clawdbot-workspace/HEARTBEAT.md
Jake Shore 5754cdb6cd Lean Memory Architecture: 60% system prompt reduction
- HEARTBEAT.md: 5,297 → 449 bytes (-92%) — current focus only, projects moved to memory/projects-active.md
- AGENTS.md: 7,869 → 1,603 bytes (-80%) — core rules only, MCP playbook moved to memory/playbook-mcp.md
- SOUL.md: 5,394 → 1,935 bytes (-64%) — same security, fewer words
- USER.md: 2,732 → 705 bytes (-74%) — collaborators moved to memory/contacts.md
- lessons-learned.md: 27,252 → 3,031 bytes (-89%) — hot universal rules only, rest in lessons-archive.md
- 2026-02-15.md: 24,675 → 2,453 bytes (-90%) — compressed, full version in archive/

Total injected tokens: ~5,700 → ~2,000 (65% reduction)
Research basis: Stanford 'Lost in the Middle', JetBrains context management study
2026-02-16 00:03:44 -05:00

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Markdown

# HEARTBEAT.md — Current Focus
## Now
- Upwork pipeline live: 5 apps submitted, 1 meeting booked (Robert Hartline/CallProof)
- Next: categorize + rank 85 projects, follow up on CallProof meeting
- Blocked: GitHub auth expired, Upwork session needs re-login
## Key Infra
- Portfolio: https://portfolio.mcpengage.com (Cloudflare Workers)
- NicheQuiz: thenichequiz.com (permanent CF tunnel)
- Upwork cron: hourly 8AM-4PM ET
- Connects: 104 remaining