optimize-op-preflight

name	optimize-op-preflight
description	Check whether a CV-CUDA operator is READY to optimize (correctness + bench coverage + captured baseline + profiling) per .agents/guidance/OPTIMIZATION_GUIDELINES.md. Use before starting an optimization campaign to confirm the readiness gate is clean.

Optimize Op — preflight

Thin entry point. Run python3 tools/optimize_op.py <Op> --phase preflight and interpret per the tool's readiness (PRE-*) findings against .agents/guidance/OPTIMIZATION_GUIDELINES.md: correctness/regression coverage and benchmark coverage (reused from review_op.py test+bench), a captured baseline, and profiling tools. Any GAP means the operator is not ready — add the missing coverage first, in a separate non-perf: commit, before starting the optimization. Resolve MANUAL items at the cited locations. Findings-first.