Create and refine AI skills with SKILL.md authoring and test scripts.
npx skills add https://github.com/kv0906/pm-kit --skill skill-creator-kv0906
Please help me install this Agent Skill. Skill: skill-creator Source: https://github.com/kv0906/pm-kit/tree/main/.claude/skills/skill-creator Command: npx skills add https://github.com/kv0906/pm-kit --skill skill-creator-kv0906
This Skill streamlines the entire process of creating, improving, and optimizing AI skills, making it accessible even for users unfamiliar with complex AI development workflows.
SKILL.md file.Use the skill-creator to help me build a new skill that can extract action items from meeting notes.
High-intent search queries and answers about installing and using this skill.
To create an AI skill, you define the skill scope, author the SKILL.md content, and use bundled scripts to execute deterministic test cases. You then optimize the skill descriptions through prompt engineering to improve AI model triggering accuracy.
The best way to improve AI skill triggering accuracy is through targeted prompt engineering and description optimization. By applying quantitative evaluation frameworks, you can iteratively refine the skill descriptions to enhance discoverability and model performance.
Iterative refinement for AI skill development works by facilitating testing and evaluation based on user feedback and performance metrics. This process allows you to continuously improve the skill design and maintainability using integrated quantitative evaluation frameworks.
Yes, you can execute deterministic test cases when building AI skills. The workflow automation process includes bundled scripts that allow you to run these tests, review the results, and refine the skill instructions based on quantitative evaluation frameworks.
No, you do not need prior AI development experience for skill creation. The process streamlines the entire lifecycle of AI skill development, making workflow automation and prompt engineering accessible even for users unfamiliar with complex AI development workflows.
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