Create and iteratively improve Claude Code skills with trigger evals.
npx skills add https://github.com/cwinux/skillflaw --skill skill-creator-cwinux
Please help me install this Agent Skill. Skill: skill-creator Source: https://github.com/cwinux/skillflaw/tree/main/skill-creator Command: npx skills add https://github.com/cwinux/skillflaw --skill skill-creator-cwinux
This Skill helps you rapidly create new Claude Code skills or improve existing ones by turning vague goals into a working skill loop that includes drafting, test creation, evaluation runs, quantitative review, and iterative refinement.
Tell the skill you want to build a new skill for doing X, and include when it should trigger and what the output should look like.
High-intent search queries and answers about installing and using this skill.
Creating Claude Code skills involves drafting deterministic skill descriptions, generating structured trigger evaluation tests, and running an iteration loop to measure and refine triggering accuracy until performance goals are met.
Trigger optimization for agent workflows refines skill descriptions through evaluation loops to measure failure modes, ensuring Claude accurately and reliably selects the intended skill during task execution.
Improving an existing skill requires running trigger-evaluation test prompts to identify failure modes, then applying optional description optimization based on quantitative review to enhance invocation reliability.
Yes, you can run evals to measure skill quality by generating structured test prompts that benchmark triggering accuracy and calculate associated costs, providing variance-aware evaluation of skill performance.
To start authoring a skill, define the intent, specify when the skill should trigger, and describe the expected output to initiate the drafting, test generation, and evaluation workflow.
Menschlichkeit-OsterreichCreate, test, and optimize AI skills with automated evaluations.
cogni-daoDraft and refine Claude skill descriptions with evaluation loops and benchmarking.
xiaoyuge886Design and validate autonomous agents within the Claude Code plugin architecture.
datorresbAutomate skill development from SKILL.md drafting through evaluation loops and packaging.
