prompt-translator

Prompt Translator converts video prompts across models by matching your input to one of 10 reference scenarios, then applying the target model's format rules from a lookup table of 110 cross-model examples. It preserves all semantic content while restructuring labels and phrasing to fit each model's official formula.

Prompt Translator converts your video prompt from one AI model's format to another's best practices using reference examples.

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★ 324 ⁮ 81 MIT updated 2026-06-01 by cclank

Install

cclank/lanshu-awesome-ai-video-kit/prompt-translator · repository language: HTML

Manual (git clone) CLI (skillfed)coming soon

git clone https://github.com/cclank/lanshu-awesome-ai-video-kit
cp -r lanshu-awesome-ai-video-kit/skills/prompt-translator ~/.claude/skills/prompt-translator

Frequently asked questions

AI-generated answers based on this skill's SKILL.md and metadata

How do I translate AI video prompt between models using Prompt Translator?

Prompt Translator converts your video prompt by first matching it to one of 10 reference scenarios, then applying your target model's format rules from a lookup table of 110 cross-model examples. The tool preserves all semantic content while restructuring labels and phrasing to fit each model's official formula, so your creative intent stays intact across platforms.

Can Prompt Translator convert a Sora prompt to Kling format?

Yes. Prompt Translator handles conversion from Sora to Kling and between most major video generation models. It restructures your Sora prompt's labels and phrasing to match Kling's best practices while keeping all semantic meaning. The tool draws from 110 cross-model examples to ensure accurate format translation.

What does Prompt Translator do with my prompt's semantic content?

Prompt Translator preserves all semantic content during conversion. When you adapt a prompt from one video model to another, the tool only changes structural tags and field labels to match the target model's format—your creative direction, visual descriptions, and technical specifications remain unchanged.

Which video models does Prompt Translator support?

Prompt Translator works across major video AI platforms including Sora, Kling, Veo, Pika, Wan, and Seedance. The tool uses 110 cross-model examples and matches your input to one of 10 reference scenarios, then applies the correct format rules for your chosen target model.

Can I use Prompt Translator for A/B testing across models?

Yes. Prompt Translator enables cross-model A/B testing by translating your prompt to multiple target formats simultaneously. This lets you run the same creative concept on different video generation platforms while maintaining semantic consistency, helping you compare model outputs fairly.

Does Prompt Translator support language optimization like English to Chinese?

Prompt Translator includes language and dialect optimization. It can adapt prompts between English and Chinese Kling, and similar language variants across supported models. The tool restructures both format and phrasing to match each model's regional best practices while preserving your original intent.

SKILL.md

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