A self-learning system for Claude Code that captures corrections, positive feedback, and preferences — then syncs them to CLAUDE.md and AGENTS.md.

self-healing and self-learning loop for coding agents

Full computer-use for AI agents. Self-learning workflows. Native macOS. No screenshots required.