AI Skill Generator

Generate comprehensive SKILL.md files from multiple web sources

Transform any topic into a comprehensive learning guide by automatically discovering, scraping, and synthesizing content from documentation, GitHub, StackOverflow, and blogs.

Quick Start

praisonai recipe run ai-skill-generator \
  --var topic="react hooks"

from praisonai import recipe

result = recipe.run(
    "ai-skill-generator",
    input={"topic": "kubernetes pods"}
)
print(result.output)

How It Works

1. Source Discovery

   AI-powered search finds 8 relevant URLs: – 2 documentation sources – 2 GitHub repositories – 2 StackOverflow Q&As – 2 blog tutorials

2. Parallel Scraping

   All 8 sources scraped simultaneously with type-specific extraction: – Docs → API references, examples – GitHub → Code patterns, implementations – StackOverflow → Problems, solutions – Blogs → Tutorials, explanations

3. AI Synthesis

   Content combined into SKILL.md format: – Quick Start – Core Concepts – Essential Patterns – Common Pitfalls

Source Types

Agents

Output Format

The generated SKILL-{topic}.md follows Anthropic’s format:

Configuration

Requirements

export OPENAI_API_KEY="sk-..."

Example Output

Running with topic="react hooks" produces:

# React Hooks

> A comprehensive skill guide for React Hooks

---

## Quick Start

```bash
npm install react

import { useState, useEffect } from 'react';

function Counter() {
  const [count, setCount] = useState(0);
  return <button onClick={() => setCount(count + 1)}>{count}</button>;
}

Core Concepts

Hooks let you use state and other React features without writing a class…

Essential Patterns

useState Pattern

const [state, setState] = useState(initialValue);

useEffect Pattern

useEffect(() => {
  // Side effect
  return () => { /* cleanup */ };
}, [dependencies]);

Common Pitfalls

❌ Don’t call hooks conditionally

// Wrong
if (condition) {
  const [state, setState] = useState();
}

✅ Always call at top level

// Correct
const [state, setState] = useState();
if (condition) {
  // use state here
}

Pipeline Details

Custom Tools

The recipe includes these custom tools in tools.py:

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