feat: add Behavioral Compatibility Horizon metric (#110) - #151
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Step-complexity buckets (1/3/5/10/20) with 80%/50% horizon estimates, Wilson CIs when sample size permits, and documented project-specific methodology in docs/research.md. Co-authored-by: Abhinaysai Kamineni <askmy-stack@users.noreply.github.com>
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Summary
Implements #110 — Behavioral Compatibility Horizon: a project-specific, METR-inspired metric for at what workflow step-complexity compatibility begins to fail.
Changes
tool_semantics.horizonmodule:1 / 3 / 5 / 10 / 20docs/research.md(transparent methodology, not a universal claim)examples/horizon/sample_observations.jsonTest plan
pytest tests/test_horizon.pyruff check/mypyCloses #110