Prompt Architect
Design and optimize structured prompts for AI video, image, and music generation. Build reusable templates, test variations, and maximize output quality.
Structured Prompt Engineering for AI Content Creation
Build better prompts systematically. Use templates, chain-of-thought patterns, and A/B testing to get the best results from any AI model.
Prompt Template Library
Access a curated library of proven prompt templates for video generation, image creation, music composition, and script writing. Customize and extend for your use cases.
Chain-of-Thought Engineering
Build complex prompts using structured reasoning chains. Break down creative goals into step-by-step instructions that AI models follow precisely.
A/B Prompt Testing
Generate multiple prompt variations and compare outputs side-by-side. Systematically identify which phrasings, structures, and parameters produce the best results.
Multi-Model Optimization
Optimize prompts for specific AI models — Seedance, Kling, Sora, Midjourney, Flux, and more. Each model responds differently, and the skill adapts accordingly.
Version Control & History
Track prompt iterations with version history. Save successful prompts, document what works, and build a knowledge base of optimized patterns.
Batch Prompt Generation
Generate dozens of prompt variations from a single concept. Feed them into the pipeline for mass content creation with consistent quality.
How to Build Better AI Prompts
Master prompt engineering for AI content creation in four steps.
Install the Prompt Architect Skill
Add the skill to your agent. It loads the template library and sets up prompt versioning for your workspace.
Choose a Prompt Template
Select a template for your target model and content type. Templates include structured sections for subject, style, camera, lighting, and technical parameters.
Customize & Optimize
Fill in your creative details and run optimization suggestions. The skill recommends phrasings and parameters proven to work with your target model.
Test & Iterate
Generate variations, compare outputs, and refine. Save winning prompts to your library for reuse across future projects.
Prompt Architect FAQ
Common questions about structured prompt engineering for AI video and content creation.
Prompt Engineering Guides
Learn how to write better prompts for AI video, image, and music generation.
Explore More AI Skills
Discover our full collection of AI agent skills for video production.
AI Video Generator
Free AI video generator — create videos from text, images, or clips with Seedance 2.0, Sora 2, Kling 3.0, Runway Gen-4 & more. Compare models side by side.
AI Image Generator
Free AI image generator — create images from text prompts with Midjourney v7, Flux 2, DALL-E 3, Stable Diffusion & more. Compare quality side by side.
AI Music Generator
Free AI music generator — create songs with vocals, instrumentals & soundtracks using Suno v5, Udio 2 & more. Text-to-music with lyrics support.
AI Video Prompt Generator
AI video prompt generator — build optimized SCELA prompts for Seedance 2.0, Sora 2, Kling 3.0 & Runway Gen-4. Free tool with templates for YouTube, TikTok & Shorts.
Seedance 2.0 AI Video Generator
Seedance 2.0 by ByteDance — Director Mode with 12-file input, 4K output, face-lock consistency & lip-sync. Free 5 videos/day on Dreamina.
Kling 3.0 AI Video Generator
Kling 3.0 by Kuaishou — multi-shot 4K AI video with up to 6 camera cuts, lip-sync dialogue & synchronized audio. Free 6 clips/day, Pro from $8/mo.
Sora 2 AI Video Generator
Sora 2 by OpenAI — cinematic 1080p AI video from text with Storyboard editor, physics simulation & seamless scene transitions. Plans from $20/mo.
Runway Gen-4 AI Video Generator
Runway Gen-4 & Gen-4.5 — #1 on Video Arena with cinematic 4K output, motion brush, camera controls, inpainting & Adobe Firefly integration. From ~$15/mo.
Veo 3 AI Video Generator
Veo 3 by Google DeepMind — native audio generation alongside video, vertical 9:16 for TikTok/Shorts, scene extension & Gemini API access. Free to try.
Hailuo AI Video Generator
Hailuo AI by MiniMax — ultra-fast video generation with complex character expressions, anime/ink wash/game CG art styles & generous free tier. 30-second generation.
Wan 2.6 AI Video Generator
Wan 2.6 by Alibaba — open-source AI video model you can self-host. Text-to-video, image-to-video, ComfyUI integration & community extensions. Free online.
Luma AI Dream Machine Video Generator
Luma AI Dream Machine — ultra-fast AI video generation with camera motion controls, keyframe animation & image-to-video. Free 30 generations/month, API from $0.0032/frame.
Pika AI Video Generator & Editor
Pika AI — generate and edit AI videos with Pikaffects visual FX, lip sync, scene expansion & AI sound effects. Free 250 credits/month, Standard from $8/mo.
Midjourney 7 AI Image Generator
Midjourney v7 — premium photorealistic AI images with personalized style, ultra-high resolution, variation & remix tools, and multi-image blending. Plans from ~$10/mo.
Flux 2 AI Image Generator
Flux 2 by Black Forest Labs — open-weight AI image model with fast inference, accurate text rendering & commercial-friendly licensing. Self-host or use online.
Suno 5 AI Music Generator
Suno v5 — generate full songs with vocals, lyrics & multi-instrument arrangements from text prompts. Free tier available, premium plans for commercial use.
Udio 2 AI Music Generator
Udio 2 — studio-quality AI music generation with vocal cloning, stem separation, remix tools & genre-specific fine-tuning. Audiophile-grade output quality.
Text to Video AI Generator
Text to video AI — turn text prompts into cinematic video clips. Compare Seedance, Sora, Kling, Runway & 10+ models side by side. Free to start.
Image to Video AI Generator
Image to video AI — animate photos and illustrations into 4-20s video clips with motion control, camera paths & character consistency across frames.
Video to Video AI Generator
Video to video AI — restyle, upscale & transform existing clips with AI style transfer. Convert footage to anime, cinematic, or artistic looks while preserving motion.
Text to Image AI Generator
Text to image AI — generate photorealistic or artistic images from text descriptions. Compare Midjourney v7, DALL-E 3, Flux 2 & Stable Diffusion side by side.
Image to Image AI Generator
Image to image AI — transform, upscale & restyle photos with AI-powered style transfer, inpainting, outpainting & 4x resolution enhancement. Free online tool.
Text to Music AI Generator
Text to music AI — generate royalty-free tracks, jingles & background music from text prompts. Create custom soundtracks for YouTube, podcasts & social media.
AI Voice Generator
AI voice generator — create realistic voiceovers, narration & text-to-speech in 50+ languages. Voice cloning, emotion control & video narration export.
Build Better Prompts, Get Better Results
Use structured templates, A/B testing, and model-specific optimization to get the best output from every AI generation tool.