Skill audit report

bigquery-ai-ml Audit report.

Leverages BigQuery's built-in machine learning and GenAI capabilities for advanced data analytics. Use when you need to write SQL queries that perform time-series forecasting, predict values, detect outliers or anomalies, find key drivers, perform semantic search or vector search, classify text, calculate similarity, summarize content, translate language, evaluate models, filter by semantic conditions, measure the causal effect of an intervention, compute correlations between columns, detect change points or structural breaks, extract trend or seasonality components, or leverage generative AI capabilities in BigQuery. Do not use for general BigQuery dataset, table, or job management requests.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Oct 14, 2026Heuristic metadata audit
87
Audit
83
Trust
89
Quality
77
Security
100
Maintain
92
Install

OpenAgentSkill Trust Score

83
Strong shortlist

OpenAgentSkill Trust Score

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

GitHub adoption

PASS

100

21K GitHub stars

Stars/forks activity

PASS

97

21K stars, 1.8K forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

Pushed today

License clarity

PASS

86

Apache-2.0

README/SKILL.md completeness

PASS

94

Metadata includes enough usage and workflow context

Dependency/runtime risk

INFO

64

command execution surface, database surface

Install availability

PASS

92

npx skills add google/skills --skill bigquery-ai-ml

Install command safety

PASS

92

standard package or runtime install path

Permission surface

WARN

50

shell or command execution, filesystem or document access

Repository evidence

PASS

86

https://github.com/google/skills/tree/3947dffbe34e05bc1830ae81807e8b8ef0b16b8a/skills/cloud/bigquery-ai-ml

Review status

WARN

52.29

AI review approval is missing

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

8 Passed · 9 Needs review

Install path

92

PASS

npx skills add google/skills --skill bigquery-ai-ml

Repository

88

PASS

https://github.com/google/skills/tree/3947dffbe34e05bc1830ae81807e8b8ef0b16b8a/skills/cloud/bigquery-ai-ml

License

86

PASS

Apache-2.0

Maintenance

100

PASS

Pushed today

AI review

55

CHECK

Review approval is missing

README/SKILL.md completeness

94

PASS

Usable description available

Dependency risk

64

CHECK

command execution surface, database surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

50

FIX

shell or command execution, filesystem or document access

Stars/forks activity

97

PASS

21K stars, 1.8K forks; issue activity unavailable in current metadata

Adoption

88

PASS

21K GitHub stars

Warnings

  • Permission surface may require sandboxing
  • AI review approval is missing
  • Quality score needs review
  • Permission surface needs review: shell or command execution, filesystem or document access
  • Permission surface: shell or command execution, filesystem or document access
  • 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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