skill-creator

Create and optimize AI skills with structured workflows and evaluation.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/j19800824/miliguan --skill skill-creator-j19800824
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/j19800824/miliguan/tree/main/apps/admin/.agents/skills/skill-creator
Command: npx skills add https://github.com/j19800824/miliguan --skill skill-creator-j19800824

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill helps users design, improve, test, and optimize AI skills by providing a structured workflow for turning ideas into reliable reusable capabilities.

Core Features & Use Cases

  • Skill Creation Workflow: Guides the process of defining intent, writing SKILL.md files, designing instructions, and organizing bundled resources.
  • Evaluation and Optimization: Helps create test cases, compare skill performance, analyze results, and iteratively improve skill behavior.
  • Description Tuning: Supports improving skill discovery descriptions so the right workflows trigger in relevant user scenarios.

Quick Start

Use the skill creator skill to help me design a new AI skill for automatically reviewing pull requests and evaluate whether the instructions are effective.

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 for Claude?

To create and optimize AI skills, you define a structured workflow, write SKILL.md instructions, and iteratively refine trigger descriptions to improve activation behavior. This ensures reliable and reusable assistant capabilities.

What is the process for evaluating and benchmarking AI skills?

Evaluating and benchmarking AI skills involves creating test cases, comparing performance results, and analyzing outputs to iteratively improve behavior. This structured evaluation workflow ensures instructions remain effective across scenarios.

How do I improve trigger descriptions so the right AI workflow activates?

Improving trigger descriptions requires tuning discovery metadata so the correct workflow activates in relevant user scenarios. Description optimization matches user intent with the appropriate skill instructions.

Do I need supporting scripts to manage AI skill testing?

Managing AI skill testing requires supporting scripts and bundled resources to handle performance analysis and evaluation workflows. These components structure the testing environment to measure instruction effectiveness.

What's the best way to structure SKILL.md files for workflow design?

Structuring SKILL.md files requires defining intent, organizing bundled resources, and writing clear instructions for workflow design. This structured format turns ideas into reliable capabilities that trigger correctly.