kung-fu

Discovers and installs AI skills from local repositories or the global registry.

2|Updated Jan 24, 2026

Search Tags:#ai #skills #agents #repositories #install #discover #remote-search

Ready to run

npx skills add https://github.com/johnhenry/kung-fu --skill kung-fu

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: kung-fu
Source: https://github.com/johnhenry/kung-fu/tree/main
Command: npx skills add https://github.com/johnhenry/kung-fu --skill kung-fu

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

A meta-skill that enables AI agents to automatically discover and install relevant skills on-demand by searching curated local repositories or the global skills.sh registry.

Core Features & Use Cases

Local discovery across validated repositories for rapid capability expansion.
Remote search via skills.sh to broaden capabilities when needed.
Deterministic installation workflow using add-skill to equip agents with new knowledge.

Quick Start

Invoke the add-skill workflow to discover and install a needed skill on demand.

Frequently Asked Questions about kung-fu

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

FAQPage Schema

How do AI agents install new skills on demand for unfamiliar frameworks?▼

AI agents install new skills on demand by invoking the add-skill workflow to search curated local repositories or the global skills.sh registry, automatically equipping themselves with the necessary domain knowledge.

What is the skills.sh registry used for in AI agent skill discovery?▼

The skills.sh registry is a remote source used for AI agent skill discovery. It broadens an agent's capabilities by allowing it to search and install relevant skills when local repositories lack the required domain knowledge.

How to discover relevant AI skills from local repositories?▼

Discover relevant AI skills from local repositories using a two-tier discovery process that checks validated local sources first for rapid capability expansion before falling back to remote search.

Can my agent automatically find and install tools for unknown programming languages?▼

Yes, agents can automatically find and install tools for unknown programming languages. When encountering unfamiliar domains, the agent triggers on-demand skill discovery and uses deterministic installation workflows to add the needed capabilities.

Does on-demand skill discovery include validation and fallbacks for missing capabilities?▼

Yes, on-demand skill discovery includes validation and fallbacks. If a local repository search fails, the system falls back to the remote skills.sh registry to ensure the agent successfully finds and installs the required skills.

When should I use local repository discovery versus remote search for AI skills?▼

Use local repository discovery for rapid capability expansion from validated sources, and switch to remote search via skills.sh when local repositories do not contain the specific unfamiliar frameworks or tools your agent requires.