> For the complete documentation index, see [llms.txt](https://www.isaacbowen.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://www.isaacbowen.com/2024/11/11/deepcat.md).

# deepcat

Made with ChatGPT o1-preview.

Am registering that I've learned what I needed to learn from this level of language, and it feels like it's suitable to transition. [AI-first coding is very different than AI-assisted coding.](/2024/11/12/a-future-of-ai-code.md) :) I have an [opportunity to change](/2024/11/08.md#theres-an-opportunity-here-for-me-to-change-and-im-feeling-it-out).

Anyway, this script is good for starting with a single markdown file from a GitBook-backed repository, and printing out that file *and all of its references, recursively* so that you can hand a piece of content to an AI model with all its relevant context.

<https://gist.github.com/isaacbowen/f7ab521fd5679f0dbd8cb1525bffcb1b>

{% embed url="<https://gist.github.com/isaacbowen/f7ab521fd5679f0dbd8cb1525bffcb1b>" %}


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter, and the optional `goal` query parameter:

```
GET https://www.isaacbowen.com/2024/11/11/deepcat.md?ask=<question>&goal=<endgoal>
```

`ask` is the immediate question: it should be specific, self-contained, and written in natural language.
`goal` is optional and describes the broader end goal you are ultimately trying to accomplish on behalf of the user. GitBook uses it to tailor the answer towards what is most useful for that goal.

The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.