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coredipper/operon-compliance-review

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๐Ÿ“œ Operon Compliance Review Pipeline

Multi-stage document review where morphogen gradients guide pipeline behavior and low confidence triggers quorum voting -- like an immune system escalating its response based on threat signals.

What to Try

  1. 1.Select a preset from the Preset dropdown (e.g. "High-risk document" or "Ambiguous clauses") and click Run Review to see how the pipeline classifies and routes the document.
  2. 2.Adjust the Complexity and Risk sliders to push the morphogen gradient into different regimes, then re-run to see how the review stages change their behavior.
  3. 3.Lower the Confidence slider to trigger quorum voting, where multiple agents vote on ambiguous clauses using the selected voting strategy.

How It Works

A cascade of review stages reads morphogen gradient signals (complexity, risk, confidence) to decide how thoroughly to analyze each clause. When confidence drops below a threshold, QuorumSensing activates multi-agent voting, and a NegativeFeedbackLoop adjusts confidence based on outcomes.

Learn More

GitHub | PyPI | Paper