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Initial Design & Agent Roles

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Linked challenge: MCP-Enabled Drug Design Agent

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Linked challenge
MCP-Enabled Drug Design Agent

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Design the overall LangGraph workflow for autonomous scientific design. Define the primary agents (e.g., Researcher, HypothesisGenerator, SimulationAnalyst, RefinementAgent) and their roles. Outline how 'extended thinking' with adaptive reasoning budgets will be integrated into the HypothesisGenerator using GPT-5. Specify the communication flow and state transitions.

Adaptation plan

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Keep stable

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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.