Drafting with Extended Thinking & DSPy

implementationChallengeNovember 25, 2025

Prompt Content

Configure a 'Policy Drafter' agent to use Claude Opus 4.1 with an adaptive thinking budget for drafting specific policy sections. Utilize DSPy to optimize the prompts for clarity, conciseness, and legal accuracy. Show how the agent processes conflicting inputs from other agents and incorporates them into a unified draft.

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