skill-creator

Create, modify, and evaluate AI skills through interactive development.

Updated Mar 8, 2026
One-click install
npx skills add https://github.com/matthewcdaigle/Pattern-Planner --skill skill-creator-matthewcdaigle
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/matthewcdaigle/Pattern-Planner/tree/main/.agents/skills/skill-creator
Command: npx skills add https://github.com/matthewcdaigle/Pattern-Planner --skill skill-creator-matthewcdaigle

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill addresses the complexities of creating and iterating on new skills, streamlining the process for skill development and optimization.

Core Features & Use Cases

  • Skill Creation: Offers a guided process to create new skills from scratch.
  • Skill Improvement: Allows for editing and optimizing existing skills based on feedback and testing.
  • Performance Measurement: Provides tools to measure skill performance through evaluation and benchmarking.
  • Use Case: Ideal for users who want to develop a custom skill for a specific task, refine an existing skill, or analyze the performance of a skill in different scenarios.

Quick Start

Create a new skill for text summarization by using the skill-creator and following the interactive prompts.

Frequently Asked Questions about skill-creator

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

FAQPage Schema
How do I create a custom AI skill from scratch?

To create a custom AI skill, you need an interactive development process that guides you through defining skill requirements, execution logic, and evaluation criteria. This approach streamlines skill creation by using parallel processing subagents for analysis.

What is the best way to optimize and measure AI skill performance?

The best way to measure AI skill performance is through systematic evaluation and benchmarking. Skill optimization involves editing existing skills based on testing feedback to refine execution logic and improve overall performance results.

Can I use interactive development to modify an existing AI skill?

Yes, you can modify an existing AI skill through interactive development. The process allows you to edit and optimize skills by providing updated requirements and evaluation criteria, utilizing subagents for parallel analysis.

Do I need to define evaluation criteria for AI skill development?

Yes, defining evaluation criteria is required for AI skill development. You must provide input on skill requirements, execution parameters, and evaluation metrics so the system can accurately measure performance and guide optimization.

How does parallel processing work in AI skill creation?

Parallel processing in AI skill creation works by utilizing subagents to handle multiple analysis tasks simultaneously. This allows the system to efficiently process your skill requirements, execution logic, and evaluation feedback concurrently.

What are the limitations of automated skill generation?

Automated skill generation requires continuous user input for requirements, execution, and evaluation criteria. It cannot operate autonomously, as the optimization process depends heavily on your feedback and defined performance benchmarks.