Skip to content
1 change: 1 addition & 0 deletions .cspell.yml
Original file line number Diff line number Diff line change
Expand Up @@ -45,3 +45,4 @@ words:
- Uchechukwu
- webdev
- Welsch
- llms
19 changes: 19 additions & 0 deletions docs/analysis/criteria.md
Original file line number Diff line number Diff line change
Expand Up @@ -126,6 +126,25 @@ We evaluate on the following:
[Inclusive Naming Initiative](https://inclusivenaming.org) website?
- Does the project use language like "simple", "easy", etc.?

### AI Optimization and Discoverability

@iRaindrop iRaindrop Jun 11, 2026

Copy link
Copy Markdown
Collaborator Author

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

New section. Please opine.

UPDATE: Nate and I discussed this and agreed it would be better in a separate topic. @nate-double-u - how about naming it ai-guidance.md?

Copy link
Copy Markdown
Collaborator

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

The currently popular description seems to be "AI friendly." I like "optimization and discovery" better -- it's more precise -- but I'd put "AI friendly" in the description somewhere for searchability.

What's the rationale for having a separate document?


Configurations for AI agents to optimize the understanding of content are
emerging and should be utilized.
Comment on lines +131 to +132

Copy link
Copy Markdown
Collaborator

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Suggested change
Configurations for AI agents to optimize the understanding of content are
emerging and should be utilized.
Tools and techniques are emerging that enable AI agents to use documentation as input. For example, many repositories now include "AI-friendly" Markdown files that enable LLMs to ingest content. We encourage projects to optimize for AI-based documentation use.

I strongly object to language that anthropomorphizes AI, for example the idea that it "understands" documentation. I'll die on this hill.


We evaluate on the following:

- Is there an llms.txt file in the root of the website or documentation
repository?

The llms.txt file is a proposed open standard for a Markdown file that
websites can host at the root. It helps large language models (LLMs) and AI
agents quickly understand a site's purpose, key content, and where to find
reliable information.
Comment on lines +139 to +142

Copy link
Copy Markdown
Collaborator

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Suggested change
The llms.txt file is a proposed open standard for a Markdown file that
websites can host at the root. It helps large language models (LLMs) and AI
agents quickly understand a site's purpose, key content, and where to find
reliable information.
The leading proposal for an AI-enabling file for websites is at [llms-txt](https://llmstxt.org/ llms.txt).


For more information, see https://llmstxt.org/

Copy link
Copy Markdown
Collaborator

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Suggested change
For more information, see https://llmstxt.org/


Task can be accomplished manually or by tools.

Copy link
Copy Markdown
Collaborator

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

What task? What tools? Is this a continuation of the AI tools criteria? If so, it should be a bullet item and explain why it's a criterion.


## Contributor documentation

### Communication methods documented
Expand Down
3 changes: 3 additions & 0 deletions docs/analysis/templates/analysis.md
Original file line number Diff line number Diff line change
Expand Up @@ -23,6 +23,9 @@ TO USE THIS TEMPLATE, search and replace the named IDs:
- `_PROJECT-DOC-REPO_`: repository where the project technical documentation is
stored; this might be its own repo or a directory in the project main repo

Replace link placeholders in brackets, such as [_PROJECT_][project-website],
with the actual link surrounded by parenthesis.

Copy link
Copy Markdown
Collaborator

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Suggested change
with the actual link surrounded by parenthesis.
with a Markdown-style link.


Copy link
Copy Markdown
Collaborator Author

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

I added this. Remove if you think its not needed.

For the analysis procedure, see [Analysis how-to](../howto.md).

> Note: delete this "About this template" section after you have customized this
Expand Down