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man-navlakha
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skill-creator

Create and refine AI skills with SKILL.md files and automated testing.

Updated Mar 12, 2026
Search Tags:#skill development#workflow automation#prompt engineering#optimization#AI agent#evaluation
One-click install
npx skills add https://github.com/man-navlakha/everride --skill skill-creator-man-navlakha
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/man-navlakha/everride/tree/main/.continue/skills/skill-creator
Command: npx skills add https://github.com/man-navlakha/everride --skill skill-creator-man-navlakha

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pypdf, pdfplumber, pdf2image, and 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 custom AI capabilities, making advanced AI development accessible to everyone.

Core Features & Use Cases

  • Skill Creation: Guides users through defining intent, writing SKILL.md, and bundling resources.
  • Iterative Improvement: Facilitates testing, evaluation, and refinement based on user feedback and performance metrics.
  • Description Optimization: Automatically tunes skill descriptions for optimal triggering accuracy.
  • Use Case: You have an idea for a new AI skill to summarize meeting notes. Use this Skill to draft the SKILL.md, create test cases, run evaluations, and optimize the description so Claude Code reliably uses it when needed.

Quick Start

Use the skill-creator to help me build a new skill that can generate commit messages from git diffs.

Frequently Asked Questions about skill-creator

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

FAQPage Schema
How do I build and test an AI agent workflow from scratch?▼

Skill development involves defining intent, writing the SKILL.md file, and bundling resources. This Skill streamlines the entire lifecycle from initial concept to production-ready deployment, supporting skill creation, iterative refinement, and performance optimization.

What is description tuning for AI skills and how does it work?▼

Description tuning automatically optimizes skill descriptions for optimal triggering accuracy. This ensures AI systems reliably invoke your custom skill when needed by refining the description text that determines skill activation.

How do I evaluate and benchmark custom AI skills quantitatively?▼

You evaluate custom AI skills by integrating with evaluation frameworks that provide quantitative benchmarking and qualitative analysis. This enables you to measure performance metrics and run test cases to validate skill behavior during iterative refinement.

Can I use prompt engineering to optimize an existing AI workflow?▼

Yes, you can use prompt engineering to optimize existing AI workflows through iterative refinement. The Skill supports performance optimization via description tuning and automated testing, allowing you to improve workflow automation based on user feedback and performance metrics.

Do I need to write a SKILL.md file manually to create a new AI capability?▼

No, you do not need to write the SKILL.md file manually. The Skill guides you through the creation process by helping define intent and automatically generating the necessary documentation and resource bundles for deployment-ready AI capabilities.

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