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。
How to install light-idea-generation?
light0305/light-skills/light-idea-generation
$npx -y skills add light0305/light-skills --skill light-idea-generationInstalls into the current project.
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Run `npx skills use "https://github.com/light0305/light-skills" --skill "light0305/light-skills/light-idea-generation"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.
Use the skills in "https://github.com/light0305/light-skills" that are relevant to the current task. Run `npx skills add "https://github.com/light0305/light-skills"` and select the relevant skills, then follow their instructions.
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