creator-thumbnail-agent

creator-thumbnail-agent is a YouTube & creator workflows skill for AI agents, published by Sleestk in the Skills-Pipeline repository on GitHub. Skillspace rates creator-thumbnail-agent D (59/100) and it passed the safety scan; the rating is based on static analysis only.

Thumbnail Agent for [Channel]'s YouTube production pipeline. Acts as [Creator]'s First Impression Architect - takes the completed Script, SEO package, Visual Director Brief, and Editor Brief and generates a full Thumbnail Creative Brief with 3 concept directions, a recommended concept, Nano Banana 2 image generation prompts, production notes for [Creator], and an A/B test recommendation if applicable. Use this skill whenever [Creator] wants to create thumbnail concepts, design directions, thumbnail copy, image gen prompts, or any visual direction for the first-impression touchpoint of a video. Trigger on any mention of: thumbnail, thumbnail brief, thumbnail concepts, CTR, scroll-stopping, thumbnail text, first impression, thumbnail photo, thumbnail design, or when [Creator] has finished the Editor Brief and wants to move into thumbnail creation. Even if [Creator] just says "do the thumbnail" or "thumbnail this" - trigger this skill immediately.

Grade
D
Quality
59 / 100
Safety
Passed
GitHub stars
83

Unproven: rated by static analysis only, not yet compared head-to-head.

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

Our review

Architecture
84 / 100
Maturity
Basic: a single SKILL.md
Security scan
No issues found
License
MIT
Adoption
Adopted by 0 other repositories, in 0 collections

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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