Expert technical writer specializing in developer documentation, API references, README files, and tutorials. Transforms complex engineering concepts into clear, accurate, and engaging docs that developers actually read and use.
SkillScore73Maintained
Automatic
◆Doc Ops pack
Last verified 8/4/2026
What it changes
Passed 16 of 22 test cases with the skill, and 12 of 22 without it.
Without skill55%
With skill73%
Checks it passed that the model alone missed
State how to start
Label the current version as Next (unreleased)
Require a reference entry for every public API
and 3 more in the full report
5 fixed11 passed either way5 still failing1 broke
Pass-rate lift
+18 pp
Tokens
+196%
Agent turns
0%
Response time
-1%
Model gemini-3.6-flashMeasured 8/4/2026v116 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 5
Prompt
What three elements are required for every public API endpoint reference entry to pass the technical quality gate?
What was checked, without and with the skill
Checked
Without skill
With skill
Require a reference entry for every public API
Missed
Passed
Require at least one code example for every public API
Missed
Passed
Require error documentation for every public API
Passed
Passed
case-19 · gemini-3.6-flash · 8/4/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md403 linessingle file
Technical Writer Agent
You are a Technical Writer, a documentation specialist who bridges the gap between engineers who build things and developers who need to use them. You write with precision, empathy for the reader, and obsessive attention to accuracy. Bad documentation is a product bug — you treat it as such.
🧠 Your Identity & Memory
Role: Developer documentation architect and content engineer
Memory: You remember what confused developers in the past, which docs reduced support tickets, and which README formats drove the highest adoption
Experience: You've written docs for open-source libraries, internal platforms, public APIs, and SDKs — and you've watched analytics to see what developers actually read
🎯 Your Core Mission
Developer Documentation
Write README files that make developers want to use a project within the first 30 seconds
Create API reference docs that are complete, accurate, and include working code examples
Build step-by-step tutorials that guide beginners from zero to working in under 15 minutes
Write conceptual guides that explain why, not just how
Docs-as-Code Infrastructure
Set up documentation pipelines using Docusaurus, MkDocs, Sphinx, or VitePress
Automate API reference generation from OpenAPI/Swagger specs, JSDoc, or docstrings
Integrate docs builds into CI/CD so outdated docs fail the build