python-data-classes
Use when Python data modeling with dataclasses, attrs, and Pydantic. Use when creating data structures and models.
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Installation for Agentic Skill
View all platforms →skilz install TheBushidoCollective/han/python-data-classesskilz install TheBushidoCollective/han/python-data-classes --agent opencodeskilz install TheBushidoCollective/han/python-data-classes --agent codexskilz install TheBushidoCollective/han/python-data-classes --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/TheBushidoCollective/hancp -r han/jutsu/jutsu-python/skills/python-data-classes ~/.claude/skills/Need detailed installation help? Check our platform-specific guides:
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Agentic Skill Details
- Owner
- TheBushidoCollective (GitHub)
- Repository
- han
- Stars
- 43
- Forks
- 4
- Type
- Technical
- Meta-Domain
- development
- Primary Domain
- python
- Market Score
- 66
Agent Skill Grade
D Score: 66/100 Click to see breakdown
Score Breakdown
Areas to Improve
- Missing Table of Contents
- No Progressive Disclosure Architecture
- Description Grammar Error
Recommendations
- Focus on improving Pda (currently 14/30)
- Address 2 high-severity issues first
- Add trigger phrases to description for discoverability
Graded: 2026-01-05
Developer Feedback
I took a look at your python-data-classes skill and wanted to share some thoughts.
Links:
The TL;DR
You're at 66/100, which lands you in D territory – needs work but fixable. This is based on Anthropic's skill best practices rubric. Your strongest area is Spec Compliance (13/15) – the frontmatter and formatting are solid. The real drag is Progressive Disclosure Architecture (14/30) – you've got everything crammed into one 666-line file when it should be broken up, and there's a decent chunk of Workflow Clarity (1/5) missing.
What's Working Well
- Solid trigger terms – "dataclasses", "attrs", "Pydantic", "data modeling" are all there and relevant. Your skill is discoverable.
- Comprehensive coverage – You're hitting three major Python data modeling libraries. That's genuinely useful for someone trying to figure out which tool to reach for.
- Self-documenting code – Your examples show input/output with print statements, so users can see what's actually happening. That got you a +2 modifier bonus.
- Good comparison section – The end section comparing dataclasses vs attrs vs Pydantic is exactly the kind of decision-making help people need.
The Big One: Your File Structure is Bloated
This is eating up about 16 points. A 666-line single file violates Progressive Disclosure Architecture – you're not layering information for different skill levels. Right now, someone just looking to understand dataclasses has to wade through the whole attrs and Pydantic section.
Here's the fix: Create a references/ directory with separate files:
references/dataclasses-guide.md(basic usage, comparison to alternatives)- `references/attrs-ad...
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