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Suna's task planning system for complex task decomposition based on todo.md

2025-08-24 1.7 K

Suna's intelligent task planning engine

Suna uses a unique task planning system based on the todo.md file to realize intelligent decomposition and execution tracking of complex tasks. The system makes multi-step, long-duration complex projects highly manageable.

System workflow

  • User input of task goals and requirements in natural language
  • The system automatically generates a todo.md plan with detailed steps
  • Support to users in adjusting and validating the task decomposition scheme
  • Automated execution of subtasks on a scheduled basis
  • Real-time tracking and updating of task progress status

Typical Application Scenarios

For example, to plan a 10-day trip to London, Suna creates a list of tasks that include the following steps: search and compare flight options, select hotels that meet your budget and criteria, and design a daily itinerary of travel activities. The system then automatically executes the tasks according to the plan, ultimately generating a complete itinerary document. This task planning capability is particularly suited to complex work scenarios that require multi-step coordination.

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