README.md

metadata

title: Operon Convergence Compiler
emoji: ⚙️
colorFrom: indigo
colorTo: green
sdk: gradio
sdk_version: 6.5.1
app_file: app.py
pinned: false
license: mit
short_description: Compile organisms and verify certificates

Operon Convergence Compiler

Compile a multi-stage Operon organism into an external agent framework (Swarms, DeerFlow, Ralph, Scion) and verify that structural certificates survive the translation.

What to Try

1. Click Compile with the defaults to see a 3-stage pipeline compiled to Swarms with passing certificates.
2. Switch the Target Framework dropdown to DeerFlow, Ralph, or Scion to see how the same organism maps to different orchestration shapes.
3. Check Set budget to 0 and click Compile to see a failing certificate -- the priority gating guarantee cannot hold when there is no energy to gate.
4. Try the "Research pipeline" or "Code review" presets for different stage configurations.

How It Works

The convergence compiler translates Operon's SkillOrganism into framework-specific config dicts. Each compiled output includes certificates -- self-verifiable structural guarantees (e.g. priority gating) that the compiler preserves through compilation. The verifier re-derives each guarantee from its parameters to confirm it still holds.

Learn More

GitHub | PyPI | Paper