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AF doca-gpi

Use this skill for hands-on DOCA GPI programming — wiring a GPU-Packet-Initiator context so a CUDA kernel drives RDMA queues directly from GPU memory without host CPU mediation. Covers picking GPI vs doca-gpunetio, the doca_gpi / domain / channel object model, the GPU-side handle handoff (doca_gpu_gpi_channel*), attaching GPU memory to a GPI domain, the domain and channel attribute objects, and debugging DOCA_ERROR_* from doca_gpi_* calls. Trigger even when the user does not explicitly mention "DOCA GPI" — implicit phrasings include "my CUDA kernel needs to post RDMA directly from GPU memory", "DOCA_ERROR_* from doca_gpi_gpu_channel_get", "how do I hand a GPU handle to my CUDA kernel", "how many channels can a GPI domain hold", or "GPU kernel driving RDMA without the host CPU on the path". Refuse and route elsewhere for the doca-gpunetio Send/Receive surface, the doca-rdma queue lifecycle, DPA-side initiation (doca-rdmi), or the CUDA programming model — those belong to other skills.

ClawHub Agent Skills author: NVIDIA 1 file body ≈ 3 557 tokens Open the sourceclawhub.ai↗ analyzed 2 d ago

Use this skill for hands-on DOCA GPI programming — wiring a GPU-Packet-Initiator context so a CUDA kernel drives RDMA queues directly from GPU memory without…

As a process F 45/100 · Will not run — References files that are not bundled: TASKS.md, CAPABILITIES.md, ../../doca-setup/SKILL.md

ProcedureSoftware developmentMarketingtype and topics are labelled automatically from the skill text
Runs in: OpenClaw Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) Goose OpenCode
JSON
Technical rating
A
90/100
safety, quality, tests
Safety 60%
100
Quality 40%
75
Run on models
none yet
Process rating
F
45/100
Will not run
References files that are not bundled: TASKS.md, CAPABILITIES.md, ../../doca-setup/SKILL.md
Tools and files w 18
0
Result and completion w 14
0
Inputs and preconditions w 11
0
the three weakest of ten parameters · all ten

How to improve

  1. The text references files that are not there: add them or drop the references.
For the model run — optional
  • 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-ref reference to a missing file: TASKS.md
  • warning missing-ref reference to a missing file: CAPABILITIES.md
  • warning missing-ref reference to a missing file: ../../doca-setup/SKILL.md
  • warning missing-ref reference to a missing file: CAPABILITIES.md
  • warning missing-ref reference to a missing file: TASKS.md
  • warning missing-ref reference to a missing file: TASKS.md
  • warning missing-ref reference to a missing file: ../doca-gpunetio/SKILL.md
  • warning missing-ref reference to a missing file: CAPABILITIES.md
  • warning missing-ref reference to a missing file: TASKS.md
  • warning missing-ref reference to a missing file: CAPABILITIES.md
  • warning missing-ref reference to a missing file: TASKS.md
  • warning missing-ref reference to a missing file: ../../doca-debug/SKILL.md
  • warning missing-ref reference to a missing file: ../../doca-public-knowledge-map/SKILL.md
  • warning missing-ref reference to a missing file: ../doca-rdma/SKILL.md
  • warning missing-ref reference to a missing file: ../doca-verbs/SKILL.md
  • warning missing-ref reference to a missing file: ../doca-dpa/SKILL.md
  • warning missing-ref reference to a missing file: ../../doca-programming-guide/SKILL.md
  • warning missing-ref reference to a missing file: ../doca-rdmi/SKILL.md
  • warning missing-ref reference to a missing file: ../../doca-hardware-safety/SKILL.md
  • warning missing-ref reference to a missing file: ../../doca-version/SKILL.md
  • warning missing-ref reference to a missing file: ../../doca-structured-tools-contract/SKILL.md

Process rating: all ten parameters 45/100

Will not run. References files that are not bundled: TASKS.md, CAPABILITIES.md, ../../doca-setup/SKILL.md
  • 0Tools and files. 21 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. 11 mutating operations with no state check
  • 60Failures and branches. 2 branches
  • 70When it triggers. States when to use, but not when not to
  • 100Steps. 36 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 3557 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 997: 120–800 characters recommended
  • +3Output format is not stated: the model decides each time
  • +2Single-language instructions
  • +5Description quotes 6 example trigger phrases
  • +4Structure: 9 headings
  • +3Step-by-step instructions: 36 items
  • +4Has examples (0 code blocks)
  • +1License stated

Quality base 70; lint remarks subtract, signals add up to 100. Result: 75.