name: reflect description: | Analyze and improve skills based on session outcomes. Use when: user says "reflect", "improve the skill", "what went wrong with the skill", "optimize skills", or wants to analyze skill effectiveness after using one. Triggers: "reflect", "skill improvement", "fix the skill", "update skill based on session".

Reflect

Analyze conversation context to identify used skills, evaluate effectiveness, and apply improvements.

Workflow

1. Check for skill usage - Scan context for Skill tool calls or <command-name> tags. If none found, inform user "No skills were used this session" and stop.
2. Analyze context - Identify issues and outcomes from the skills that were used
3. Gather feedback - Use AskUserQuestion if issues aren't clear from context
4. Read skill files - Glob for ~/.claude/skills/*/SKILL.md, read relevant ones
5. Identify gaps - Compare skill instructions vs actual behavior vs user expectations
6. Apply changes - Edit skill files, preserve YAML frontmatter + markdown structure
7. Report - Summarize what was analyzed, identified, and changed

Common Issues to Look For

• Missing/wrong trigger phrases in description
• Unclear or ambiguous workflow steps
• Missing edge case handling
• Overly verbose instructions (violates "concise is key")
• Missing tool usage patterns

Guidelines

• Be conservative - only fix clear issues
• Focus on root causes, not symptoms
• Consider if issue was with skill or how it was invoked