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Daily Notes/2026-03-03.md
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# 2026-03-03 — Tuesday
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## Session Monitor Complete ✅
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**Breakthrough:** Automated conversation capture using OpenClaw's own session transcripts!
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### What We Built
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| Component | Purpose |
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|-----------|---------|
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| ools/session_monitor.py | Reads .jsonl transcripts, auto-snapshots |
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| session_tracking table | Checkpoint tracking per session |
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| Cron job | Every 2 minutes |
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### The Innovation
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Instead of waiting for OpenClaw message hooks, we discovered:
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- Session transcripts stored at: .openclaw/agents/main/sessions/*.jsonl
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- Real-time JSONL logging of all messages
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- We can read these files directly!
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**Result:** True automatic message tracking without manual counting.
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### How It Works
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1. Reads transcript files
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2. Tracks last_message_index checkpoint
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3. Counts new user messages
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4. At 15 messages: summarize → embed → store
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5. Updates checkpoint in SQLite
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### Stats
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- Tracked sessions: 189
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- Active: Multi-session aware
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- Snapshot threshold: 15 messages
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- Cron: Every 2 minutes
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### Documentation
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- memory/projects/memory-vector-system.md — Updated
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- workspace-context.md — Simplified
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- All committed to Gitea
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**Status:** 🟢 Automated session capture operational
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---
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*Credit: Corey's genius idea to check session.json files 💡*
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