Planning and Task Decomposition

Teach agents to break large tasks into executable subtasks. Master Plan-and-Execute, Tree-of-Thoughts, hierarchical planning, and replanning under failure.

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6

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Lessons in This Skill

Work through these 6 lessons in order, or jump to whichever topic you need most.

Plan-and-Execute Pattern

Intermediate

Hierarchical Planning

Advanced

Tree-of-Thoughts Search

Advanced

Replanning on Failure

Advanced

Validating Plans Before Execution

Intermediate

Evaluating Plan Quality

Intermediate