Skill audit report

Reddit Detective audit report.

Play detective on Reddit: Discover political disinformation campaigns, secret influencers and more

EXPERIMENTAL · REVIEWNeeds reviewGenerated Jul 3, 2026Heuristic metadata audit
60
Audit
66
Trust
50
Quality
79
Security
20
Maintain
92
Install

OpenAgentSkill Trust Score

66
Manual review

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

62

224 GitHub stars

Stars/forks activity

WARN

57

224 stars, 15 forks; issue activity unavailable in current metadata

Recent maintenance

FAIL

22

3y since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

90

Metadata includes enough usage and workflow context

Dependency/runtime risk

WARN

56

credential or environment access, network or browser surface

Install availability

PASS

92

npx skills add umitkaanusta/reddit-detective

Install command safety

PASS

92

standard package or runtime install path

Permission surface

FAIL

34

secrets or environment access, filesystem or document access

Repository evidence

PASS

86

https://github.com/umitkaanusta/reddit-detective

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

6 passed · 14 review

Install path

92

PASS

npx skills add umitkaanusta/reddit-detective

Repository

88

PASS

https://github.com/umitkaanusta/reddit-detective

License

86

PASS

MIT

Maintenance

20

FIX

3y since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

90

PASS

Usable description available

Dependency risk

56

FIX

credential or environment access, network or browser surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

34

FIX

secrets or environment access, filesystem or document access

Stars/forks activity

57

FIX

224 stars, 15 forks; issue activity unavailable in current metadata

Adoption

68

INFO

224 GitHub stars

Warnings

  • Dependency or permission surface needs review
  • Permission surface may require sandboxing
  • Repository appears stale
  • Repository looks stale
  • Quality score needs review
  • Permission surface needs review: secrets or environment access, filesystem or document access
  • Stars/forks activity: 224 stars, 15 forks; issue activity unavailable in current metadata
  • Recent maintenance: 3y since push
  • Dependency/runtime risk: credential or environment access, network or browser surface
  • Permission surface: secrets or environment access, filesystem or document access

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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