Documentation generation patterns for technical specs, API docs, user guides, and knowledge bases using real tools like Sphinx, MkDocs, TypeDoc, and Nextra.
SkillScore77Maintained
Automatic
◆Doc Ops pack
Last verified 8/15/2026
What it changes
Passed 17 of 22 test cases with the skill, and 12 of 22 without it.
Without skill55%
With skill77%
Checks it passed that the model alone missed
Uses npx create-nextra-app to create project
Verifies documentation build produces zero warnings or errors
Recommends linkchecker for offline or compiled HTML output link testing
and 4 more in the full report
6 fixed11 passed either way4 still failing1 broke
Pass-rate lift
+23 pp
Tokens
+87%
Agent turns
0%
Response time
-17%
Model gemini-3.6-flashMeasured 8/15/2026v117 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 6
Prompt
We want to quickly bootstrap a Next.js documentation site using Nextra MDX setup. What command should we run and where are theme settings configured?
What was checked, without and with the skill
Checked
Without skill
With skill
Uses npx create-nextra-app to create project
Missed
Passed
Configures site options inside theme.config.tsx
Passed
Passed
case-17 · gemini-3.6-flash · 8/15/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md315 lines3 files
Documentation Generation Patterns
Quick Reference (30 seconds)
Purpose: Generate professional documentation using established tools and frameworks.
Core Documentation Tools:
Python: Sphinx with autodoc, MkDocs with Material theme, pydoc
TypeScript/JavaScript: TypeDoc, JSDoc, TSDoc
API Documentation: OpenAPI/Swagger from FastAPI/Express, Redoc, Stoplight