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Dynamic UI Generation with GPT-5 Pro

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Linked challenge: Real-time Adaptive Gaming UI Agent

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Linked challenge
Real-time Adaptive Gaming UI Agent

Prompt source

Original prompt text with formatting preserved for inspection.

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Create a tool for your Vercel AI SDK agent that, when called, instructs GPT-5 Pro to generate a small HTML/CSS snippet for a dynamic UI element (e.g., a 'low health' warning, an 'objective updated' banner). The agent should pass relevant game state to GPT-5 Pro, which then outputs the UI code. Describe how the client-side UI would render this snippet. Provide the agent tool definition and a sample GPT-5 Pro prompt for UI generation.

Adaptation plan

Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.

Keep stable

Hold the task contract and output shape stable so generated implementations remain comparable.

Tune next

Update libraries, interfaces, and environment assumptions to match the stack you actually run.

Verify after

Test failure handling, edge cases, and any code paths that depend on hidden context or secrets.