Models / Kling / Text to video

Kling text to video prompting guide

Last checked 2026-10-11Kling 3.0 / O3 (Kuaishou); 2.x legacy · Kling 3.0 (V3), O3; 2.5 Turbo Pro t2v only; Kling 4.0 announced 2026-09-28

How to prompt Kling in text-to-video mode. Every point links its source; community tips are marked. Your agent gets the same guide through the Atlas MCP (get_guide).

Prompt structure

subjects anchor→scene→action over time→camera→audio→style

What the text should describe

Camera vocabulary

Responds well to

Duration and limits

Multi-shot

Avoid and failure modes

Negative prompt

Supported via negative_prompt (default: “blur, distort, and low quality”). source ↗

Real prompts, credited

Sumo pairs figure skating, single take · @techhalla · original ↗
they deserved a higher score

Kling 4.0 Flash prompt 👇

Realistic vertical handheld phone footage at a bright indoor ice rink during a figure skating competition, no text or captions on screen. Two enormous sumo wrestlers in mawashi loincloths and top-knots perform a graceful pairs figure skating routine: gliding hand in hand, one lifts the other high overhead with one arm and spins, then throws him into a triple jump that lands with a thud that cracks the ice, both finishing with elegant arms out while judges in the background hold up score cards. Single continuous shot, no cuts, romantic orchestral music, scraping blades and a heavy thud.
Multi-beat single take (First / Next / Finally) · @sebatheepan · original ↗
Test 8: Multi-Beat Narrative Continuity & Temporal Persistence 
A key architectural leap in Kling 4.0 is handling single-take narrative progressions. This benchmark evaluates whether the model remembers objects and actions across distinct sequential beats within one continuous camera move.   

Prompt:
Continuous medium-tracking sequence in a sunlit art studio. First, an artist dips a wooden paintbrush into a glass jar of deep blue watercolor, causing ink plumes to bloom in the water. Next, without a cut, the artist lifts the wet brush and applies a single smooth stroke onto a clean canvas. Finally, the artist sets the brush down on a wooden easel ledge and steps back slightly. Consistent natural lighting, seamless chronological progression, rigid brush geometry throughout.

Duration: 10s
Joker stair dance multi-shot · fal · original ↗
Master Prompt: Joker begins his iconic dance descent down the stairs… Multi shot Prompt 1: … (Duration: 5 seconds) Multi shot Prompt 2: … (Duration: 5 seconds)

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