Video Prompting

Overview

Turn a user’s intent into a strong, model-compliant video prompt by routing to the correct model guide and applying its formatting/tokens.

Model-specific guidance lives in references/models/. This file is the entry point: pick the model, ask the minimum clarifying questions, then draft the prompt in that model’s expected format.

Model Index

Ovi: references/models/ovi/prompting.md
Sora (Sora 2): references/models/sora/prompting.md
Veo 3 / 3.1: references/models/veo3/prompting.md
Wan 2.2: references/models/wan22/prompting.md
LTX-2: references/models/ltx2/prompting.md
LTX-2.3: references/models/ltx2-3/prompting.md

To add a new model later: create references/models/<model>/prompting.md, then add it to this index.

Workflow

Step 1 — Identify the model and input mode

If the user did not name a model, ask which model they are using (or offer supported options from the Model Index).

Then confirm the input mode:

Text-to-video (t2v), or
Image-to-video (i2v)

If i2v: ask the user to share the image (optional, but it will help you generate a better prompt). Use the image as an anchor according to the chosen model’s guidance (e.g., keep identity/wardrobe/composition stable; focus your text on motion/camera/what changes).

If the chosen model has versions, duration constraints, or required parameters, ask the minimum questions needed to select the right format (see the model guide). For LTX-2.3 specifically: default to a 10-second clip when duration is missing, ask if the user wants shorter or longer, and scale motion complexity to match that duration.

Step 2 — Load the model reference and follow its format

Open the model’s prompting.md from the Model Index and follow its rules strictly (tokens, audio formatting, parameter constraints, recommended structure).

Step 3 — Draft the prompt as a coherent clip

Default structure (adapt to the model’s style and required sections):

Subject(s): who/what, distinctive details
Setting: where/when, lighting, mood
Action progression: what changes over time (start → beat → beat → end)
Camera: framing/movement only if it matters
Dialogue/audio: only if the model supports it, using the model’s exact format

Avoid keyword soup. Prefer a single, well-described shot unless the user explicitly wants multiple cuts/shots.

Step 4 — Output

Default: output only the final prompt text. Default formatting: output prompts as a single line with no line breaks unless the user explicitly requests multiline formatting.

If the user asks for options: provide 2–3 distinct prompt variants, each fully self-contained and compliant with the model’s formatting.

If the model uses required API parameters (e.g., duration/size), include a short “Recommended parameters” line only when the user has specified them or explicitly asks for them.

video-prompting