Implement Extended Thinking and Tool Integration

implementationChallengeOctober 20, 2025

Prompt Content

Develop the agents, integrating GPT-5 Pro for their reasoning. Implement extended thinking with adaptive reasoning budgets: design a mechanism where agents can switch between 'instant thought' (e.g., few-shot prompting) for initial drafts and 'deep thought' (e.g., CoT with multiple self-critique steps, increased token budget) for critical tasks like IP verification. Create placeholder 'tools' for the simulated Firefly API and IP compliance check, making them accessible to relevant agents.

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