mastering-python-skill
Modern Python coaching covering language foundations through advanced production patterns. Use when asked to "write Python code", "explain Python concepts", "set up a Python project", "configure Poetry or PDM", "write pytest tests", "create a FastAPI endpoint", "process data with pandas", or "debug Python errors". Triggers on "Python best practices", "type hints", "async Python", "packaging", "virtual environments", "Pydantic validation".
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Installation for Agentic Skill
View all platforms →skilz install SpillwaveSolutions/mastering-python-skill-plugin/mastering-python-skillskilz install SpillwaveSolutions/mastering-python-skill-plugin/mastering-python-skill --agent opencodeskilz install SpillwaveSolutions/mastering-python-skill-plugin/mastering-python-skill --agent codexskilz install SpillwaveSolutions/mastering-python-skill-plugin/mastering-python-skill --agent geminiFirst time? Install Skilz: pip install skilz
Works with 14 AI coding assistants
Cursor, Aider, Copilot, Windsurf, Qwen, Kimi, and more...
Extract and copy to ~/.claude/skills/ then restart Claude Desktop
git clone https://github.com/SpillwaveSolutions/mastering-python-skill-plugincp -r mastering-python-skill-plugin/skills/mastering-python-skill ~/.claude/skills/Need detailed installation help? Check our platform-specific guides:
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Agentic Skill Details
- Owner
- SpillwaveSolutions (GitHub)
- Repository
- mastering-python-skill-plugin
- Type
- Other
- Meta-Domain
- Primary Domain
- Market Score
- 96
Agent Skill Grade
A Score: 96/100 Click to see breakdown
Score Breakdown
Areas to Improve
- Reference files missing TOCs
- Missing workflow examples
- Corpus path references external
Recommendations
- Add trigger phrases to description for discoverability
- Add table of contents for files over 100 lines
Graded: 2026-01-19
Developer Feedback
I took a look at your mastering-python-skill and wanted to share some thoughts.
Links:
The TL;DR
You're at 96/100 — that's solid A-grade territory. This is graded against Anthropic's skill best practices, and your strongest area is Spec Compliance (15/15 — literally perfect there). The PDA architecture is really clean too at 27/30. The gaps are small: missing TOCs in reference files and a couple of workflow examples that would push this even higher.
What's Working Really Well
Spec Compliance is locked in — Your YAML is valid, naming conventions are correct (hyphen-case), and your description nails the trigger coverage with phrases like 'write Python', 'pytest', 'FastAPI', 'async', 'Pydantic'. That's exactly what discoverability looks like.
Token economy is tight — SKILL.md stays lean at 117 lines while your 4 reference files pack 45 chapters of Python depth. You're not making people load everything; they get the nav first, then drill into what they need. That's Progressive Disclosure done right.
Triggers are really solid — You've got 6+ trigger phrases covering the real work developers do. That means Claude agents will actually find this when they need it.
Quality validation checklist — The Quickstart Checklist with smoke tests and the validation patterns table give people a way to verify their work. That's practical.
The Main Issue
Your reference files need Tables of Contents. Right now, files like part1-chapters.md and advanced-python.md run 150-236 lines with no TOC, so someone reading a reference file has to scroll through to find what they're looking for.
The fix: Add a simple ## Contents section at the top of e...
AI-Detected Topics
Extracted using NLP analysis
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mastering-python-skill
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