Documentation Review

SkillDocs & knowledge

Lets your agent check documentation for factual accuracy and flag errors.

Available today. Use it from your connected AI after setup.

No other account needed.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Documentation Review skill

About this capability

Reviews documentation for factual accuracy

What this skill tells your AI

The instructions your AI receives, as published by stacklok/toolhive in .claude/skills/doc-review/SKILL.md and read by ahel’s review.

Read the documentation you are instructed to review
Make sure that all claims about how toolhive works are accurate
Make sure that all examples are based in how toolhive really works, check for formatting, typos and overall accuracy
Make sure that all links point to existing files and the content of the links matches what it should

See CHECKING.md on instructions on how to check claims in the docs.

You have some examples on how to fact-check in EXAMPLES.md

Do not suggest inline changes
Present findings and put each into a todo list. The user will then go through them and review manually

Advanced