skills.rest
serotoninboi
serotoninboiCOMMUNITY
Explore all skills by this author →
GitHub

skill-creator

Create, modify, test, and optimize AI skills with SKILL.md metadata.

Updated Aug 27, 2026
Search Tags:#prompt engineering#optimization#ai development#skill creation#evaluation#llm skills
One-click install
npx skills add https://github.com/serotoninboi/claudine-ai-v3.1 --skill skill-creator-serotoninboi
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/serotoninboi/claudine-ai-v3.1/tree/main/.kilocode/skills/skill-creator
Command: npx skills add https://github.com/serotoninboi/claudine-ai-v3.1 --skill skill-creator-serotoninboi

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 lifecycle of creating and refining AI skills, from initial concept to performance optimization.

Core Features & Use Cases

  • Skill Creation: Guides users through defining intent, writing SKILL.md, and structuring skill resources.
  • Iterative Improvement: Facilitates testing, evaluation, and refinement of skills based on user feedback and performance metrics.
  • Description Optimization: Enhances skill triggering accuracy by systematically testing and improving the description field.
  • Use Case: You have an idea for a new AI assistant skill, like one that helps manage code documentation. Use this Skill to draft the SKILL.md, create test cases, run evaluations, and optimize the description so Claude Code uses it effectively.

Quick Start

Use the skill-creator to help me draft 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 structure a new AI skill?▼

To create an AI skill, you define the skill intent, write the `SKILL.md` metadata file, and bundle resources like scripts and references. This structures the skill for effective use and evaluation.

What is the best way to optimize AI skill descriptions for better triggering?▼

Optimizing AI skill descriptions involves systematically testing and improving the `description` field in your metadata. This enhances triggering accuracy so the AI invokes it effectively.

How do I test and evaluate LLM skills during development?▼

You evaluate LLM skills by running benchmarks and processing test cases. This facilitates iterative improvement by refining performance based on user feedback and evaluation metrics.

Can I bundle scripts and references into my AI skill?▼

Yes, you can bundle scripts and references into your AI skill. The creation process supports structuring these resources alongside the `SKILL.md` file to provide context and automate actions.

Do I need prior prompt engineering experience to modify AI skills?▼

Prior prompt engineering experience is not required to modify AI skills. The process facilitates modification and iterative improvement through automated description optimization and testing.

Related Skills

Explore More Software Engineering Skills→
e2662020e2662020
1

skill-creator

Create, evaluate, and optimize AI skills with SKILL.md authoring and benchmarking.

Community
Advanced
coreyjacoreyja
12

skill-writer

Draft SKILL.md frontmatter and structure guidance for Claude Code skills.

Community
Basic
mcauduro0mcauduro0
1

senior-prompt-engineer

Analyze and optimize LLM prompts with Python scripts.

Community
Advanced
legoutlegout
3

skill-creator

Develop, test, and benchmark custom AI skills with iterative refinement.

Community
Advanced