AI System Prompts - spinningideas/resources GitHub Wiki
AI System Prompts Collections
Prompt Engineering
Anthropic's Interactive Prompt Engineering Tutorial
Comprehensive 9-chapter course with hands-on exercises for mastering Claude prompt engineering.
Key Features:
- Interactive exercises and practice opportunities
- Example Playground areas for experimentation
- Covers common failure modes and solutions
- Progressive skill building structure
Repo: https://github.com/anthropics/prompt-eng-interactive-tutorial
Prompt Engineering Guide
Comprehensive learning resource with research-backed techniques for prompt engineering, covering basic to advanced strategies.
Key Features:
- Academic approach with 14,000+ GitHub stars
- Theory and practical application focus
- Papers, lectures, and notebooks included
- Regular updates with latest developments
Repo: https://github.com/dair-ai/Prompt-Engineering-Guide
Mastering GitHub Copilot for Paired Programming
Microsoft's official 12-lesson curriculum for effective AI pair programming with GitHub Copilot.
Key Features:
- Structured course from Copilot creators
- Hands-on Python projects and scenarios
- Coding-specific prompt engineering techniques
- GitHub Codespaces integration for practice
Repo: https://github.com/microsoft/Mastering-GitHub-Copilot-for-Paired-Programming
System Prompts Collection
Reverse-engineered system prompts from various AI services and applications in production.
Key Features:
- Authentic prompts from major AI services
- Timestamped versions showing prompt evolution
- Community-driven discoveries and updates
- Organized by service and application type
Repo: https://github.com/jujumilk3/leaked-system-prompts
Awesome ChatGPT Prompts Collection
150+ tested prompts that transform ChatGPT into specialized tools for various roles and tasks.
Key Features:
- Role-based prompts for specific professionals
- Works across multiple AI models (ChatGPT, Claude, Gemini)
- Community-maintained with regular updates
- Copy-paste ready format
Repo: https://github.com/f/awesome-chatgpt-prompts
System Prompts and Models Collection
Curated collection of 6,500+ system prompts from mainstream AI tools including v0, Cursor, Devin, and Windsurf.
Key Features:
- Real production prompts from major AI companies
- Organized by specific tools and use cases
- Behind-the-scenes look at enterprise prompt structures
- Regular updates with new discoveries
Repo: https://github.com/x1xhlol/system-prompts-and-models-of-ai-tools
Awesome AI System Prompts
Curated system prompts from top AI platforms including ChatGPT, Claude, Perplexity, and v0.
Key Features:
- Organized by specific AI tools and platforms
- Production-level system prompts
- Quality-focused curation
- Perfect for AI agent builders
Git Link: https://github.com/dontriskit/awesome-ai-system-prompts
AI Dev Tasks
Structured task management system for managing AI development agents through a systematic workflow from idea to implementation. This repository provides a methodical approach to AI-assisted development by breaking down the process into manageable steps: creating Product Requirement Documents (PRDs), generating detailed task lists, and processing tasks one at a time with human oversight. It's particularly valuable for developers who want more control and reliability when using AI for significant coding projects.
Key Features:
- Structured development process with PRD creation
- Step-by-step verification and approval workflow
- Breaks complex features into digestible AI tasks
- Three core prompt files for systematic development
- Clear progress tracking and task completion marking
- Reduces AI confusion on large development projects