Skill audit report
YouTube research through the TubeAI connector (MCP). Explores 400M+ YouTube videos and 4M+ channels to find video ideas and outliers, research niches and competitors, work out titles, study transcripts and draft scripts, makes thumbnails, and saves ideas and folders to the user's TubeAI workspace. Helps the user connect and sign in when they want it. Use when the user wants video ideas, what's working in a niche or on a channel, competitor research, title or thumbnail help, a transcript or a script draft, or mentions TubeAI.
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
FAIL30
22 GitHub stars
Stars/forks activity
FAIL32
22 stars, 4 forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
7d since push
License clarity
PASS86
MIT
README/SKILL.md completeness
INFO76
Public metadata needs stronger README/SKILL.md context
Dependency/runtime risk
WARN56
command execution surface, network or browser surface
Install availability
PASS92
npx skills add tubeai-app/tubeai-skills --skill tubeai-mcp
Install command safety
PASS92
standard package or runtime install path
Permission surface
FAIL36
shell or command execution, filesystem or document access
Repository evidence
PASS86
https://github.com/tubeai-app/tubeai-skills/tree/main/skills/tubeai-mcp
Review status
WARN46
AI review approval is missing
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install path
92
npx skills add tubeai-app/tubeai-skills --skill tubeai-mcp
Repository
88
https://github.com/tubeai-app/tubeai-skills/tree/main/skills/tubeai-mcp
License
86
MIT
Maintenance
100
7d since push
AI review
55
Review approval is missing
README/SKILL.md completeness
84
Usable description available
Dependency risk
56
command execution surface, network or browser surface
Install command safety
92
standard package or runtime install path
Permission surface
36
shell or command execution, filesystem or document access
Stars/forks activity
32
22 stars, 4 forks; issue activity unavailable in current metadata
Adoption
42
22 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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