Kuaishou / Kling · model workflow guide
Kling 3.0 Reference Image Guide
A reference image should tell the model what already exists. Your text should then explain what changes over time instead of redundantly redescribing every visible detail.
How GenVideoKit structures Kling 3.0 prompts
Separate subject motion from camera motion. State the starting pose/composition, the action progression and the end state precisely. Prioritize character/product identity, reference consistency and physically plausible movement. For multi-shot work, keep shot boundaries and continuity cues explicit.
Text → videoImage → videoNative audioMulti-shotElements / identityFirst / last frame
Production shortcut
Let the image define the starting appearance. Use the text to define motion, camera behavior and the elements that must remain locked.
Reference pricing snapshot
$0.068 / second Good reference frame
- Subject is readable and not heavily occluded.
- Pose leaves room for the intended motion.
- Important product or identity details are visible.
- Lighting direction and environment are coherent.
- The frame already resembles the intended starting composition.
Prompt what changes
Do not spend the prompt redescribing everything already visible. State the motion, camera move, final state and the details that must not drift.
Preserve the reference subject, wardrobe and room. The subject slowly stands, turns toward the window and takes one step forward. Camera makes a gentle lateral track only. Keep furniture geometry and light direction unchanged.