OpenAgentSkill
GitHub200+

Skill audit report

detect-objects Audit report.

Run pre-trained AI models on geospatial imagery. Detect buildings, cars, ships, solar panels, agriculture fields, or use text-prompted segmentation with GroundedSAM. Requires GPU for best performance.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 5, 2026Heuristic metadata audit
68
Audit
69
Trust
50
Quality
74
Security
76
Maintain
92
Install

OpenAgentSkill Trust Score

69
Manual review

OpenAgentSkill Trust Score

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

GitHub adoption

WARN

48

30 GitHub stars

Stars/forks activity

WARN

43

30 stars, 4 forks; issue activity unavailable in current metadata

Recent maintenance

INFO

76

4mo since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

86

Metadata includes enough usage and workflow context

Dependency/runtime risk

INFO

62

command execution surface, external package install surface

Install availability

PASS

92

npx skills add opengeos/geoai-skills --skill detect-objects

Install command safety

PASS

92

standard package or runtime install path

Permission surface

WARN

48

shell or command execution, filesystem or document access

Repository evidence

PASS

86

https://github.com/opengeos/geoai-skills/tree/main/skills/detect-objects

Review status

WARN

46

AI review approval is missing

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

5 Passed · 15 Needs review

Install path

92

PASS

npx skills add opengeos/geoai-skills --skill detect-objects

Repository

88

PASS

https://github.com/opengeos/geoai-skills/tree/main/skills/detect-objects

License

86

PASS

MIT

Maintenance

76

CHECK

4mo since push

AI review

55

CHECK

Review approval is missing

README/SKILL.md completeness

86

PASS

Usable description available

Dependency risk

62

CHECK

command execution surface, external package install surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

48

FIX

shell or command execution, filesystem or document access

Stars/forks activity

43

FIX

30 stars, 4 forks; issue activity unavailable in current metadata

Adoption

42

CHECK

30 GitHub stars

Warnings

  • Permission surface may require sandboxing
  • Low GitHub adoption signal
  • AI review approval is missing
  • Quality score needs review
  • Permission surface needs review: shell or command execution, filesystem or document access
  • GitHub adoption: 30 GitHub stars
  • Stars/forks activity: 30 stars, 4 forks; issue activity unavailable in current metadata
  • Permission surface: shell or command execution, filesystem or document access
  • Review status: AI review approval is missing

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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