Contributing

Workflow

1. Add or extend a kernel with a focused API.

2. Add an example that writes an .npz artifact and prints diagnostics.

3. Add a regression test (fast) against synthetic data or a released wout fixture.

4. Keep JAX gotchas in mind:

   • jitted functions should only take arrays / PyTrees,

   • avoid duplicate PyTree registration (make registration idempotent),

   • keep static objects out of jitted call signatures unless they are PyTrees.

Development installs:

pip install -e .[dev]