Skill audit report
Clone viral TikTok UGC app-ad hooks with your own AI actor and app demo. Use when the user wants to recreate a viral TikTok ad, build a TikTok account around one consistent AI creator, mass-produce UGC ad variations, or swap an actor into an existing hook. Runs on the Arcads MCP (nano-banana-2, gpt-image-2, Seedance 2.5).
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
FAIL30
20 GitHub stars
Stars/forks activity
FAIL32
20 stars, 5 forks; issue activity unavailable in current metadata
Recent maintenance
PASS88
2mo since push
License clarity
PASS86
MIT
README/SKILL.md completeness
PASS86
Metadata includes enough usage and workflow context
Dependency/runtime risk
INFO64
command execution surface, network or browser surface
Install availability
PASS92
npx skills add jasonlee-breadcrumb/silent-ugc --skill silent-ugc
Install command safety
PASS92
standard package or runtime install path
Permission surface
WARN48
shell or command execution, filesystem or document access
Repository evidence
PASS86
https://github.com/jasonlee-breadcrumb/silent-ugc/tree/main/skills/silent-ugc
Review status
WARN46
AI review approval is missing
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install path
92
npx skills add jasonlee-breadcrumb/silent-ugc --skill silent-ugc
Repository
88
https://github.com/jasonlee-breadcrumb/silent-ugc/tree/main/skills/silent-ugc
License
86
MIT
Maintenance
88
2mo since push
AI review
55
Review approval is missing
README/SKILL.md completeness
86
Usable description available
Dependency risk
64
command execution surface, network or browser surface
Install command safety
92
standard package or runtime install path
Permission surface
48
shell or command execution, filesystem or document access
Stars/forks activity
32
20 stars, 5 forks; issue activity unavailable in current metadata
Adoption
42
20 GitHub stars
Financial decision safety
20
Potential execution surface detected; do not connect live broker, exchange, wallet, or payment credentials.
Warnings
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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