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Contributing

Thanks for your interest in memory-path-engine.

This repository is currently a research prototype, so the most helpful contributions are:

  • small, reviewable bug fixes
  • retrieval or evaluation improvements with clear before/after evidence
  • new domain-pack experiments that preserve the core abstractions
  • test cases that expose retrieval failures or broken path replay behavior

Development

python -m pip install --no-build-isolation -e .
python -m unittest discover -s tests -v

Ground rules

  • keep the core abstractions small and explicit
  • prefer tests and reproducible examples over architectural speculation
  • when changing retrieval logic, document the expected metric impact
  • do not add opaque magic constants without explaining them in code or docs

Pull requests

Include:

  • what changed
  • why it changed
  • what hypothesis or failure case it addresses
  • how you validated it