awesome-ai-system-prompts

Crafting Effective Prompts for Agentic AI Systems: Patterns and Practices

Table of Contents

• Introduction: The Blueprint of Agentic AI
• The Foundation: Core Principles of Agentic Prompts
  • 1. Clear Role Definition and Scope
  • 2. Structured Instructions and Organization
  • 3. Explicit Tool Integration and Usage Guidelines
  • 4. Step-by-Step Reasoning and Planning
  • 5. Environment and Context Awareness
  • 6. Domain-Specific Expertise and Constraints
  • 7. Safety, Alignment, and Refusal Protocols
  • 8. Consistent Tone and Interaction Style
• Case Studies: Analyzing Real-World Prompts
  • Vercel v0: UI Generation & Component Tooling
  • same.new: Agentic Pair Programming & Strict Tooling
  • Manus: General Purpose Agent & Explicit Loop
  • OpenAI ChatGPT (GPT-4.5/4o): Integrated Tools & Policies
  • Notes on Other Systems (Cline, Bolt, Augment, Claude Code, Clawdbot)
• Synthesizing Best Practices: Key Takeaways for Builders
• Unique Conventions & Architectural Differences

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