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ai-tools

AI Tools Commands

LLM application development, prompt optimization, agent improvement, and AI assistant creation commands.

Source: wshobson/agents (MIT)

File Description
ai-assistant.md Build AI assistant applications with NLU, dialog management, and integrations
langchain-agent.md Create LangGraph-based agents with modern patterns
prompt-optimize.md Optimize prompts for production with CoT, few-shot, and constitutional AI patterns
improve-agent.md Agent performance optimization through analysis, prompt engineering, and iteration
multi-agent-optimize.md Multi-agent performance engineering with coordination, profiling, and cost optimization