Skill audit report

Video ChatGPT Audit report.

[ACL 2024 馃敟] Video-ChatGPT is a video conversation model capable of generating meaningful conversation about videos. It combines the capabilities of LLMs with a pretrained visual encoder adapted for spatiotemporal video representation. We also introduce a rigorous 'Quantitative Evaluation Benchmarking' for video-based conversational models.

REVIEWEDREVIEWSafe to tryGenerated Aug 3, 2026Heuristic metadata audit
84
Audit
86
Trust
85
Quality
89
Security
62
Maintain
92
Install

OpenAgentSkill Trust Score

86
Production candidate

OpenAgentSkill Trust Score

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

GitHub adoption

PASS

86

1.5K GitHub stars

Stars/forks activity

INFO

77

1.5K stars, 129 forks; issue activity unavailable in current metadata

Recent maintenance

INFO

62

12mo since push

License clarity

PASS

86

CC-BY-4.0

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 mbzuai-oryx/Video-ChatGPT

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/mbzuai-oryx/Video-ChatGPT

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

9 Passed3 Needs review

Install path

92

PASS

npx skills add mbzuai-oryx/Video-ChatGPT

Repository

88

PASS

https://github.com/mbzuai-oryx/Video-ChatGPT

License

86

PASS

CC-BY-4.0

Maintenance

62

CHECK

12mo 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

77

CHECK

1.5K stars, 129 forks; issue activity unavailable in current metadata

Adoption

88

PASS

1.5K GitHub stars

Warnings

  • Quality score needs review

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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