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feat: description/catalog sensitivity research harness (#95) - #160

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Summary

Implements #95: opt-in research harness for tool-description rewrite ladders and catalog-size scaling of selection accuracy.

Changes

  • tool_semantics.sensitivity — rewrite levels 0–4, pad_catalog, description/catalog runners, CSV/JSON export, markdown render
  • DescriptionAwareFakeRunner for offline/CI (no network)
  • CLI: tool-semantics sensitivity --mode description|catalog
  • Docs: docs/research.md methodology (not a default CI gate)
  • ROADMAP: mark Tool-description sensitivity and catalog-scaling research harness #95 complete

Test plan

  • pytest tests/test_sensitivity.py
  • Full pytest + ruff + mypy on touched modules
  • CI green on this PR
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Opt-in stepwise description rewrites and catalog-size scaling with
CSV/JSON export, CLI, FakeModelRunner path, and docs/research.md.

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

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