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Add narrow regression and differential tests that catch incomplete or overconfident code changes.
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Based on SOC occupation classification
| name | ai-regression-testing |
| description | Add narrow regression and differential tests that catch incomplete or overconfident code changes. |
| origin | adapted from ZMB-UZH/omero-docker-extended |
Use this skill when a port or workflow change could pass the happy path but still diverge from upstream behavior.
Use a deterministic browser workflow only when direct fetch or extraction is insufficient for a public-web task.
Run the smallest correct verification lane and report it precisely.
Keep public-web research compliant, bounded, and efficient through rule checks, caching, and backoff instead of evasive scraping.
Optimize a parity-proven ome-zarr native C++ surface for measurable speedups by improving data layout, copies, cache behavior, and boundary design without changing behavior.
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Port one upstream ome-zarr-py surface to standalone native C++ without touching the frozen snapshot.
