AF doca-gpunetio
Use this skill when the user is doing hands-on DOCA GPUNetIO programming — wiring a CUDA kernel on an NVIDIA GPU to a doca-eth queue via doca_gpu_eth_rxq / doca_gpu_eth_txq, standing up the per-CUDA-device doca_gpu context, designing the persistent CUDA kernel that drains the GPU-visible queue, running the dual capability check (DOCA cap-query plus cudaGetDeviceProperties), registering cudaMalloc pools via doca_buf_arr_create_*, or debugging DOCA_ERROR_* returns from the GPUNetIO API. Trigger even when the user does not explicitly mention "DOCA GPUNetIO" or "persistent kernel" — typical implicit phrasings include "CUDA kernel reading packets directly from the NIC", "GPU-initiated networking on BlueField", "DOCA_ERROR_DRIVER on doca_gpu_create", "nvidia_peermem not loaded", "kernel-per-packet is too slow", or "which GPU supports GPU-side packet I/O". Refuse and route elsewhere for general CUDA programming, DOCA Ethernet queue bring-up, DOCA DPA, or DOCA install — those belong to other skills.
Use this skill when the user is doing hands-on DOCA GPUNetIO programming — wiring a CUDA kernel on an NVIDIA GPU to a doca-eth queue via docagpuethrxq /…
As a process F 49/100 · Will not run — References files that are not bundled: TASKS.md, CAPABILITIES.md, ../../doca-setup/SKILL.md
How to improve
- The text references files that are not there: add them or drop the references.
- Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
- A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.
Guard findings · 0
✓ No critical or high findings
Files scanned: 1. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
missing-refreference to a missing file: TASKS.md - warning
missing-refreference to a missing file: CAPABILITIES.md - warning
missing-refreference to a missing file: ../../doca-setup/SKILL.md - warning
missing-refreference to a missing file: ../doca-eth/SKILL.md - warning
missing-refreference to a missing file: CAPABILITIES.md - warning
missing-refreference to a missing file: TASKS.md - warning
missing-refreference to a missing file: CAPABILITIES.md - warning
missing-refreference to a missing file: CAPABILITIES.md - warning
missing-refreference to a missing file: ../../doca-version/SKILL.md - warning
missing-refreference to a missing file: CAPABILITIES.md - warning
missing-refreference to a missing file: TASKS.md - warning
missing-refreference to a missing file: ../../doca-debug/SKILL.md - warning
missing-refreference to a missing file: ../../doca-public-knowledge-map/SKILL.md - warning
missing-refreference to a missing file: ../../doca-programming-guide/SKILL.md - warning
missing-refreference to a missing file: TASKS.md - warning
missing-refreference to a missing file: ../../doca-structured-tools-contract/SKILL.md
Process rating: all ten parameters 49/100
- 0Tools and files. 16 referenced file(s) missing: TASKS.md, CAPABILITIES.md, ../../doca-setup/SKILL.md
- 0Result and completion. Does not say what the result is
- 0Inputs and preconditions. Does not say what the process needs to start
- 0Progress reporting. Says nothing while it works
- 30Running it twice. 2 mutating operations with no state check
- 70When it triggers. States when to use, but not when not to
- 100Steps. 34 steps
- 100Failures and branches. 3 branches, has a failure section
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 3351 tokens
Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.
Quality signals
- +4Description does not say when NOT to use the skill (false activations)
- +3Description length 1006: 120–800 characters recommended
- +3Output format is not stated: the model decides each time
- +2Single-language instructions
- +5Description quotes 8 example trigger phrases
- +4Structure: 8 headings
- +3Step-by-step instructions: 34 items
- +4Has examples (0 code blocks)
- +1License stated
Quality base 70; lint remarks subtract, signals add up to 100. Result: 75.