Star0

Skill audit report

Real Time GesRec audit report.

Real-time Hand Gesture Recognition with PyTorch on EgoGesture, NvGesture, Jester, Kinetics and UCF101

EXPERIMENTAL · REVIEWNeeds reviewGenerated Jul 3, 2026Heuristic metadata audit
66
Audit
75
Trust
55
Quality
89
Security
20
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

76

695 GitHub stars

Stars/forks activity

INFO

71

695 stars, 178 forks; issue activity unavailable in current metadata

Recent maintenance

FAIL

22

4y since push

License clarity

PASS

86

MIT

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 ahmetgunduz/Real-time-GesRec

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/ahmetgunduz/Real-time-GesRec

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

9 passed · 6 review

Install path

92

PASS

npx skills add ahmetgunduz/Real-time-GesRec

Repository

88

PASS

https://github.com/ahmetgunduz/Real-time-GesRec

License

86

PASS

MIT

Maintenance

20

FIX

4y 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

71

CHECK

695 stars, 178 forks; issue activity unavailable in current metadata

Adoption

88

PASS

695 GitHub stars

Warnings

  • Repository appears stale
  • Repository looks stale
  • Quality score needs review
  • Recent maintenance: 4y since push

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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