Skill audit report

Ultralytics audit report.

Ultralytics YOLO 🚀

REVIEWED · REVIEWSafe to tryGenerated Jun 17, 2026Heuristic metadata audit

Audit

Trust

100

Quality

Security

100

Maintain

Install

OpenAgentSkill Trust Score

Production candidate

Stars, maintenance, license, docs, install safety, permission surface, and installability.

The Trust Score is OpenAgentSkill's adoption layer. It is designed to help an agent decide whether a skill is safe enough to shortlist before installation.

GitHub adoption

PASS

100

58K GitHub stars

Stars/forks activity

PASS

100

58K stars, 11K forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

1d since push

License clarity

PASS

AGPL-3.0

README/SKILL.md completeness

INFO

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

INFO

command execution surface

Install availability

PASS

npx skills add ultralytics/ultralytics

Install command safety

PASS

standard package or runtime install path

Permission surface

INFO

shell or command execution, filesystem or document access

Repository evidence

PASS

https://github.com/ultralytics/ultralytics

Review status

PASS

AI review data available

Checks

Install and adoption review

9 passed · 3 review

Install path

PASS

npx skills add ultralytics/ultralytics

Repository

PASS

https://github.com/ultralytics/ultralytics

License

PASS

AGPL-3.0

Maintenance

100

PASS

1d since push

AI review

PASS

Approved with no listed issues

README/SKILL.md completeness

PASS

Usable description available

Dependency risk

CHECK

command execution surface

Install command safety

PASS

standard package or runtime install path

Permission surface

CHECK

shell or command execution, filesystem or document access

Stars/forks activity

100

PASS

58K stars, 11K forks; issue activity unavailable in current metadata

Adoption

PASS

58K GitHub stars

Warnings

Documentation summary is thin

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 ultralytics/ultralytics

Signals

Audit score: 94/100
Quality: 100/100
Trust: 92/100
Install safety: 92/100
Permission surface: 62/100
Maintenance: 1d since push
Events: No events yet
GitHub stars: 58K
Last push: Jun 16, 2026

Agent safety v2

66/100 · Review before install

Reviewed with permission notesreview

Usable candidate, but the agent should surface permission and audit notes before installation.

Require human approval before installing into a real workspace.

High-risk permission hints: Shell or command execution
66/100 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.

Filesystem access

medium

Skill may read or write project files, documents, generated artifacts, or local workspace state.

High-risk permission hints: Shell or command execution
Documentation summary is thin

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