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Commits on Apr 25, 2026

• Address PR #366 CI review round 17 (1 P1): split "no never-treated" vs "negative dose" branches; HAD only valid on the former

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• Address PR #366 CI review round 16 (1 P1): fix has_never_treated implementation to match documented contract on continuous panels with negative doses

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• Address PR #366 CI review round 15 (1 P1): drop "registry-documented fixes" overclaim for ContinuousDiD recoding

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• Address PR #366 CI review round 13 (1 P1 + 1 P2 + 1 P3): drop "derive first_treat from dose" framing; add PanelProfile backward-compat defaults; fix test_continuous_did docstring

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• Address PR #366 CI review round 12 (1 P1 + 1 P2): remove relabeling-as-fallback wording; correct duplicate-row "fit-time stop" claim

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• Address PR #366 CI review round 11 (1 P1): reframe ContinuousDiD preflight checks as standard-workflow predictions, not estimator gates

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• Address PR #366 CI review round 6 (1 P1 + 1 P2 + 1 P3): reframe ContinuousDiD prerequisite list as profile-side screening + add first_treat caveat

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• Address PR #366 CI review round 5 (1 P1 + 1 P2): add strictly-positive-dose gate to ContinuousDiD prerequisite summaries

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• Address PR #366 CI review round 4 (2 P1 + 1 P2): WooldridgeDiD Poisson estimand wording + is_count_like non-negativity guard

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• Address PR #366 CI review round 3 (1 P3): add duplicate-row gate to ContinuousDiD prerequisite summaries

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• Address PR #366 CI review round 1: scope TreatmentDoseShape as descriptive-only; fix WooldridgeDiD method kwarg

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• Address local AI review (Wave 2): exact dose-invariance, tolerance-aware integer detection

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• Add PanelProfile outcome_shape + treatment_dose extensions and autonomous-guide worked examples (Wave 2)

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Commits on Apr 24, 2026

• Address PR #356 CI review round 13 (1 P1 guide + code)

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• Address PR #356 CI review round 10 (1 P1 + 1 P2 + 1 P3)

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• Address PR #356 CI review round 9 (1 P1 + 1 P2 semantic)

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• Address PR #356 CI review round 8 (2 P1 methodology + 1 P2 tests)

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• Address PR #356 CI review round 5 (2 P2 docs)

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• Address PR #356 CI review round 4 (2 P1 guide + 2 P2 code/docs)

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• Address PR #356 CI review round 3 (2 P1 guide + 1 P1 + 1 P2 code)

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• Address PR #356 CI review round 2 (2 P1 guide + 1 P1 code)

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• Address PR #356 CI review (3 P1 code + 2 P1 guide)

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• Fix profile_panel() binary detection for degenerate panels

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• Add profile_panel() + llms-autonomous.txt agent-facing pair

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