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Contributing

FrontierTrials welcomes focused changes that make manual model evaluation more transparent.

Suitable contributions

  • Minimal import, allocation, integrity, or report bugs.
  • Statistical corrections with references and tests.
  • Accessibility and offline-packet improvements.
  • Better leakage diagnostics that do not rewrite responses.
  • Schema proposals grounded in a real evaluation workflow.

Do not submit private prompts, subscription exports, personal data, provider credentials, or copyrighted material you cannot redistribute.

Development

git clone https://github.com/CAOShurong/frontiertrials.git
cd frontiertrials
python -m pip install -e .
python -m unittest discover -s tests -v
python -m pip install ruff build
ruff check src tests
ruff format --check src tests
python -m build

Pull requests

  1. Keep one behavioral purpose per pull request.
  2. Add tests for every changed outcome.
  3. Update schemas and methodology docs for durable-format changes.
  4. Describe any effect on blinding, order balance, privacy, or interpretation.
  5. Preserve deterministic output and Windows/Linux portability.

By participating, you agree to the Code of Conduct.