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text-to-image-prompt-optimizer

| 2026-08-01 收录

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📊 公开数据一览

📦 榜单安装量446
⭐ GitHub Stars2
🗓️ 最近推送2026-02-06
🌱 项目创建2026-02-06
💻 语言 / License未标注 · MIT
🐛 开放Issue0

📝 工具简介

AI图片提示词优化器,Claude Code技能,主要支持Google Gemini(Nano Banana),也支持Midjourney和Stable Diffusion。

📖 怎么用

两种装法。推荐用 npx:`npx skills add manzxiao/text-to-image-prompt-optimizer`。或者手动克隆:`cd ~/.claude/skills` 然后 `git clone https://github.com/manzxiao/text-to-image-prompt-optimizer.git`。装完直接用,跟 agent 说“Generate a prompt for a sunset over mountains”或“优化这个提示词: a cat sitting on a table”,它会输出中英文双语优化版本,主推 Google Gemini (Nano Banana),也支持 Midjourney、Stable Diffusion 等。想生成变体就说“Create variations for a cyberpunk street scene”。

📋 迷你测评

AI图片提示词优化器,Claude Code技能。亮点是主攻Google Gemini(Nano Banana),也兼容Midjourney和SD。简介未提具体优化效果数据。

📄 README 要点

这是一个 Claude Code 技能,专门用来生成和优化 AI 绘图提示词。它主要针对 Google Gemini(Nano Banana)做了优化,支持自然语言对话式的提示词,同时也兼容 Midjourney、Stable Diffusion、DALL E、Leonardo.ai 等主流工具。特色是支持中英双语输出,会解释提示词的构成和优化策略,还内置了人像、风景、产品等常用模板,以及丰富的关键词库和平台参考材料。安装推荐用 npx 命令,也可以手动克隆到 Claude Code 的技能目录。适合经常用 AI 生图、想要更精准控制出图效果的用户。

查看英文原文
🎨 AI Image Prompt Optimizer A Claude Code skill for generating and optimizing AI image generation prompts with primary support for Google Gemini (Nano Banana) , plus Midjourney, Stable Diffusion, DALL E, Leonardo.ai, and other text to image tools. ✨ Features Google Gemini Optimized : Primary focus on conversational, natural language prompts for Google Gemini (Nano Banana) Multi Platform Support : Secondary support for Midjourney, Stable Diffusion, DALL E, Leonardo.ai Bilingual Output : English and Chinese prompt variations Educational : Explains prompt components and optimization strategies Comprehensive Templates : Pre built templates for portraits, landscapes, products, and more Reference Library : Extensive keyword and platform specific reference materials 📦 Installation Using npx (Recommended) [安装/使用命令见下方] Manual Installation 1. Clone this repository to your Claude Code skills directory: [安装/使用命令见下方] 2. Restart Claude Code or reload skills 🚀 Usage The skill activates automatically when you: 1. Request prompt generation: "Generate a prompt for..." 2. Optimize existing prompts: "Optimize this prompt: ..." 3. Ask for variations: "Create variations of this image idea" 4. Mention keywords: Gemini, Nano Banana, Midjourney, AI绘图, text to image 5. Use command patterns: "/imagine", "提示词" Example Requests [安装/使用命令见下方] 📚 What You Get Each prompt generation includes: ⭐ Google Gemini version (Primary, conversational style) 🎯 Alternative platform versions (Midjourney, SD, etc.) 📝 Prompt breakdown explaining each component ⚙️ Platform specific guidance and parameters 💡 Optimization tips for refinement 🎯 Next steps for implementation 🎓 Reference Materials The skill includes comprehensive reference documentation: prompt library.md Template library organized by category (portraits, landscapes, products, etc.) keywords reference.md Quick keyword lookup by type platform specific.md Platform specific parameters and advanced techniques 🌟 Platform Priority Primary (Default): Google Ge

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数据来源:skills.sh 榜单 + GitHub 公开数据,非人工实测,仅供参考