Skill audit report

LiDAR RT Audit report.

[CVPR 2025] LiDAR-RT: Gaussian-based Ray Tracing for Dynamic LiDAR Re-simulation

EXPERIMENTAL · REVIEWNeeds reviewGenerated Aug 22, 2026Heuristic metadata audit
63
Audit
71
Trust
44
Quality
81
Security
38
Maintain
92
Install

OpenAgentSkill Trust Score

71
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

193 GitHub stars

Stars/forks activity

WARN

57

193 stars, 12 forks; issue activity unavailable in current metadata

Recent maintenance

FAIL

38

1y since push

License clarity

WARN

42

Unknown

README/SKILL.md completeness

PASS

90

Metadata includes enough usage and workflow context

Dependency/runtime risk

PASS

90

no major dependency risk hints in public metadata

Install availability

PASS

92

npx skills add zju3dv/LiDAR-RT

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/zju3dv/LiDAR-RT

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 · 13 Needs review

Install path

92

PASS

npx skills add zju3dv/LiDAR-RT

Repository

88

PASS

https://github.com/zju3dv/LiDAR-RT

License

45

CHECK

Unknown

Maintenance

38

FIX

1y since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

90

PASS

Usable description available

Dependency risk

90

PASS

no major dependency risk hints in public metadata

Install command safety

92

PASS

standard package or runtime install path

Permission surface

86

PASS

filesystem or document access

Stars/forks activity

57

FIX

193 stars, 12 forks; issue activity unavailable in current metadata

Adoption

68

INFO

193 GitHub stars

Financial decision safety

58

CHECK

Research-only use: do not treat output as financial advice or execute a position without human approval.

Warnings

  • License is unclear
  • Repository appears stale
  • Financial research output is not financial advice; require human review before any live investment decision
  • Repository looks stale
  • Financial research output is not financial advice; require human review before any live investment decision.
  • Quality score needs review
  • Stars/forks activity: 193 stars, 12 forks; issue activity unavailable in current metadata
  • Recent maintenance: 1y since push
  • 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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