videocut:自进化

Self-evolving skills. Records user feedback and updates methodologies and rules. Trigger phrases: “update rules”, “record feedback”, “improve skill”. When user feedback or corrective trigger phrases (e.g., “remember this”, “update rules”, “that just failed”) are detected, it automatically backtracks through context to locate the issue, reads and understands target files (e.g., CLAUDE.md, tips/*.md, ../README.md), integrates corrections or new rules into the appropriate sections instead of simply appending them to the end, and keeps only event entries in the feedback log. Core features include automatic triggering, context backtracking and issue identification, full-text parsing with structured insertion, synchronized updates to routing tables and the Skill registry, and update reports with change summaries. Typical use cases include updating rules for slips of the tongue, supplementing review workflows, and iterating methodologies. Main benefits are preventing rule fragmentation, accelerating closed-loop learning, and maintaining document consistency and traceability.