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google-ai-ninja Audit Report | OpenAgentSkill | OpenAgentSkill

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Skills/google-ai-ninja/Audit

Skill audit report

google-ai-ninja Audit report.

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EXPERIMENTAL · REVIEWNeeds reviewGenerated Oct 9, 2026Heuristic metadata audit

73

Audit

69

Trust

56

Quality

73

Security

100

Maintain

92

Install

OpenAgentSkill Trust Score

69

Manual review

The skill layer for AI agents: discover, compare, audit, and install reusable capabilities across Codex, Claude Code, Cursor, and agent runtimes.

Explore

Skills Gallery New submissions Agent Skills

More links

What Is an Agent Skill?AI Agent Skills Tasks Packs Best Skills New & Trending Workflow Recipes Use Cases Agents Agent Entry

Trust

Compare Safety Gate Skills Registry Rankings

More links

Outcome Loop Audits Official Weekly Reports Monthly Index State of Agent Skills vs skills.sh AgentSkills.io Alternative

Build

Docs About Contact Sponsor API

More links

llms.txt OpenAPI CLI Creator Kit Skill Creators X Growth Kit Submit Blog Guides Activity

OpenAgentSkill Registry

Privacy Contact SponsorBuilt for agent-native discovery

OpenAgentSkill Trust Score

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

GitHub adoption

WARN

48

32 GitHub stars

Stars/forks activity

WARN

43

32 stars, 3 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

4d since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

INFO

70

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

WARN

56

command execution surface, network or browser surface

Install availability

PASS

92

npx skills add fabricioctelles/jump-skills --skill google-ai-ninja

Install command safety

PASS

92

standard package or runtime install path

Permission surface

WARN

50

shell or command execution, network or browser access

Repository evidence

PASS

86

https://github.com/fabricioctelles/jump-skills/tree/main/ninjas/google-ai-ninja

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 · 16 Needs review

Install path

92

PASS

npx skills add fabricioctelles/jump-skills --skill google-ai-ninja

Repository

88

PASS

https://github.com/fabricioctelles/jump-skills/tree/main/ninjas/google-ai-ninja

License

86

PASS

MIT

Maintenance

100

PASS

4d since push

AI review

55

CHECK

Review approval is missing

README/SKILL.md completeness

84

PASS

Usable description available

Dependency risk

56

FIX

command execution surface, network or browser surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

50

FIX

shell or command execution, network or browser access

Stars/forks activity

43

FIX

32 stars, 3 forks; issue activity unavailable in current metadata

Adoption

42

CHECK

32 GitHub stars

Warnings

Dependency or permission surface needs review
Permission surface may require sandboxing
Low GitHub adoption signal
AI review approval is missing
Quality score needs review
Permission surface needs review: shell or command execution, network or browser access
GitHub adoption: 32 GitHub stars
Stars/forks activity: 32 stars, 3 forks; issue activity unavailable in current metadata
Dependency/runtime risk: command execution surface, network or browser surface
Permission surface: shell or command execution, network or browser 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.

Install path

Review the report before installing into production agents.

$ npx skills add fabricioctelles/jump-skills --skill google-ai-ninja

Agent-readable metadata

Machine decision packet

Embedded JSON exposes suited tasks, suited agents, install command, trust score, safety gate, alternatives, and do-not-use conditions for agent review.

Install policy: review
Best agents: Codex + Claude Code
Alternatives: 3

Open agent JSON

Signals

Audit score: 73/100
Quality: 56/100
Trust: 69/100
Install safety: 92/100
Permission surface: 50/100
Maintenance: 4d since push
Events: 1 events
GitHub stars: 32
Last push: Oct 4, 2026

Agent safety v2

45/100 · Avoid automatic install

Experimentalreview

Sparse or mixed signals. Useful for discovery, but not for autonomous installation.

Test manually in an isolated workspace and compare against safer alternatives.

High-risk permission hints: Shell or command execution
45/100 agent safety score

Shell or command execution

high

Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.

Network access

medium

Skill likely fetches remote pages, APIs, repositories, or external services.

Database access

medium

Skill may inspect schemas, query databases, or work with persistent stores.

High-risk permission hints: Shell or command execution
Dependency or permission surface needs review

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