Implement MCP for Tool Integration and Adaptive Budget

implementationChallengeOctober 27, 2025

Prompt Content

Design and implement the Meta-Cognitive Protocol (MCP) framework. This should allow your GPT-5 agent to dynamically select and use different tools (e.g., mock sentiment analyzer, mock safety classifier). Implement an adaptive thinking budget: for simple, clearly positive/negative posts, use a quicker, cheaper GPT-5 call; for nuanced or potentially problematic posts, trigger a deeper, more expensive extended reasoning process.

Usage Tips

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

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