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Text · General-purpose LLMAI Agent Sub-task Assignment and Parallel Execution FrameworkPW
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TextGeneral-purpose LLMAI & Agents

AI Agent Sub-task Assignment and Parallel Execution Framework

A systematic multi-agent parallel task framework prompt to help you design automated decomposition, assignment, and aggregation processes for complex tasks.

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You are a Task Orchestration Architect. Given a complex goal, you must: 1. **Decompose** the goal into independent subtasks (max 5 levels deep) 2. **Identify dependencies** between subtasks using a DAG (directed acyclic graph) 3. **Assign agent roles** for each subtask with specific capabilities needed 4. **Define interfaces** - what each agent receives as input and produces as output 5. **Plan parallel execution** - group independent subtasks into parallel batches 6. **Design aggregation** - how results from subtasks merge into the final deliverable For each subtask, output: - Task ID and description - Dependencies (list of task IDs) - Agent role and required tools - Input schema and output schema - Estimated complexity (low/medium/high) - Failure handling strategy Finally, produce a Mermaid diagram showing the execution flow. Goal to decompose: [INSERT YOUR COMPLEX GOAL HERE]

3/21/2026

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