lookout

Lookout is a native GNOME mail client written in Rust on GTK 4: mail, calendar, contacts and tasks in one window, laid out the way you…

A new way for AI to search for data

View on GitHub

60GitHub stars

Rust

What XERJ indexed

Snapshot

Whole repository

The whole repository at commit 571b1c8291 (2026-10-08).

Selected work

Gavin Graham
@gavindi

“Fixed a Gmail "All Mail" folder (and any large folder) staying empty …”. 8 files, 918 lines in source.

Licence

The repository

GPL-3.0

Checked by a person at the pinned commit.

The XERJ corpus

Approach only

The author agreed by email on 2026-10-21. Agents read it for how it works, not to copy it. Answers name the repo, the commit and the file:line.

in licence reviewnot in the hub yetsuggested use: approach only

Example questions

What does source do in lookout?

The prompt

Paste it into your AI agent. It clones gavindi/lookout at the pinned commit and indexes it on your machine.

Search the GitHub repository gavindi/lookout with XERJ (https://hub.xerj.org/corpus/gavindi--lookout).
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/gavindi/lookout lookout && git -C lookout checkout 571b1c829122bf3072df64ac32352ada9fcd2b93
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./lookout --url http://127.0.0.1:9200 --prefix lookout --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: GPL-3.0. Read it for the approach only, do not copy code.

Gavin Graham API design and specification corpora

Selected work and consent: the XERJ registry.