Skill audit report

Vehicle Counting Tensorflow audit report.

:oncoming_automobile: "MORE THAN VEHICLE COUNTING!" This project provides prediction for speed, color and size of the vehicles with TensorFlow Object Counting API.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Jun 17, 2026Heuristic metadata audit
66
Audit
76
Trust
56
Quality
86
Security
20
Maintain
92
Install

OpenAgentSkill Trust Score

76
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

926 GitHub stars

Stars/forks activity

INFO

77

926 stars, 362 forks; issue activity unavailable in current metadata

Recent maintenance

FAIL

22

5y since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

90

Metadata includes enough usage and workflow context

Dependency/runtime risk

PASS

82

network or browser surface

Install availability

PASS

92

npx skills add ahmetozlu/vehicle_counting_tensorflow

Install command safety

PASS

92

standard package or runtime install path

Permission surface

INFO

72

filesystem or document access, network or browser access

Repository evidence

PASS

86

https://github.com/ahmetozlu/vehicle_counting_tensorflow

Review status

PASS

88

AI review data available

Checks

Install and adoption review

8 passed · 7 review

Install path

92

PASS

npx skills add ahmetozlu/vehicle_counting_tensorflow

Repository

88

PASS

https://github.com/ahmetozlu/vehicle_counting_tensorflow

License

86

PASS

MIT

Maintenance

20

FIX

5y since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

90

PASS

Usable description available

Dependency risk

82

PASS

network or browser surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

72

CHECK

filesystem or document access, network or browser access

Stars/forks activity

77

CHECK

926 stars, 362 forks; issue activity unavailable in current metadata

Adoption

88

PASS

926 GitHub stars

Warnings

  • Repository appears stale
  • Repository looks stale
  • Quality score needs review
  • Recent maintenance: 5y 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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