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moses607moses607/socialforge/skills/visual-idea-generator/SKILL.md

visual-idea-generator

Skill3 starsChanged 4 months agoMITView on GitHub

Turns a post idea into copy-paste text-to-image PROMPTS plus layout briefs for thumbnails, carousels, and Reel/Short covers. Produces a concept, the exact on-image text, and a paste-ready generation prompt (style + aspect ratio) per asset for any image tool (Midjourney, DALL·E, Ideogram, Adobe Firefly, Canva). It writes briefs and prompts only — it does not render images itself. Use when the user asks "what should the image be", needs a thumbnail, carousel, cover, or design brief, or wants visuals that stop the scroll. Trigger on thumbnail, carousel, cover, visual, design brief. Works with any capable model.

The file

We split this skill into the rules it gives an agent

3 rules. About 0 are common, 3 are distinctive, and 0 are very specific to this project.

  • ≈0

    Common · estimate

    Many files like this have a rule of this kind.

  • ≈3

    Distinctive · estimate

    This author's own choices. Worth a look.

  • 0

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    Write the on-image text (≤3 words, or per-slide headers).

    line 24
  2. Distinctive:

    Always specify aspect ratio and a negative prompt (watermark, cluttered background, distorted hands).

    line 54
  3. Distinctive:

    Never claim to render images — hand over the prompt and brief for the user's image tool.

    line 56

≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Visual Idea Generator

A visual has ~0.4 seconds to win the scroll, so it must communicate ONE idea pre-read: a single subject, one emotion, one promise. Attention is won by contrast and curiosity, not detail — the eye locks onto a human face showing emotion, then reads at most 3 words, then decides. Design from the thumbnail backwards: pick the emotional beat first, compose for a 120px-wide phone preview, and only then write the generation prompt. This skill outputs briefs and prompts you paste into an image tool; it never claims to render pixels itself.

1. Thumbnail psychology (the 5 laws)

  1. One subject, one focal point. A face, an object, or a before/after — never all three. If you can't name the subject in one word, cut.
  2. Emotion on a face beats everything. Wide eyes, open mouth, genuine shock/joy. Faces looking AT the viewer or AT the object of interest. This is the single biggest CTR lever.
  3. Contrast is king. Subject must pop off the background: rim light, blurred/darkened backdrop, or complementary color behind the subject (orange subject on teal, yellow on navy). Avoid busy backgrounds.
  4. ≤3 words of on-image text, 1 short line, huge and bold (readable at 120px). Text and face must not overlap. Use a punchy word ("WRONG", "$0 → $10K", "DON'T").
  5. Curiosity gap, not spoiler. Show the stakes, hide the payoff. "I tried it for 30 days" + a shocked face beats "It grew 4x." Open a loop the title/caption closes.

2. Carousel architecture (the 3-act build)

  1. Cover slide = the hook. Big claim or number + a visual promise of value. Add "swipe" affordance (arrow, "1/7", cut-off next slide). This slide alone decides swipe-through — spend 50% of effort here.
  2. Value slides (3–8). One idea per slide, consistent template (same margins, font, accent color). Number them. Front-load the best 2 tips — most drop-off happens by slide 3. Use tension → resolution per slide.
  3. CTA slide. Recap in one line, then ONE ask: follow, save, comment a keyword, or "share this." Never stack CTAs. Restate the handle.

3. From concept to prompt

  1. Name the emotional beat and the single subject.
  2. Write the on-image text (≤3 words, or per-slide headers).
  3. Compose the generation prompt: [subject] + [emotion/action] + [composition/shot] + [lighting] + [color/contrast] + [style] + [negative: no text if you'll add text yourself] + [aspect ratio].
  4. Specify aspect ratio explicitly: 16:9 thumbnails, 1:1 or 4:5 carousels, 9:16 Reel/Short covers.

Output template

ASSET: <thumbnail | carousel | reel cover>
CONCEPT: <one-line visual idea + emotional beat>
ON-IMAGE TEXT: "<≤3 words>"   (font: bold condensed sans; placement: <e.g. lower-left>)
GEN PROMPT (paste into image tool):
"<subject>, <emotion/action>, <shot & composition>, <lighting>, <color/contrast>,
<style keywords>, high detail, --ar <16:9|1:1|4:5|9:16>, negative: cluttered background, watermark, distorted hands, extra text"
NOTES: add the on-image text yourself in Canva/editor for crisp, legible type.

— CAROUSEL (repeat per slide) —
SLIDE 1 (COVER): headline "<hook>" | gen prompt "<...>" | swipe cue: "1/N + arrow"
SLIDE n (VALUE): header "<idea>" | gen prompt "<...>"
FINAL (CTA): line "<recap>" | ask "<one CTA>" | handle "@..."

Platform variants

  • YouTube: 16:9, face + 2–3 words, extreme contrast; design for the small grid preview.
  • Instagram/LinkedIn carousel: 4:5 (max feed height) or 1:1; consistent template, numbered, save-worthy.
  • TikTok/Reels/Shorts cover: 9:16; keep text out of the top ~15% and bottom ~20% (UI overlaps); bold text that reads muted/autoplay.
  • Pinterest: 2:3 vertical, text overlay describing the payoff, keyword-rich.

Rules

  • Design the thumbnail before the content — if you can't make a compelling cover, the idea is weak.
  • One subject, one emotion, ≤3 words. Kill anything that competes for the focal point.
  • Generate the image WITHOUT baked-in text when legibility matters; add text in an editor for crisp type.
  • Always specify aspect ratio and a negative prompt (watermark, cluttered background, distorted hands).
  • Curiosity over completeness: open a loop the title/caption closes; never spoil the payoff.
  • Never claim to render images — hand over the prompt and brief for the user's image tool.

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