Implement TorchJD methods from research into repository artifacts.
npx skills add https://github.com/SimplexLab/TorchJD --skill implement-method
Please help me install this Agent Skill. Skill: implement-method Source: https://github.com/SimplexLab/TorchJD/tree/main/skills/implement-method Command: npx skills add https://github.com/SimplexLab/TorchJD --skill implement-method
This Skill turns a researched TorchJD method into a complete, review-ready implementation, so contributors can move from paper analysis to working code without guessing the project’s conventions.
Provide the method name and paper title, and I will help implement the TorchJD method end to end following the repository’s conventions.
High-intent search queries and answers about installing and using this skill.
Implementing a TorchJD aggregator requires recovering the method's exact equations and interface from the tracking issue, then mapping the research onto the repository's architecture before writing source code, tests, and documentation.
Adding a scalarizer involves recovering method-specific conventions, state, and preconditions, then applying file-by-file delivery to generate source code, tests, documentation, and changelog updates in the expected repository format.
Before implementing multi-objective optimization methods, you need the method name, paper title, and tracking-issue details to recover exact equations, state requirements, and interface specifications for the scalarizer or aggregator.
Yes, implementing TorchJD methods requires updating tests, documentation, changelog, and notices to ensure the new aggregator or scalarizer meets the repository's review and verification standards.
To verify a TorchJD method implementation, define the required checks, edge cases, and self-review steps to ensure the source code, tests, and documentation pass the repository's verification standards before opening a draft pull request.
SimplexLabResearch scientific literature and map optimization methods to TorchJD integration requirements.
exelearningGenerate draft changelog entries from recent merged GitHub pull requests.
catlog22Convert a research repository into a formatted LaTeX academic manuscript.
SologaSolve single- and multi-objective optimization problems with evolutionary algorithms in Python.
