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agent-skills/sn-infographic/references/layout-style-selection.md
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Layout & Style Selection Rules

Resolved by the Worker Agent's own reasoning — no additional LLM call required.

Step 1 — Layout Candidates (by data_type)

Analyze the information structure of user_prompt, determine the data_type, and map to layout candidates. Each data_type has a primary (match_score=1.0) and alternatives (match_score=0.7).

data_type Primary Layout Alternative Layouts
timeline / history linear-progression winding-roadmap, step-staircase, one-way-flow, flashback
process / tutorial linear-progression winding-roadmap, step-staircase, swimlane, modular-repetition, funnel, one-way-flow
comparison binary-comparison four-quadrant-grid, conflict-contrast
hierarchy hierarchical-layers axial-expansion, deconstruction
relationships hub-spoke jigsaw, multi-focal, venn-diagram
data / metrics dashboard periodic-table, data-landscape, hard-alignment, swiss-grid
cycle / loop circular-flow s-curve, wave-path, spiral-vortex
system / structure structural-breakdown multi-scale, containerization, deconstruction
journey / narrative winding-roadmap story-mountain, comic-strip, emotional-gradient, storyboard, flashback, full-illustration, one-way-flow, left-image-right-text, diagonal-composition, overlapping
overview / summary bento-grid periodic-table, containerization, top-image-bottom-text, panorama, golden-ratio-split
problem / solution iceberg conflict-contrast, visual-tension, funnel, bridge
categories / collection periodic-table bento-grid, tile-layout, gallery-style, skewed-grid
spatial / geographic multi-scale strong-perspective, panorama, isometric-map
cross-functional / workflow swimlane linear-progression, modular-repetition
feature list / catalog modular-repetition bento-grid, containerization, left-text-right-image
single concept spotlight single-focal-point big-typography, ultra-minimalist, header-body, center-focus, frame-composition, full-bleed-image, visual-first, single-object-art, macro-closeup, golden-ratio-split, deconstruction, heading-subheading, top-image-bottom-text, generous-margins, asymmetry, edge-tension, breaking-the-grid, strong-perspective
dialogue / Q&A speech-bubbles character-guide, comic-strip
discovery / exploration nonlinear-path scene-unfolding, random-scatter, disrupted-flow, collage-glitch, hidden-details
network / multi-center multi-focal hub-spoke, multi-directional
report / long-form header-body swiss-grid, hard-alignment, heading-subheading, editorial-vogue, chapter-layout
marketing / CTA z-pattern tile-layout, luxury-layout, editorial-vogue, generous-margins, full-bleed-image, visual-first, center-focus, frame-composition, overlapping, asymmetry, edge-tension, breaking-the-grid, skewed-grid, diagonal-composition, visual-tension, collage-glitch

Step 2 — Style Candidates (by tone / domain, independent of layout)

Analyze the tone and domain of user_prompt, and map to style candidates. Each context has a primary (match_score=1.0) and alternatives (match_score=0.7).

Context Primary Style Alternative Styles
Technical / Engineering technical-schematic ikea-manual, ui-wireframe, technical-diagram, parametric-design, subway-map
Software / Product / Tech brand tech-brand material-design, corporate-memphis, ui-wireframe, parametric-design
Sci-fi / Futuristic neon-futurism cyberpunk, sci-fi-ui, synthwave, holographic, liquid-metal, vaporwave
Professional / Business corporate-memphis swiss-style, minimalism, flat-design, bauhaus, high-contrast-ad
Data / Analytics data-visualization technical-diagram, swiss-style, minimalism, subway-map, parametric-design
Educational / Instructional chalkboard instructional-visual, ikea-manual, paper-collage, bauhaus
Playful / Casual / Kids paper-collage crayon-hand-drawn, cartoon-flat, kawaii, lego-brick, screen-print
Luxury / Premium / Fashion luxury-minimal art-deco, fashion-editorial, art-nouveau, liquid-metal
Chinese domain chinese-guochao modern-ink-wash
Japanese domain ukiyo-e kawaii
Vintage / Retro aged-academia vintage-poster, newspaper-collage, woodcut, art-nouveau, screen-print, vaporwave
Artistic / Fine art impressionism expressionism, cubism, baroque, surrealism, art-nouveau
Handmade / Craft paper-collage crayon-hand-drawn, storybook-watercolor, claymation, origami, screen-print
Illustration / Drawing pen-sketch line-drawing, marker-style, thick-paint, monochrome-illustration
Experimental / Avant-garde deconstructivism glitch-art, op-art, geometric-burst, fractal-art, surreal-collage, parametric-design, vaporwave
Scandinavian / Minimal scandinavian minimalism, swiss-style, luxury-minimal, bauhaus
Playful / Geometric origami pixel-art, knolling, lego-brick, bauhaus
Photography / Mixed mixed-media film-photography, double-exposure, newspaper-collage
Marketing / Advertising high-contrast-ad screen-print, flat-design, corporate-memphis
Futuristic / Luxury Tech liquid-metal neon-futurism, holographic, parametric-design
Internet / Youth Culture vaporwave glitch-art, cyberpunk, pixel-art

Step 3 — Random Sampling

Layout and style are sampled independently using the same process:

  1. Build a weighted candidate pool: repeat the primary item 10 times, each alternative item 9 times, then randomly pick 3 items from all available options outside the current data_type / context and repeat each 1 time, then merge into the candidate pool
  2. Shuffle the pool with bash shuf and take the first item as the result:
LAYOUT=$(printf '%s\n' "${LAYOUT_POOL[@]}" | shuf | head -1)
STYLE=$(printf '%s\n' "${STYLE_POOL[@]}" | shuf | head -1)

The weighting gives primary and alternatives roughly equal win probability (~10:9), with non-matching items having a combined win probability of ~10%.

Fallback

If data_type or context cannot be determined, use hub-spoke + corporate-memphis.