Skip to main content 홈 크리에이터 curiositech some_claude_skills collage-layout-expert
collage-layout-expert Expert in ALL computational collage composition: photo mosaics, grid layouts, scrapbook/journal styles, magazine editorial, vision boards, mood boards, social media collages, memory walls, abstract/generative arrangements, and art-historical techniques (Hockney joiners, Dadaist photomontage, Surrealist assemblage, Rauschenberg combines). Masters edge-based assembly, Poisson blending, optimal transport color harmonization, and aesthetic optimization. Activate on 'collage', 'photo mosaic', 'grid layout', 'scrapbook', 'vision board', 'mood board', 'photo wall', 'magazine layout', 'Hockney', 'joiner', 'photomontage'. NOT for simple image editing (use native-app-designer), generating new images (use Stability AI), single photo enhancement (use photo-composition-critic), or basic image similarity search (use clip-aware-embeddings).
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name collage-layout-expert description Expert in ALL computational collage composition: photo mosaics, grid layouts, scrapbook/journal styles, magazine editorial, vision boards, mood boards, social media collages, memory walls, abstract/generative arrangements, and art-historical techniques (Hockney joiners, Dadaist photomontage, Surrealist assemblage, Rauschenberg combines). Masters edge-based assembly, Poisson blending, optimal transport color harmonization, and aesthetic optimization. Activate on 'collage', 'photo mosaic', 'grid layout', 'scrapbook', 'vision board', 'mood board', 'photo wall', 'magazine layout', 'Hockney', 'joiner', 'photomontage'. NOT for simple image editing (use native-app-designer), generating new images (use Stability AI), single photo enhancement (use photo-composition-critic), or basic image similarity search (use clip-aware-embeddings). allowed-tools Read,Write,Edit,Bash,mcp__stability-ai__stability-ai-generate-image,mcp__firecrawl__firecrawl_search,WebFetch metadata {"category":"Design & Creative","pairs-with":[{"skill":"color-theory-palette-harmony-expert","reason":"Harmonize colors across collage"},{"skill":"photo-composition-critic","reason":"Ensure aesthetic quality of result"}],"tags":["collage","layout","photo-mosaic","composition","blending"]}
Collage & Layout Composition Expert
Expert in ALL forms of computational collage composition - from Instagram grids to Hockney joiners, from magazine layouts to generative art.
When to Use This Skill
✅ Use for:
Grid Collages : Instagram profiles, regular layouts, tiled compositions
Photo Mosaics : Small images forming larger pictures
Hockney-Style Joiners : Multi-perspective photographic assemblies
Scrapbook/Journal : Mixed media with text, frames, embellishments
Magazine/Editorial : Professional layouts with text integration
Vision/Mood Boards : Inspiration collections, design references
Memory Walls : Scattered Polaroid-style arrangements
Social Media : Stories, carousel previews, profile grids
Abstract/Generative : Algorithmic and procedural arrangements
Art-Historical : Dadaist, Surrealist, Pop Art styles
Simple image editing → native-app-designer
Generating new images → Stability AI
Single photo quality → photo-composition-critic
Image similarity search → clip-aware-embeddings
Color palette extraction → color-theory-palette-harmony-expert
Expert vs Novice Shibboleths Topic Novice Expert Layout "Just arrange randomly" Visual weight, balance, golden ratio Blending Hard edges or simple feather Poisson blending preserves gradients Color "Match colors manually" Optimal transport; LAB space advantages Composition Fills all space Negative space as design element Scale Same size for everything Varies scale for hierarchy Mosaic "More tiles = better" Tile size vs. recognition tradeoff Hockney "Stitch seamlessly" Imperfection IS the technique
Decision Tree: Choosing a Style
Systematic display → Grid Collage
Artistic portrait from photos → Photo Mosaic
Personal memories → Scrapbook or Memory Wall
Design inspiration → Mood Board
Professional/publication → Magazine Layout
Social media → Social Templates
Art project → Hockney/Dadaist/Surrealist
Clean, modern → Grid with tight gutters
Nostalgic, warm → Polaroid scatter, vintage frames
Edgy, disruptive → Dadaist sharp cuts
Dreamy, surreal → Seamless Poisson blending
Cubist, intellectual → Hockney joiners
Core Algorithms (Summary) Algorithm Use Case Performance Edge-Based Assembly Hockney joiners 0.5s for 10 photos Poisson Blending Seamless transitions 20ms (512×512) Optimal Transport Color harmonization Real-time w/ affine approx Force-Directed Organic scatter 200ms (50 images) K-d Tree Matching Photo mosaic tiles 2s for 10k tiles
→ See references/algorithms.md for full implementations.
Anti-Patterns to Avoid
1. Ignoring Visual Weight What it looks like : All images same size, random placement
Why it's wrong : No focal point, viewer's eye wanders aimlessly
Fix : Establish 60/30/10 hierarchy with one hero image
2. Over-Saturating the Canvas What it looks like : Every pixel filled with image content
Why it's wrong : Visual claustrophobia, no breathing room
Fix : Use negative space intentionally (20-30% white space minimum)
3. Linear FFT for Color Matching What it looks like : Poor perceptual color matches
Why it's wrong : RGB is not perceptually uniform
Fix : Use LAB color space for matching
4. Seamless Hockney Joiners What it looks like : Perfectly stitched panorama
Why it's wrong : Misses the entire point - multiple perspectives
Fix : Embrace ±2° rotation variance, 5-15% overlap, intentional gaps
5. Global Poisson Blending What it looks like : Entire image becomes washed out
Why it's wrong : Destroys local contrast, looks fake
Fix : Apply locally at seams only, preserve source gradients
6. Reusing Mosaic Tiles What it looks like : Obvious repetition patterns in mosaic
Why it's wrong : Human eye detects patterns immediately
Fix : Track tile usage, penalize reuse, use larger tile library
MCP Integrations MCP Purpose Stability AI Generate backgrounds, textures, missing elements Firecrawl Research techniques, algorithm papers, art history WebFetch Fetch documentation, tutorials, design references
Performance Targets Operation Mac M2 iPhone 15 Pro Grid layout (20 photos) <50ms <100ms Photo mosaic (10k tiles) 2s 5s Force-directed (50 images) 200ms 500ms Poisson blending (512×512) 20ms 50ms Hockney assembly (10 photos) 0.5s 2s
References → references/collage-types.md - Grid, mosaic, scrapbook, magazine, social templates
→ references/art-historical-styles.md - Hockney, Dadaist, Surrealist, Rauschenberg
→ references/algorithms.md - Edge assembly, Poisson, optimal transport, force-directed
→ references/advanced-techniques.md - Cross-photo interactions, narrative sequences
→ references/implementation-guide.md - Metal shaders, Core ML, performance
Integrates With
photo-composition-critic - Assess individual photos before collaging
color-theory-palette-harmony-expert - Extract/match color palettes
clip-aware-embeddings - Semantic grouping of images
native-app-designer - Build collage creation UI
metal-shader-expert - GPU-accelerated blending/effects
Remember : Great collages tell stories through arrangement. Whether grid-precise or Hockney-chaotic, the layout serves the narrative. Master both the math and the art.