summerliuuu

Self-evolution system for AI coding assistants. Six integrated mechanisms: (1) Real-time logging of errors, corrections, and failures to error_log.md, (2) Silent 3-gate checkpoint before every code change, (3) periodic error review that scans error_log.md and updates a categorized tracker, (4) rule accumulation loop that adds new error types automatically and marks cured ones, (5) confirmation gate requiring user approval before new features, DB/env/deploy changes, external publishing, or new directions, (6) auto hooks configured on install for passive capture. Triggers on "error review", "错误追踪", "进化报告", "evolution report", or automatically when review interval has elapsed.