skill-creator

Create and refine Claude skills through iterative drafting, testing, and evaluation.

1|Updated Apr 2, 2026
One-click install
npx skills add https://github.com/775266553/aispeak --skill skill-creator-775266553
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/775266553/aispeak/tree/main/skills/skill-creator
Command: npx skills add https://github.com/775266553/aispeak --skill skill-creator-775266553

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pyyaml.

What problem does it solve?

Automates the end-to-end workflow for designing, testing, and refining Claude skills through iterative evaluation, saving time and improving triggering accuracy.

Core Features & Use Cases

  • Create new skills, modify existing ones, run evals, benchmark performance, and iterate based on results.
  • Provides a library-style workflow to handle prompts, test prompts, and manage iterations.
  • Supports description optimization and evidence-based improvements.

Quick Start

Draft your skill, run an initial eval loop, review results, and iterate until performance stabilizes.

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 and evaluation by drafting a skill, running an initial eval loop, reviewing benchmarking results, and iterating until triggering performance stabilizes.

What is the best way to optimize Claude skills for accurate triggering?▼

The best way to optimize Claude skills for accurate triggering is through an iterative workflow of testing, benchmarking performance, and refining descriptions based on evaluation evidence.

Can I benchmark existing Claude skills to improve their performance?▼

Yes, you can benchmark existing Claude skills by running evaluation loops, analyzing test prompt results, and applying evidence-based modifications to improve overall performance.

Do I need pyyaml to run iterative skill evaluations?▼

Yes, pyyaml is required as a dependency to support the evaluation workflow and manage the YAML-based configuration files used during skill iteration and testing.

How does the skill iteration workflow handle documentation?▼

The skill iteration workflow handles documentation by generating vector-friendly SKILL.md files and optional bundled resources to streamline skill usage and retrieval.

Why should I use an iterative evaluation loop for Claude skills instead of manual testing?▼

An iterative evaluation loop replaces manual testing by automating test prompt execution, benchmarking results, and providing evidence-based improvements to refine skill accuracy systematically.