GPT-5 for Contextual Understanding and Proactive Suggestions

implementationChallengeNovember 23, 2025

Prompt Content

Using GPT-5, implement the 'Proactive Suggestion Generation' state. Given a simulated user context (e.g., calendar, location, past interactions), the agent should formulate a proactive suggestion or identify a task that would benefit the user. Provide an example where GPT-5 analyzes current traffic data and calendar to suggest leaving early for an appointment, detailing the prompt engineering involved.

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