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coredipper/operon-epistemic

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App README

Epistemic Topology Explorer

Analyze wiring diagram topology to predict error amplification, coordination overhead, and parallelism bounds using Kripke-style observation profiles.

If you want the shortest path to something practical, start with the Pattern Advisor tab. It translates task constraints into a recommendation like single_worker_with_reviewer or specialist_swarm before you ever need to look at partitions or theorem cards.

What to Try

  1. 1.Open the Pattern Advisor tab, describe your task shape and constraints, and get a recommended coordination pattern with rationale.
  2. 2.Switch to the Topology Explorer tab, pick a preset diagram, and click Analyze to see observation profiles, epistemic partitions, and topology classification.
  3. 3.Open the Theorem Dashboard tab, adjust detection rate and communication cost sliders, then click Compute Bounds to see all four theorem predictions side by side.

How It Works

Each module in a wiring diagram has an observation profile — the set of other modules it can directly or transitively observe. Modules with identical profiles form equivalence classes (epistemic partition). The topology class (independent, sequential, centralized, hybrid) determines bounds on error propagation, sequential overhead, parallel speedup, and tool coordination cost. The Pattern Advisor turns that same analysis into a more direct recommendation for engineers who care about what to try next, not just why the result holds.

Learn More

GitHub | PyPI | Paper