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feat: add multi-model matrix, temperature sweeps, and repro metadata (#94) - #159

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Summary

Implements #94 — multi-model matrix, temperature sweeps, and reproducibility metadata for model-backed runs.

Changes

  • tool_semantics.matrix:
    • ReproRunConfig (provider/model/version/temperature/seed/trials/snapshot hash/probe hash/tool-semantics version; optional cost/tokens)
    • run_model_matrix / run_temperature_sweep (default 0 / 0.2 / 0.5)
    • export_matrix_dataset JSON export
  • Docs: docs/multi-model-matrix.md
  • Unit tests with FakeModelRunner only

Test plan

  • pytest tests/test_matrix.py
  • ruff / mypy
  • CI green

Closes #94

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…94)

Config-driven model×temperature evaluation with snapshot/probe hashes,
tool-semantics version, optional cost fields, and JSON dataset export.

Co-authored-by: Abhinaysai Kamineni  <askmy-stack@users.noreply.github.com>

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Multi-model matrix, temperature sweeps, and reproducibility metadata

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