Develop Claude Sonnet 4 Agents with Adaptive Thinking Budgets

implementationChallengeDecember 1, 2025

Prompt Content

For the 'Trend Forecaster' and 'Strategy Synthesizer' agents, integrate Claude Sonnet 4. Implement an adaptive thinking budget mechanism: when the agents encounter conflicting data or require deeper causal analysis (e.g., for high-impact recommendations), they should dynamically increase their token usage. Demonstrate this through log output showing budget adjustments.

Related Prompts

Explore similar prompts from our community

Design Langroid Agent Team for Market Analysis

planning

Implement LlamaIndex RAG and MCP for Data Collection

implementation

Generate and Evaluate Strategic Recommendations

testing

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