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Semantic Kernel Plugins & MCP Design

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Linked challenge: A2A Interoperability Gateway

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Linked challenge
A2A Interoperability Gateway

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Original prompt text with formatting preserved for inspection.

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Design the Semantic Kernel plugins (skills) for at least two simulated rival chatbots (e.g., weather bot, news bot). Explain how MCP will facilitate the connection between your AutoGen agents and these Semantic Kernel plugins, which in turn call mock external APIs. Provide pseudocode for a basic MCP handshake and data exchange.

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.