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.

Ir a la instalación Revisar archivos

Repositorio: CVCUDA/CV-CUDA
Última actividad en el origen: 11 de agosto de 2026 a las 21:59
Idioma detectado de SKILL.md: inglés
Estrellas: 2727
Forks: 264

Opciones de instalación

De forma predeterminada está seleccionado el prompt que primero revisa el origen. Puedes cambiar a un comando directo o descargar una copia local.

Instalar con un asistente de IA

Copia este prompt en el asistente de IA que estés usando.

Follow https://skillsmp.com/skill-install/prompt.md to install only the Agent Skill at https://github.com/CVCUDA/CV-CUDA/tree/main/.agents/skills/optimize-op-verify.

Un comando directo omite el prompt de revisión. Revisa el origen antes de ejecutarlo.

npx skills add https://github.com/CVCUDA/CV-CUDA --skill optimize-op-verify

El comando permanece en una sola línea. Desplázate horizontalmente para revisarlo antes de copiarlo.

¿Prefieres una copia local? Descarga los archivos que SkillsMP tiene disponibles ahora.

Revisa los archivos de origen

Lee SKILL.md y los archivos complementarios que muestra SkillsMP antes de decidir si quieres instalarlo.

SKILL.md

Instrucciones de origen · Vista previa de solo lectura

name: optimize-op-verify
description: 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.

[//]: # "SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved." [//]: # "SPDX-License-Identifier: Apache-2.0" # Optimize Op — verify Read `.agents/guidance/OPTIMIZATION_GUIDELINES.md`, then refresh the v1 summary and run the done-gate: ```bash 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.

Ver en GitHub

Volver a la búsqueda Volver a la instalación

make-op

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 scaffold, bit-exact regression tests across the declared support matrix, required layout parity, complement negatives, docs + relnote, benched dtypes, tests that run and pass, optimization-ready).

2026-09-16

refactor-op

Find and safely apply per-operator refactoring / redundancy-reduction opportunities in a CV-CUDA operator (near-duplicate Tensor/VarShape kernels, reinvented shared utilities, dead code). Use when asked to reduce code duplication, de-duplicate or unify an operator's kernels/bindings, remove dead code, or verify a refactor changed nothing observable. Produces a deterministic findings-first report; the apply path is gated by a strict bit-exact / feature-set / test-coverage parity check.

2026-09-16

make-op-scaffold

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. Supports --bare (skip the spec when the definition itself is delegated).

2026-08-11

Ver todos los de este repositorio

optimize-op-verify

Datos de origen

Opciones de instalación

Instalar con un asistente de IA

Revisa los archivos de origen

Más de este repositorio

Instalar con un asistente de IA

Más de este repositorio