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The 10-Point Python
Docs Audit Checklist

10 rules. Each with pass/fail criteria, why it matters for AI agents, and what "good" looks like. Based on the same framework GrounDocs uses to score documentation for its paid audits.

12 pages · PDF · Free forever

What's inside

1 Self-contained sections HIGH IMPACT
2 Clear headings & hierarchy HIGH IMPACT
3 Structured parameters HIGH IMPACT
4 Runnable examples HIGH IMPACT
5 Explicit prerequisites HIGH IMPACT
6 Error handling guidance HIGH IMPACT
7 Consistent terminology HIGH IMPACT
8 Versioning & freshness BONUS
9 Machine-readable assets BONUS
10 Semantic HTML structure BONUS

How scoring works

8–10
AI-Ready
Docs work well with AI agents. Publish as-is, minor polish only.
5–7.9
Needs Work
Multiple rules failing. Prioritize high-impact rules 1–7.
0–4.9
Not AI-Ready
Most rules failing. Consider the GrounDocs Rewritten Docs service.
10-Point Python Docs Audit Checklist.pdf
01
Self-contained sections
Each section explains its context so it can be understood independently...
02
Clear headings & hierarchy
Headings are descriptive, hierarchical, and use consistent formatting...
+ 8 more rules →

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