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Run the smallest correct verification lane and report it precisely.
Instalar com Codex ou Claude Copie este prompt, cole no Codex, Claude ou outro assistente e deixe que ele revise a página da skill e instale para você.
Baseado na classificação ocupacional SOC
Use a deterministic browser workflow only when direct fetch or extraction is insufficient for a public-web task.
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.
Benchmark converted code against the frozen upstream implementation before making performance claims.
Port one upstream ome-zarr-py surface to standalone native C++ without touching the frozen snapshot.
Legacy reference only. Current main does not use pybind11 ports; use this only to understand old debt before removing it.
| name | verification-loop |
| description | Run the smallest correct verification lane and report it precisely. |
| origin | adapted from ZMB-UZH/omero-docker-extended |
Use this skill after any non-trivial change.
tests/scripts/frozen_source_manifest.py --verify when the claim depends on the
frozen snapshot remaining exactscripts/check_native_cpp.py --all when cpp/ changed or a native-C++
claim is being maderuff check .ruff format --check .workflow-supply-chain-maintenance and verify the exact scanner config or
version source that justified the editState exactly which suites ran. Do not imply whole-repo parity when only one ported surface was checked. After an automation-assisted push, state whether the remote workflow set is green for that exact commit. If remote CI fails, inspect the exact failing run logs for that repo before changing code.