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STT,Technique,Category,Keywords,Description,When to Use,Syntax Example,Platforms,Tips
1,Emphasis Capitalization,Formatting,"caps, emphasis, important, critical, priority, MUST","Use ALL CAPS for critical requirements that must not be ignored","When specific elements are non-negotiable","MUST include blue sky. NEVER add watermarks. DO NOT modify face.","Nano Banana, DALL-E","Use sparingly - 2-3 emphasis points max; overuse dilutes impact"
2,Weighted Prompting,Control,"weight, emphasis, priority, stronger, weaker, balance","Assign numerical weights to prompt terms for relative importance","When balancing multiple elements or emphasizing specific aspects","(important term:1.3), (less important:0.7) OR cat::2 dog::1","SD, Flux, Midjourney","1.0 is default; 1.2-1.5 for emphasis; 0.5-0.8 to reduce; Midjourney uses :: syntax"
3,Negative Prompts,Refinement,"negative, avoid, exclude, remove, no, without, ban","Specify what to exclude from the generated image","To prevent common artifacts or unwanted elements","Negative: ugly, blurry, deformed, watermark, extra limbs","SD, Flux, Leonardo","Essential for SD/Flux; organize by category (anatomy, quality, style); keep concise"
4,Multi-Image Reference,Identity,"reference, identity lock, face match, style transfer, consistency","Use multiple images to maintain subject identity or style","For consistent character generation or style matching","Upload 6 object + 5 human refs (Nano Banana up to 14 images)","Nano Banana, Midjourney, SD","Collage multiple refs into single image for efficiency; specify which image for what purpose"
5,JSON Structured Prompts,Organization,"JSON, structured, organized, layered, metadata, schema","Use JSON format for complex, multi-layer prompt organization","For detailed scene descriptions with many parameters","{ ""subject"": {}, ""environment"": {}, ""camera"": {}, ""lighting"": {} }","Nano Banana, any","Helps organize complex prompts; include meta_data, subject_layer, environment_layer, composition_and_tech"
6,Narrative Description,Natural,"narrative, paragraph, story, descriptive, natural language","Write prompts as flowing paragraphs like briefing a photographer","For models that understand natural language well (32K+ context)","A professional portrait of a woman in her 30s, standing in an urban setting at golden hour...","Nano Banana, DALL-E","More effective than keyword lists for Gemini; include context, mood, and intention"
7,Photography Anchoring,Quality,"photography, camera, lens, DSLR, professional, shot","Use photography terms to anchor quality and realism","For photorealistic results and specific camera aesthetics","Captured with Canon EOS 90D, 85mm lens, f/1.8, shallow DOF, natural lighting","All platforms","Include camera model, lens, aperture, lighting setup; triggers photorealistic training data"
8,Color Precision,Accuracy,"hex, color code, precise color, #, RGB, specific color","Use hex color codes instead of vague color names","When exact colors are critical","Background: #9F2B68 (dark magenta) instead of 'dark magenta'","Nano Banana, any","Hex codes are unambiguous; include color name for context; use for brand colors"
9,Aspect Ratio Control,Composition,"aspect ratio, ar, dimensions, ratio, format, orientation","Specify exact aspect ratio for output dimensions","When specific dimensions are required","--ar 16:9 (Midjourney) OR aspect_ratio='16:9' (Nano Banana)","All platforms","Match platform requirements; 1:1 social, 9:16 stories, 16:9 widescreen, 21:9 cinematic"
10,Iterative Refinement,Workflow,"iteration, refine, version, variation, A/B test, improve","Generate variations and refine based on results","For achieving optimal results through multiple generations","Generate 4 variations → Select best → Refine weights → Upscale","All platforms","Start broad, narrow down; save seeds for reproducibility; document successful prompts"
11,Scene Layering,Composition,"foreground, midground, background, layers, depth, z-index","Describe scene in distinct depth layers","For complex scenes with depth","Foreground: cherry blossoms. Midground: person walking. Background: Mount Fuji at sunset.","All platforms","Creates visual depth; helps AI understand spatial relationships"
12,Style Mixing,Creative,"blend, mix, fusion, combine, hybrid, mashup","Combine multiple artistic styles","For unique hybrid aesthetics","Art nouveau meets cyberpunk, or '80s synthwave crossed with ukiyo-e woodblock print","Midjourney, SD, Nano Banana","Use 'meets', 'crossed with', 'fusion of'; weight styles if needed"
