skill-creator

Create, refine, and evaluate AI skills with SKILL.md metadata and test cases.

1|Updated Mar 6, 2026
One-click install
npx skills add https://github.com/eglenn-dev/dt-skills --skill skill-creator-eglenn-dev
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/eglenn-dev/dt-skills/tree/main/skills/skill-creator
Command: npx skills add https://github.com/eglenn-dev/dt-skills --skill skill-creator-eglenn-dev

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill streamlines the entire process of creating, improving, and evaluating AI skills, making it easier for users to develop custom AI functionalities.

Core Features & Use Cases

  • Skill Creation: Guides users through defining intent, interviewing, and writing SKILL.md files.
  • Iterative Improvement: Facilitates testing, evaluation, and refinement of skills based on user feedback and performance metrics.
  • Description Optimization: Enhances skill triggering accuracy through automated prompt generation and evaluation.
  • Use Case: A user wants to create a new skill to summarize meeting transcripts. This Skill will help them define the skill's purpose, write the initial SKILL.md, generate test cases, run evaluations, and refine the skill based on the results, including optimizing its description for better invocation.

Quick Start

Use the skill-creator to help me build a new skill for summarizing meeting notes.

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 refine custom AI skills from scratch?

To create AI skills, define the skill intent, write the SKILL.md metadata and instructions, generate test cases with baseline comparisons, and evaluate performance to iteratively optimize the skill description for accurate triggering.

How do I write SKILL.md files for custom AI tooling?

Writing SKILL.md files involves defining the skill intent, detailing core features, and structuring instructions. The skill-creator guides you through an interview process to capture the purpose and generate the initial metadata for your AI automation.

Can I automate test case generation for AI skill development?

You can automate AI skill development by generating test cases, running baseline comparisons, and analyzing results. This iterative refinement process evaluates performance metrics to optimize skill descriptions and improve triggering accuracy.

How do I improve AI skill triggering accuracy through iteration?

Improve AI skill triggering accuracy through iterative refinement by running test cases, analyzing baseline comparisons, and optimizing the skill description. Automated prompt generation and evaluation help enhance invocation reliability.

What are the limitations of using automated prompt generation for skill evaluation?

Automated prompt generation for skill evaluation relies on baseline comparisons and performance metrics. Limitations include the need for continuous iterative refinement based on user feedback to maintain accurate triggering and optimal AI skill behavior.