Kling o1 - Prompt Bank

Introduction

The release of Kling Video O1 has changed the game. Gone are the days of generating a clip and then switching to complex software to fix it.

Whether you are a filmmaker, advertiser, or content creator, understanding the new "Prompt Logic" is key to unlocking this power.

In this guide, we’re sharing 10 copy-paste prompts that cover everything from generating consistent characters to removing unwanted objects with a simple sentence. The Golden Rule of Kling Prompting

Before we dive into the list, remember the core formula for the new Kling O1 model, specifically for editing:

The "Keep" Rule: When editing, always tell the model what to preserve. Formula: Change [Target Subject] in [Video] to [New State], keep everything else unchanged

Notice: We provide Examples changes using several input images and provide prompts for each change

1. Multiple Reference Editing ( with multiple inputs)

Prompt:

- Add people around the scene to create a lively, natural atmosphere with subtle movement and presence - Change the location to a rainy night street, with wet reflections, moody lights, and a cinematic atmosphere - Add these elements to the scene to enhance the composition and overall atmosphere

2. Character References

Prompt:

- Convert the entire video’s visual appearance into a colorful Lego-style animated aesthetic, with vibrant plastic textures, clean geometric shapes, and playful block-like details integrated throughout the scene - Replace the original characters with Naruto and Sasuke while preserving the scene’s action flow, maintaining their dynamic movements, energy, and emotional intensity - Transform the video’s visuals into a bold Boondocks-inspired cartoon art style, with sharp linework, high-contrast shading, dynamic character expressions, and a strong graphic attitude throughout the scene.

3. Background & Atmosphere Change

Prompt:

- Change the location to a subway shot, with a man in a Saharan blue robe and white headwrap, and the view outside showing Sahara dunes under the bright sun - Change to a subway shot with a man in light jungle attire, and the view outside showing dense tropical jungle with mist and birds - Change to a subway shot with a man in a heavy arctic parka, and the view outside showing endless ice fields and icebergs - Change to a subway shot with a man in a red puffer and beanie, and the view outside showing winter New York with snow and the skyline - Change to a subway shot with a man in techwear, and the view outside showing neon Tokyo at night with glowing signs

4. Background Replacement

Prompts:

- Change the background to a modern city, adding sleek glass buildings, soft ambient lights, and a sense of contemporary urban atmosphere - Replace the background with a Japanese village, adding traditional wooden houses, stone paths, soft lantern light, and a calm rural atmosphere - Change the weather to a snowstorm, with strong wind, thick swirling snow, and a cold, dramatic atmosphere filling the scene

5. Style Changing

Prompts: - Change the location to a night street, adding heavy rain, strong backlit lighting, wet reflections on the ground, and a dramatic moody atmosphere throughout the scene - Change visual style of video to visual style from image. - Change visual style of video to visual style from image - Change visual style of video to visual style from image

6. Clean Up (Subject Removal)

Prompts:

- Remove all the people around him - Make the sky and color grading match the reference - Change the weather to a heavy blizzard with strong snowfall - Add an explosion in the background - Add fireworks going off in the background - Remove him from the scene

Conclusion

Kling O1 is more than just a generator - it is a creative partner. By mastering these 10 prompt structures, you can move from "hoping for a good result" to "directing the exact result you need.

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