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Define MCP Tool for Exam Log Access

Inspect the original prompt language first, then copy or adapt it once you know how it fits your workflow.

Linked challenge: AI-Powered Exam Proctoring: MCP-Enabled Cheat Detection with Gemini 2.5 Pro and DSPy

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Linked challenge
AI-Powered Exam Proctoring: MCP-Enabled Cheat Detection with Gemini 2.5 Pro and DSPy

Prompt source

Original prompt text with formatting preserved for inspection.

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Draft the conceptual MCP tool definition (YAML/JSON) for securely accessing a mock exam platform's student interaction logs. This tool should allow agents to query actions like 'time spent on question', 'external tab switches', and 'text paste events', ensuring data privacy and access control considerations.

Adaptation plan

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

Keep stable

Preserve the role framing, objective, and reporting structure so comparison runs stay coherent.

Tune next

Swap in your own domain constraints, anomaly thresholds, and examples before you branch variants.

Verify after

Check whether the prompt asks for the right evidence, confidence signal, and escalation path.