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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MCP Work Playbook (loaded on demand, not injected)

Source of Truth

All MCP work committed + pushed to mcpengine-repo/ (BusyBee3333/mcpengine).

Gold Standard

Before ANY MCP server work: read mcp-gold-standard.md. Covers: server architecture (main.ts/server.ts, lazy loading), API client patterns, tool file structure (Zod + naming), React app patterns (ErrorBoundary, dark theme, mock data), landing pages (chat demo, GSAP, site-generator), README requirements.

Factory Checklist

Before spawning build agents: read mcp-factory-checklist.md + follow pre-flight. After agent completes: run post-completion verification. NEVER trust agent narratives — verify filesystem.

File Locations

Servers: mcpengine-repo/servers/{platform-name}/
Apps/UI: mcpengine-repo/servers/{platform-name}/src/apps/ or ui/
Factory tools: mcpengine-repo/infra/factory-tools/
Pipeline state: mcpengine-repo/infra/command-center/
Reviews: mcpengine-repo/infra/factory-reviews/
Landing pages: mcpengine-repo/landing-pages/
Docs: mcpengine-repo/docs/

Workflow

Build in workspace for speed
Sync: rsync -a --exclude='node_modules' --exclude='.git' src/ mcpengine-repo/servers/{name}/
Commit + push: cd mcpengine-repo && git add -A && git commit -m "{name}: {what}" && git push

Also push to individual repos when they exist

GHL → BusyBee3333/Go-High-Level-MCP-2026-Complete
30 original servers → BusyBee3333/{name}-mcp-2026-complete

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