Design & media

Book Cover Design

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Book cover design with genre-specific conventions, typography rules, and AI image generation. Covers fiction and non-fiction genres, sizing, thumbnail testin...

What it does

Create genre-appropriate book covers with AI image generation via inference.sh CLI.

The skill document

Book Cover Design

Create genre-appropriate book covers with AI image generation via inference.sh CLI.

Quick Start

curl -fsSL https://cli.inference.sh | sh && infsh login

# Generate a thriller cover concept
infsh 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
}'

Install note: The install script only detects your OS/architecture, downloads the matching binary from dist.inference.sh, and verifies its SHA-256 checksum. No elevated permissions or background processes. Manual install & verification available.

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

GenrePaletteImageryTypographyMood
Thriller/MysteryDark (black, navy, blood red)Lone figure, urban scenes, shadowsBold sans-serif, all capsTense, ominous
RomanceWarm (pink, red, gold, soft purple)Couples, flowers, scenic backdropsScript/cursive, elegant serifPassionate, dreamy
Sci-FiCool (blue, teal, purple, silver)Space, tech, geometric shapesClean sans-serif, futuristicVast, technological
FantasyRich saturated (emerald, crimson, gold)Swords, magic, landscapes, creaturesDecorative serif, ornamentalEpic, magical
Literary FictionMuted, sophisticatedAbstract, minimal, symbolicElegant serif, understatedThoughtful, artistic
HorrorDark with high contrast popsFaces, shadows, isolation, decayDistressed, bold, drippingDread, unease
HistoricalSepia, muted period-accuratePeriod clothing, architecture, artifactsClassical serifNostalgic, authentic

Non-Fiction

CategoryStyleImageryTypography
Business/Self-helpClean, bold, 2-3 colorsMinimal or none, icon optionalLarge bold sans-serif title
MemoirPersonal, warmAuthor photo or atmospheric sceneMix of serif and sans
Science/AcademicProfessional, structuredDiagrams, abstract visualsClean serif, structured layout
CookbookAppetizing, brightHero food photographWarm, inviting fonts
TravelVibrant, aspirationalDestination photographyAdventure-style fonts

Cover Sizing

FormatDimensionsCommon For
Mass market paperback4.25 x 6.87"Genre fiction
Trade paperback5.5 x 8.5"Most fiction/non-fiction
Standard6 x 9"Non-fiction, textbooks
Large format7 x 10"Coffee table, art books

Digital

PlatformCover SizeAspect Ratio
Amazon Kindle2560 x 1600 px (min 1000 x 625)1.6:1
Apple Books1400 x 1873 px minimum~3:4
General ebook2500 x 3750 px2:3

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

infsh 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

infsh 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

infsh 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

infsh 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

infsh 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

# 1. Generate 5+ concepts across different models
infsh app run falai/flux-dev-lora --input '{"prompt": "...", "width": 832, "height": 1248}' --no-wait
infsh app run bytedance/seedream-4-5 --input '{"prompt": "..."}' --no-wait
infsh app run xai/grok-imagine-image-pro --input '{"prompt": "...", "aspect_ratio": "2:3"}' --no-wait

# 2. Refine best concept with image-to-image editing
infsh 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
infsh app run falai/topaz-image-upscaler --input '{
  "image": "path/to/final-cover.png",
  "scale": 4
}'

Common Mistakes

MistakeProblemFix
Wrong genre signalsReaders skip itStudy bestsellers in your genre
Title too smallInvisible at thumbnailTitle should fill top 1/3
Too much detailMuddy at small sizesSimplify, use negative space
AI-generated textGarbled lettersAdd text in design tool
Centered everythingStatic, boringUse asymmetry intentionally
Following trends blindlyDates quicklyClassic 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)
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: infsh app list

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