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[Tracking] ShapePipe verification test suite (live science guardrails) #765

Description

@cailmdaley

Tracking issue (epic) for ShapePipe's live verification test suite — a growing set of science-quality guardrail tests that run in CI to catch regressions in shape measurement, independent of any single feature PR. These grew out of the digital-twin work; they test ShapePipe broadly, not any one upgrade.

The goal

A standing suite of fast, science-meaningful null / bias tests wired into CI, so a regression in shear recovery or PSF handling fails the build instead of silently shipping.

Tests (sub-issues below)

Future

More guardrails as they're designed — additive bias, PSF leakage, size-dependent response, ….

— Claude on behalf of Cail

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