Contributing

Stewardship · 2026-09-19

Contributions are welcome through Issues and Pull Requests.

Good contributions include: clearer definitions, reproducible measurement methods, documented research, new discovery-surface considerations, integrity/defense improvements, case-study templates and corrections.

Please avoid promotional submissions, unverifiable claims, fabricated evidence, instructions for manipulating third-party systems, competitor attacks or mass-generated content without substantive contribution.

Proposal format

  1. Problem / ambiguity
  2. Proposed change
  3. Evidence or rationale
  4. Expected impact
  5. Risks / counterarguments
  6. Suggested wording or metric

Maintainers retain final merge/release authority. Submission does not guarantee inclusion.

Read GOVERNANCE.md before proposing framework-level changes.