{
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  "generatedFrom": "去敏白名单、代表性原文复核与《穷学生宝典（第一版）》去敏拆卡",
  "records": [
    {
      "id": "aaaw-book-recruit-four-rounds",
      "title": "招新四轮考核流程",
      "domain": "新生必修",
      "summary": "用演讲、个人技术、组队技术与终面四轮考核，把招新、技术入门和意志筛选合并成一套可持续流程。",
      "plainLanguage": "招新不是收简历。候选人边学边考，考核本身就是第一课；能走完四轮的人，大概率就是能一起走四年的人。",
      "keyPoints": [
        "大一开学即启动招新，持续开放报名通道，越早越好",
        "四轮依次为演讲考核、寒假个人技术考核、大一下组队技术考核和终面",
        "面试官出题并提供学习资源，考核过程就是一次技术入门",
        "高门槛能筛选出更珍惜机会的人，但前提是有足够的报名基数",
        "中途纳新重点考察文化融合、创业意愿与家庭态度"
      ],
      "useWhen": [
        "制定新一届招新方案",
        "设计考核题目与配套学习资料",
        "评估候选人是否适合联合创始团队"
      ],
      "workflow": [
        "提前预告招新宣讲会，开放线上报名通道",
        "第一轮演讲考核，观察表达、感染力与创业意愿",
        "寒假个人技术考核，验证自学能力与投入度",
        "大一下组队技术考核，预留约一个月完成一个成品",
        "终面全面了解品性、创业意愿与家庭支持度",
        "最晚大一下完成全部考核，公示新成员并进入培养"
      ],
      "evidence": [
        "首届负责人靠一场班内演讲，全班 32 人有 28 人报名",
        "宝典建议最晚大一下完成全部考核，以便立刻投入学习与项目",
        "书明确要求技术考核由面试官出题并提供学习资源"
      ],
      "limits": [
        "考核节奏需按校历与专业课程灵活调整",
        "高门槛筛选依赖报名基数，宣讲与宣传不能省",
        "家庭态度属于个人隐私，询问应尊重边界并保密"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》第一部分 · 关于团队招新"
      ],
      "tags": [
        "招新",
        "四轮考核",
        "演讲",
        "技术考核",
        "中途纳新"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-30",
      "featuredRank": 1,
      "featuredReason": "招新决定团队未来四年的下限：四轮考核把筛选、技术入门和归属感合并成一套流程，是新生理解团队的第一课。",
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      "readingPriority": "P0",
      "relatedProjects": [
        {
          "projectId": "aaaw-project-smart-gym",
          "basis": "项目讲解 lecture-gym-recruit（V10，知识层证据）",
          "evidenceLevel": "distilled"
        }
      ],
      "projectLinkStatus": "linked",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-book-learn-build",
      "title": "学技术做项目：大学四年路径",
      "domain": "新生必修",
      "summary": "大一大二学技术、大二试校内项目、大三大四承接校外业务，配合三阶段技术分工，把四年排成一条成长曲线。",
      "plainLanguage": "先靠视频和文档把技术学起来，再用校内项目练手，最后靠校外业务挣钱；每一步都在为毕业前的公司做积累。",
      "keyPoints": [
        "大一大二以学习技术为主，建学习文档并逐届更新传承",
        "大二开始做校内项目练运营，不追求盈利而重经验",
        "大三大四承接校外业务，以实战打磨团队并积累资金",
        "技术分工从市场组加技术组起步，逐步分化产品、测试与研发",
        "按市场需求定技术方向，不盲目深钻单一技术"
      ],
      "useWhen": [
        "给新生排学习计划",
        "决定团队当前阶段该做什么",
        "评估成员学习方向与分工"
      ],
      "workflow": [
        "建立技术学习文档并收集整理学习资料",
        "成员按前端、后端、UI 明确分工与学习目标",
        "大二选择一个校内方向做小项目并复盘",
        "大三大四开始承接外包业务并规范交付",
        "接触技术入股类合作时先明确股权与任务分配",
        "每学期复盘技术方向是否符合市场需求"
      ],
      "evidence": [
        "宝典按年级给出学技术、做校内项目、承接校外业务的节奏",
        "书给出市场组技术组到研发测试的三阶段分工框架",
        "书强调技术方向要跟着市场调整并逐届传承学习资料"
      ],
      "limits": [
        "节奏是建议而非硬性校规，需结合学业与成员实际",
        "校内项目涉及同学数据时注意隐私边界",
        "技术入股合作需书面约定，避免口头承诺"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》第一部分 · 关于工作内容"
      ],
      "tags": [
        "学技术",
        "校内项目",
        "外包",
        "技术分工",
        "成长路径"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-30",
      "featuredRank": 3,
      "featuredReason": "新生的四年不能走一步看一步：先把技术学扎实，再靠项目练手、靠业务挣钱，这条路径直接决定毕业前能积累什么。",
      "publicVersion": "sha256:e73cd00ce358d8140e6ec8dc19fddc4816fa08994bb0e76fde95972c42418f23",
      "readingPriority": "P0",
      "relatedProjects": [
        {
          "projectId": "aaaw-project-stream-recorder",
          "basis": "项目讲解 lecture-stream-learning（V10，知识层证据）",
          "evidenceLevel": "distilled"
        },
        {
          "projectId": "teach-campus-ride-execution",
          "basis": "教学映射 mapsTo（V5-V6 建立的知识层证据）",
          "evidenceLevel": "distilled"
        }
      ],
      "projectLinkStatus": "linked",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-book-office",
      "title": "办公室：场地生死线与办公规定",
      "domain": "新生必修",
      "summary": "优先争取校内免费或低租金场地，用开放式办公和成文规定维持工作状态，并让办公室在两届之间可持续传承。",
      "plainLanguage": "办公室就像蜗牛的壳。有固定场地，团队才能像企业一样每天运转；没有场地，再好的团队也大概率散伙。",
      "keyPoints": [
        "固定办公场地是决定团队生死的基础设施，优先争取校内资源",
        "校外租房成本高，一年租金加开销可能接近三万，难以长期承受",
        "开放式办公让所有人的工作状态透明，禁止在办公室玩游戏、刷视频",
        "统一荣誉墙、本子、PPT 模板等视觉元素，文化建设包括物理环境",
        "两届团队同屋半年再分开，利于上一届言传身教；预留租金应对回收风险"
      ],
      "useWhen": [
        "申请或交接办公场地",
        "制定办公室管理规定",
        "评估团队办公可持续性"
      ],
      "workflow": [
        "先向创业学院、实验室或孵化中心申请校内场地",
        "谈不下再考虑与社团共用临时落脚点",
        "制定并张贴办公室规定，安排定期大扫除",
        "用考勤和开放办公维持工作状态",
        "两届同屋半年完成文化传递后按需分开",
        "与老师保持沟通并预留校外租金预案"
      ],
      "evidence": [
        "宝典把办公场地列为决定团队生死的重要因素",
        "书给出三个场地途径：创业学院、学院实验室、校外孵化器",
        "书要求统一办公室视觉元素并禁止与工作无关的行为"
      ],
      "limits": [
        "各校场地政策不同，以本校实际资源为准",
        "租金估算是书中的历史数据，需按当地行情复核",
        "共用办公室是过渡方案，不应长期替代独立场地"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》第一部分 · 关于办公室"
      ],
      "tags": [
        "办公室",
        "场地",
        "办公规定",
        "开放办公",
        "可持续"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-30",
      "featuredRank": 4,
      "featuredReason": "场地是团队能否像企业一样运转的底线。新生第一天就该明白为什么坚持到办公室上班，而不是在宿舍远程凑合。",
      "publicVersion": "sha256:596507a5dddedea963c97786ee75e987ae18083f40d84fca12f164337755b35e",
      "readingPriority": "P0",
      "relatedProjects": [],
      "projectLinkStatus": "none",
      "projectLinkNote": "暂无适用项目案例（制度/理念类知识点，不以关联数量为指标）",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-book-oath-fund",
      "title": "成立仪式与100元创业基金",
      "domain": "新生必修",
      "summary": "以宣读誓词和每人缴纳 100 元启动资金开启一届团队，把共同创业的承诺和资金规则在第一天就讲清楚。",
      "plainLanguage": "成立仪式不是走形式。一句誓词、每人一百元启动资金，把“我们是共同创业者”变成所有人都要兑现的承诺。",
      "keyPoints": [
        "新一届团队成立时全体成员宣读誓词，明确目标与核心价值观",
