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Contributing

Contributions are welcome.

Guidelines

  • Prefer benchmark quality over prompt complexity.
  • Keep examples public-safe and synthetic unless you have explicit permission to share real materials.
  • When proposing a mutation pattern, explain what failure mode it is meant to fix.
  • If you add a harness template, include at least one regression guard example.
  • If you add a worked example, include both a caveat section and a reason the measured improvement is believed to be real.

Pull request suggestions

Good additions:

  • new harness templates
  • eval pattern libraries
  • worked examples for different skill types
  • stronger docs on limitations and benchmark design

Avoid:

  • unverifiable claims of improvement
  • examples that expose private project data
  • prompt mass without benchmark justification