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BF aiq-deploy

Use when asked to install, deploy, run, validate, troubleshoot, or stop NVIDIA AI-Q Blueprint infrastructure.

ClawHub Agent Skills author: NVIDIA 1 file body ≈ 3 123 tokens Open the sourceclawhub.ai↗ analyzed 30 h ago

Use this skill to get a local or self-hosted NVIDIA AI-Q Blueprint server running and verified for use by aiq-research.

As a process F 53/100 · Will not run — References files that are not bundled: references/locate-or-clone.md, references/env-and-secrets.md, references/configs.md

AnalyzerDockerKubernetesPostgreSQLInfrastructuretype 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
B
83/100
safety, quality, tests
Safety 60%
93
Quality 40%
68
Run on models
none yet
Process rating
F
53/100
Will not run
References files that are not bundled: references/locate-or-clone.md, references/env-and-secrets.md, references/configs.md
Tools and files w 18
0
Result and completion w 14
0
When it triggers w 12
20
the three weakest of ten parameters · all ten

What is at stake

Medium-severity findings: the skill is probably honest, but read what alarmed the scanner.

Broad scope medium severity

Below is the worst case for this category. The finding here is medium: the guard saw a sign, not a proof.

If you install

The skill asks for more than the task needs: broad tool access, credential environment variables, binaries. Every extra permission widens the damage from a mistake or a compromise.

For the author

Narrow allowed-tools and the variable list to the minimum; replace binaries with readable sources or scripts.

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 · 3

✓ No critical or high findings

Medium and low: 3
  • medium Broad scope meta-broad-allowed-tools SKILL.md:1
    Broad tool permissions pre-approved: Bash
    allowed-tools: Read Bash
  • low Exfiltration read-dotenv SKILL.md:113
    Reads a .env file
    cp deploy/.env.example deploy/.env
  • low Exfiltration read-dotenv SKILL.md:226
    Reads a .env file
    test -f deploy/.env || cp deploy/.env.example deploy/.env

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: references/locate-or-clone.md
  • warning missing-ref reference to a missing file: references/env-and-secrets.md
  • warning missing-ref reference to a missing file: references/configs.md
  • warning missing-ref reference to a missing file: references/skill-backend.md
  • warning missing-ref reference to a missing file: references/terminal-cli.md
  • warning missing-ref reference to a missing file: references/local-web.md
  • warning missing-ref reference to a missing file: references/docker-compose.md
  • warning missing-ref reference to a missing file: references/kubernetes-helm.md
  • warning missing-ref reference to a missing file: references/frag.md
  • warning missing-ref reference to a missing file: references/validation.md
  • warning missing-ref reference to a missing file: references/end-to-end-validation.md
  • warning missing-ref reference to a missing file: references/troubleshooting.md
  • warning missing-ref reference to a missing file: references/shutdown.md

Process rating: all ten parameters 53/100

Will not run. References files that are not bundled: references/locate-or-clone.md, references/env-and-secrets.md, references/configs.md
  • 0Tools and files. 13 referenced file(s) missing: references/locate-or-clone.md, references/env-and-secrets.md, references/configs.md
  • 0Result and completion. Does not say what the result is
  • 20When it triggers. No condition that starts the skill
  • 70Inputs and preconditions. Inputs and preconditions are listed
  • 85Steps. 65 steps, 1 vague phrases
  • 100Failures and branches. 2 branches, has a failure section
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 3123 tokens
  • 100Running it twice. Mutating operations check current state
  • 100Progress reporting. Reports progress
  • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing

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

  • +5Description has no quoted example phrases that should trigger the skill
  • +4Description does not say when NOT to use the skill (false activations)
  • +3Description length 109: 120–800 characters recommended
  • +3Output format is not stated: the model decides each time
  • -2localhost URLs: will not work for another user
  • +2Single-language instructions
  • +4Structure: 21 headings
  • +3Step-by-step instructions: 65 items
  • +4Has examples (13 code blocks)
  • +1License stated

Quality base 70; lint remarks subtract, signals add up to 100. Result: 68.