Install the belt CLI skill: npx skills add belt-sh/cli
Book Cover Design
Create genre-appropriate book covers with AI image generation via inference.sh CLI.
Quick Start
Requires inference.sh CLI (belt). Install instructions
belt login
# Generate a thriller cover concept
belt app run falai/flux-dev-lora --input '{
"prompt": "dark moody book cover art, lone figure standing at end of a rain-soaked alley, dramatic chiaroscuro lighting, noir atmosphere, cinematic, high contrast shadows",
"width": 832,
"height": 1248
}'
Genre Conventions
Readers judge books by covers. Matching genre expectations is critical — a romance reader will skip a cover that looks like sci-fi, regardless of content.
Fiction
| Genre |
Palette |
Imagery |
Typography |
Mood |
| Thriller/Mystery |
Dark (black, navy, blood red) |
Lone figure, urban scenes, shadows |
Bold sans-serif, all caps |
Tense, ominous |
| Romance |
Warm (pink, red, gold, soft purple) |
Couples, flowers, scenic backdrops |
Script/cursive, elegant serif |
Passionate, dreamy |
| Sci-Fi |
Cool (blue, teal, purple, silver) |
Space, tech, geometric shapes |
Clean sans-serif, futuristic |
Vast, technological |
| Fantasy |
Rich saturated (emerald, crimson, gold) |
Swords, magic, landscapes, creatures |
Decorative serif, ornamental |
Epic, magical |
| Literary Fiction |
Muted, sophisticated |
Abstract, minimal, symbolic |
Elegant serif, understated |
Thoughtful, artistic |
| Horror |
Dark with high contrast pops |
Faces, shadows, isolation, decay |
Distressed, bold, dripping |
Dread, unease |
| Historical |
Sepia, muted period-accurate |
Period clothing, architecture, artifacts |
Classical serif |
Nostalgic, authentic |
Non-Fiction
| Category |
Style |
Imagery |
Typography |
| Business/Self-help |
Clean, bold, 2-3 colors |
Minimal or none, icon optional |
Large bold sans-serif title |
| Memoir |
Personal, warm |
Author photo or atmospheric scene |
Mix of serif and sans |
| Science/Academic |
Professional, structured |
Diagrams, abstract visuals |
Clean serif, structured layout |
| Cookbook |
Appetizing, bright |
Hero food photograph |
Warm, inviting fonts |
| Travel |
Vibrant, aspirational |
Destination photography |
Adventure-style fonts |
Cover Sizing
Print (Trim Sizes)
| Format |
Dimensions |
Common For |
| Mass market paperback |
4.25 x 6.87" |
Genre fiction |
| Trade paperback |
5.5 x 8.5" |
Most fiction/non-fiction |
| Standard |
6 x 9" |
Non-fiction, textbooks |
| Large format |
7 x 10" |
Coffee table, art books |
Digital
| Platform |
Cover Size |
Aspect Ratio |
| Amazon Kindle |
2560 x 1600 px (min 1000 x 625) |
1.6:1 |
| Apple Books |
1400 x 1873 px minimum |
~3:4 |
| General ebook |
2500 x 3750 px |
2:3 |
Spine Width
Approximate: page count / 400 = spine width in inches (varies by paper stock).
- 200 pages ≈ 0.5" spine
- 400 pages ≈ 1.0" spine
Layout Zones
┌─────────────────────────┐
│ TITLE ZONE │ ← Top 1/3: Title must be readable here
│ (largest text) │ This is what shows in thumbnails
│ │
│ │
│ MAIN IMAGE │ ← Middle: Core visual/illustration
│ ZONE │ The emotional hook
│ │
│ │
│ SUBTITLE / │ ← Bottom area: Author name, subtitle
│ AUTHOR ZONE │ Smaller text, less critical at thumbnail
└─────────────────────────┘
The Thumbnail Test
Your cover will be seen at 80x120px on Amazon, 60x90px in search results, and ~40x60px on mobile grids.
At thumbnail size, readers must be able to identify:
- The genre (from color and composition)
- The title (if large enough)
- The mood (from imagery)
Test: shrink your cover to 80px wide. If you can't read the title or identify the genre, redesign.
