Test & Refine Adaptive Reasoning

testingChallengeOctober 22, 2025

Prompt Content

Conduct a test run with your complete agent system. Provide an input that requires complex reasoning (e.g., analyzing a multi-faceted competitor strategy over several quarters). Monitor the agents' adaptive reasoning budget usage and output quality. Propose and implement refinements to optimize the budget allocation and improve the depth of analysis, ensuring efficient resource utilization without compromising insight.

Usage Tips

Copy the prompt and paste it into your preferred AI tool (Claude, ChatGPT, Gemini)

Customize placeholder values with your specific requirements and context

For best results, provide clear examples and test different variations