system-prompts-and-models-of-ai-tools/README.md

System Prompts and Models of AI Tools

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📜 Over 25,000+ lines of insights into 32+ AI coding tools and their system prompts.

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📑 Table of Contents

• 📑 Table of Contents
• 🚀 Quick Start
• 📂 Available Tools
• 🔍 Search & Discovery
• 🛠 Roadmap & Feedback
• 🔗 Connect With Me
• 🛡️ Security Notice for AI Startups
• 📊 Star History

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🚀 Quick Start

🌐 Web Interface (NEW!)

The easiest way to explore AI prompts is through our modern web interface:

cd web
./setup.sh
npm run dev

Visit http://localhost:3000 to explore:

• 🔍 Advanced search and filtering
• 📊 Statistics dashboard with visualizations
• 🔄 Compare tools side-by-side
• 📱 Fully responsive mobile-friendly design
• 🎨 Dark mode support

See web/README.md for full documentation.

📟 Command Line Tools

For developers who prefer the terminal:

# Generate metadata index
python scripts/generate_metadata.py

# Search by category
python scripts/search.py --category "Code Assistant"

# Search by company
python scripts/search.py --company "Anthropic"

# View statistics
python scripts/analyze.py

# Validate repository
python scripts/validate.py

What's Included

Each tool directory contains:

• System prompts - The core instructions that guide AI behavior
• Tool definitions - JSON schemas for function calling and tool use
• Documentation - READMEs explaining the tool and its features

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📂 Available Tools

🏢 IDEs & Code Editors

AI-powered development environments with integrated assistants

• Cursor - AI-first code editor with agent mode
• VSCode (Copilot) Agent - GitHub Copilot for VSCode
• Windsurf - Codeium's AI-powered editor
• Xcode - Apple's IDE with AI features

🤖 Autonomous AI Agents

Tools that can independently execute complex coding tasks

• Devin - Autonomous AI software engineer
• Emergent - AI coding agent
• Manus - Agent with loop and modules
• Poke - Multi-part agent system
• Trae - Builder and chat modes
• Traycer AI - Multi-mode agent (Phase, Plan)

💻 Code Assistants

AI helpers for code completion, generation, and analysis

• Augment Code - AI-powered code completion
• Claude Code - Anthropic's official coding interface
• Cluely - Default and enterprise modes
• CodeBuddy - Chat and Craft modes
• Comet Assistant - General purpose coding AI
• Dia - AI coding assistant
• Junie - AI coding helper
• Kiro - Multi-mode assistant (Spec, Vibe)
• Qoder - Quest-based code assistant
• Same.dev - AI coding assistant
• Z.ai Code - AI coding tool

🌐 Web & App Builders

AI tools for building full applications and UIs

• v0 - Vercel's AI UI generation
• Lovable - AI-powered app builder
• Leap.new - AI web application builder
• Bolt - Full-stack web development

🏭 Cloud Platforms

Integrated development platforms with AI

• Replit - Cloud IDE with AI agent
• Amp - AI coding platform

🖥️ Terminal & CLI

Command-line AI assistants

• Warp.dev - AI-powered terminal
• Codex CLI - OpenAI Codex CLI
• Gemini CLI - Google Gemini CLI

🧠 Foundation Models

Core AI model prompts from major providers

• Anthropic - Claude Sonnet 4.5 & Claude Code 2.0
• Perplexity - AI search and answer engine

📝 Document & Knowledge

AI assistants for documentation and knowledge work

• Notion AI - Integrated into Notion
• Orchids.app - Decision-making AI assistant

🌟 Open Source Collection

Community-built and transparent AI tools

• Cline - Autonomous VSCode agent
• RooCode - Comprehensive assistant
• Lumo - Lightweight coding AI
• Bolt - Full-stack web tool

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🔍 Search & Discovery

Using Search Tools

Search by category:

python scripts/search.py --category "Code Assistant"

Find tools by company:

python scripts/search.py --company "Anthropic"

Search for specific models:

python scripts/search.py --model "gpt-5"

Full-text search:

python scripts/search.py --text "agent"

Detailed view:

python scripts/search.py --category "IDE" --verbose

Analysis & Statistics

Generate comprehensive statistics:

python scripts/analyze.py

Validate repository structure:

python scripts/validate.py

Quick Reference

List all categories:

python scripts/search.py --list-categories

List all companies:

python scripts/search.py --list-companies

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🛠 Roadmap & Feedback

What's New in v2.0 🎉

🌐 Modern Web Interface:

• ✨ Next.js 15 + React 19 web application
• 🔍 Advanced search with real-time filtering
• 📊 Interactive statistics dashboard
• 🔄 Side-by-side comparison of up to 4 tools
• 📱 Fully responsive mobile design
• 🎨 Dark mode with theme persistence
• ⚡ Lightning fast with Server Components

📁 Repository Enhancements:

• 📚 Better Documentation: Individual READMEs for key tools
• 🗂️ Organized by Category: Browse by IDE, Agent, Assistant, etc.
• ✅ Validation: Automated quality checks
• 📊 Analysis Tools: Generate statistics and comparisons

🛠️ Developer Tools:

• generate_metadata.py - Create searchable index
• validate.py - Check repository quality
• search.py - Search and filter tools
• analyze.py - Generate statistics

See CHANGELOG.md for full details.

Future Roadmap

• Web interface for browsing prompts ✅ COMPLETED
• Prompt comparison and diff tools ✅ COMPLETED
• Community ratings and reviews
• API for programmatic access
• More individual tool READMEs
• Automated version tracking

Open an issue for feature requests or bug reports.

Latest Update: 15/11/2025

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🔗 Connect With Me

• X: NotLucknite
• Discord: x1xh

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🛡️ Security Notice for AI Startups

⚠️ Warning: If you're an AI startup, make sure your data is secure. Exposed prompts or AI models can easily become a target for hackers.

🔐 Important: Interested in securing your AI systems?
Check out ZeroLeaks, a service designed to help startups identify and secure leaks in system instructions, internal tools, and model configurations. Get a free AI security audit to ensure your AI is protected from vulnerabilities.

The company is mine, this is NOT a 3rd party AD.

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📊 Star History

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