Develop Adaptive Thinking Budget for Risk Assessment

implementationChallengeNovember 1, 2025

Prompt Content

For the 'Legal Analyst' agent, implement an adaptive thinking budget for its risk assessment task. If initial RAG queries indicate high legal complexity (e.g., multiple jurisdictions, novel contract clauses), instruct the agent (via prompt engineering with Claude Opus 4.1) to expand its reasoning steps and perform more thorough simulated 'legal research' calls. Demonstrate this adaptive behavior.

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