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Thumbnail Concept Generator

A thumbnail's click-through rate is the difference between a video that travels and a video that dies in the algorithm — the same content, the same audience, dramatically different reach. The Thumbnail Concept Generator produces 5 concepts built on different psychological mechanisms — each specified enough that a designer or you-in-Canva can execute, not vague enough to need re-briefing.

What this skill does

Thumbnails are the single highest-leverage asset on YouTube. The same video with a 2% CTR will be shown to 100 people; with an 8% CTR, 10,000. Most creators design by feel — pick a screenshot, throw on a word, hope. This skill works in the opposite direction: pick the psychological mechanism first, then build the visual to serve it. Five distinct concepts, each pulling a different lever, so the variation is real and not cosmetic.

The five mechanisms are curiosity gap, contrast or conflict, social proof, identity, and fear or loss. Every concept specifies the trigger, the composition (rule of thirds, focal point, foreground/background separation), the subject and expression if there's a face, the exact text overlay (under five words, never repeating the title), the colour direction, and a mobile check at 120 pixels wide — because 70% of YouTube browsing happens on phones and a thumbnail that doesn't read at thumbnail size doesn't work at all.

Faces beat objects in most niches, and the skill picks from the seven thumbnail emotions — shock, curiosity, excitement, disgust, fear, joy, confusion — with the note that exaggerated outperforms subtle. YouTube isn't the place for nuance. But for no-face niches (cooking top-down, tech reviews, minimalist brands, ASMR) the concepts adapt — mood, atmosphere, colour contrast, and composition carry the work instead. The skill knows the difference and won't push faces where they don't fit.

Output includes the five concepts, an A/B test recommendation that picks two concepts using different mechanisms (so the result tells you something real about your audience), a thumbnail-title pairing table (because the thumbnail and title together tell the story — neither should work fully alone), and an execution checklist. The skill defines the what and why of each concept. The how — fonts, exact layouts, design tool — is yours. The concept is the part that takes thinking; execution is the part that takes Canva or a designer.

When this triggers

  • ·You're publishing a video tomorrow and your placeholder thumbnail is a random screenshot
  • ·Your thumbnails all look the same because you keep reaching for the same template
  • ·You need two genuinely different concepts to A/B test — not 20 variations of the same idea
  • ·Your niche is no-face (cooking top-down, tech, ASMR) and the usual face-shot advice doesn't apply
  • ·You're designing for a non-YouTube surface and need the conventions adapted

Example

Trigger

User: 'YouTube video — How I built a £10k/month freelance business in 12 months. Solo creator, I appear on camera.'

Output

5 concepts, each on a different mechanism. CONCEPT 1: The Disbelief Reaction (Curiosity Gap) Composition: face on right third, mouth slightly open, looking at a laptop screen we can't see. Text overlay (top-left): "£0 → £10k/mo" Colour: dark navy background, bright yellow text, skin tones pop. Why: viewer needs to know what's on the screen. Mobile check: 4 chars + arrow reads fine at 120px. CONCEPT 2: Cheap vs Expensive Split (Contrast) Left side: stock "freelance grind" image, desaturated. Right side: same person, looking calm, with a calendar. Text overlay (centre seam): "the difference" Why: visual conflict — the eye chases the seam. + CONCEPT 3-5, A/B test recommendation, thumbnail-title pairings, execution checklist.

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What you get

  • 129-line SKILL.md, ready to drop into ~/.claude/skills/
  • Tested through 3 Karpathy-loop iterations (versions v1.0.0 → v1.3.0)
  • Triggers automatically when relevant — no command to remember
  • Lifetime updates as the skill is refined further

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