Prompting by Genre
Thriller
belt app run falai/flux-dev-lora --input '{
"prompt": "dark cinematic book cover scene, silhouette of a person standing before a foggy bridge at night, single streetlamp casting long shadows, noir atmosphere, high contrast, desaturated blue tint, dramatic tension",
"width": 832,
"height": 1248
}'
Romance
belt app run bytedance/seedream-4-5 --input '{
"prompt": "romantic soft-focus scene, couple silhouetted against golden sunset on a beach, warm pink and gold tones, bokeh lights, dreamy atmosphere, soft pastel sky, intimate mood",
"size": "2K"
}'
Sci-Fi
belt app run falai/flux-dev-lora --input '{
"prompt": "science fiction book cover art, massive space station orbiting a ringed planet, deep blue and teal color palette, stars and nebula background, hard sci-fi aesthetic, cinematic scale, clean geometric architecture",
"width": 832,
"height": 1248
}'
Fantasy
belt app run xai/grok-imagine-image-pro --input '{
"prompt": "epic fantasy book cover illustration, ancient stone castle on a cliff overlooking a misty valley, magical aurora in the sky, rich emerald and gold colors, detailed environment, sense of wonder and adventure",
"aspect_ratio": "2:3"
}'
Non-Fiction / Business
belt app run falai/flux-dev-lora --input '{
"prompt": "minimal abstract book cover background, clean gradient from deep navy to white, subtle geometric pattern, professional and modern, negative space, corporate aesthetic",
"width": 832,
"height": 1248
}'
Typography Rules
AI cannot render text reliably. Generate the cover art/background with AI, then add typography in a design tool.
Title Hierarchy
- Title — largest, most prominent, top 1/3 of cover
- Subtitle — smaller, below title or at bottom
- Author name — bottom of cover, size depends on author recognition
Font Pairing by Genre
- Thriller: bold sans-serif title + condensed sans-serif author
- Romance: script/cursive title + elegant serif author
- Sci-Fi: geometric sans-serif for both
- Fantasy: decorative/medieval serif title + clean serif author
- Business: heavy bold sans-serif title + light sans-serif subtitle
Iteration Workflow
# 1. Generate 5+ concepts across different models
belt app run falai/flux-dev-lora --input '{"prompt": "...", "width": 832, "height": 1248}' --no-wait
belt app run bytedance/seedream-4-5 --input '{"prompt": "..."}' --no-wait
belt app run xai/grok-imagine-image-pro --input '{"prompt": "...", "aspect_ratio": "2:3"}' --no-wait
# 2. Refine best concept with image-to-image editing
belt app run bytedance/seededit-3-0-i2i --input '{
"prompt": "make the sky more dramatic with storm clouds, increase contrast",
"image": "path/to/best-concept.png"
}'
# 3. Upscale for print quality
belt app run falai/topaz-image-upscaler --input '{
"image": "path/to/final-cover.png",
"scale": 4
}'
Common Mistakes
| Mistake |
Problem |
Fix |
| Wrong genre signals |
Readers skip it |
Study bestsellers in your genre |
| Title too small |
Invisible at thumbnail |
Title should fill top 1/3 |
| Too much detail |
Muddy at small sizes |
Simplify, use negative space |
| AI-generated text |
Garbled letters |
Add text in design tool |
| Centered everything |
Static, boring |
Use asymmetry intentionally |
| Following trends blindly |
Dates quickly |
Classic genre conventions endure |
Checklist
Related Skills
npx skills add inference-sh/skills@ai-image-generation
npx skills add inference-sh/skills@prompt-engineering
npx skills add inference-sh/skills@image-upscaling
Browse all apps: belt app store
---
name: book-cover-design
description: Design genre-appropriate book covers using AI image generation, with guidance on typography, sizing, and thumbnail testing for self-publishing and print.
---
> **Install the belt CLI skill:** `npx skills add belt-sh/cli`
# Book Cover Design
Create genre-appropriate book covers with AI image generation via [inference.sh](https://inference.sh) CLI.
