Light 科研主线第 3 步·提 idea:从模糊方向/数据/文献**结构化发散**(激发算子系统生成,不是泛泛头脑风暴) → 产**值得做且做得成的分层候选 idea**(moonshot 冲刺/solid 稳妥/safe 保底),每…
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Light 科研主线第 3 步·提 idea:从模糊方向/数据/文献**结构化发散**(激发算子系统生成,不是泛泛头脑风暴) → 产**值得做且做得成的分层候选 idea**(moonshot 冲刺/solid 稳妥/safe 保底),每个必答**为什么值得做·创新点· 比现有强在哪·解决什么具体问题·能投什么层次**,且**提出时就自带撞车前置自查**(最像的前作+delta,吃上游 literature-search 领域地图)。何时用:用户问"这个方向/数据能做什么" / 要创新点·研究思路·选题·突破口 / 帮我想 idea / brainstorm research ideas / 这 idea 行不行(先生成再送 idea-critique 严审)。触发词:提 idea / 想 idea / 创新点 / 研究思路 / 选题 / 突破口 / 差异化 / 这个方向能做什么 / 有什么可做的 / brainstorm / research idea / ideation / 新点子 / 立项。核心纪律:**不下 novel/无创新的最终判决**(那是 idea-critique 的 critical 门,生成端只产撞车 warn 信号);用**证据根→机制/假设 delta→信息增益→最小判别实验**谱系约束候选; 过 **innovation_engine 反拼接门**,把原创来源分型(新问题/新机制/新测量/新数据/新理论/跨域迁移/工程增量)与 claim 强度绑定; 数量/七角度只作 advisory,机制多样性才是硬门。
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