Skill audit report

thumbnail-concepts Audit report.

Use when the user wants thumbnail concepts or images for a YouTube video, or to see which thumbnails work in a niche. Requires the TubeLab MCP.

REVIEWED · REVIEWNeeds reviewGenerated Nov 13, 2026Heuristic metadata audit

Audit

Trust

Quality

Security

100

Maintain

Install

OpenAgentSkill Trust Score

Strong shortlist

OpenAgentSkill Trust Score

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

GitHub adoption

FAIL

24 GitHub stars

Stars/forks activity

FAIL

24 stars, 2 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

2d since push

License clarity

PASS

MIT

README/SKILL.md completeness

PASS

Metadata includes enough usage and workflow context

Dependency/runtime risk

PASS

no major dependency risk hints in public metadata

Install availability

PASS

npx skills add TubeLabHQ/youtube-research-skills --skill thumbnail-concepts

Install command safety

PASS

standard package or runtime install path

Permission surface

PASS

100

no high-risk permission surface in public metadata

Repository evidence

PASS

https://github.com/TubeLabHQ/youtube-research-skills/tree/main/skills/thumbnail-concepts

Review status

WARN

AI review approval is missing

Agent Proven outcomes

INFO

No agent outcome data yet

Checks

Install and adoption review

8 Passed · 12 Needs review

Install path

PASS

npx skills add TubeLabHQ/youtube-research-skills --skill thumbnail-concepts

Repository

PASS

https://github.com/TubeLabHQ/youtube-research-skills/tree/main/skills/thumbnail-concepts

License

PASS

MIT

Maintenance

100

PASS

2d since push

AI review

CHECK

Review approval is missing

README/SKILL.md completeness

PASS

Usable description available

Dependency risk

PASS

no major dependency risk hints in public metadata

Install command safety

PASS

standard package or runtime install path

Permission surface

100

PASS

no high-risk permission surface in public metadata

Stars/forks activity

FIX

24 stars, 2 forks; issue activity unavailable in current metadata

Adoption

CHECK

24 GitHub stars

Financial decision safety

CHECK

Research-only use: do not treat output as financial advice or execute a position without human approval.

Warnings

Financial research output is not financial advice; require human review before any live investment decision
Low GitHub adoption signal
AI review approval is missing
Financial research output is not financial advice; require human review before any live investment decision.
Quality score needs review
GitHub adoption: 24 GitHub stars
Stars/forks activity: 24 stars, 2 forks; issue activity unavailable in current metadata
Review status: AI review approval is missing

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.

Install path

Review the report before installing into production agents.

$ npx skills add TubeLabHQ/youtube-research-skills --skill thumbnail-concepts

Agent-readable metadata

Machine decision packet

Embedded JSON exposes suited tasks, suited agents, install command, trust score, safety gate, alternatives, and do-not-use conditions for agent review.

Install policy: review
Best agents: Codex + Claude Code
Alternatives: 3

Open agent JSON

Signals

Audit score: 76/100
Quality: 55/100
Trust: 75/100
Install safety: 92/100
Permission surface: 100/100
Maintenance: 2d since push
Events: No events yet
GitHub stars: 24
Last push: Nov 10, 2026

Agent safety v2

60/100 · Review before install

Reviewed with permission notesreview

Usable candidate, but the agent should surface permission and audit notes before installation.

Require human approval before installing into a real workspace.

Financial research output is not financial advice; require human review before any live investment decision
60/100 agent safety score

Network access

medium

Skill likely fetches remote pages, APIs, repositories, or external services.

Filesystem access

medium

Skill may read or write project files, documents, generated artifacts, or local workspace state.

Financial research output is not financial advice; require human review before any live investment decision

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