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light-leader

统筹一个科研项目或其中跨阶段任务：恢复上下文，依据证据选择并实际衔接文献、选题、设计、实验、分析、选刊、写作、示意图、数据图和评审，支持研究回退与返修，按需接入采集、专利、软著。用于项目推进、跨技能协调、复杂续作与研究路线诊断；明确的单阶段小任务直接使用专业技能。

light-leader/SKILL.md

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Nov 7, 2026
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# light-leader

在当前助手内承担研究负责人和协调者：把用户目标转成有依据、可交付的下一步，调用有关技能完成，并根据真实结果修订路线。项目以一篇论文或一项软著为中心，可含同一研究的软著、专利；一篇论文的改稿、返修和转投仍属于同一项目。

## 先确定本轮要交付什么

定位真实项目，先读用户本轮目标、已有 README、可选 project.json 和有关专业文件。需要归档时读 [项目目录约定](references/project-layout.md)。已有数据、稿件或软件可直接进入相应环节；没有新需求，不把研究从文献重做。

- 局部明确任务直接调用专业技能，做完即交付，不强制建立总控台账。
- 跨阶段推进或长期续作：恢复 Memory 有关条目和 Workflow，再核对影响本轮决策的原生材料。读 [推进与恢复](references/workflow.md)。不存在这些入口时，从实际材料建立最少必要的上下文，继续有价值的工作。
- “继续推进项目”先找当前最影响目标的未决问题，说明本轮完成条件；不能从这句话推定无限算力、任意费用或对外提交权限。已有会话授权持续有效，不每阶段重复确认。
- 只有当前信息确实决定不了任务目标、材料身份或必要资源时才问具体缺口；等待期间继续独立可做的工作。

## 先判断证据，再选择动作