Develop Proactive Prompt Generation

implementationChallengeOctober 27, 2025

Prompt Content

Extend your agent to not just analyze, but also proactively generate personalized and helpful prompts or replies. Based on the analysis of a 'ghost post' (e.g., sad sentiment, asking for advice), the agent should craft a contextual and empathetic response that respects the 'unfiltered thoughts' aspect. Use GPT-5 for generating these prompts, integrating its ability to maintain a supportive tone.

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Core Agent Design and Ephemeral Data Pipeline

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Implement MCP for Tool Integration and Adaptive Budget

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Stress Test and Ethical Review

testing

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