Skill audit report

ros2-web-integration Audit report.

Patterns and best practices for integrating ROS2 systems with web technologies including REST APIs, WebSocket bridges, and browser-based robot interfaces. Use this skill when building web dashboards for robots, streaming camera feeds to browsers, exposing ROS2 services as REST endpoints, or implementing bidirectional WebSocket communication between web UIs and ROS2 nodes. Trigger whenever the user mentions rosbridge, rosbridge_suite, roslibjs, FastAPI with ROS2, Flask with rclpy, WebSocket for robot telemetry, MJPEG streaming, WebRTC for robots, REST API wrapping ROS2 services, web-based robot control, browser robot interface, robot dashboard, CORS configuration for robots, or any web-to-ROS2 bridge pattern. Also trigger for authentication on robot web interfaces, rate limiting sensor streams, video streaming from robot cameras to browsers, or running async web frameworks alongside the ROS2 executor. Covers rosbridge_suite, FastAPI, Flask, WebSocket, and WebRTC approaches.

BLOCKED · BLOCKNeeds reviewGenerated Nov 8, 2026Heuristic metadata audit
73
Audit
65
Trust
69
Quality
71
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

65
Manual review

OpenAgentSkill Trust Score

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

GitHub adoption

INFO

62

353 GitHub stars

Stars/forks activity

WARN

57

353 stars, 45 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

3mo since push

License clarity

PASS

86

Apache-2.0

README/SKILL.md completeness

PASS

86

Metadata includes enough usage and workflow context

Dependency/runtime risk

WARN

46

command execution surface, credential or environment access

Install availability

PASS

92

npx skills add arpitg1304/robotics-agent-skills --skill ros2-web-integration

Install command safety

PASS

92

standard package or runtime install path

Permission surface

FAIL

22

secrets or environment access, shell or command execution

Repository evidence

PASS

86

https://github.com/arpitg1304/robotics-agent-skills/tree/main/skills/ros2-web-integration

Review status

INFO

66

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

6 Passed · 13 Needs review

Install path

92

PASS

npx skills add arpitg1304/robotics-agent-skills --skill ros2-web-integration

Repository

88

PASS

https://github.com/arpitg1304/robotics-agent-skills/tree/main/skills/ros2-web-integration

License

86

PASS

Apache-2.0

Maintenance

88

PASS

3mo since push

AI review

55

CHECK

SKILL.md excerpt is truncated mid-sentence, but the provided content appears complete enough for evaluation.

README/SKILL.md completeness

86

PASS

Usable description available

Dependency risk

46

FIX

command execution surface, credential or environment access

Install command safety

92

PASS

standard package or runtime install path

Permission surface

22

FIX

secrets or environment access, shell or command execution

Stars/forks activity

57

FIX

353 stars, 45 forks; issue activity unavailable in current metadata

Adoption

68

INFO

353 GitHub stars

Warnings

  • Dependency or permission surface needs review
  • Permission surface may require sandboxing
  • SKILL.md excerpt is truncated mid-sentence, but the provided content appears complete enough for evaluation.
  • No explicit security hardening guidance beyond authentication mentions; potential users may overlook securing WebSocket endpoints.
  • Quality score needs review
  • Permission surface needs review: secrets or environment access, shell or command execution
  • Stars/forks activity: 353 stars, 45 forks; issue activity unavailable in current metadata
  • Dependency/runtime risk: command execution surface, credential or environment access
  • Permission surface: secrets or environment access, shell or command execution

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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