## Quick Start
> Requires inference.sh CLI (`belt`). [Install instructions](https://raw.githubusercontent.com/inference-sh/skills/refs/heads/main/cli-install.md)
```bash
belt login
# Generate a thriller cover concept
belt app run falai/flux-dev-lora --input '{
"prompt": "dark moody book cover art, lone figure standing at end of a rain-soaked alley, dramatic chiaroscuro lighting, noir atmosphere, cinematic, high contrast shadows",
"width": 832,
"height": 1248
}'
```
## Genre Conventions
Readers judge books by covers. Matching genre expectations is critical — a romance reader will skip a cover that looks like sci-fi, regardless of content.
### Fiction
| Genre | Palette | Imagery | Typography | Mood |
|-------|---------|---------|------------|------|
| **Thriller/Mystery** | Dark (black, navy, blood red) | Lone figure, urban scenes, shadows | Bold sans-serif, all caps | Tense, ominous |
| **Romance** | Warm (pink, red, gold, soft purple) | Couples, flowers, scenic backdrops | Script/cursive, elegant serif | Passionate, dreamy |
| **Sci-Fi** | Cool (blue, teal, purple, silver) | Space, tech, geometric shapes | Clean sans-serif, futuristic | Vast, technological |
| **Fantasy** | Rich saturated (emerald, crimson, gold) | Swords, magic, landscapes, creatures | Decorative serif, ornamental | Epic, magical |
| **Literary Fiction** | Muted, sophisticated | Abstract, minimal, symbolic | Elegant serif, understated | Thoughtful, artistic |
| **Horror** | Dark with high contrast pops | Faces, shadows, isolation, decay | Distressed, bold, dripping | Dread, unease |
| **Historical** | Sepia, muted period-accurate | Period clothing, architecture, artifacts | Classical serif | Nostalgic, authentic |
### Non-Fiction
| Category | Style | Imagery | Typography |
|----------|-------|---------|------------|
| **Business/Self-help** | Clean, bold, 2-3 colors | Minimal or none, icon optional | Large bold sans-serif title |
| **Memoir** | Personal, warm | Author photo or atmospheric scene | Mix of serif and sans |
| **Science/Academic** | Professional, structured | Diagrams, abstract visuals | Clean serif, structured layout |
| **Cookbook** | Appetizing, bright | Hero food photograph | Warm, inviting fonts |
| **Travel** | Vibrant, aspirational | Destination photography | Adventure-style fonts |
## Cover Sizing
### Print (Trim Sizes)
| Format | Dimensions | Common For |
|--------|-----------|------------|
| Mass market paperback | 4.25 x 6.87" | Genre fiction |
| Trade paperback | 5.5 x 8.5" | Most fiction/non-fiction |
| Standard | 6 x 9" | Non-fiction, textbooks |
| Large format | 7 x 10" | Coffee table, art books |
### Digital
| Platform | Cover Size | Aspect Ratio |
|----------|-----------|--------------|
| Amazon Kindle | 2560 x 1600 px (min 1000 x 625) | 1.6:1 |
| Apple Books | 1400 x 1873 px minimum | ~3:4 |
| General ebook | 2500 x 3750 px | 2:3 |
### Spine Width
Approximate: **page count / 400 = spine width in inches** (varies by paper stock).
- 200 pages ≈ 0.5" spine
- 400 pages ≈ 1.0" spine
## Layout Zones
```
┌─────────────────────────┐
│ TITLE ZONE │ ← Top 1/3: Title must be readable here
│ (largest text) │ This is what shows in thumbnails
│ │
│ │
│ MAIN IMAGE │ ← Middle: Core visual/illustration
│ ZONE │ The emotional hook
│ │
│ │
│ SUBTITLE / │ ← Bottom area: Author name, subtitle
│ AUTHOR ZONE │ Smaller text, less critical at thumbnail
└─────────────────────────┘
```
## The Thumbnail Test
Your cover will be seen at **80x120px** on Amazon, 60x90px in search results, and ~40x60px on mobile grids.
