Create and refine Claude skills by drafting SKILL.md and running iterative evals.
npx skills add https://github.com/mahou-labs/shiru --skill skill-creator-mahou-labs
Please help me install this Agent Skill. Skill: skill-creator Source: https://github.com/mahou-labs/shiru/tree/main/.agents/skills/skill-creator Command: npx skills add https://github.com/mahou-labs/shiru --skill skill-creator-mahou-labs
This Skill unit provides a structured framework for designing, testing, and iterating Claude skills end-to-end, including drafting SKILL.md, running evals, benchmarking, and describing improvements.
Use this workflow to create or improve a skill: draft the SKILL.md, run the evaluation loop on a sample eval set, review results, and iterate until you reach a stable, high-quality skill description.
High-intent search queries and answers about installing and using this skill.
To create Claude skills, you draft a SKILL.md file, run evaluation loops on sample sets, review benchmark results, and iterate until reaching a stable, production-ready skill description.
Benchmarking skill triggering accuracy involves running prompts through an evaluation loop, collecting JSON benchmark data, and reviewing human-readable reports to compare iterations and propose improvements.
Yes, skills can be packaged and published by bundling optional scripts, references, and assets for on-demand execution and verification to ensure reproducible outputs.
The skill creation workflow collects user interviews, drafts the initial SKILL.md file, and orchestrates iterative evaluations to produce a polished, production-ready skill description.
No prior benchmark data is required; the workflow generates JSON benchmark data and human-readable reports by running evaluation loops on a sample eval set to measure and compare iterations.
krzemienskiOrchestrate Claude Code skill development from SKILL.md drafting to trigger evaluation.
fratilanicoGenerate SKILL.md scaffolds with standard frontmatter and directory layouts.
outfitter-devAggregate scaffold test reports into unified summaries with score analysis.
cogni-daoDraft and refine Claude skill descriptions with evaluation loops and benchmarking.
