skill-creator

Automate Claude Skill creation, evaluation, and iterative improvement workflows.

4|Updated Feb 18, 2026
One-click install
npx skills add https://github.com/apocohq/skills --skill skill-creator-apocohq
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/apocohq/skills/tree/main/.agents/skills/skill-creator
Command: npx skills add https://github.com/apocohq/skills --skill skill-creator-apocohq

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pyyaml, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

Create, refine, and validate Claude Skills efficiently by guiding users through drafting SKILL.md, running evals, benchmarking, and iterating based on results to achieve reliable triggering and performance.

Core Features & Use Cases

  • Structured SKILL.md authoring: guides exact frontmatter fields, description formatting, and body organization to ensure discoverability and consistency.
  • End-to-end eval loop: orchestrates trigger evaluations, collects results, and produces benchmark data for progress tracking.
  • Iterative improvement workflow: proposes changes to descriptions and tests based on results and maintains a history for reproducibility and audits.
  • Governance and replication: keeps a transparent record of iterations so teams can reproduce improvements across projects.

Quick Start

Create SKILL.md for a new skill, add optional scripts/references/assets, and run the loop to start evaluations.

Frequently Asked Questions about skill-creator

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate Claude skill creation and evaluation?

Automate Claude skill creation by drafting SKILL.md files, running trigger evaluations, and benchmarking results to achieve reliable performance and accurate triggering.

What is the best way to iterate on SKILL.md descriptions for better triggering?

Iterate on SKILL.md descriptions by running an end-to-end eval loop that analyzes benchmark data, proposes targeted changes, and maintains history for reproducible upgrades.

Do I need pyyaml to run skill benchmarking and validation?

Yes, pyyaml is required to parse YAML frontmatter during skill creation, ensuring structured authoring and accurate validation of SKILL.md files.

How does a structured eval loop improve AI development workflows?

A structured eval loop orchestrates trigger evaluations, collects results, and produces benchmark data so AI development teams achieve repeatable skill iteration with measurable outcomes.

Can I track reproducible upgrades when refining Claude skills?

Track reproducible upgrades by keeping a transparent record of iterations, allowing teams to reproduce improvements and audit changes across multiple projects.