What problem does it solve? When an AI assistant repeats a mistake or ignores an instruction, the fix often dies with the session. This Skill turns a correction or failure into a persistent rule or skill file so the next session starts with the lesson already learned. ## Core Features & Use Cases - Failure-to-file workflow: Names the failure, finds the owning file, decides whether the fix is a wording problem or a coverage gap, and writes the change. - Trigger-focused descriptions: Guides writing description and when_to_use frontmatter so the skill actually fires when it should, using the phrases users really type. - Cross-adapter mirroring: Ensures every change under claude/plugins/*/skills/ is mirrored to opencode/skills/ so the two adapters never drift. - Use Case: A user says "you keep committing without running the tests." This Skill locates the rule that should have caught it, sharpens its trigger description, mirrors the change to the opencode copy, and verifies the file reads correctly without session context. ## Quick Start Tell the assistant to turn the correction it just received into a skill or rule update and mirror it to the other adapter.