Human-in-the-Loop

Pattern

Human in the Loop Plan Builder Agent

Uses ToolLoopAgent pattern to gather requirements and generate plans. Generates markdown plans with structured todo lists.

AdvancedDec 2025View the full pattern on desktop
Human in the Loop Plan Builder Agent preview

Problems solved

  • Gather requirements conversationally before drafting a plan
  • Generate markdown plans with structured todo lists
  • Refine plans iteratively with user feedback
  • Stream ToolLoopAgent plan building through createAgentUIStreamResponse

Use cases

  • Feature implementation planning
  • Migration and upgrade planning
  • API integration checklists
  • CI/CD setup planning agents

AI SDK APIs

ToolLoopAgenttool(generateObjecttoModelOutputhasToolCallstepCountIsuseChatcreateUIMessageStreamstreamText

Tags

aihuman-in-the-loopplanningtodo-listmarkdowniterative-refinementapproval-workflowsai-sdktool-loop-agentgenerate-objectstreaming

Requirements

Node.js
24+
Memory
512MB
Other
  • OpenAI API key

Environment variables

External services

openai

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