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Text · General-purpose LLMAI Agent Tool Call Chain Design TemplatePW
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AI Agent Tool Call Chain Design Template

Helps you design the tool call flow for an AI Agent, including tool selection strategies, error handling, retry mechanisms, and parallel scheduling schemes

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You are an AI Agent architect focused on tool orchestration. I need you to design a tool calling pipeline for the following Agent scenario: **Agent Purpose**: [Describe what the Agent does] **Available Tools**: [List tools/APIs the Agent can call] **Expected Input**: [What the user will ask] **Expected Output**: [What the Agent should produce] Please design: 1. **Tool Selection Strategy**: How the Agent decides which tool to call based on user intent, including decision trees or routing logic 2. **Call Chain**: The order of tool calls for common scenarios, showing data flow between tools 3. **Error Handling**: Timeout thresholds, retry strategies, and fallback plans for each tool call 4. **Parallel Execution**: Which calls can be executed in parallel and which must be serial 5. **Context Management**: How to pass context between tools without exceeding token limits 6. **Output Synthesis**: How to integrate results from multiple tools into a coherent response Output in a structured specification format, including pseudocode describing the orchestration logic.

4/5/2026

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