13,Negative Constraints,Safety,"NEVER, avoid, exclude, prohibit, ban, NO","Explicit statements of what must not appear","To prevent unwanted content or artifacts","NEVER include text or watermarks. DO NOT add any UI elements. Avoid red tones.","Nano Banana, DALL-E","More effective than negative prompts for some models; be specific and explicit"
14,Camera Movement (Video),Motion,"pan, tilt, dolly, tracking, crane, zoom, motion","Specify camera movements for video generation","For AI video generation","Slow dolly forward, then gentle pan right revealing the landscape. Fade to next scene.","Veo, video platforms","Use cinematography terms; specify speed and direction; include transitions"
15,Identity Lock,Consistency,"identity, face lock, same person, consistent, preserve","Techniques to maintain subject identity across generations","For consistent character representation","Use reference as EXACT facial reference. STRICT identity lock. NO face modification.","Nano Banana, SD (LoRA)","Upload clear reference; explicitly state preservation requirements; use JSON locks"
16,Multi-Panel Composition,Layout,"panel, grid, collage, multi-image, split, diptych","Request images with multiple panels or sections","For comics, comparisons, before/after","2x2 grid showing: [top-left description], [top-right description], [bottom-left], [bottom-right]","Nano Banana, Midjourney","Describe each panel clearly; maintain consistency across panels; specify layout (2x2, 1x3, etc.)"
17,Search Grounding,Real-time,"search, real-time, current, live data, grounding, factual","Enable real-time data for accurate current information","For current events, accurate data visualization","tools=[{'google_search': {}}] - enables real-time weather, charts, events","Nano Banana only","Use for infographics with current data; weather-accurate scenes; current event imagery"
18,Thinking Mode,Complex,"thinking, reasoning, complex, planning, elaborate","Enable AI reasoning for complex compositions","For intricate scenes requiring planning","Enable thinking mode for complex multi-character scenes with specific interactions","Nano Banana Pro only","Response includes part.thought; use for complex logic like 'kittens MUST have eyes matching fur'"
1 STT Technique Category Keywords Description When to Use Syntax Example Platforms Tips
2 1 Emphasis Capitalization Formatting caps, emphasis, important, critical, priority, MUST Use ALL CAPS for critical requirements that must not be ignored When specific elements are non-negotiable MUST include blue sky. NEVER add watermarks. DO NOT modify face. Nano Banana, DALL-E Use sparingly - 2-3 emphasis points max; overuse dilutes impact
3 2 Weighted Prompting Control weight, emphasis, priority, stronger, weaker, balance Assign numerical weights to prompt terms for relative importance When balancing multiple elements or emphasizing specific aspects (important term:1.3), (less important:0.7) OR cat::2 dog::1 SD, Flux, Midjourney 1.0 is default; 1.2-1.5 for emphasis; 0.5-0.8 to reduce; Midjourney uses :: syntax
4 3 Negative Prompts Refinement negative, avoid, exclude, remove, no, without, ban Specify what to exclude from the generated image To prevent common artifacts or unwanted elements Negative: ugly, blurry, deformed, watermark, extra limbs SD, Flux, Leonardo Essential for SD/Flux; organize by category (anatomy, quality, style); keep concise
5 4 Multi-Image Reference Identity reference, identity lock, face match, style transfer, consistency Use multiple images to maintain subject identity or style For consistent character generation or style matching Upload 6 object + 5 human refs (Nano Banana up to 14 images) Nano Banana, Midjourney, SD Collage multiple refs into single image for efficiency; specify which image for what purpose
6 5 JSON Structured Prompts Organization JSON, structured, organized, layered, metadata, schema Use JSON format for complex, multi-layer prompt organization For detailed scene descriptions with many parameters { "subject": {}, "environment": {}, "camera": {}, "lighting": {} } Nano Banana, any Helps organize complex prompts; include meta_data, subject_layer, environment_layer, composition_and_tech
