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Agent Design and Tool Integration

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Linked challenge: Multi-Agent for Dynamic Price Monitoring

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Linked challenge
Multi-Agent for Dynamic Price Monitoring

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Original prompt text with formatting preserved for inspection.

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Design the Langroid agent architecture. Define its roles, internal state, and the MCP-enabled tools it will use for web scraping (e.g., `requests`, `BeautifulSoup` or `Playwright`) and data processing. How will the agent abstract tool usage via MCP?

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.