skill-creator

Create and optimize AI skills with SKILL.md files and YAML frontmatter.

Updated Sep 8, 2025
One-click install
npx skills add https://github.com/FernaandoJr/oikwee --skill skill-creator-fernaandojr
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/FernaandoJr/oikwee/tree/main/.agents/skills/skill-creator
Command: npx skills add https://github.com/FernaandoJr/oikwee --skill skill-creator-fernaandojr

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires anthropic, pypdf, pdfplumber, pdf2image, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill streamlines the entire lifecycle of creating and improving AI-powered skills, from initial concept to performance optimization.

Core Features & Use Cases

  • Skill Creation: Guides users through defining intent, interviewing for edge cases, and writing SKILL.md files.
  • Iterative Improvement: Facilitates testing, evaluation, and refinement of skills based on performance metrics and user feedback.
  • Description Optimization: Enhances skill discoverability and triggering accuracy through targeted prompt engineering and evaluation.
  • 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 reliably uses it.

Quick Start

Use the skill creator to help me draft a new skill for generating commit messages.

Frequently Asked Questions about skill-creator

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

FAQPage Schema
How do I write a SKILL.md file for automated agents?

To write a SKILL.md file for automated agents, define the skill intent, add YAML frontmatter, and write markdown instructions. You can use a skill creation workflow to guide edge-case identification and bundle scripts and references.

What is the process for AI skill optimization and evaluation?

AI skill optimization involves iteratively testing and evaluating skills based on performance metrics and feedback. This process refines prompt engineering, improves triggering accuracy, and benchmarks performance to ensure reliable execution.

How can I improve AI skill triggering accuracy through description optimization?

Improve AI skill triggering accuracy by applying targeted prompt engineering to refine the skill description. Test the updated description against evaluation cases to ensure the agent reliably triggers the correct skill.

Do I need Python dependencies like pypdf and pdfplumber for skill creation?

Python dependencies like pypdf, pdfplumber, and pdf2image are required if your skill creation workflow involves processing PDF references or assets. They enable automated agents to extract text and images from bundled documents.

What is the best way to structure AI skills with bundled scripts and assets?

The best way to structure AI skills is to create a SKILL.md file with YAML frontmatter and markdown instructions, then bundle supporting scripts, assets, and references together. This ensures automated agents can access execution resources.