skill-from-github
Create skills by learning from high-quality GitHub projects
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Откъс от SKILL.md
Началото на файла на автора, без превод.
Skill from GitHub
When users want to accomplish something, search GitHub for quality projects that solve the problem, understand them deeply, then create a skill based on that knowledge.
When to Use
When users describe a task and you want to find existing tools/projects to learn from:
- "I want to be able to convert markdown to PDF"
- "Help me analyze sentiment in customer reviews"
- "I need to generate API documentation from code"
Workflow
Step 1: Understand User Intent
Clarify what the user wants to achieve:
- What is the input?
- What is the expected output?
- Any constraints (language, framework, etc.)?
Step 2: Search GitHub
Search for projects that solve this problem:
{task keywords} language:{preferred} stars:>100 sort:stars
Search tips:
- Start broad, then narrow down
- Try different keyword combinations
- Include "cli", "tool", "library" if relevant
Quality filters (must meet ALL):
- Stars > 100 (community validated)
- Updated within last 12 months (actively maintained)
- Has README with clear documentation
- Has actual code (not just awesome-list)
Step 3: Present Options to User
Show top 3-5 candidates:
## Found X projects that can help
### Option 1: [project-name](github-url)
- Stars: xxx | Last updated: xxx
- What it does: one-line description
- Why it's good: specific strength
### Option 2: ...
Which one should I dive into? Or should I search differently?
Wait for user confirmation before proceeding.
Step 4: Deep Dive into Selected Project
Once user selects a project, thoroughly understand it:
- Read README - Understand purpose, features, usage
- Read core source files - Understand how it works
- Check examples - See real usage patterns
- Note dependencies - What it relies on
- Identify key concepts - The mental model behind it
Extract:
- Core algorithm/approach
- Input/output formats
- Error handling patterns
- Best practices encoded in the code
Step 5: Summarize Understanding
Present what you learned to user:
## Understanding [project-name]
### Core Approach
How it solves the problem...
### Key Techniques
1. ...
2. ...
### Limitations
- ...
### What I'll encode in the skill
- ...
Does this look right? Should I proceed to create the skill?
Wait for user confirmation.
Step 6: Create Skill via skill-creator
Hand off to skill-creator with: