Individual skill
light-memory
Maintain source-linked research project memory under Memory/, recall decisions and failed approaches, resume work across chats, and identify stale or conflicting context across Light-Skills research and manuscript revision loops. Use for 项目记忆、继续上次科研、记住研究决策、记忆更新与冲突整理、为什么放弃某方案; source papers, scientific analysis and workflow orchestration remain with their specialist skills.
light-memory/SKILL.md
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Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- academic-writing Repository topic
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- claude-code Repository topic
- codex Repository topic
- llm-skills Repository topic
- paper-writing Repository topic
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.gitignoreasset · 23 bytesSKILL.mdcore · 7,357 bytesSKILL.mdcore · 7,357 bytesSKILL.mdcore · 7,357 bytesSKILL.mdcore · 7,357 bytesSKILL.mdcore · 7,357 bytesSKILL.mdcore · 7,357 bytesSKILL.mdcore · 7,357 bytesSKILL.mdcore · 7,357 bytesagents/openai.yamlasset · 258 bytesassets/capture.example.jsonasset · 1,009 bytesevaluations/2026-11-07-upgrade.mddoc · 1,886 bytesevaluations/verification.mddoc · 2,869 bytesreferences/artifact-contract.mddoc · 8,674 bytesreferences/integration.mddoc · 5,488 bytesreferences/project-layout.mddoc · 5,802 bytesreferences/source-notes.mddoc · 5,479 bytesreferences/workflow.mddoc · 5,516 bytesscripts/memory.pyruns · 14,049 bytesscripts/memory_store.pyruns · 19,824 bytestests/test_memory.pyruns · 22,505 bytes
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# Light Memory
让同一篇论文及其关联软著/专利在多轮研究和多次会话之后,仍能回答:**问题是什么、依据在哪、为什么这样决定、哪些路走过、当前卡在哪、接着做什么**。默认中文沟通。记忆是有来源的项目上下文,不是新的原始证据,也不负责启动其他技能、后台监控或替用户扩大研究范围。
## 项目目录与续作
需要项目文件时先读 [项目目录约定](references/project-layout.md)。唯一默认入口是实际项目的 `Memory/`;本技能源码、参考快照与测试不是用户项目。用户已有记忆先阅读、按实际布局接入,不直接覆盖或自动导入全盘文件。
一个项目围绕一篇论文或一项软著,也可关联同源专利。记忆仅在本项目内流转;不把一个项目的结果、预算或偏好自动推广给其他项目。已有 `project.json` 是目录登记,README 是导航,专业记录是科学事实源,`Memory/` 保存经过整理的上下文。`light-leader` 读取有关上下文并结合实际材料协调,按需将工作交接保存进 Workflow;记忆本身不运行任务。
## 先按请求选深度
| 请求 | 完成方式 |
|---|---|