Contributions should begin with a falsifiable claim, fixture, baseline, and correctness gate. Preserve negative results and distinguish observations from hypotheses. Avoid application-specific dependencies in the core protocol.
Use issues for proposed experiments and pull requests for reviewed artifacts. Never submit credentials, private logs, chain-of-thought, or data without publication rights.