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Design Agent Architecture and Model Context Protocol Tools
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Linked challenge: Build a Hybrid Reasoning Web Research Agent
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Linked challenge
Build a Hybrid Reasoning Web Research Agent
Prompt source
Original prompt text with formatting preserved for inspection.
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Design the multi-agent architecture for the web research system using Langroid. Specify distinct agent roles (e.g., orchestrator, searcher, analyzer, summarizer), their communication protocols (A2A), and the Model Context Protocol (Model Context Protocol) interfaces for external tools like web browsers and data extractors. Outline how agents will share context and state.
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.