How do I install the Optimize Op Verify skill?

Run npx skillmds@latest add cvcuda/optimize-op-verify in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Optimize Op Verify safe to use?

This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Optimize Op Verify?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Optimize Op Verify free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Optimize Op Verify?

cvcuda (@cvcuda) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Optimize Op Verify by cvcuda — Agent Skill

Name: Optimize Op Verify
Author: cvcuda

Optimize Op Verify

Verify a CV-CUDA optimization campaign's deterministic definition-of-done and concise versioned MR summary per .agents/guidance/OPTIMIZATION_GUIDELINES.md. Use to gate whether a perf campaign or performance MR is ready, including reference-SKU statistics, hard checklist evidence, baseline validation, lead exhaustion, memory checks, and API/ABI stability.

cvcuda 7a97d6a 1.7 KB Updated Sep 17, 2026

File contents

Optimize Op — verify

Read .agents/guidance/OPTIMIZATION_GUIDELINES.md, then refresh the v1 summary and run the done-gate:

python3 tools/optimize_op.py <Op> --phase summary \
  --results <description> --state final --out <description>
python3 tools/optimize_op.py <Op> --phase evidence \
  --base <ref> --results <description>

Report findings first. Require the exact full-union key set expanded from every declared basic and advanced entry, before/after C++ timing for every key on every configured reference SKU, exact optimized/full counts, verified min/median/max statistics, verified layout ratios or verified n/a rows, and all six checklist items checked with hard evidence. Require the canonical companion ## Memory footprint section outside the bounded v1 block, and treat ODO-9 as the memory-footprint authority; its MANUAL result requires explicit human review before submission. Declare the campaign done only after a rerun shows zero GAP and zero unresolved MANUAL. Never weaken tests, fabricate baselines, check unsupported evidence, weaken the ODO-9 memory policy, or change public API/ABI.

Frequently asked questions