Skill audit report

aks-gpu-inference Audit report.

Diagnose Day-2 AKS GPU and KAITO incidents using profile-aware, read-only evidence. WHEN: 'Insufficient nvidia.com/gpu', GPU pod Pending, model-load OOM, DCGM/VRAM, KAITO Workspace not ready, or GPU autoscaling. DO NOT USE FOR: setup (airunway-aks-setup), non-GPU incidents (aks-troubleshooting), standalone VM quota (azure-quotas), or generic cost (cost-analysis or cost-optimization from the optional azure-cost plugin).

EXPERIMENTAL · REVIEWNeeds reviewGenerated Oct 14, 2026Heuristic metadata audit
78
Audit
75
Trust
66
Quality
76
Security
100
Maintain
92
Install

OpenAgentSkill Trust Score

75
Strong shortlist

OpenAgentSkill Trust Score

The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.

GitHub adoption

INFO

62

257 GitHub stars

Stars/forks activity

INFO

62

257 stars, 210 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

1d since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

86

Metadata includes enough usage and workflow context

Dependency/runtime risk

INFO

62

command execution surface, external package install surface

Install availability

PASS

92

npx skills add microsoft/GitHub-Copilot-for-Azure --skill aks-gpu-inference

Install command safety

PASS

92

standard package or runtime install path

Permission surface

INFO

62

shell or command execution, filesystem or document access

Repository evidence

PASS

86

https://github.com/microsoft/GitHub-Copilot-for-Azure/tree/main/plugins/aks-skills/skills/aks-gpu-inference

Review status

WARN

46

AI review approval is missing

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

6 Passed · 7 Needs review

Install path

92

PASS

npx skills add microsoft/GitHub-Copilot-for-Azure --skill aks-gpu-inference

Repository

88

PASS

https://github.com/microsoft/GitHub-Copilot-for-Azure/tree/main/plugins/aks-skills/skills/aks-gpu-inference

License

86

PASS

MIT

Maintenance

100

PASS

1d since push

AI review

55

CHECK

Review approval is missing

README/SKILL.md completeness

86

PASS

Usable description available

Dependency risk

62

CHECK

command execution surface, external package install surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

62

CHECK

shell or command execution, filesystem or document access

Stars/forks activity

62

CHECK

257 stars, 210 forks; issue activity unavailable in current metadata

Adoption

68

INFO

257 GitHub stars

Warnings

  • AI review approval is missing
  • Quality score needs review
  • Review status: AI review approval is missing

Method

This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.

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