Skill audit report

outlier-post-finder Audit report.

Use when the user wants to find posts, videos, reels, shorts, tweets, or social content that overperformed versus a creator, brand, or competitor baseline. Finds outliers, explains why they worked, extracts hooks and formats, and produces a practical swipe file.

BLOCKED · BLOCKNeeds reviewGenerated Nov 5, 2026Heuristic metadata audit
77
Audit
68
Trust
77
Quality
72
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

68
Manual review

OpenAgentSkill Trust Score

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

GitHub adoption

PASS

86

2.2K GitHub stars

Stars/forks activity

INFO

72

2.2K stars, 22 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

2mo since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

86

Metadata includes enough usage and workflow context

Dependency/runtime risk

WARN

46

command execution surface, credential or environment access

Install availability

PASS

92

npx skills add ScrapeCreators/social-media-research-skills --skill outlier-post-finder

Install command safety

PASS

92

standard package or runtime install path

Permission surface

FAIL

22

secrets or environment access, shell or command execution

Repository evidence

PASS

86

https://github.com/ScrapeCreators/social-media-research-skills/tree/main/skills/outlier-post-finder

Review status

INFO

66

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

7 Passed · 12 Needs review

Install path

92

PASS

npx skills add ScrapeCreators/social-media-research-skills --skill outlier-post-finder

Repository

88

PASS

https://github.com/ScrapeCreators/social-media-research-skills/tree/main/skills/outlier-post-finder

License

86

PASS

MIT

Maintenance

88

PASS

2mo since push

AI review

55

CHECK

SKILL.md excerpt is truncated in the review, but the provided content is sufficient for assessment.

README/SKILL.md completeness

86

PASS

Usable description available

Dependency risk

46

FIX

command execution surface, credential or environment access

Install command safety

92

PASS

standard package or runtime install path

Permission surface

22

FIX

secrets or environment access, shell or command execution

Stars/forks activity

72

CHECK

2.2K stars, 22 forks; issue activity unavailable in current metadata

Adoption

88

PASS

2.2K GitHub stars

Warnings

  • Dependency or permission surface needs review
  • Permission surface may require sandboxing
  • SKILL.md excerpt is truncated in the review, but the provided content is sufficient for assessment.
  • The skill relies on an external API (ScrapeCreators) which may have rate limits or downtime; no error handling is described.
  • Quality score needs review
  • Permission surface needs review: secrets or environment access, shell or command execution
  • Dependency/runtime risk: command execution surface, credential or environment access
  • Permission surface: secrets or environment access, shell or command execution

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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