skill

Use when creating a new Claude skill from scratch or iterating on an existing draft. Triggers on: "skill 만들어줘", "새 스킬 작성", "create a skill", "이 워크플로우 skill로 만들어줘", "skill 개선해줘", "스킬 테스트해줘", "스킬 퀄리티 측정", "skill isn't working well". Best for: building reusable skills, iterating on quality with evals, capturing repeatable workflows. Not for: writing one-off instructions or project-specific conventions (put those in CLAUDE.md).

Use when a skill isn't triggering reliably on natural language or Korean input. Triggers on: "스킬이 트리거 안 돼", "skill not firing", "description 개선해줘", "한국어 트리거 추가해줘", "trigger coverage audit", "skill 발동 조건 점검", "description이 너무 keyword만 있어". Best for: fixing English-only descriptions, improving natural language trigger coverage, coverage audits. Not for: overall skill design review (use skill-validator for that).

Audits an existing skill across five quality dimensions: usefulness, agent structure, MCP fit, and SKILL.md weight. Use when someone wants a design review of a skill they have already written or partially built — is this skill well-designed, review my skill, is the SKILL.md too heavy, should this use agents or MCP. Also invoked automatically after skill-creator finishes a new skill.