6.6 KiB
6.6 KiB
| 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' |