I wanted to generate Adaptive Cards dynamically rather than shipping a fixed card template for every scenario. Using Copilot Studio’s prompt tooling makes it possible to produce card JSON on the fly, adapt to user choices, and even include charts generated at runtime. Quick summary Generate Adaptive Card JSON from a concise prompt rather than maintaining many rigid templates. Keep prompts small: avoid passing too many parameters directly into the prompt.

Summary Build autonomous agents that respond to email queries and generate dynamic Adaptive Cards. Use prompt tools to break down complex instructions into manageable, reusable components. Send personalized, interactive content directly via Outlook email. Learn formatting requirements and best practices for Adaptive Cards in email. Table of Contents Introduction Why Dynamic Adaptive Cards via Email Using Prompt Tools to Manage Instructions Building the Holiday Planning Agent Processing Email Queries Adaptive Card Formatting for Email Demo: Holiday Query in Action Key Takeaways References Introduction Copilot Studio enables makers to create intelligent agents that go beyond the chat interface.