7 6 Narrative Description Natural narrative, paragraph, story, descriptive, natural language Write prompts as flowing paragraphs like briefing a photographer For models that understand natural language well (32K+ context) A professional portrait of a woman in her 30s, standing in an urban setting at golden hour... Nano Banana, DALL-E More effective than keyword lists for Gemini; include context, mood, and intention
8 7 Photography Anchoring Quality photography, camera, lens, DSLR, professional, shot Use photography terms to anchor quality and realism For photorealistic results and specific camera aesthetics Captured with Canon EOS 90D, 85mm lens, f/1.8, shallow DOF, natural lighting All platforms Include camera model, lens, aperture, lighting setup; triggers photorealistic training data
9 8 Color Precision Accuracy hex, color code, precise color, #, RGB, specific color Use hex color codes instead of vague color names When exact colors are critical Background: #9F2B68 (dark magenta) instead of 'dark magenta' Nano Banana, any Hex codes are unambiguous; include color name for context; use for brand colors
10 9 Aspect Ratio Control Composition aspect ratio, ar, dimensions, ratio, format, orientation Specify exact aspect ratio for output dimensions When specific dimensions are required --ar 16:9 (Midjourney) OR aspect_ratio='16:9' (Nano Banana) All platforms Match platform requirements; 1:1 social, 9:16 stories, 16:9 widescreen, 21:9 cinematic
11 10 Iterative Refinement Workflow iteration, refine, version, variation, A/B test, improve Generate variations and refine based on results For achieving optimal results through multiple generations Generate 4 variations → Select best → Refine weights → Upscale All platforms Start broad, narrow down; save seeds for reproducibility; document successful prompts
12 11 Scene Layering Composition foreground, midground, background, layers, depth, z-index Describe scene in distinct depth layers For complex scenes with depth Foreground: cherry blossoms. Midground: person walking. Background: Mount Fuji at sunset. All platforms Creates visual depth; helps AI understand spatial relationships
13 12 Style Mixing Creative blend, mix, fusion, combine, hybrid, mashup Combine multiple artistic styles For unique hybrid aesthetics Art nouveau meets cyberpunk, or '80s synthwave crossed with ukiyo-e woodblock print Midjourney, SD, Nano Banana Use 'meets', 'crossed with', 'fusion of'; weight styles if needed
14 13 Negative Constraints Safety NEVER, avoid, exclude, prohibit, ban, NO Explicit statements of what must not appear To prevent unwanted content or artifacts NEVER include text or watermarks. DO NOT add any UI elements. Avoid red tones. Nano Banana, DALL-E More effective than negative prompts for some models; be specific and explicit
15 14 Camera Movement (Video) Motion pan, tilt, dolly, tracking, crane, zoom, motion Specify camera movements for video generation For AI video generation Slow dolly forward, then gentle pan right revealing the landscape. Fade to next scene. Veo, video platforms Use cinematography terms; specify speed and direction; include transitions
16 15 Identity Lock Consistency identity, face lock, same person, consistent, preserve Techniques to maintain subject identity across generations For consistent character representation Use reference as EXACT facial reference. STRICT identity lock. NO face modification. Nano Banana, SD (LoRA) Upload clear reference; explicitly state preservation requirements; use JSON locks
17 16 Multi-Panel Composition Layout panel, grid, collage, multi-image, split, diptych Request images with multiple panels or sections For comics, comparisons, before/after 2x2 grid showing: [top-left description], [top-right description], [bottom-left], [bottom-right] Nano Banana, Midjourney Describe each panel clearly; maintain consistency across panels; specify layout (2x2, 1x3, etc.)
18 17 Search Grounding Real-time search, real-time, current, live data, grounding, factual Enable real-time data for accurate current information For current events, accurate data visualization tools=[{'google_search': {}}] - enables real-time weather, charts, events Nano Banana only Use for infographics with current data; weather-accurate scenes; current event imagery
19 18 Thinking Mode Complex thinking, reasoning, complex, planning, elaborate Enable AI reasoning for complex compositions For intricate scenes requiring planning Enable thinking mode for complex multi-character scenes with specific interactions Nano Banana Pro only Response includes part.thought; use for complex logic like 'kittens MUST have eyes matching fur'