Skill audit report
audience-research Audit report.
Use when the user wants to evaluate a creator, influencer, or brand audience using public profile signals, TikTok audience demographics, follower/following data, comments, geography, language, and content fit. Helps judge sponsorship and market fit.
OpenAgentSkill Trust Score
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
PASS86
2.2K GitHub stars
Stars/forks activity
INFO72
2.2K stars, 22 forks; issue activity unavailable in current metadata
Recent maintenance
PASS88
2mo since push
License clarity
PASS86
MIT
README/SKILL.md completeness
INFO76
Public metadata needs stronger README/SKILL.md context
Dependency/runtime risk
WARN54
command execution surface, credential or environment access
Install availability
PASS92
npx skills add ScrapeCreators/social-media-research-skills --skill audience-research
Install command safety
PASS92
standard package or runtime install path
Permission surface
FAIL36
secrets or environment access, shell or command execution
Repository evidence
PASS86
https://github.com/ScrapeCreators/social-media-research-skills/tree/main/skills/audience-research
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install and adoption review
Install path
92
npx skills add ScrapeCreators/social-media-research-skills --skill audience-research
Repository
88
https://github.com/ScrapeCreators/social-media-research-skills/tree/main/skills/audience-research
License
86
MIT
Maintenance
88
2mo since push
AI review
55
SKILL.md is documentation-only; no executable scripts or code examples are provided, which may limit immediate usability.
README/SKILL.md completeness
84
Usable description available
Dependency risk
54
command execution surface, credential or environment access
Install command safety
92
standard package or runtime install path
Permission surface
36
secrets or environment access, shell or command execution
Stars/forks activity
72
2.2K stars, 22 forks; issue activity unavailable in current metadata
Adoption
88
2.2K GitHub stars
Warnings
- Dependency or permission surface needs review
- Permission surface may require sandboxing
- SKILL.md is documentation-only; no executable scripts or code examples are provided, which may limit immediate usability.
- Setup instructions are missing: how to obtain and configure the SCRAPECREATORS_API_KEY, and any required dependencies or environment setup.
- The skill relies on external API endpoints (e.g., /v1/tiktok/user/audience) but does not specify authentication method, request format, or error handling.
- No explicit limitations or rate-limit considerations are mentioned for the external API.
- 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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