Hub of the CV-CUDA op-tools bundle — the operator-lifecycle command families (make-op, review-op, optimize-op, refactor-op, device-code-proof) and their shared operating contract. Use when asked which op command applies to a task or how the op tooling fits…
Prove an operator refactor changed nothing in the device code, without a build tree and without a GPU, by compiling the changed translation unit before and after and classifying the SASS/PTX difference. Use when asked to show a refactor is bit-exact, to…
Scaffold a new CV-CUDA operator — a complete, wired, building skeleton — and delegate the implementation to a human or another AI. Use when asked to set up / stub out a new operator without implementing it, or to bootstrap one for someone else to finish.…
Add a new CV-CUDA operator end-to-end per .agents/guidance/MAKE_OP_GUIDELINES.md, with a deterministically-enforced definition-of-done. Use when asked to create/add a new operator, scaffold one, or verify that a new operator is complete (approved spec, wired…
Verify a new CV-CUDA operator against the deterministic final regression checklist (the /make-op done-gate). Use when asked whether a new operator is complete/done, or to gate it before merge - gold reference, bit-exact coverage across the declared support…
Check whether a CV-CUDA operator is READY to optimize (correctness + bench coverage + committed baselines + profiling) per .agents/guidance/OPTIMIZATION_GUIDELINES.md. Use before starting an optimization campaign to confirm the readiness gate is clean.
Drive a single-operator optimization campaign per .agents/guidance/OPTIMIZATION_GUIDELINES.md. Use when asked to optimize an operator, run or finish a campaign, update its MR summary, or verify correctness, benchmarks, generalization review, lead disposition,…
Verify a CV-CUDA optimization campaign and MR summary per .agents/guidance/OPTIMIZATION_GUIDELINES.md. Check reference-SKU statistics, checklist evidence, baseline validation, generalization review, lead disposition, memory, and API/ABI stability before…