TorchJD

Implements a new method (scalarizer or aggregator) in TorchJD, starting from the research produced by the research-method skill and following the established file-by-file conventions. Use when a contributor wants to add the actual implementation of a scalarizer or aggregator that has already been investigated and listed in the tracking issues.

Researches about a new method (scalarizer or aggregator) from the scientific literature and how to integrate it to TorchJD. Use when a contributor is interested into adding a new aggregator, scalarizer, or a new method that could be either, that is not already listed in the tracking issues.

Verifies that a TorchJD release was published correctly by checking the docs site, installing from PyPI, and smoke-testing newly added classes. Use after a release has been merged and published.

Prepares a torchjd package release by verifying the changelog, README, bumping the version in pyproject.toml, and opening a release PR. Use when a maintainer asks to prepare a release or to release.