skill-creator

Create, improve, and evaluate AI skills with Python scripts.

82|10|Updated Feb 27, 2026
One-click install
npx skills add https://github.com/zby/commonplace --skill skill-creator-zby
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/zby/commonplace/tree/main/kb/work/skill-creator-distillation/sources/claude-code-skill-creator
Command: npx skills add https://github.com/zby/commonplace --skill skill-creator-zby

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill enables the creation, modification, and evaluation of AI skills, streamlining the process of developing and optimizing AI-powered applications.

Core Features & Use Cases

  • Skill Creation: Design and build new AI skills from scratch.
  • Skill Improvement: Refine and enhance existing skills based on user feedback and performance metrics.
  • Skill Evaluation: Test and benchmark skill performance for continuous improvement.
  • Use Case: Develop a skill that generates personalized financial advice for users. Use the Skill Creator to create the skill, iteratively improve it based on user feedback, and measure its performance over time.

Quick Start

Use the skill-creator to create a new skill for generating personalized financial advice based on user input.

Frequently Asked Questions about skill-creator

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

FAQPage Schema
How do I create and optimize AI skills from scratch?

To create and optimize AI skills, you design, build, and iteratively test them using Python scripts and knowledge of skill structures. This process streamlines developing AI-powered applications by supporting skill creation across design and iteration stages.

What is the best way to measure AI skill performance during development?

The best way to measure AI skill performance is through dedicated testing and benchmarking scripts. You evaluate skills based on user feedback and performance metrics to ensure continuous improvement and application optimization over time.

Do I need Python to improve and evaluate existing AI skills?

Yes, you need Python to improve and evaluate existing AI skills. The development process requires Python scripts and knowledge of skill structures to refine capabilities based on user feedback and performance metrics.

How does skill development work for optimizing AI-powered applications?

Skill development for optimizing AI-powered applications works by facilitating creation, modification, and evaluation. It leverages Claude's AI capabilities to design, iterate, and test skills, streamlining the entire application development workflow.

Can I use this approach to build a skill that generates personalized financial advice?

Yes, you can build a skill that generates personalized financial advice. You create the skill from scratch, iteratively improve it based on user input and feedback, and measure its performance over time for continuous refinement.

What are the limitations of using Python scripts for AI skill development?

Using Python scripts for AI skill development requires prerequisite knowledge of skill structures and environments. It is primarily suited for developing and optimizing AI-powered applications, meaning it may be constrained by the underlying script performance and design complexity.