Summary
- Captures learnings, errors, and corrections to enable continuous improvement across agent sessions.
- Logs failures, user corrections, knowledge gaps, and API errors to structured markdown files ( .learnings/LEARNINGS.md , ERRORS.md , FEATURE_REQUESTS.md ) with consistent ID, priority, and status tracking Supports promotion of broadly applicable learnings to project memory files ( CLAUDE.md , AGENTS.md , .github/copilot-instructions.md ) and workspace files in OpenClaw ( SOUL.md , TOOLS.md ) Includes OpenClaw workspace integration with automatic session injection, inter-session communication tools, and optional startup hooks for learning reminders Provides skill extraction workflow to convert recurring, verified learnings into reusable agent skills with quality gates and multi-agent support