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Semantic Kernel Agent Design

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Linked challenge: Real-time Multimodal Misinformation Shield

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Linked challenge
Real-time Multimodal Misinformation Shield

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Design a Semantic Kernel agent that integrates multimodal analysis (Claude Opus 4.1), long-term memory (Milvus), and a voice interface (Hamming). Define the skills required for content analysis, policy lookup, alert generation, and response generation. Outline how these skills will be orchestrated to achieve real-time misinformation detection.

Adaptation plan

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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.