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  5. Agent Scratchpad
Agents & Tool Useaka Scratchpad

Agent Scratchpad

An agent scratchpad is temporary working state used to track intermediate information during a task.

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It may hold concise plans, extracted facts, pending questions, or tool observations outside the permanent conversation. The runtime can limit, summarize, or discard it so temporary reasoning does not become uncontrolled long-term memory.

Related terms

Action SpaceObservationAgent EvaluationWorkflow AutomationGrok BuildMulti-Turn

Where Agent Scratchpad comes up

  • Reducing Claude API Cost: Caching, Prompt Audits, and Effort Tuning
  • Error Propagation in Multi-Agent Systems: Structured Context Over Generic Failures
  • Google Gemini 3.5 Complete Guide 2026: Models, API, and When to Use It