Coding

AGENTS.md for hep-data-llm package

This is a proof of principle package for LLM's that can code up particle physics plots and other tasks.

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Feb 7, 2026

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AGENTS.md for hep-data-llm package

This is a proof of principle package for LLM's that can code up particle physics plots and other tasks.

Dev environment tips

Run
```
pip install -e .[test]
```
to get everything properly installed for testing and development.
Package uses
```
hatch
```
to build the package.
Use
```
typer
```
for the CLI. Commands and sub commands are encouraged.
Use
```
pydantic
```
objects where it makes sense (reading config from files, etc.).
We are coding for python 3.13 and above. No need for things like
```
annotations
```
.

Testing instructions

Use
```
pytest
```
to test all tests, and
```
pytest --no-docker
```
if in an environment without docker.
Use
```
pytest
```
fixtures when needed, including ones like
```
tmp_path
```
to keep tests clean.
When adding new code make sure it is tested.
Tests are located under the
```
tests
```
directory, and each source file's test can be found in
```
test_<source-file>.py
```
. Always put new unit tests in the corresponding file of the code file you are testing.
Make sure
```
black .
```
runs on all new code without changing it (e.g.
```
black
```
formatting rules). You can ignore any errors in notebooks.
Make sure
```
flake8 src/
```
and
```
flake8 tests/
```
also run. Line length is 99.