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AF doca-flow-tune

Use this skill when the user is tuning a live or captured `doca-flow` pipeline with `doca_flow_tune` — snapshotting pipe / counter / KPI state, picking a tuning axis (rule placement, resource hints / table sizing, HW-offload mode) and a matching measurement (rule-install rate, lookup latency, hardware-counter delta), running offline or online (read-only or state-changing) modes, reading the dumper CSV / analyze JSON / visualize mermaid, or applying a recommendation back into the Flow program. Trigger even when the user does not explicitly mention "doca_flow_tune" — typical implicit phrasings include "Flow rule-install rate is low on BlueField", "table sizing looks wrong for this pipe", "tune visualize step is empty", "before/after counters don't move", or "which doca-flow knob does this recommendation hit". Refuse and route elsewhere for measuring baseline numbers (doca-flow-perf, doca-flow-dpa-perf), writing the doca-flow application, DOCA install, or streaming Flow telemetry — those belong to other skills.

ClawHub Agent Skills author: NVIDIA 1 file body ≈ 4 426 tokens Open the sourceclawhub.ai↗ analyzed 2 d ago

Use this skill when the user is tuning a live or captured doca-flow pipeline with docaflowtune — snapshotting pipe / counter / KPI state, picking a tuning…

As a process F 47/100 · Will not run — References files that are not bundled: CAPABILITIES.md, TASKS.md, TASKS.md

ProcedureData and analyticsInfrastructureMarketingtype 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
47/100
Will not run
References files that are not bundled: CAPABILITIES.md, TASKS.md, TASKS.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: 0. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • 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: TASKS.md
  • warning missing-ref reference to a missing file: TASKS.md
  • warning missing-ref reference to a missing file: ../../doca-setup/SKILL.md
  • warning missing-ref reference to a missing file: ../../libs/doca-flow/SKILL.md
  • warning missing-ref reference to a missing file: CAPABILITIES.md
  • warning missing-ref reference to a missing file: ../doca-flow-perf/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: ../../libs/doca-flow/CAPABILITIES.md
  • warning missing-ref reference to a missing file: ../../doca-programming-guide/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-version/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-flow-dpa-perf/SKILL.md
  • warning missing-ref reference to a missing file: ../doca-flow-grpc-server/SKILL.md
  • warning missing-ref reference to a missing file: CAPABILITIES.md
  • warning missing-ref reference to a missing file: ../../doca-debug/SKILL.md
  • warning missing-ref reference to a missing file: ../../doca-structured-tools-contract/SKILL.md
  • warning missing-ref reference to a missing file: ../../doca-hardware-safety/SKILL.md

Process rating: all ten parameters 47/100

Will not run. References files that are not bundled: CAPABILITIES.md, TASKS.md, TASKS.md
  • 0Tools and files. 24 referenced file(s) missing: CAPABILITIES.md, TASKS.md, TASKS.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. 8 mutating operations with no state check
  • 70When it triggers. States when to use, but not when not to
  • 70Execution cost. Instruction body is 4426 tokens
  • 100Steps. 39 steps
  • 100Failures and branches. 1 branches, has a failure section
  • 100Consistency. Name and required fields are in place

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 1023: 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: 39 items
  • +4Has examples (0 code blocks)
  • +1License stated

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