polym-eval-prompt-optimizer
OfficialTurn rough prompts into model-ready image and video prompts.
Design & Creative#image generation#prompt optimization#LLM#video generation#Seedream#Seedance#scenario templates
Authorbyteplus-sa
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill removes the guesswork of writing high-quality prompts by transforming a user's rough text into structured, model-optimized prompts for image and video generation.
Core Features & Use Cases
- Prompt Optimization for Multiple Models: Produces optimized prompts tailored to Seedream, Seedance, Gemini/Imagen, Sora, and Veo.
- Scenario-Specific Prompt Formulas: Applies different prompt structures for ecommerce, advertising, portrait, logo, and try-on use cases.
- Model-Appropriate Output Format: Outputs an English optimized prompt, a Chinese translation when applicable, and clear improvements and suggestions.
Quick Start
Ask it to optimize your prompt for the target model and scenario, for example: Optimize this prompt for Seedream ecommerce image generation.
Dependency Matrix
Required Modules
openai
Components
scripts
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: polym-eval-prompt-optimizer Download link: https://github.com/byteplus-sa/polym/archive/main.zip#polym-eval-prompt-optimizer Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.