Adaptive Thinking Budget Strategy

planningChallengeNovember 21, 2025

Prompt Content

Describe how your Smolagents would dynamically adjust their 'thinking budget' (e.g., number of LLM calls, complexity of internal reasoning steps) based on the volatility of the energy market or the criticality of the decision. Provide examples for when an agent would enter a 'deep think' mode versus an 'instant decision' mode.

Related Prompts

Explore similar prompts from our community

Design Smolagent Swarm Roles

planning

Haystack RAG for Market Data

implementation

Tool Integration for Trading Actions

implementation

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