Skill audit report

PX4 ROS2 Gazebo YOLOv8 audit report.

Aerial Object Detection using a Drone with PX4 Autopilot and ROS 2. PX4 SITL and Gazebo Garden used for Simulation. YOLOv8 used for Object Detection.

REVIEWED · REVIEWNeeds reviewGenerated Jul 3, 2026Heuristic metadata audit
76
Audit
75
Trust
68
Quality
80
Security
76
Maintain
92
Install

OpenAgentSkill Trust Score

75
Strong shortlist

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

INFO

62

373 GitHub stars

Stars/forks activity

INFO

62

373 stars, 63 forks; issue activity unavailable in current metadata

Recent maintenance

INFO

76

4mo since push

License clarity

WARN

42

Unknown

README/SKILL.md completeness

PASS

90

Metadata includes enough usage and workflow context

Dependency/runtime risk

INFO

80

external package install surface

Install availability

PASS

92

npx skills add monemati/PX4-ROS2-Gazebo-YOLOv8

Install command safety

PASS

92

standard package or runtime install path

Permission surface

PASS

86

filesystem or document access

Repository evidence

PASS

86

https://github.com/monemati/PX4-ROS2-Gazebo-YOLOv8

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

7 passed · 6 review

Install path

92

PASS

npx skills add monemati/PX4-ROS2-Gazebo-YOLOv8

Repository

88

PASS

https://github.com/monemati/PX4-ROS2-Gazebo-YOLOv8

License

45

CHECK

Unknown

Maintenance

76

CHECK

4mo since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

90

PASS

Usable description available

Dependency risk

80

PASS

external package install surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

86

PASS

filesystem or document access

Stars/forks activity

62

CHECK

373 stars, 63 forks; issue activity unavailable in current metadata

Adoption

68

INFO

373 GitHub stars

Warnings

  • License is unclear
  • Quality score needs review
  • License clarity: Unknown

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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