ai-hats

Agent wrapper with reflection about the work

A new way for AI to search for data

View on GitHub

3GitHub stars

Python

What XERJ indexed

Snapshot

Whole repository

The whole repository at commit f1ade2f3c7 (2026-10-19).

Selected work

Fedor Muratov
@muratovv

“fix/grok: keep an always-allow grant in the session HATS-2085”. 6 files, 310 lines in src/ai_hats, tests.

Licence

The repository

MIT

Checked by a person at the pinned commit.

The XERJ corpus

MIT, with credit

The author agreed by email on 2026-10-20. Same terms as the repository. Answers name the repo, the commit and the file:line.

in licence reviewnot in the hub yetsuggested use: adapt with attribution

Example questions

Where does ai-hats handle “fix/grok: keep an always-allow grant in the session HATS-2085”?
What does src/ai_hats do in ai-hats?

The prompt

Paste it into your AI agent. It clones muratovv/ai-hats at the pinned commit and indexes it on your machine.

Search the GitHub repository muratovv/ai-hats with XERJ (https://hub.xerj.org/corpus/muratovv--ai-hats).
Run these in a shell, in order, and check each result before the next:
1. xerj --help  (success: it prints usage). If xerj is missing: curl -fsSL https://xerj.org/get | sh
2. git clone https://github.com/muratovv/ai-hats ai-hats && git -C ai-hats checkout f1ade2f3c73449589df53c640cc7635e7c8f9fd9
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./ai-hats --url http://127.0.0.1:9200 --prefix ai-hats --progress plain
5. xerj autoindex map --url http://127.0.0.1:9200
Then answer my question from the indexed files and cite the ax_path of every hit. Query syntax: https://xerj.org/llms.txt
Licence: MIT. Keep the copyright notice and credit the authors.

Fedor Muratov AI, prompts and agents corpora

Selected work and consent: the XERJ registry.