Continuous improvement through Ralph Loop reflection, instinct evolution, integrated research, and cross-session memory sync
Combines Ralph Loop continuous improvement, instinct evolution, integrated research, and Serena memory synchronization. Cooperates with Claude Code's auto memory system.
cat .caw/learnings.md 2>/dev/null | head -20 || echo "(no learnings yet)"cat .caw/instincts/index.json 2>/dev/null | head -10 || echo "(no instincts yet)"serena MCP tools directly — available in inline context)serena — Semantic code analysis, symbol search, memory synccontext7 — Library documentation lookupREFLECT → ANALYZE → LEARN → PLAN → HABITUATE cycle.
Transform high-confidence instincts (>=0.6) into reusable components.
.caw/evolved/{commands,skills,agents}/.caw/instincts/index.jsonCombines internal codebase analysis with external documentation research.
Bidirectional sync between CAW workflow state and Serena memory.
Learning Loop cooperates with Claude Code's built-in auto memory:
/crew:manage reflect # Run Ralph Loop
/crew:manage reflect --full # Full workflow retrospective
/crew:manage evolve # Show evolution candidates
/crew:manage evolve --create # Generate evolution
/crew:manage sync # Bidirectional Serena sync
/crew:manage sync --to-serena # Upload to Serena
/crew:explore --research "topic" # Integrated research
Will: Run RALPH cycle, evolve instincts, research topics, sync memory Won't: Evolve low-confidence (<0.6), auto-overwrite, delete memories without confirmation