Create Claude Skills with SKILL.md structure and evaluation loops.
npx skills add https://github.com/KILWA73/MiniSoc --skill skill-creator-kilwa73
Please help me install this Agent Skill. Skill: skill-creator Source: https://github.com/KILWA73/MiniSoc/tree/main/.agents/skills/skill-creator Command: npx skills add https://github.com/KILWA73/MiniSoc --skill skill-creator-kilwa73
Creating and maintaining Claude Skills requires discipline: coordinating drafts, iterative evaluations, and description optimization. This Skill provides a repeatable loop to draft, test, review, and improve skills, reducing cognitive load and accelerating high-quality skill delivery.
Draft your first SKILL.md, run an evaluation loop, then iteratively improve the skill description based on results.
High-intent search queries and answers about installing and using this skill.
To create Claude Skills, you draft a standard SKILL.md file with starter metadata and optional resources. This approach enforces progressive-disclosure design, ensuring consistent skill discovery and activation across projects.
Yes, you can run train and test evaluation loops to gauge trigger accuracy and effectiveness. This structured testing evaluates skill quality, benchmark results, and trigger descriptions before activating the skill.
Improving trigger descriptions involves automated optimization cycles integrating evaluation results and history. This iterative process refines metadata to maximize discovery and activation rates for your skills.
The skill evaluation loops and automation scripts rely on Python and require the yaml dependency. These components structure the testing, benchmarking, and description optimization workflows.
Progressive-disclosure design structures skills into metadata, body, and optional resources. This layered packaging ensures consistent skill discovery and rigorous evaluation without overwhelming the user.
Use automated improvement cycles when you need repeatable loops to draft, test, review, and refine skills. This reduces cognitive load and accelerates high-quality skill delivery across team projects.
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