ruanwen-agent

NightfirePlus/ruanwen-agent (Python)

A new way for AI to search for data
View on GitHub
1GitHub stars

Python

What XERJ indexed

Snapshot

Whole repository

The whole repository at commit 8c71da3fe3.

Selected work

陈睿洋
@NightfirePlus

“implement chunked multi-model content pipeline”. 24 files, 1,578 lines in agent, tests, tools.

Licence

The repository

Apache-2.0

Checked by a person at the pinned commit.

The XERJ corpus

Apache-2.0, with credit

The author agreed by email on 2026-10-24. 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

The prompt

Paste it into your AI agent. It clones NightfirePlus/ruanwen-agent at the pinned commit and indexes it on your machine.

Search the GitHub repository NightfirePlus/ruanwen-agent with XERJ (https://hub.xerj.org/corpus/nightfireplus--ruanwen-agent).
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/NightfirePlus/ruanwen-agent ruanwen-agent && git -C ruanwen-agent checkout 8c71da3fe3f9242fc996792c364aa64fc3079822
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./ruanwen-agent --url http://127.0.0.1:9200 --prefix ruanwen-agent --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: Apache-2.0. Keep the copyright notice and credit the authors.

Related

Selected work and consent: the XERJ registry.