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Recursim Documentation

Recursim is Recurgent's simulation framework for measuring and shaping agent behavior with repeatable evidence.

Use this folder when you need to answer:

  • what a simulation pack means,
  • why deterministic fixture/replay runs exist,
  • what live-shadow actually does,
  • how to evolve an agent (for example calculator) in disciplined loops.

Reading Order

  1. docs/recursim/glossary.md
  2. docs/recursim/deterministic-replay-live-shadow.md
  3. docs/recursim/agent-shaping-mechanisms.md
  4. docs/recursim/tutorial-evolving-scientific-calculator.md
  5. docs/simulation-readiness.md for full operator command reference and gate diagnostics.

Scope

This documentation is about simulation mechanics and learning loops. It complements but does not replace: