Agent design pattern: reflection, tools, planning, multi-agent
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Agent design pattern: reflection, tools, planning, multi-agent A reusable framework for designing AI agents, covering reflection, tool usage, planning, and multi-agent collaboration, applicable across domains.
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A general AI agent design pattern to improve task performance:
- Reflection: Have the LLM check and improve its own output.
- Tool use: Let the LLM call external tools (e.g., web search, code execution).
- Planning: Let the LLM design a multi-step plan to achieve the goal.
- Multi-agent collaboration: Have multiple AI agents work together, assign tasks, discuss and debate ideas to get better results.
Apply this pattern to any task for better outcomes.
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References
- Category: research Prompts
- Source: https://x.com/dotey/status/1801384307811852461#prompt-3
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