDRANT_IP>:6333/collections/memories_tr | jq .result.points_count	12000+
gems_tr count	curl -s http://<QDRANT_IP>:6333/collections/gems_tr | jq .result.points_count	70+

Our Qdrant:

• URL: http://<QDRANT_IP>:6333
• Collections: memories_tr, gems_tr
• Embedding Model: snowflake-arctic-embed2

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4. Curation Status

Check	Command	Expected
Uncurated count	See Section 7	1490
Curated count	See Section 7	11239
Curator config	cat tr-continuous/curator_config.json	timer_minutes: 5

Our Config:

• Timer: 5 minutes (*/5 * * * *)
• Batch Size: 100
• User ID: rob
• Source: memories_tr
• Target: gems_tr
• Curator Log: /var/log/true-recall-timer.log

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5. Capture Test

Step	Action	Check
1	Send a test message to Kimi	Message received
2	Wait 10 seconds	Allow processing
3	Check memories count increased	curl -s http://<QDRANT_IP>:6333/collections/memories_tr | jq .result.points_count
4	Verify memory has user_id	user_id: "rob" in payload
5	Verify memory has curated=false	curated: false in payload

Our Watcher:

• Script: ~/.openclaw/workspace/skills/qdrant-memory/scripts/realtime_qdrant_watcher.py
• User ID: rob
• Collection: memories_tr
• Embeddings: snowflake-arctic-embed2

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6. Curation Test

Step	Action	Check
1	Note current gems count	Baseline
2	Run curator manually	cd tr-continuous && python3 curator_timer.py
3	Check gems count increased	New gems added
4	Check memories marked curated	curated: true
5	Check curator log	tail /var/log/true-recall-timer.log

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7. Recall Test ✅ WORKING

Step	Action	Check
1	Start new conversation	Context loads
2	Ask about previous topic	Gems injected
3	Verify context visible	✅ Score 0.587 - Working!

Verified 2026-02-25: Context injection successfully returns relevant gems with similarity scores above threshold (0.5+).

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8. Path Validation

Path	Check	Status
Watcher script	skills/qdrant-memory/scripts/realtime_qdrant_watcher.py	☐
Curator script	.local_projects/true-recall-v2/tr-continuous/curator_timer.py	☐
Config file	.local_projects/true-recall-v2/tr-continuous/curator_config.json	☐
Log file	/var/log/true-recall-timer.log	☐

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9. Quick Commands Reference

# Check all services
systemctl status mem-qdrant-watcher --no-pager
tail -20 /var/log/true-recall-timer.log

# Check Qdrant collections (Our Qdrant: <QDRANT_IP>:6333)
curl -s http://<QDRANT_IP>:6333/collections/memories_tr | jq '{status: .result.status, points: .result.points_count}'
curl -s http://<QDRANT_IP>:6333/collections/gems_tr | jq '{status: .result.status, points: .result.points_count}'

# Check uncurated memories (Our user_id: rob)
curl -s -X POST http://<QDRANT_IP>:6333/collections/memories_tr/points/count \
  -d '{"filter":{"must":[{"key":"user_id","match":{"value":"rob"}},{"key":"curated","match":{"value":false}}]}}' | jq .result.count

# Run curator manually (Our path: .local_projects)
cd ~/.openclaw/workspace/.local_projects/true-recall-v2/tr-continuous
python3 curator_timer.py

# Check OpenClaw plugin
openclaw status | grep memory-qdrant

# Restart watcher (if needed)
sudo systemctl restart mem-qdrant-watcher

# View watcher logs
journalctl -u mem-qdrant-watcher -n 50 --no-pager

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Recent Fixes (2026-02-25)

Issue	Status	Fix
Embedding model mismatch	✅ Fixed	Changed curator from mxbai-embed-large to snowflake-arctic-embed2
Gems had no vectors	✅ Fixed	Updated store_gem() to use text field
JSON parsing errors	✅ Fixed	Simplified extraction prompt
Field mismatch	✅ Fixed	Curator now supports both text and content fields
Context injection	✅ WORKING	Verified with score 0.587 on test query
Watcher session bug	✅ Fixed 12:22	Watcher was stuck on old session, restarted and now follows current session
Plugin capture	✅ Fixed 12:34	Added extractMessageText() to handle OpenAI-style content arrays
Plugin exchanges	✅ Verified 12:41	Now extracting exchanges: parsed 17 user, 116 assistant, 9 exchanges
Gem ID collision	✅ Fixed 12:50	Hash now uses embedding_text_for_hash[:100] instead of empty fields
Meta-gem filtering	✅ Fixed 12:52	Curator skips patterns: "gems extracted", "curator", "✅", "🔍", debug messages, system messages
gems_tr cleaned	✅ Done 12:53	Removed 5 meta-gems, kept 1 real gem
Gem format (1st person)	✅ Fixed 13:15	Changed from "User decided..." to "I decided..." for better query matching

Result: Context injection now functional. Gems are embedded and searchable. Both watcher and plugin capture working.

Check	Date	Status
All services running	2026-02-25	✅
Collections healthy	2026-02-25	✅
Capture working	2026-02-25	✅
Curation working	2026-02-25	✅
Recall working	2026-02-25	✅ Context injection verified

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Last updated: 2026-02-25 12:04 CST
User: rob
Qdrant: <QDRANT_IP>:6333
Timer: 5 minutes
Collections: memories_tr (12,729), gems_tr (14+)
Status: ✅ Context injection WORKING