        "每人缴纳 100 元存入团队账户，作为本届启动资金",
        "成员中途离开不带走任何创业资金，制度提前讲清楚",
        "仪式感把价值观、目标和归属感一次性传递给新成员"
      ],
      "useWhen": [
        "筹办新一届成立仪式",
        "设计团队初始资金规则",
        "向新成员解释制度含义"
      ],
      "workflow": [
        "确定成立仪式时间与流程",
        "全体起立宣读誓词",
        "新成员缴纳 100 元创业基金并存入团队独立账户",
        "登记资金归属与使用规则",
        "向成员讲清离开不带走资金的约定",
        "把仪式照片与名单沉淀为团队记忆"
      ],
      "evidence": [
        "宝典附有完整宣誓誓词，以毕业前成立可持续经营的公司为目标",
        "书规定 100 元启动资金存入本届团队账户",
        "书明确成员中途离开不带走包括启动资金在内的任何创业资金"
      ],
      "limits": [
        "金额是象征性的启动资金，不能替代正式财务管理",
        "誓词表述可在不改变核心目标的前提下按届微调",
        "仪式材料属于内部资料，公开展示前需去敏"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》第一部分 · 关于成立仪式"
      ],
      "tags": [
        "成立仪式",
        "宣誓",
        "创业基金",
        "团队账户"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-30",
      "featuredRank": 5,
      "featuredReason": "一百块钱买不来项目，但能买来一个郑重的开始：宣誓和共同出资让新成员第一次把团队目标当成自己的承诺。",
      "publicVersion": "sha256:963085303d17e028db598a2646c1da5ed57964788a402ea38e4a3f9303598b02",
      "readingPriority": "P0",
      "relatedProjects": [],
      "projectLinkStatus": "none",
      "projectLinkNote": "暂无适用项目案例（制度/理念类知识点，不以关联数量为指标）",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-book-street-canvas",
      "title": "扫街获客：主动出击的笨办法",
      "domain": "骨干运营",
      "summary": "用客户聚集地、同行合作、人脉推荐和扫街陌拜组合获客，靠模拟训练和分片执行把最难的主动出击变成日常训练。",
      "plainLanguage": "没有客户就一间一间办公室去敲。扫街最难的不是被拒绝，而是出发前那一周的准备和坚持走完的执行力。",
      "keyPoints": [
        "获客渠道包括客户聚集地、同行合作、人脉推荐与扫街陌拜",
        "扫街前先做一周一对一模拟训练，预演被拒绝的场景",
        "去敏案例：团队为客户扫描两麻袋产品册、上架 2000 多个 SKU",
        "台风天打湿鞋裤仍坚持完成任务，把吃苦当训练",
        "被拒绝和驱赶很常见，应视为心理素质训练的机会"
      ],
      "useWhen": [
        "团队早期寻找第一批客户",
        "新人第一次陌拜前的训练",
        "复盘获客转化低的原因"
      ],
      "workflow": [
        "梳理目标区域与潜在客户名单",
        "准备一分钟说清团队能做什么的开场",
        "用一周做一对一模拟演练与话术打磨",
        "两人一组分片扫街并记录每家反馈",
        "拿到意向后按需求登记、方案、报价推进",
        "复盘转化率与话术，把经验写回团队知识库"
      ],
      "evidence": [
        "某届团队在正式扫街前用一周做一对一模拟训练",
        "首个扫街客户来自玻璃钢厂老板的网页需求，团队背回两麻袋产品册完成扫描上架",
        "宝典把扫街列为最常见也最能锻炼胆量的获客方式"
      ],
      "limits": [
        "案例细节已去敏，不代表可复制的收入水平",
        "扫街需遵守楼宇与园区管理规定",
        "陌拜话术要真实，不得夸大团队能力"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》第一部分 · 关于拓展业务"
      ],
      "tags": [
        "扫街",
        "获客",
        "陌拜",
        "外包",
        "心理素质"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-30",
      "publicVersion": "sha256:b9be8139cb8bc5f4d9eec422f48488e83c18fec950a06102a220cc29fb083ecc",
      "readingPriority": "P1",
      "relatedProjects": [
        {
          "projectId": "teach-street-canvas-glass",
          "basis": "教学映射 mapsTo（V5-V6 建立的知识层证据）",
          "evidenceLevel": "distilled"
        }
      ],
      "projectLinkStatus": "linked",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-book-meeting-sop",
      "title": "例会与例行工作 SOP",
      "domain": "骨干运营",
      "summary": "用日会、周会、月会分层掌握经营节奏，为每项例行工作建立含时间、流程、标准、执行人的 SOP，把靠自觉换成靠制度。",
      "plainLanguage": "会议频率决定团队反应速度，SOP 决定例行工作不会被人遗忘。两者都是把“靠自觉”换成“靠制度”。",
      "keyPoints": [
        "日早会看数据、周例会定计划、月度会复盘经营",
        "开会频率决定调整战术的节奏，例会不能断",
        "例会包含汇报、研讨、经营播报与计划四类内容",
        "例行工作要建立 SOP：时间、流程、标准、执行人四要素",
        "SOP 需要持续砍掉冗余并迭代，不是定一次就完结"
      ],
      "useWhen": [
        "搭建团队会议体系",
        "安排每周重复性任务",
        "复盘例行工作总被遗忘的问题"
      ],
      "workflow": [
        "固定每日早会时间并在十五分钟内结束",
        "每周例会总结上周并定下周计划",
        "每月做一次经营数据复盘",
        "为每项例行工作写出时间、流程、标准与执行人",
        "指定检查人验收执行质量",
        "定期评审 SOP，砍掉无效步骤"
      ],
      "evidence": [
        "宝典给出日例会、周管理研讨会、月度经营会议的完整时间表",
        "书用会议室清洁的例子说明 SOP 四要素",
        "书强调例行工作是公司正在创造价值的部分"
      ],
      "limits": [
        "会议模板需按团队规模裁剪，避免形式主义",
        "SOP 文档属于内部资料，公开前需去敏",
        "例会数据涉及经营信息，不进入公开层"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》第三部分 · 关于例会以及例行工作"
      ],
      "tags": [
        "例会",
        "SOP",
        "例行工作",
        "复盘"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-30",
      "publicVersion": "sha256:5a1eff95acef9fb9d76e1fbf3443ca0ec22ff5ba24a7babb684dceb5048de9fb",
      "readingPriority": "P1",
      "relatedProjects": [
        {
          "projectId": "aaaw-project-wteam-up",
          "basis": "项目讲解 lecture-wteamup-sop（V10，知识层证据）",
          "evidenceLevel": "distilled"
        }
      ],
      "projectLinkStatus": "linked",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-book-tech-inheritance",
      "title": "技术沉淀与传承",
      "domain": "骨干运营",
      "summary": "把技术学习资料、踩坑记录和可复用模块文档化并逐届更新，让每一届都能在上一届的基础上起步。",
      "plainLanguage": "技术不能只存在老成员脑子里。学习文档逐届更新、模块封装复用，下一届才能站在上一届的肩膀上起步。",
      "keyPoints": [
        "老成员的技术经验要整理成文档传承给新成员",
        "上一届负责更新技术学习资料，下一届快速上手",
        "平时开发注重模块封装与积累，缩短后续项目周期",
        "技术学习方向跟着市场需求逐届调整",
        "毕业师兄在同盟内继续提供技术经验分享"
      ],
      "useWhen": [
        "交接技术资料给下一届",
        "组织内部技术学习与考核",
        "评估团队技术积累是否可复用"
      ],
      "workflow": [
        "由技术负责人定期整理学习资料与路线",
        "按市场变化更新学习清单并标注优先级",
        "开发中沉淀可复用模块并写使用说明",
        "定期内部考核或比赛检验学习效果",
        "交接时新团队实际跑通一个最小案例",
        "把踩坑记录写回文档形成闭环"
      ],
      "evidence": [
        "宝典要求每一届团队更新迭代技术学习资料",
        "书提倡成员注意技术积累与模块封装",
        "书鼓励向其他高校团队请教并共享优质学习资源"
      ],
      "limits": [
        "资料链接可能随时间失效，交接时需逐项验证",
        "技术选型需按当年市场重新评估",
        "涉及合作项目的技术资料注意保密边界"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》第三部分 · 关于学习技术"
      ],
      "tags": [
        "技术沉淀",
        "传承",
        "模块封装",
        "学习资料"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-30",
      "publicVersion": "sha256:4ca4eb23fe382774c3ee1fb5b1f5a08f0f894c523e1577b87de136187d173ba9",
      "readingPriority": "P1",
      "relatedProjects": [
        {
          "projectId": "aaaw-project-smart-gym",
          "basis": "项目讲解 lecture-module-reuse（V10，知识层证据）",
          "evidenceLevel": "distilled"
        },
        {
          "projectId": "aaaw-project-linen-iot",
          "basis": "项目讲解 lecture-module-reuse（V10，知识层证据）",
          "evidenceLevel": "distilled"
        }
      ],
      "projectLinkStatus": "linked",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-book-finance-open",
      "title": "财务公开：独立账户与三张报表",
      "domain": "骨干运营",
      "summary": "团队账户与私人账户分开、会计出纳分设、定期公示三张报表，把财务透明变成创始团队之间的诚信制度。",
      "plainLanguage": "钱的事越透明，团队越团结。独立账户、定期公示财报、说清每一块钱花在哪，是创始团队之间的诚信底线。",
      "keyPoints": [
        "团队开设独立账户并与私人账户严格分开",
        "会计与出纳尽量分设，形成互相监督",
        "定期向全体成员公开财报是诚信问题",
        "负责人要看懂资产负债表、利润表和现金流量表",
        "清楚每一块钱的去向，才知道成本该省在哪里"
      ],
      "useWhen": [
        "建立团队财务制度",
        "准备月度经营汇报",
        "向成员解释资金使用情况"
      ],
      "workflow": [
        "开设团队独立账户并登记用途",
        "指定会计与出纳人选并明确职责",
        "按月整理三张报表并全员公示",
        "逐项核对大额支出与凭证",
        "用财报数据判断经营状况并调整策略",
        "换届或注册公司时完成账目交接"
      ],
      "evidence": [
        "宝典要求团队账户与私人账户分开，会计出纳分设",
        "书把定期公开财报列为负责人的诚信义务",
        "书强调不重视财报是企业破产的原因之一"
      ],
      "limits": [
        "报表模板是内部管理工具，不构成会计或法律意见",
        "金额与经营数据属于敏感信息，不进入公开层",
        "涉及税务与合规问题应咨询专业人士"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》第三部分 · 关于定期公开财务报表"
      ],
      "tags": [
        "财务",
        "独立账户",
        "财报",
        "透明"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-30",
      "publicVersion": "sha256:a1bc7a7cb285599298db90e50028db74448734681e4c3103ffd8a5b69226c424",
      "readingPriority": "P1",
      "relatedProjects": [
        {
          "projectId": "prof-finance-domain",
          "basis": "V13 项目档案实体建立（prof-finance-domain），兑现 P0 pending 线索（知识层证据）",
          "evidenceLevel": "distilled"
        }
      ],
      "projectLinkStatus": "linked",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-book-market-nose",
      "title": "市场嗅觉与判断",
      "domain": "负责人必修",
      "summary": "团队方向靠负责人的市场嗅觉与判断：多观察、懂请教、接触资本，再用小成本快速试错把判断变成结论。",
      "plainLanguage": "团队方向靠负责人的市场嗅觉。嗅觉不是天赋玄学，而是靠多观察、多请教、小成本快速试错练出来的判断力。",
      "keyPoints": [
        "市场嗅觉决定发现机会的灵敏度，判断决定做什么、何时做、谁来做",
        "从身边商业活动开始培养商业意识与分析习惯",
        "谦虚请教他人，把会友当作获取市场信息的方式",
        "与资本保持接触，但警惕人人都看好的红海机会",
        "新项目用小规模快速试错验证，失败多数也要有一个成功",
        "好生意的三个条件：有利润、可持续、有复利"
      ],
      "useWhen": [
        "寻找下一个项目方向",
        "评估一个机会是否值得投入",
        "安排试错的节奏与预算"
      ],
      "workflow": [
        "持续记录行业观察与热点线索",
        "带着初步判断请教行业内的人并综合意见",
        "评估市场规模、痛点与自身匹配度",
        "用最小成本搭建验证并设定判断指标",
        "按数据决定加注或放弃",
        "复盘每次试错并更新机会清单"
      ],
      "evidence": [
        "宝典把团队方向明确归因于负责人的市场嗅觉与判断",
        "书给出多观察、懂请教、接触资本三条培养建议",
        "某届团队曾同时测试二十多个方向，低成本快速迭代"
      ],
      "limits": [
        "案例为去敏转述，不构成投资或商业建议",
        "试错不等于盲目铺摊，必须有止损线",
        "趋势判断需按当前时间重新校准"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》第二部分 · 关于市场嗅觉与判断"
      ],
      "tags": [
        "市场嗅觉",
        "试错",
        "机会判断",
        "好生意"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-30",
      "publicVersion": "sha256:8d5fd8be3e3ad7d8aac4c275ffb4dc85c3b8d3c78ff882f872025b0ba37e9b87",
      "readingPriority": "P2",
      "relatedProjects": [],
      "projectLinkStatus": "pending",
      "projectLinkNote": "知识层存在真实资料域线索（lecture:lecture-archive-focus），但该资料域尚未建立项目实体，待原始档案核验后补充关联",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-book-equity-dream",
      "title": "股权分配：分股份就是分梦想",
      "domain": "负责人必修",
      "summary": "避免平均分与一股独大，把股份分给长期同行者，注册前锁定退出机制与期权池，让股权结构服务于公司长期目标。",
      "plainLanguage": "股份是长期价值的载体。分给长期同行的人、定了就不乱改、离开按约定退出，才算把梦想分明白。",
      "keyPoints": [
        "避免三人平分或一股独大两类极端结构",
        "股份分给愿意长期留在公司创造价值的人",
        "顾问式零星贡献不宜占股",
        "中途硬改股权结构容易引发矛盾，定了就保持稳定",
        "注册公司前约定退出机制：约定期限内离开不带走股份",
        "设期权池吸收未来优秀成员，通常由负责人代持但无决定权"
      ],
      "useWhen": [
        "注册公司前设计股权结构",
        "讨论新成员或顾问的股份诉求",
        "处理股东退出的预案"
      ],
      "workflow": [
        "明确公司长期目标与梦想规模",
        "按长期投入意愿筛选股东名单",
        "设计避免平分与独大的股权比例",
        "签署含退出机制与一致行动约定的协议",
        "预留期权池并明确代持与使用规则",
        "把股权文件与决议归档并逐届交接"
      ],
      "evidence": [
        "宝典用投资人与团结两个视角分析平分与一股独大的问题",
        "书强调分股份就是分梦想，分给长期同行者",
        "书建议约定期限内离开不带走股份并提前签署协议"
      ],
      "limits": [
        "书中结构是经验性建议，不构成法律意见",
        "涉及公司法与税务应咨询专业人士",
        "具体比例需结合团队实际协商确定"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》第四部分 · 关于股权分配"
      ],
      "tags": [
        "股权",
        "退出机制",
        "期权池",
        "创始人协议"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-30",
      "publicVersion": "sha256:03b12e9b37205d6b1cb4dd8a777dc5031b6f1499b1e9251dff51eaa633ce4831",
      "readingPriority": "P2",
      "relatedProjects": [],
      "projectLinkStatus": "none",
      "projectLinkNote": "暂无适用项目案例（制度/理念类知识点，不以关联数量为指标）",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-book-succession",
      "title": "传承下一届：找头狼与不长臂管理",
      "domain": "负责人必修",
      "summary": "提前物色能独立带团队的下一届负责人，用技术、文化、人脉三条线完成交接，然后忍住不干涉下一届的决策。",
      "plainLanguage": "传承的关键是选对人，不是培养下属。找到能独立带团队的下一届负责人，然后把资源交出去，忍住不插手。",
      "keyPoints": [
        "大二开学就开始物色下一届负责人",
        "选拔标准是能否独立组建团队，而不是当自己的下属",
        "技术、文化、人脉三条传承线都要交接",
        "师兄不做长臂管理，不干涉下一届决策",
        "舍得把校内资源交给下一届，鼓励他们面向校外市场",
        "每年借酒会与研讨会完成跨届深度交流"
      ],
      "useWhen": [
        "启动下一届负责人选拔",
        "规划换届交接清单",
        "处理师兄与在校团队的边界"
      ],
      "workflow": [
        "在日常相处中物色有创业属性的低年级学生",
        "以独立带团队为标准评估候选人头狼",
        "交接技术文档、制度文本与人脉名单",
        "安排同屋或共事期完成言传身教",
        "换届后转为顾问角色，不参与日常决策",
        "通过酒会与研讨会保持跨届联系"
      ],
      "evidence": [
        "宝典建议大二一开学就物色下一届负责人",
        "书明确传承招新不是招募下属，80 分也可以找 120 分的人",
        "书要求师兄不长臂管理，在技术与业务上提供帮助为主"
      ],
      "limits": [
        "选拔判断带主观性，需多届交叉验证",
        "传承断层无法完全避免，需以文字制度降低风险",
        "人脉交接应尊重双方意愿，不做强制安排"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》第四部分 · 关于传承下一届"
      ],
      "tags": [
        "传承",
        "换届",
        "头狼",
        "长臂管理",
        "人脉交接"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-30",
      "publicVersion": "sha256:2a104012e91dc72217b8c5d2061ec16f5009aa61fe22739b02c62518a7e47c4e",
      "readingPriority": "P2",
      "relatedProjects": [
        {
          "projectId": "prof-knowledge-hub",
          "basis": "V13 项目档案实体建立（prof-knowledge-hub），兑现 P0 pending 线索（知识层证据）",
          "evidenceLevel": "distilled"
        }
      ],
      "projectLinkStatus": "linked",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-book-removal",
      "title": "淘汰成员：原则与边界",
      "domain": "负责人必修",
      "summary": "价值观问题零容忍、状态问题给机会、早期由负责人亲自劝退、成熟期用制度淘汰，淘汰后做好公示与善后。",
      "plainLanguage": "淘汰不是为了排除异己，而是保护团队的前进方向。价值观问题零容忍，状态问题给机会，动手的人永远是负责人本人。",
      "keyPoints": [
        "价值观出问题（诚信、受贿、挪用）立刻淘汰，不容忍",
        "阶段性惰怠先私下面谈并给调整机会",
        "早期淘汰由负责人亲自劝退，绝不用投票羞辱人",
        "成熟团队用制度淘汰，如 271 原则与末位机制",
        "淘汰后要公开说明原因并做好情绪疏导与交接",
        "选择时谨慎，认定后不轻易放弃长期同行者"
      ],
      "useWhen": [
        "处理成员违反制度或长期低状态",
        "设计团队淘汰制度",
        "复盘一次艰难的人员决定"
      ],
      "workflow": [
        "先判断问题属于价值观还是阶段性状态",
        "价值观问题立即启动淘汰流程",
        "状态问题私下面谈并约定观察期",
        "由负责人亲自面谈劝退，照顾情绪",
        "公开说明原因并完成工作交接",
        "疏导成员情绪并评估是否纳新补充"
      ],
      "evidence": [
        "宝典按价值观、惰怠、早期与成熟期分别给出淘汰原则",
        "书明确反对用投票方式淘汰成员",
        "书提醒淘汰成员后负责人需公开宣布并做好善后"
      ],
      "limits": [
        "淘汰决定涉及个人权益，流程应留存记录",
        "涉及股权的退出按协议处理，不与劝退混谈",
        "书中案例已去敏，不应指向具体个人"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》第四部分 · 关于淘汰成员"
      ],
      "tags": [
        "淘汰",
        "价值观",
        "劝退",
        "制度"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-30",
      "publicVersion": "sha256:1eb817d270905b1224e3dbd7e09e8f036567b7f8d53fdb92bc047519a2477077",
      "readingPriority": "P2",
      "relatedProjects": [],
      "projectLinkStatus": "none",
      "projectLinkNote": "暂无适用项目案例（制度/理念类知识点，不以关联数量为指标）",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-book-wteam-overview",
      "title": "网维体系：梦想、坚韧、传承",
      "domain": "新生必修",
      "summary": "一分钟理解网维（WTEAM）是什么：以毕业前成立公司为目标的学生技术创业体系，靠上一届带下一届把经验变成制度。",
      "plainLanguage": "网维不是社团也不是实验室：它是一群用大学四年真实创业的人，梦想、坚韧、传承三个词就是这套体系的骨架。",
      "keyPoints": [
        "目标：毕业前成立一家可持续经营的公司，并逐步发展壮大",
        "核心价值观：梦想、坚韧、传承",
        "不是社团（不盈利导向）、不是科研团队（不以创业为目的）、不是临时项目组",
        "上一届帮下一届是回馈机制，经验通过文字与制度沉淀",
        "网维同盟连接全国高校团队，提供年度研讨与孵化资源"
      ],
      "useWhen": [
        "新成员第一次了解团队定位",
        "向老师、嘉宾或合作方介绍网维",
        "区分网维与校内其他组织的差异"
      ],
      "workflow": [
        "读导言理解为什么大学是创业黄金期",
        "记住目标与三个核心价值观",
        "分清网维与社团、科研团队、项目制团队的区别",
        "了解同盟的研讨会与孵化支持",
        "进入「最有价值」模块从 P0 卡开始阅读"
      ],
      "evidence": [
        "宝典导言与「网维团队的故事」章节",
        "2018 年 11 位负责人用两天两夜讨论 103 个话题形成本书",
        "同盟自 2019 年起在全国 60 多所高校帮助建立首届团队"
      ],
      "limits": [
        "各校团队具体制度以本校文本为准",
        "书中数据为写作时点口径，引用需注明",
        "涉及具体人物的段落已去敏为角色表述"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》导言 · 网维团队的故事"
      ],
      "tags": [
        "网维体系",
        "核心价值观",
        "传承",
        "新生必读"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-31",
      "readingPriority": "P0",
      "publicVersion": "sha256:2036f33f93525d5d08e13e9518df906bb2644a011ba9cc27d04b009326cc969d",
      "relatedProjects": [],
      "projectLinkStatus": "none",
      "projectLinkNote": "暂无适用项目案例（制度/理念类知识点，不以关联数量为指标）",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-domain-governance",
      "title": "创新团队年度治理闭环",
      "domain": "团队治理与申报",
      "summary": "把申报、任务书、年度计划、过程记录、成果验收和下一年度计划连成一个可检查的管理闭环。",
      "plainLanguage": "团队不是提交一次申报书就结束，而是每年都要说明目标、留下过程证据、接受验收，再决定是否继续建设。",
      "keyPoints": [
        "立项后及时签订任务书并提交年度计划",
        "过程记录册是检查进度和评价成果的重要依据",
        "验收材料必须同时包含成果与过程支撑",
        "政策、成果口径和时间节点须按当年文件复核"
      ],
      "useWhen": [
        "准备创新团队申报或续建",
        "制定年度计划和月度复盘",
        "整理验收材料与成果证据"
      ],
      "workflow": [
        "确认当年通知与申报条件",
        "定义成员分工、研究目标和预算",
        "提交申报书并完成评审",
        "立项后签任务书和年度计划",
        "持续记录研究进展与成员变动",
        "按年度提交成果、过程册和下一年度计划"
      ],
      "evidence": [
        "2023 年管理办法明确校院两级管理与年度申报",
        "办法要求团队建立过程记录册",
        "验收采用基础要求加量化成果的动态管理"
      ],
      "limits": [
        "制度材料属于历史版本，不能替代当年通知",
        "公开卡片不展示成员名单、联系方式和经费明细",
        "成果达标不等于网站已独立核验真实性"
      ],
      "sourceBasis": [
        "广东海洋大学学生创新团队管理办法 2023",
        "学生创新团队申报书与年度验收附件目录"
      ],
      "tags": [
        "立项",
        "过程管理",
        "年度验收",
        "证据闭环"
      ],
      "evidenceLevel": "document",
      "sourceYear": 2023,
      "visibility": "public",
      "contentStatus": "published",
      "publicVersion": "sha256:798095efaf54abb96f364772ba2b1b659533d6bb6bfd1dcd801ff2ed9691ad13",
      "lastReviewedAt": "2026-10-28",
      "relatedProjects": [
        {
          "projectId": "teach-gitlab-onboarding",
          "basis": "教学映射 mapsTo（V5-V6 建立的知识层证据）",
          "evidenceLevel": "distilled"
        }
      ],
      "projectLinkStatus": "linked",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-domain-evidence",
      "title": "团队成果证据链",
      "domain": "团队成果与宣传",
      "summary": "把成果主张、原始证明、项目过程和公开素材分层管理，避免宣传材料与事实证据混为一谈。",
      "plainLanguage": "先回答这件事有什么原始证据，再决定能不能对外讲、应该怎么讲，而不是只收集漂亮图片。",
      "keyPoints": [
        "每条成果主张都对应可定位的原始证明",
        "团队级成果和个人级成果分开",
        "过程照片不能替代奖项或知识产权证明",
        "公开副本必须去除人员与凭据数据"
      ],
      "useWhen": [
        "制作团队介绍或答辩材料",
        "核验奖项、论文、专利和软著",
        "交接历届成果档案"
      ],
      "workflow": [
        "登记成果主张和责任人",
        "定位证书、文件或官方页面",
        "核对完成单位、时间和成果角色",
        "建立去敏公开副本",
        "在宣传材料中标注证据等级",
        "定期复核失效链接和待确认项"
      ],
      "evidence": [
        "资料包含团队介绍、成果采集表、证书和答辩材料",
        "同一成果存在宣传副本与证明材料两种用途",
        "部分历史文件存在重复版本，需要保留来源关系"
      ],
      "limits": [
        "目录存在不等于成果真实有效",
        "文件时间不能直接当作成果发生时间",
        "涉及身份证明、证书编号和人员信息的原件不得公开"
      ],
      "sourceBasis": [
        "学生创新团队年度成果数据采集表",
        "团队成果答辩材料",
        "创新团队介绍与佐证材料目录"
      ],
      "tags": [
        "证据链",
        "成果核验",
        "宣传",
        "去敏"
      ],
      "evidenceLevel": "catalog",
      "sourceYear": 2023,
      "visibility": "public",
      "contentStatus": "published",
      "publicVersion": "sha256:7de414f20191e27a36e1218cd1d12d600792d5af3150e7022586db88d4ff1a5a",
      "lastReviewedAt": "2026-10-28",
      "relatedProjects": [
        {
          "projectId": "teach-juice-shop-security",
          "basis": "教学映射 mapsTo（V5-V6 建立的知识层证据）",
          "evidenceLevel": "distilled"
        }
      ],
      "projectLinkStatus": "linked",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-domain-project-delivery",
      "title": "软件项目交付六层模型",
      "domain": "项目研发与交付",
      "summary": "用需求、协议、源码、构建物、部署配置和验收证据六层结构管理项目，避免把一个压缩包误当成完整交付。",
      "plainLanguage": "能运行的成品、能继续开发的源码、能复现上线的配置和能证明交付的验收记录，是四件不同的事。",
      "keyPoints": [
        "需求和变更先于实现",
        "源码与构建物保持版本对应",
        "部署配置和凭据必须独立受控",
        "验收要验证真实页面与关键流程"
      ],
      "useWhen": [
        "接手历史项目",
        "准备客户交付",
        "判断旧项目是否还能维护",
        "整理项目归档"
      ],
      "workflow": [
        "确认需求范围和验收标准",
        "登记源码仓库与版本",
        "生成可复现的构建产物",
        "分离环境配置和秘密信息",
        "记录部署步骤与回滚点",
        "用真实入口完成验收并归档证据"
      ],
      "evidence": [
        "项目区同时出现需求文档、源码压缩包、构建目录和后端制品",
        "部分项目只有构建物，不能证明源码可维护",
        "部分归档混入数据库与运维凭据，需要隔离"
      ],
      "limits": [
        "存在源码不代表依赖完整或可构建",
        "存在部署包不代表当前服务器仍可用",
        "未经许可证和隐私复核不得对外共享源码"
      ],
      "sourceBasis": [
        "项目研发与交付目录清单",
        "码流收录系统需求说明",
        "多个软件项目构建与部署归档"
      ],
      "tags": [
        "需求",
        "源码",
        "构建",
        "部署",
        "验收"
      ],
      "evidenceLevel": "catalog",
      "sourceYear": 2024,
      "visibility": "public",
      "contentStatus": "published",
      "publicVersion": "sha256:c881462f2fc30ac4c3cfc9a6a50e67c86e2be80b09ea5950fcb88acf1ba606f5",
      "lastReviewedAt": "2026-10-28",
      "relatedProjects": [
        {
          "projectId": "teach-cal-booking",
          "basis": "教学映射 mapsTo（V5-V6 建立的知识层证据）",
          "evidenceLevel": "distilled"
        },
        {
          "projectId": "teach-juice-shop-security",
          "basis": "教学映射 mapsTo（V5-V6 建立的知识层证据）",
          "evidenceLevel": "distilled"
        },
        {
          "projectId": "teach-campus-ride-execution",
          "basis": "教学映射 mapsTo（V5-V6 建立的知识层证据）",
          "evidenceLevel": "distilled"
        }
      ],
      "projectLinkStatus": "linked",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-domain-learning",
      "title": "竞赛与大创材料学习法",
      "domain": "竞赛与学习",
      "summary": "把规则、模板、往届案例、自己的初稿和复盘证据按顺序使用，避免照抄旧材料。",
      "plainLanguage": "旧案例用来理解结构和评分逻辑，不是拿来替代当年规则，更不能把别人的项目内容换个名字直接提交。",
      "keyPoints": [
        "先读当年通知和评分要求",
        "模板用于检查结构完整性",
        "案例用于比较论证方法",
        "最终材料必须回到自己的问题与证据"
      ],
      "useWhen": [
        "准备竞赛计划书",
        "申报大学生创新训练项目",
        "训练答辩和复盘能力"
      ],
      "workflow": [
        "锁定当年官方规则",
        "拆解模板字段和评分点",
        "选取一份同类案例做结构标注",
        "建立自己的问题证据表",
        "完成初稿并逐项反证",
        "保留修改记录和最终验收结果"
      ],
      "evidence": [
        "资料同时包含参考模板、申报流程和多个往届案例",
        "蓝桥杯题库与课程设计材料可支持专项练习",
        "部分财务指南属于历史流程，需单独复核"
      ],
      "limits": [
        "历史案例不代表当年政策",
        "案例质量未经统一评价",
        "公开知识卡不提供原始参赛材料下载"
      ],
      "sourceBasis": [
        "大创申报指南",
        "互联网加项目计划书参考模板",
        "蓝桥杯与课程设计资料目录"
      ],
      "tags": [
        "竞赛",
        "大创",
        "案例分析",
        "复盘"
      ],
      "evidenceLevel": "document",
      "sourceYear": 2025,
      "visibility": "public",
      "contentStatus": "published",
      "publicVersion": "sha256:0b1c7ace65f66c74342f68e819b03e5ce7c718a8d900f512a575abc0dfac8dd1",
      "lastReviewedAt": "2026-10-28",
      "relatedProjects": [],
      "projectLinkStatus": "none",
      "projectLinkNote": "暂无适用项目案例（制度/理念类知识点，不以关联数量为指标）",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-project-smart-gym",
      "title": "高校体育馆预约系统业务模型",
      "domain": "项目研发与交付",
      "summary": "围绕微信登录、场地与时段、订单支付、入场码、退款和后台配置形成的预约系统业务闭环。",
      "plainLanguage": "用户看到的是选场地和付款，系统真正难点是保证同一时段不重复售卖、订单状态一致，并让后台配置准确影响前台。",
      "keyPoints": [
        "微信身份与用户账户绑定",
        "场地日期时段和收费规则",
        "订单支付入场码与退款状态",
        "门店场地储值卡和管理员配置"
      ],
      "useWhen": [
        "设计场馆或会议室预约产品",
        "梳理订单状态机",
        "评审小程序与后台边界"
      ],
      "workflow": [
        "后台配置门店、场地和开放时段",
        "用户登录并选择日期与场次",
        "系统校验库存并生成待支付订单",
        "支付成功后生成可核验入场凭证",
        "用户查看订单或申请退款",
        "后台处理订单并复核场地利用率"
      ],
      "evidence": [
        "软件说明书记载微信登录与订场流程",
        "说明书记载按日期时段收费和免费场设置",
        "说明书记载支付、入场码、订单查询、退款与后台场地管理"
      ],
      "limits": [
        "说明书描述功能，不等于当前线上系统仍可用",
        "支付、退款和并发占位未做代码级验证",
        "人员信息和申请材料保留在受限区"
      ],
      "sourceBasis": [
        "高校体育馆预约管理系统软件说明书",
        "高校体育馆预约管理系统归档目录"
      ],
      "tags": [
        "预约系统",
        "订单状态",
        "微信小程序",
        "运营后台"
      ],
      "evidenceLevel": "document",
      "sourceYear": 2024,
      "visibility": "public",
      "contentStatus": "published",
      "publicVersion": "sha256:258fd91b53e707477d50f84b319cb9ddffdd987e652cc4500b1b31402e3e0b8e",
      "lastReviewedAt": "2026-10-28",
      "relatedProjects": [
        {
          "projectId": "teach-cal-booking",
          "basis": "教学映射 mapsTo（V5-V6 建立的知识层证据）",
          "evidenceLevel": "distilled"
        },
        {
          "projectId": "prof-smart-gym",
          "basis": "V13 项目档案建立（知识层证据）",
          "evidenceLevel": "distilled"
        }
      ],
      "projectLinkStatus": "linked",
      "contentType": "reference",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-project-linen-iot",
      "title": "多端物联系统接管清单",
      "domain": "项目研发与交付",
      "summary": "设备端、用户端、管理端和后台服务分包归档时，应先建立系统边界与接口地图，再判断是否可维护。",
      "plainLanguage": "四个代码包不等于四套独立系统；它们通常共享账户、订单和设备状态，接手前必须先弄清谁调用谁。",
      "keyPoints": [
        "识别设备端用户端管理端和服务端",
        "建立接口与数据所有权地图",
        "核对版本和环境依赖",
        "先做最小链路验证再改业务"
      ],
      "useWhen": [
        "接手多端物联网项目",
        "整理多个历史代码包",
        "评估系统能否继续迭代"
      ],
      "workflow": [
        "为每个包确认角色和启动入口",
        "登记语言框架和依赖版本",
        "梳理账户订单设备三类核心实体",
        "定位接口地址与鉴权方式",
        "在隔离环境跑通一条最小业务链",
        "形成缺失项和风险清单"
      ],
      "evidence": [
        "归档中存在设备端、用户端、管理端和后台四类独立代码包",
        "文件名可以支持多端边界判断",
        "当前尚无经复核的业务需求文档"
      ],
      "limits": [
        "目录证据不足以确认具体业务功能",
        "数据库与接口配置不得直接上线复用",
        "未完成构建和运行验证前保持目录核对等级"
      ],
      "sourceBasis": [
        "恒峰布草物联管理系统四端归档目录"
      ],
      "tags": [
        "物联网",
        "多端",
        "接口地图",
        "接管"
      ],
      "evidenceLevel": "catalog",
      "sourceYear": 2024,
      "visibility": "public",
      "contentStatus": "published",
      "publicVersion": "sha256:25799c9cfc1e70a35362db58da99a5790885fff3a747b1c365f2bc9306021cc2",
      "lastReviewedAt": "2026-10-28",
      "relatedProjects": [
        {
          "projectId": "teach-thingsboard-iot",
          "basis": "教学映射 mapsTo（V5-V6 建立的知识层证据）",
          "evidenceLevel": "distilled"
        },
        {
          "projectId": "prof-linen-iot",
          "basis": "V13 项目档案建立（知识层证据）",
          "evidenceLevel": "distilled"
        }
      ],
      "projectLinkStatus": "linked",
      "contentType": "reference",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-project-stream-recorder",
      "title": "码流故障触发录制架构",
      "domain": "项目研发与交付",
      "summary": "以多路 TS over IP 持续录制为基础，通过分析仪错误计数触发带前置缓存的故障片段留存。",
      "plainLanguage": "系统平时持续接收电视传输流；分析仪发现错误后，录制系统不仅保存故障之后的数据，还要把故障前十到三十秒一起保留下来。",
      "keyPoints": [
        "支持 UDP 或 RTP 的单播和组播",
        "分析仪提供错误类型和累计数量",
        "触发条件需要计算单位时间内的增量",
        "存储容量必须按码率保留天数和阵列利用率估算"
      ],
      "useWhen": [
        "设计广播电视码流留证系统",
        "评审事件触发录制",
        "估算高码率长期存储"
      ],
      "workflow": [
        "登记分析仪设备和接收端口",
        "持续采集码流并维护环形缓存",
        "周期查询错误计数并计算增量",
        "达到门限时固化前后故障片段",
        "记录任务日志报警和文件元数据",
        "按保留策略清理或迁移文件"
      ],
      "evidence": [
        "需求明确单机一百路以上并行录制目标",
        "需求明确错误触发和十至三十秒缓存",
        "需求给出原始录制与转码录制的容量估算示例",
        "接口采用 HTTP 请求与结构化数据返回"
      ],
      "limits": [
        "这里记录的是需求指标，不代表已经实现",
        "容量公式需按阵列可用容量和真实码率重新计算",
        "接口地址和设备网络信息不进入公开层"
      ],
      "sourceBasis": [
        "码流收录系统功能需求说明 v1.2"
      ],
      "tags": [
        "TS over IP",
        "故障触发",
        "环形缓存",
        "容量规划"
      ],
      "evidenceLevel": "document",
      "sourceYear": 2023,
      "visibility": "public",
      "contentStatus": "published",
      "publicVersion": "sha256:74a59896336ea8e798c018b3269ceb9070d2b56875866487669ea4e272b3ed8b",
      "lastReviewedAt": "2026-10-28",
      "relatedProjects": [
        {
          "projectId": "teach-ffmpeg-event-recording",
          "basis": "教学映射 mapsTo（V5-V6 建立的知识层证据）",
          "evidenceLevel": "distilled"
        },
        {
          "projectId": "prof-stream-recorder",
          "basis": "V13 项目档案建立（知识层证据）",
          "evidenceLevel": "distilled"
        }
      ],
      "projectLinkStatus": "linked",
      "contentType": "reference",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-project-wteam-up",
      "title": "历史部署包审计方法",
      "domain": "项目研发与交付",
      "summary": "面对只有大型压缩包或构建目录的旧项目，先做无执行审计，再决定是否解压、构建或恢复服务。",
      "plainLanguage": "旧部署包最危险的做法是直接运行。正确顺序是先看目录、哈希、配置痕迹和依赖，再放进隔离环境验证。",
      "keyPoints": [
        "原件只读并计算哈希",
        "先列清单不执行文件",
        "识别构建物配置和秘密信息",
        "恢复前建立隔离环境和回滚点"
      ],
      "useWhen": [
        "接手历史压缩包",
        "恢复没有文档的旧站点",
        "判断归档是否值得继续保留"
      ],
      "workflow": [
        "复制工作副本并保留原件",
        "生成文件清单与类型统计",
        "扫描凭据数据库和可执行文件",
        "判断源码与构建物是否齐全",
        "在隔离环境做最小启动验证",
        "形成可恢复不可恢复与待确认结论"
      ],
      "evidence": [
        "WTEAM-UP 当前主要以归档压缩包形式存在",
        "同类项目区可见构建物与部署配置混放现象",
        "现有目录不足以证明可复现部署"
      ],
      "limits": [
        "未解包验证前不声明技术栈和功能",
        "不直接执行未知脚本或程序",
        "发现凭据后先轮换再继续恢复"
      ],
      "sourceBasis": [
        "WTEAM-UP 历史归档目录",
        "软件项目归档目录清单"
      ],
      "tags": [
        "部署",
        "归档审计",
        "隔离验证",
        "回滚"
      ],
      "evidenceLevel": "catalog",
      "sourceYear": 2023,
      "visibility": "public",
      "contentStatus": "published",
      "publicVersion": "sha256:22a99211f269686f91a19707eec8d62a0eaf7a1fcd3bd5936d76c15bb62a6cb8",
      "lastReviewedAt": "2026-10-28",
      "relatedProjects": [
        {
          "projectId": "prof-wteam-up",
          "basis": "V13 项目档案建立（知识层证据）",
          "evidenceLevel": "distilled"
        }
      ],
      "projectLinkStatus": "linked",
      "contentType": "reference",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-practice-archive-security",
      "title": "项目归档敏感信息处置",
      "domain": "项目研发与交付",
      "summary": "项目说明、安装日志和运维记录可能混入真实服务器入口与登录凭据，不能因文件名看似业务方案就直接公开。",
      "plainLanguage": "先把文档当作可能泄密的运维记录检查，再把可以公开的业务知识单独重写；绝不能原样上传。",
      "keyPoints": [
        "内容分类不能只依赖文件名",
        "发现凭据立即隔离并推动轮换",
        "公开知识必须重新表述而非简单删几行",
        "泄露风险与业务价值分开评估"
      ],
      "useWhen": [
        "发布历史项目资料",
        "整理交接文档",
        "扫描网盘或代码仓库"
      ],
      "workflow": [
        "只读扫描文档和压缩包清单",
        "识别地址账户令牌和私钥模式",
        "隔离原件并登记风险",
        "确认凭据是否仍有效并安排轮换",
        "从安全副本提取非敏感知识",
        "发布前再次执行敏感模式检查"
      ],
      "evidence": [
        "代表性项目文档中出现与标题无关的服务器安装日志",
        "归档区还包含数据库和运维配置线索",
        "当前公开构建包含敏感模式扫描"
      ],
      "limits": [
        "公开卡片不复述任何地址账户或密码",
        "仅删除敏感行不足以证明上下文安全",
        "凭据是否仍有效需要资产所有者确认"
      ],
      "sourceBasis": [
        "软件项目归档安全复核记录",
        "公开内容敏感模式校验规则"
      ],
      "tags": [
        "敏感信息",
        "凭据轮换",
        "发布审查",
        "去敏"
      ],
      "evidenceLevel": "verified",
      "sourceYear": 2026,
      "visibility": "public",
      "contentStatus": "published",
      "publicVersion": "sha256:8c3fc0f0432c184eb4dab5922da9f58dcc38f2a8b58b8049a46c0c545c44c615",
      "lastReviewedAt": "2026-10-28",
      "relatedProjects": [
        {
          "projectId": "teach-juice-shop-security",
          "basis": "教学映射 mapsTo（V5-V6 建立的知识层证据）",
          "evidenceLevel": "distilled"
        }
      ],
      "projectLinkStatus": "linked",
      "contentType": "task",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-practice-newcomer-start",
      "title": "新生九十天上手路线",
      "domain": "团队治理与申报",
      "featuredRank": 2,
      "featuredReason": "把入队后的观察、训练、真实任务和独立交付排成九十天路线，避免新人只开会、只打杂或长期依赖学长代做。",
      "summary": "用了解团队、完成最小训练、参与真实项目、独立交付和复盘五个阶段，让新成员逐步承担责任。",
      "plainLanguage": "新人不需要一开始就接大项目，但必须尽快完成一个能被检查的小任务，并在九十天内证明自己能独立交付和复盘。",
      "keyPoints": [
        "先理解团队规则、资料边界和成果口径",
        "训练任务必须有明确产物和验收标准",
        "学长提供指导但不替新人完成任务",
        "九十天结束形成能力证据和下一阶段计划"
      ],
      "useWhen": [
        "新成员入队与试用期安排",
        "设计一轮考核和导师带教",
        "解决新人只打杂或无法独立的问题"
      ],
      "workflow": [
        "第一个月熟悉制度、资料地图和安全边界",
        "完成一个可在一周内验收的基础训练任务",
        "第二个月加入真实项目并承担一个边界清楚的模块",
        "用需求、过程记录、成品和测试结果完成交付",
        "第三个月独立处理一次问题并向团队复盘",
        "根据证据确定继续培养方向和下一阶段目标"
      ],
      "evidence": [
        "实验室制度强调低会议负担和新生独立完成工作",
        "制度提出保留少量项目供新人学习但不能依赖继承项目",
        "创新团队管理办法要求明确分工、过程记录和年度成果"
      ],
      "limits": [
        "九十天是建议节奏，不是学校正式考核规定",
        "训练强度不得伤害健康、学业或正常休息",
        "能力评价应基于实际产物，不能只看在线时长"
      ],
      "sourceBasis": [
        "网维创业团队实验室规章制度",
        "广东海洋大学学生创新团队管理办法 2023",
        "团队考核与验收资料目录"
      ],
      "tags": [
        "新人培养",
        "九十天",
        "导师带教",
        "独立交付"
      ],
      "evidenceLevel": "document",
      "sourceYear": 2023,
      "visibility": "public",
      "contentStatus": "published",
      "publicVersion": "sha256:a537ad157b9f7d005f71d6a5dbc22e9f09d36ff9762c8f65185f1dfe1b63853b",
      "lastReviewedAt": "2026-10-28",
      "relatedProjects": [
        {
          "projectId": "teach-gitlab-onboarding",
          "basis": "教学映射 mapsTo（V5-V6 建立的知识层证据）",
          "evidenceLevel": "distilled"
        }
      ],
      "projectLinkStatus": "linked",
      "contentType": "task",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-practice-student-outsourcing",
      "title": "学生软件外包决策框架",
      "domain": "团队治理与申报",
      "summary": "用学习时间、需求质量、价格、返工边界、付款和长期价值判断一个外包项目是否值得接。",
      "plainLanguage": "能接不等于该接。先确认不会伤害学业和健康，再确认需求、价格、修改次数和付款方式都讲得清楚。",
      "keyPoints": [
        "先算时间与机会成本",
        "报价必须覆盖沟通测试和返工",
        "用书面协议冻结范围与验收",
        "保留拒绝低价或不靠谱需求的权利"
      ],
      "useWhen": [
        "团队评估新外包",
        "新人第一次接真实项目",
        "复盘延期低价或反复改需求的问题"
      ],
      "workflow": [
        "判断课业与健康是否允许",
        "澄清需求交付物和验收口径",
        "估算开发沟通测试与维护成本",
        "约定里程碑修改次数和付款",
        "小范围验证后再全面开发",
        "交付后复盘收益风险与可沉淀知识"
      ],
      "evidence": [
        "内部经验材料同时列出真实项目经验与时间健康风险",
        "材料强调了解行情和劳动价值",
        "材料建议通过详细协议控制反复修改"
      ],
      "limits": [
        "经验材料不是法律意见",
        "涉及合同税务和知识产权时应咨询专业人士",
        "学生身份不能替代正式的项目管理与质量责任"
      ],
      "sourceBasis": [
        "团队主营业务软件外包说明"
      ],
      "tags": [
        "外包决策",
        "范围管理",
        "报价",
        "验收"
      ],
      "evidenceLevel": "document",
      "sourceYear": 2023,
      "visibility": "public",
      "contentStatus": "published",
      "publicVersion": "sha256:27ad27977f0e04772b0b7067aee1a8e8775123e567056e97cad3461dbb6432c8",
      "lastReviewedAt": "2026-10-28",
      "featuredRank": 6,
      "featuredReason": "让第一次接真实项目的新人先算学业、健康、范围、返工和付款风险，再判断项目值不值得做。",
      "relatedProjects": [
        {
          "projectId": "teach-street-canvas-glass",
          "basis": "教学映射 mapsTo（V5-V6 建立的知识层证据）",
          "evidenceLevel": "distilled"
        }
      ],
      "projectLinkStatus": "linked",
      "contentType": "task",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-book-speech-training",
      "title": "演讲内训：每周一次的公开表达",
      "domain": "骨干运营",
      "summary": "以每周一次、每人 15-20 分钟的固定演讲内训，把表达练成团队的基本功，并用提问评分让认知持续迭代。",
      "plainLanguage": "演讲是统一思想、打动客户和招新的基本功。它不靠天赋，靠每周一次的刻意练习和一场接一场的点评打磨。",
