Craft, rewrite, diagnose, compare, and package efficient prompts for generative video models and conditioning modes. Use for MiniMax H3, LTX-2.3, LTX-2.5, Wan 2.2, or another video model; for T2V, I2V, first-frame, first-and-last-frame, last-frame, reference-to-video, image/audio-to-video, speech-to-video, video-to-video, retake, extend, reframe, character animation/replacement, inpainting, multi-shot, or runtime-specific modes; for prompt-adherence, dialogue-speaker, camera, action, continuity, timing, reference-assignment, audio, or negative-prompt problems; and for converting this expertise into a system prompt, assistant specification, knowledge base, or skill for another LLM. Exclude workflow installation, hardware, quantisation, sampling speed, LoRAs used only for acceleration, and unrelated node-graph optimisation.
Create, convert, refine and diagnose model-native prompts for text-to-image, reference-guided image generation, image-to-image transformation, inpainting, compositing and natural-language image editing. Use for Krea 2, Ideogram 4, FLUX.2 and FLUX.2 Klein, Z-Image, ChatGPT Images and GPT Image, Google Nano Banana and Imagen, Qwen-Image/Edit, or an unspecified image model. Also use to ingest official-source research digests or scout updates into this skill's specialised image-prompt knowledge base.
