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stardata (core)

Deterministic prosody / Oulipo verifiers and a Prime Intellect verifiers environment for constrained creative text. Pure-CPU, exact, reproducible scoring (meter, rhyme, syllable, poetic form; plus character-level Oulipo constraints such as lipograms) — identical text scores identically, and anyone can re-run the grader.

  • stardata.verifiers — the scoring functions (verify_text, per-dimension scorers).
  • stardata.envs.constraint_gymload_environment() / load_lipogram_env() for RL & eval.
  • stardata.scorer_bundle — a portable, version-stamped grader.

Apache-2.0. Scoring is pinned to pronouncing==0.3.0 / cmudict==1.1.3 for cross-machine reproducibility.

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