personal-skill-improver

name	personal-skill-improver
description	Improve skill from current context
disable-model-invocation	true

Skill Improver

Use this after using a skill to improve the skill itself based on conversation context.

Instructions

1. Analyze Conversation Context: Review the entire conversation to identify:

   • Which skill was used
   • What problems or struggles occurred (errors, misunderstandings, missing functionality)
   • What guidance the user provided to fix issues
   • What worked well and what didn't

2. Identify the Skill File:

   • Look for the skill name in the conversation
   • Find the corresponding SKILL.md file

3. Determine Improvements: Based on the struggles identified:

   • Add missing instructions or clarifications
   • Include specific commands or patterns that worked
   • Add context about common pitfalls to avoid
   • Update examples if needed
   • Add error handling guidance
   • Save utility scripts: If one-off scripts were generated during the workflow, and they are generic enough to use again, save them to the skill directory

4. Update the Skill File:

   • Read the current skill file
   • Make targeted improvements to address the identified issues
   • Preserve existing working instructions
   • Add new sections if needed (e.g., "Common Issues", "Important Notes")
   • Keep the skill focused and actionable

5. Save Utility Scripts (if applicable):

   • Look for one-off scripts generated during the conversation (bash, python, etc.)
   • Save them in the skill directory with descriptive names
   • Update the skill file to reference these scripts
   • Add usage instructions for the scripts

6. Confirm Changes: Briefly explain what improvements were made and why.

What to Look For

• User corrections: "Actually, you need to...", "No, try...", "Use X instead of Y"
• Repeated attempts: Multiple tries to accomplish the same task
• Error patterns: Similar errors occurring multiple times
• Missing context: Information that should have been in the skill instructions
• Ambiguities: Parts where the skill could be interpreted in multiple ways
• Generated scripts: One-off utility scripts created during the workflow that could be reused

Example Workflow

User runs a skill → Skill struggles → User guides it → User runs /skill-improver → Skill file is updated → Next time it works better