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skill-creator-v4

Automate creation, evaluation, and optimization of Claude Code skills.

Updated Aug 27, 2026
Search Tags:#automation#skill development#testing#prompt engineering#code generation#evaluation
One-click install
npx skills add https://github.com/pragmatechesinc/int_ai_lib_cc-training --skill skill-creator-v4
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-creator-v4
Source: https://github.com/pragmatechesinc/int_ai_lib_cc-training/tree/main/plugins/skill-creator-v4/skills/skill-creator-v4
Command: npx skills add https://github.com/pragmatechesinc/int_ai_lib_cc-training --skill skill-creator-v4

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 improving Claude Code skills, from initial concept to polished, production-ready tools. It empowers users to build new skills, enhance existing ones, and ensure they perform optimally.

Core Features & Use Cases

  • Skill Creation: Guides users through defining intent, researching requirements, and initializing new skill structures.
  • Automated Evaluation: Runs rigorous tests to measure skill performance and identify weaknesses.
  • Iterative Improvement: Refines skills based on evaluation feedback and user input.
  • Description Optimization: Tunes skill descriptions for accurate triggering and discovery.
  • Use Case: A user wants to create a new skill to manage their project timelines. This Skill will help them define the skill's purpose, write the initial code and documentation, test it against various scenarios, and optimize its description so Claude can find and use it effectively.

Quick Start

Use the skill creator to build a new skill for managing user feedback.

Frequently Asked Questions about skill-creator-v4

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

FAQPage Schema
How do I automate Claude skill development and testing?▼

To automate Claude skill development and testing, define the skill intent, initialize the structure, generate scripts and references, then run automated evaluations to measure performance and identify weaknesses for iterative refinement.

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

Optimizing skill descriptions for accurate triggering involves tuning the metadata so Claude can discover and invoke the skill effectively, ensuring the skill matches user intents during automated evaluation and description tuning phases.

Can I use this to modify and enhance existing Claude skills?▼

Yes, you can modify and enhance existing Claude skills. The lifecycle process supports evaluating current performance, refining logic based on feedback, and packaging the updated skill for better production readiness.

How does automated evaluation work for prompt engineering and code generation?▼

Automated evaluation for prompt engineering and code generation works by running rigorous tests against various scenarios to measure skill performance, identify weaknesses, and validate the generated scripts before packaging.

Do I need manual testing if I use automated skill evaluation?▼

While automated skill evaluation runs rigorous tests to identify weaknesses and validate logic, iterative refinement through user input still plays a role in polishing the skill to ensure optimal performance and discoverability.

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