Skill audit report

image-ad-clone Audit report.

Use when the user wants to reverse-engineer an existing image ad into a reusable prompt template. Validates via Arcads — picks gpt-image-2 or Nano Banana at Phase 1. Triggers on "clone this ad as a template", "reverse engineer this ad", "turn this ad into a prompt", "extract a template", "make this ad reusable", "add to my prompt library", "study this ad and make a template". Input is an EXISTING ad image; does NOT trigger for fresh generation (use chatgpt-image-ad or nano-banana-image-ad).

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 8, 2026Heuristic metadata audit
78
Audit
77
Trust
72
Quality
80
Security
76
Maintain
92
Install

OpenAgentSkill Trust Score

77
Strong shortlist

OpenAgentSkill Trust Score

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

GitHub adoption

PASS

86

1.5K GitHub stars

Stars/forks activity

PASS

83

1.5K stars, 357 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

64

credential or environment access, network or browser surface

Install availability

PASS

92

npx skills add krusemediallc/arcads-claude-code --skill image-ad-clone

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/krusemediallc/arcads-claude-code/tree/main/skills/image-ad-clone

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

8 Passed · 7 Needs review

Install path

92

PASS

npx skills add krusemediallc/arcads-claude-code --skill image-ad-clone

Repository

88

PASS

https://github.com/krusemediallc/arcads-claude-code/tree/main/skills/image-ad-clone

License

86

PASS

MIT

Maintenance

76

CHECK

4mo since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

86

PASS

Usable description available

Dependency risk

64

CHECK

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

83

PASS

1.5K stars, 357 forks; issue activity unavailable in current metadata

Adoption

88

PASS

1.5K GitHub stars

Warnings

  • Permission surface may require sandboxing
  • Quality score needs review
  • Permission surface needs review: secrets or environment access, filesystem or document access
  • 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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