ml-paper-writing

Customized and extended from Orchestra Research open-source ml-paper-writing skill. Two entry modes (targeted edits by default, full polish

A new way for AI to search for data
View on GitHub
3GitHub stars

Python, shell

What XERJ indexed

Snapshot

Whole repository

The whole repository at commit 6b1b27ef0c (2026-10-22).

Selected work

WeiChenGo
@WeiChenGo

“Expand ML writing guidance and bundle method figure workflow”. 7 files, 1,139 lines in scripts, references.

Licence

The repository

MIT

Checked by a person at the pinned commit.

The XERJ corpus

MIT, with credit

The author agreed by email on 2026-10-22. 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

academic-writingcodex-skilllatexmachine-learning

Example questions

The prompt

Paste it into your AI agent. It clones Hoemr/ml-paper-writing at the pinned commit and indexes it on your machine.

Search the GitHub repository Hoemr/ml-paper-writing with XERJ (https://hub.xerj.org/corpus/hoemr--ml-paper-writing).
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/Hoemr/ml-paper-writing ml-paper-writing && git -C ml-paper-writing checkout 6b1b27ef0cb6e0698ede553d5b8bd06b01a5d193
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./ml-paper-writing --url http://127.0.0.1:9200 --prefix ml-paper-writing --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.