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skill-creator

Create, edit, and optimize AI skills with Python script execution.

Updated Sep 30, 2024
Search Tags:#skill development#AI#iteration#skill optimization#performance measurement
One-click install
npx skills add https://github.com/phillip-hirsch/dotfiles --skill skill-creator-phillip-hirsch
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/phillip-hirsch/dotfiles/tree/main/.claude/plugins/marketplaces/claude-plugins-official/plugins/skill-creator/skills/skill-creator
Command: npx skills add https://github.com/phillip-hirsch/dotfiles --skill skill-creator-phillip-hirsch

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires python, numpy, pandas, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill streamlines the process of creating, editing, and optimizing AI skills, providing users with a seamless experience from concept to implementation.

Core Features & Use Cases

  • Skill Creation: Facilitates the creation of new skills from scratch.
  • Skill Editing: Allows users to modify and refine existing skills.
  • Skill Benchmarking: Offers performance measurement and variance analysis to optimize skill effectiveness.
  • Skill Description Optimization: Provides tools to refine skill descriptions for improved triggering accuracy.
  • Use Case: A user seeking to build a skill for generating financial reports can use this Skill to draft the skill, create test prompts, run evaluations, and iterate on the skill based on feedback.

Quick Start

Create a new skill for generating financial reports by following the steps outlined in the SKILL.md file.

Frequently Asked Questions about skill-creator

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

FAQPage Schema
How do I automate AI skill creation and optimization?▼

Automating AI skill creation involves using a tool to draft skills, create test prompts, run evaluations, and iterate based on user feedback. This Skill streamlines that entire process from concept to implementation.

Do I need Python to run skill benchmarking and performance measurement?▼

Yes, Python is required for script execution and analysis, along with the numpy and pandas libraries, to handle skill metadata, execute scripts, and measure performance variance.

How do I improve skill triggering accuracy for my AI skills?▼

Improving skill triggering accuracy requires optimizing your skill descriptions. This Skill provides tools to refine descriptions and benchmark their effectiveness through iterative improvement and performance measurement.

What's the best way to iterate on an AI skill based on user feedback?▼

The best way to iterate on an AI skill is to use performance measurement and variance analysis to evaluate changes. This Skill supports editing existing skills and running evaluations to optimize effectiveness.

Can I use this skill development tool for generating financial report skills?▼

Yes, you can use this Skill to build domain-specific skills like financial report generation by drafting the skill, creating test prompts, running evaluations, and iterating based on the results.

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