Create and iterate Claude skills with SKILL.md and evaluation workflows.
npx skills add https://github.com/I-Synergy/AI --skill skill-creator-i-synergy
Please help me install this Agent Skill. Skill: skill-creator Source: https://github.com/I-Synergy/AI/tree/main/.github/skills/skill-creator Command: npx skills add https://github.com/I-Synergy/AI --skill skill-creator-i-synergy
This guide helps teams create new Claude Code skills, refine existing ones, and establish reliable evaluation loops to improve triggering accuracy and quality.
Draft a new skill by outlining its intent and creating a SKILL.md with frontmatter and a concise instruction body that can be loaded into Claude Code.
High-intent search queries and answers about installing and using this skill.
To create Claude skills, you capture intent, draft a SKILL.md with frontmatter, outline the instruction body, and establish evaluation workflows to measure triggering accuracy and quality.
Setting up evaluation workflows involves preparing test prompts to measure triggering accuracy and quality, enabling structured testing and feedback loops to refine instructions.
Writing frontmatter defines the skill metadata, which Claude Code uses to match user intent accurately. Proper frontmatter ensures the skill triggers correctly during testing.
Yes, you can establish qualitative and automated evaluation workflows to measure Claude skill performance and safety, provided you have access to evaluation guidelines and optional testing scripts.
Structured testing for Claude skills requires access to evaluation guidelines and optional scripts or references to enable reliable feedback loops and measure triggering accuracy.
You should iterate on an existing Claude skill instruction body when evaluation feedback indicates poor triggering accuracy or low quality, editing the SKILL.md and adding tests to refine performance.
berlinguyincaDetect divergence between SKILL.md and codex/prompt.md instruction sources.
lucasfthDesign, validate, and iteratively improve Claude Skills with SKILL.md and eval loops.
chentao326Convert documents into structured lessons with phase-based instruction and adaptive feedback.
l395624064Create, modify, and evaluate Claude skills from draft to deployment.
