skill-master

Automate discovery, creation, execution, and refinement of Claude Code skills.

4|Updated Jan 7, 2026
One-click install
npx skills add https://github.com/zysilm/skill-master --skill skill-master-zysilm
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-master
Source: https://github.com/zysilm/skill-master/tree/main
Command: npx skills add https://github.com/zysilm/skill-master --skill skill-master-zysilm

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates the end-to-end lifecycle of discovering, creating, executing, and refining other skills. It reduces manual effort by autonomously locating suitable skills, generating new ones when needed, executing tasks, and using empirical feedback to improve performance. It also handles feedback on skill-generated outputs by linking outputs to the responsible skill for future iterations.

Core Features & Use Cases

  • Skill discovery and reuse: searches internal, GitHub-based, and web-sourced skills to handle tasks.
  • Automated skill creation and execution: creates new skills if none exist, then executes them to complete user tasks.
  • Empirical review and improvement: compares execution results to instructions, and improves skills based on real usage.
  • Feedback handling: fixes outputs and routes improvements back to the originating skill.

Quick Start

Ask Skill Master to discover an existing skill, create one if needed, execute it, and review the results.

Frequently Asked Questions about skill-master

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

FAQPage Schema
How do I automate skill orchestration for Claude Code end-to-end?

Skill orchestration for Claude Code is automated by discovering existing skills across internal, GitHub, and web sources, then executing and refining them based on empirical feedback loops.

Can I automatically create a new Claude Code skill if none exists for my task?

Yes, automated skill creation generates a new skill when no suitable match is found, executes it to complete the user task, and then reviews the results for future improvement.

What is the best way to improve Claude Code skills using empirical review?

Empirical review improves skills by comparing actual execution results against the original instructions, routing feedback into the skill for iterative enhancements.

Does Skill Master support local and global skill storage via the tooling suite?

Yes, the tooling suite supports optional local or global skill storage, allowing you to manage execution memory tracking and organize skills based on your environment.

How do I handle feedback on outputs generated by an automated skill?

Feedback handling fixes generated outputs by linking them back to the responsible skill, ensuring corrections are routed directly for future iterations and improvements.