Doc Structure Reviewer is a free, MIT-licensed agent skill that audits how your documentation is structured for AI retrieval — headings, chunk boundaries, page length, and titles — so an AIML.chat agent can find and cite clean answers. Well-structured docs make a far better agent.
What it does
Retrieval works best when content is organized into clear, self-contained sections with descriptive headings. The skill reviews your docs against those practices: pages that are too long or too thin to chunk well, sections without headings, vague titles that hurt matching, and content buried in navigation or boilerplate that should be stripped. It flags the structural problems that quietly degrade an agent's answers and recommends fixes — split this page, add headings here, rewrite these titles. The output is a structure report aimed at making your content retrievable and citable, not just readable.
The skill
name: doc-structure-reviewer
Use to check whether docs are structured well for AI retrieval.
Steps:
1. Take the docs URL or indexed content.
2. Review heading hierarchy, page length, chunk boundaries, and titles.
3. Flag long/thin pages, missing headings, and vague titles.
4. Output a structure report with concrete fixes.
How to use it
Copy the SKILL.md into your agent framework's skills folder and run it on your docs, or apply the fixes and re-index in AIML.chat. It pairs with the docs Q&A tester to measure the impact and the FAQ extractor to add structured Q&A. The documentation use case explains the agent it supports.
Ready to tune your docs? Start free, review the structure, and improve retrieval in minutes — see pricing for limits.
Why does structure matter for an agent?+
Retrieval works best on clear, self-contained sections with good headings — poor structure quietly degrades an agent's answers.
What does it flag?+
Long or thin pages, missing headings, vague titles, and boilerplate that should be stripped — with concrete fixes.
Is the skill free?+
Yes — it is MIT-licensed and free to copy. Using AIML.chat counts toward your plan's limits; see pricing.