Skill audit report
Use when the user wants to validate a product idea, find pain points, mine demand signals, discover objections, or gather voice-of-customer language from Reddit, social posts, video transcripts, and comments. Produces evidence-backed product research.
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
PASS86
2.0K GitHub stars
Stars/forks activity
INFO72
2.0K stars, 19 forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
13d 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 product-demand-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/product-demand-research
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install path
92
npx skills add ScrapeCreators/social-media-research-skills --skill product-demand-research
Repository
88
https://github.com/ScrapeCreators/social-media-research-skills/tree/main/skills/product-demand-research
License
86
MIT
Maintenance
100
13d since push
AI review
55
The SKILL.md excerpt appears truncated (ends at '## Wo'), but the parsed metadata suggests a complete description.
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
2.0K stars, 19 forks; issue activity unavailable in current metadata
Adoption
88
2.0K GitHub stars
Financial decision safety
58
Research-only use: do not treat output as financial advice or execute a position without human approval.
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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