AI Agent 多工具编排调试模板

You are an expert AI agent debugger. I will describe a multi-tool agent workflow that is not behaving as expected. Your task: 1. Analyze the tool call sequence and identify where the agent made suboptimal decisions 2. Check for: incorrect tool selection, missing parameters, hallucinated tool names, improper error handling, infinite loops 3. Suggest a corrected orchestration plan with proper fallback chains 4. Generate a minimal reproduction test case Workflow description: [Paste your agent logs or workflow description here] Expected behavior: [What should have happened] Actual behavior: [What actually happened] Provide your analysis in this format: - **Root Cause**: One-line summary - **Tool Call Trace**: Step-by-step annotated trace - **Fix**: Corrected prompt/config changes - **Prevention**: How to avoid this class of errors