vibe-pilot

The context optimizer for AI engineers. Stop paying the context tax. 183k → 21k tokens before your AI assistant ever reads your repo

A new way for AI to search for data
View on GitHub
13GitHub stars

Rust

What XERJ indexed

Snapshot

Whole repository

The whole repository at commit b7a9a596e7 (2026-11-02).

Selected work

Gatsuke
@Gatsuke

“Handlebars templates via --template”. 7 files, 947 lines in src, tests.

Licence

The repository

MIT

LICENSE file checked at the pinned commit; the author agreed to inclusion.

The XERJ corpus

MIT, with credit

The author agreed by email on 2026-11-02. Same terms as the repository. Answers name the repo, the commit and the file:line.

selected for the XERJ Corpus Hublicence clearedsuggested use: adapt with attribution

ai-codingai-toolsaiderclaudeclicontext-engineeringcontext-windowcursor

Example questions

The prompt

Paste it into your AI agent. It clones Gatsuke/vibe-pilot at the pinned commit and indexes it on your machine.

Search the GitHub repository Gatsuke/vibe-pilot with XERJ (https://hub.xerj.org/corpus/gatsuke--vibe-pilot).
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/Gatsuke/vibe-pilot vibe-pilot && git -C vibe-pilot checkout b7a9a596e7992a172ddc354cb3d6d524e5cb4d04
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./vibe-pilot --url http://127.0.0.1:9200 --prefix vibe-pilot --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.

Related

Selected work and consent: the XERJ registry.