**At thumbnail size, readers must be able to identify:**
1. The genre (from color and composition)
2. The title (if large enough)
3. The mood (from imagery)
**Test:** shrink your cover to 80px wide. If you can't read the title or identify the genre, redesign.
## Prompting by Genre
### Thriller
```bash
belt app run falai/flux-dev-lora --input '{
"prompt": "dark cinematic book cover scene, silhouette of a person standing before a foggy bridge at night, single streetlamp casting long shadows, noir atmosphere, high contrast, desaturated blue tint, dramatic tension",
"width": 832,
"height": 1248
}'
```
### Romance
```bash
belt app run bytedance/seedream-4-5 --input '{
"prompt": "romantic soft-focus scene, couple silhouetted against golden sunset on a beach, warm pink and gold tones, bokeh lights, dreamy atmosphere, soft pastel sky, intimate mood",
"size": "2K"
}'
```
### Sci-Fi
```bash
belt app run falai/flux-dev-lora --input '{
"prompt": "science fiction book cover art, massive space station orbiting a ringed planet, deep blue and teal color palette, stars and nebula background, hard sci-fi aesthetic, cinematic scale, clean geometric architecture",
"width": 832,
"height": 1248
}'
```
### Fantasy
```bash
belt app run xai/grok-imagine-image-pro --input '{
"prompt": "epic fantasy book cover illustration, ancient stone castle on a cliff overlooking a misty valley, magical aurora in the sky, rich emerald and gold colors, detailed environment, sense of wonder and adventure",
"aspect_ratio": "2:3"
}'
```
### Non-Fiction / Business
```bash
belt app run falai/flux-dev-lora --input '{
"prompt": "minimal abstract book cover background, clean gradient from deep navy to white, subtle geometric pattern, professional and modern, negative space, corporate aesthetic",
"width": 832,
"height": 1248
}'
```
## Typography Rules
**AI cannot render text reliably.** Generate the cover art/background with AI, then add typography in a design tool.
### Title Hierarchy
1. **Title** — largest, most prominent, top 1/3 of cover
2. **Subtitle** — smaller, below title or at bottom
3. **Author name** — bottom of cover, size depends on author recognition
### Font Pairing by Genre
- Thriller: bold sans-serif title + condensed sans-serif author
- Romance: script/cursive title + elegant serif author
- Sci-Fi: geometric sans-serif for both
- Fantasy: decorative/medieval serif title + clean serif author
- Business: heavy bold sans-serif title + light sans-serif subtitle
## Iteration Workflow
```bash
# 1. Generate 5+ concepts across different models
belt app run falai/flux-dev-lora --input '{"prompt": "...", "width": 832, "height": 1248}' --no-wait
belt app run bytedance/seedream-4-5 --input '{"prompt": "..."}' --no-wait
belt app run xai/grok-imagine-image-pro --input '{"prompt": "...", "aspect_ratio": "2:3"}' --no-wait
# 2. Refine best concept with image-to-image editing
belt app run bytedance/seededit-3-0-i2i --input '{
"prompt": "make the sky more dramatic with storm clouds, increase contrast",
"image": "path/to/best-concept.png"
}'
# 3. Upscale for print quality
belt app run falai/topaz-image-upscaler --input '{
"image": "path/to/final-cover.png",
"scale": 4
}'
```
## Common Mistakes
| Mistake | Problem | Fix |
|---------|---------|-----|
| Wrong genre signals | Readers skip it | Study bestsellers in your genre |
| Title too small | Invisible at thumbnail | Title should fill top 1/3 |
| Too much detail | Muddy at small sizes | Simplify, use negative space |
| AI-generated text | Garbled letters | Add text in design tool |
| Centered everything | Static, boring | Use asymmetry intentionally |
| Following trends blindly | Dates quickly | Classic genre conventions endure |
## Checklist
- [ ] Genre instantly recognizable from colors and composition
- [ ] Title readable at 80px wide (thumbnail test)
- [ ] No AI-generated text on cover
- [ ] Works in both color and greyscale
- [ ] Correct dimensions for target platform
- [ ] Author name visible but not competing with title
- [ ] High resolution (300 DPI for print, 2500px+ for digital)
- [ ] Spine text readable (for print)
## Related Skills
```bash
npx skills add inference-sh/skills@ai-image-generation
npx skills add inference-sh/skills@prompt-engineering
npx skills add inference-sh/skills@image-upscaling
```
Browse all apps: `belt app store`