add-gpu-op

name	add-gpu-op
description	Add a new operation to the OpenVINO GPU plugin — OpenCL kernel design, oneDNN-backed paths, sub-group/LWS tuning, and functional tests.

Skill: Add GPU Op

When to use

When the Core OpSpec agent has produced a new op spec and you need to implement GPU plugin support: kernel implementation, registration, and testing.

Steps

Execute in order — each step produces artifacts consumed by the next.

Step	File	Purpose
0a	step0-plan.md	Read op spec, build implementation plan, decide kernel vs oneDNN path
0b	step0-parse-spec.md	Parse op spec JSON/MD into GPU-readable format
1	step1-hardware-analysis.md	Identify hardware constraints, sub-group size, memory layout requirements
2	step2-file-structure.md	Create kernel and primitive files, register in factory
3a	step3-kernel-development.md	Write OpenCL kernel (blocked reads, sub-groups, LWS tuning)
3b	step3-write-tests.md	Write layer tests
3c	step3-run-tests.md	Run and verify tests
3d	step3-profiling.md	Profile and tune kernel
4	step4-onednn-integration.md	Add oneDNN-backed primitive path where applicable
5	step5-optimize.md	Final performance optimizations

Entry point for orchestrated use

When invoked by the GPU Agent or Enable Operator Agent, start from orchestrator.md — it selects the relevant subset of steps based on the op type and available hardware.