autoharness

Autoharness is a self-learning skill layer for Claude Code. It extracts skills from actual user sessions and continuously updates and optimizes them during use. If a skill is no longer used, it is automatically removed, keeping the skill layer clean. Autoharness does not require separate data collection or replay loops; instead, it learns directly from users' work sessions. It merges skills from identical scenarios to avoid redundancy and only maintains skills it generates, without affecting other code. Autoharness is suitable for developers, especially those aiming to improve their efficiency with Claude Code.