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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
AI Prompt Optimization Platform is a professional prompt engineering tool designed to help users optimize AI model prompts, enhancing the effectiveness and accuracy of AI interactions. The platform integrates intelligent optimization algorithms, deep reasoning analysis, visualization debugging tools, and community sharing features, providing compre
| Date | Stars |
|---|---|
| 2026-07-31 | 778 |
| 2026-08-05 | 778 |
| 2026-08-06 | 778 |
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# AI Prompt Optimization Platform <div align="center">     **Professional AI Prompt Optimization, Debugging, and Sharing Platform** [🚀 Quick Start](#quick-start) • [📖 Features](#features) • [🛠️ Tech Stack](#tech-stack) • [📦 Deployment Guide](#deployment-guide) • [🤝 Contribution Guide](#contribution-guide) </div> --- ## 📋 Project Overview The AI Prompt Optimization Platform is a professional tool designed to help users optimize prompts for AI models, enhancing AI conversation effectiveness and response accuracy. The platform integrates intelligent optimization algorithms, deep inference analysis, visualization debugging tools, and community sharing features, providing comprehensive prompt optimization solutions for AI application developers and content creators. ### 🎯 Core Values - **Intelligent Optimization**: Automatically analyzes and optimizes prompt structures based on advanced AI algorithms. - **Deep Inference**: Offers multidimensional thinking analysis to deeply understand user needs. - **Community Sharing**: Discover and share high-quality prompt templates, exchange experiences with community users. - **Visualization Debugging**: Powerful debugging environment with real-time preview of prompt effects. ## ✨ Features ### 🧠 Intelligent Prompt Optimization - **Automatic Structure Analysis**: In-depth analysis of the semantic structure and logical relationships of prompts. - **Multidimensional Optimization**: Optimizes from multiple dimensions such as clarity, accuracy, and completeness. - **Deep Inference Mode**: Enables AI deep thinking to provide detailed analysis processes. - **Real-time Generation**: Streamlined output of optimization results, view the generation process in real-time. ### 📚 Prompt Template Management - **Template Creation**: Save optimized prompts as reusable templates. - **Tag Classification**: Supports multi-tag classification management for easy searching and organization. - **Favorite Function**: Bookmark favorite templates for quick access to commonly used prompts. - **Usage Statistics**: Track template usage and feedback on effectiveness. ### 🌐 Community Sharing Platform - **Public Sharing**: Share high-quality templates with community users. - **Popularity Rankings**: Display popular templates based on views, likes, etc. - **Search Discovery**: Powerful search function to quickly find needed templates. - **Interactive Communication**: Social features like likes, comments, and bookmarks. ### 🔧 Debugging and Testing Tools - **Visual Interface**: Intuitive user interface simplifies operation processes. - **Real-time Preview**: Instantly view prompt optimization effects. - **History Records**: Save optimization history, support version comparison. - **Export Functionality**: Support exporting optimization results in various formats. ### 🌐 Multi-language Support - **Language Switching**: Supports switching between Chinese and English interfaces. - **Real-time Translation**: Switch languages without refreshing the page. - **Localized Content**: All interface elements are fully localized. - **Browser Detection**: Automatically detects language based on browser settings. ## 🛠️ Tech Stack ### Backend Technologies - **Framework**: .NET 9.0 + ASP.NET Core - **AI Engine**: Microsoft Semantic Kernel 1.54.0 - **Database**: PostgreSQL + Entity Framework Core - **Authentication**: JWT Token Authentication - **Logging**: Serilog Structured Logging - **API Documentation**: Scalar OpenAPI ### Frontend Technologies - **Framework**: React 19.1.0 + TypeScript - **UI Components**: Ant Design 5.25.3 - **Routing**: React Route
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:5820a11c98da6b03, topic:prompt, desc:prompt engineering, desc:prompt optimization