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planning
Define the Molecular Discovery Goal and Initial Plan
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Linked challenge: Hierarchical Planning Agent for Molecular Discovery with DeepSeek-V3, LangGraph, and Redis Vector
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Linked challenge
Hierarchical Planning Agent for Molecular Discovery with DeepSeek-V3, LangGraph, and Redis Vector
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Original prompt text with formatting preserved for inspection.
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Define a specific molecular discovery goal, such as finding a new material for organic solar cells with a band gap between 1.5-1.8 eV and high thermal stability. Using DeepSeek-V3, generate a high-level hierarchical plan to achieve this, breaking it down into major phases (e.g., 'Hypothesis Generation', 'Candidate Search', 'Property Prediction', 'Evaluation & Refinement').
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.