      "keyPoints": [
        "每周固定用一个上午或下午，每人演讲 15-20 分钟，全员参加",
        "主题围绕创业、擅长领域或个人深度思考",
        "脱稿为主，PPT 只做提纲，眼神要像摇头风扇一样照顾全场",
        "听众从主题内容与演讲技巧两方面提问、点评并按 10 分制打分",
        "出现疲倦感时引入外部嘉宾、奖惩或暂停重启等新元素"
      ],
      "useWhen": [
        "搭建团队内训体系",
        "准备招新演讲或客户提案前练兵",
        "复盘成员表达能力短板"
      ],
      "workflow": [
        "演讲前三天确定主题并发放 A4 纸列提纲",
        "按固定频次轮流登台，未讲满时长也要站满",
        "听众按座位顺序提问与点评并打分",
        "负责人带头争取每次前三名",
        "A4 提纲回收归档，供重复使用",
        "定期更换形式防止倦怠"
      ],
      "evidence": [
        "宝典把演讲列为四大内训最核心的制度",
        "书用一个煮黄豆也能讲得有人信的故事演示演讲的说服力",
        "书要求演讲后回收提纲由专人整理收纳"
      ],
      "limits": [
        "评分是训练手段，不用于公开排名",
        "演讲内容涉及业务数据时注意去敏",
        "频率需与学业节奏平衡，避免形式化"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》第三部分 · 关于演讲"
      ],
      "tags": [
        "演讲",
        "内训",
        "表达",
        "点评评分"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-30",
      "publicVersion": "sha256:1d2784cbfc8f99739b0c467b443ca7f7180cd6a4e04f41a0d32e45ff7f9d86cb",
      "readingPriority": "P1",
      "relatedProjects": [],
      "projectLinkStatus": "none",
      "projectLinkNote": "暂无适用项目案例（制度/理念类知识点，不以关联数量为指标）",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-book-friend-visits",
      "title": "会友内训：把办公室变成人脉入口",
      "domain": "骨干运营",
      "summary": "每周轮流邀请老师、社团、客户和校友到办公室交流，锻炼对外表达的同时带来市场信息与合作机会。",
      "plainLanguage": "闭门写代码等不来机会。每周请一位客人来办公室喝茶聊天，既是待客训练，也是市场信息的入口。",
      "keyPoints": [
        "每周一次，成员轮流负责邀约，可选一个下午",
        "对象包括老师、社团负责人、其他团队、客户与校友",
        "既介绍团队理念与业务，也认真听对方的故事与行业判断",
        "对方来一两个人时，团队两三人陪同即可，避免围堵感",
        "积累的校内人脉要在换届交接时传给下一届"
      ],
      "useWhen": [
        "扩大校内影响力与人脉",
        "获取行业信息与潜在合作",
        "训练成员待客与表达能力"
      ],
      "workflow": [
        "排出每周轮值邀约表",
        "确定对象并提前发出邀请",
        "准备团队介绍与当期话题",
        "接待交流并记录对方背景与要点",
        "会后整理有价值的线索并跟进",
        "换届前把人脉清单与关系交接给下一届"
      ],
      "evidence": [
        "宝典将会友列为四大内训之一，明确频率与对象范围",
        "书指出会友让老师放心、让客户信任并带来转介绍",
        "书要求把人脉资源以会友方式介绍给下一届团队"
      ],
      "limits": [
        "不强制全员出席，避免给客人压力",
        "涉及客户信息时注意保密",
        "频率按校历与考试周弹性调整"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》第三部分 · 关于会友"
      ],
      "tags": [
        "会友",
        "人脉",
        "内训",
        "校内影响力"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-30",
      "publicVersion": "sha256:c57aef3d7e8493482b39084cef9cf1fe0f6c7b34d9478de7f668796080143939",
      "readingPriority": "P1",
      "relatedProjects": [],
      "projectLinkStatus": "none",
      "projectLinkNote": "暂无适用项目案例（制度/理念类知识点，不以关联数量为指标）",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-book-self-criticism",
      "title": "自我批评会：对事不对人的复盘",
      "domain": "骨干运营",
      "summary": "每两月至半年一次的批评与自我批评会，负责人带头剖析自身问题，让团队把暴露缺点当成进步的正常路径。",
      "plainLanguage": "人容易看见别人的问题，看不见自己的。定期的自我批评会就是把这条人性缺口变成团队进步的通道。",
      "keyPoints": [
        "每两月至半年一次，定在一个下午或晚上",
        "负责人先带头自我批评，再由成员补充，最后给出承诺与改进方案",
        "全员轮流做自我批评并接受他人批评",
        "氛围要严肃认真、语气诚恳，控制好度",
        "防止开成批斗会，不伤人、不翻旧账、不影响团结"
      ],
      "useWhen": [
        "阶段性复盘团队协作问题",
        "处理反复出现的低效与摩擦",
        "训练成员接受反馈的心态"
      ],
      "workflow": [
        "确定时间地点并提前说明规则",
        "负责人第一个做自我批评并示范分寸",
        "成员轮流发言，他人补充意见",
        "每人给出可检查的改进承诺",
        "记录问题与承诺并在下次会前回顾",
        "会后一对一安抚情绪较重的成员"
      ],
      "evidence": [
        "宝典把自我批评列为四大内训之一，引用华为的自我批判文化",
        "书明确负责人带头、随后他人补充、最后自作承诺的流程",
        "书提醒避免过于严厉导致批斗化"
      ],
      "limits": [
        "频次不宜过高，避免变成压力仪式",
        "涉及个人隐私的问题不强制公开",
        "批评意见应对事并留有记录"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》第三部分 · 关于自我批评"
      ],
      "tags": [
        "自我批评",
        "复盘",
        "内训",
        "反馈"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-30",
      "publicVersion": "sha256:6dca1a23d70ef68254a40b6f21cb48cce40c8d7c56f9d11259f19081aa39f310",
      "readingPriority": "P1",
      "relatedProjects": [],
      "projectLinkStatus": "none",
      "projectLinkNote": "暂无适用项目案例（制度/理念类知识点，不以关联数量为指标）",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-book-networking",
      "title": "建立人脉：先有价值，再谈圈子",
      "domain": "负责人必修",
      "summary": "人脉的本质是资源整合与主动链接：负责人要广泛结识、主动付出，并把自身实力当作进入更高圈层的入场券。",
      "plainLanguage": "混圈子混不进 higher 的局。你能带来什么价值，决定了谁愿意认识你；先把自己变强，人脉才会顺过来。",
      "keyPoints": [
        "建立人脉的过程就是资源整合的过程",
        "团队早期要做主动链接别人的人，多付出、肯吃亏",
        "内向的负责人要有意识地训练表达，不让社交成为短板",
        "与优秀的人为伍的唯一方式是把自己变得同样优秀",
        "把会友、请教、合作都当作获取市场信息的渠道"
      ],
      "useWhen": [
        "规划负责人的对外时间投入",
        "评估团队当前的资源缺口",
        "寻找合作与项目机会"
      ],
      "workflow": [
        "列出当前需要的资源与对应的人群",
        "通过会友、行业活动、师兄网络主动结识",
        "交流时先了解对方需求，思考可以提供什么",
        "能合作就合作，合作前确认背景与为人",
        "定期维护关系节点并更新人脉清单",
        "把有价值的关系沉淀并传承给下一届"
      ],
      "evidence": [
        "宝典专章讨论资源整合、主动链接与建立人脉的能力",
        "书强调没有足够的能力，跪着也进不了想进的圈子",
        "书建议把请教高人与链接外部世界作为快速进步的方式"
      ],
      "limits": [
        "人脉经营需投入时间，不能挤占核心业务",
        "合作涉及利益时必须有书面约定",
        "对外的承诺以团队能力为上限，不夸大"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》第二部分 · 关于建立人脉"
      ],
      "tags": [
        "人脉",
        "资源整合",
        "主动链接",
        "合作"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-30",
      "publicVersion": "sha256:23cb74a6daa2366b136ba552758abf593c271e5b298dd2debe14a069124149dc",
      "readingPriority": "P2",
      "relatedProjects": [],
      "projectLinkStatus": "none",
      "projectLinkNote": "暂无适用项目案例（制度/理念类知识点，不以关联数量为指标）",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-book-blueprint",
      "title": "描绘蓝图：可量化的目标进度条",
      "domain": "负责人必修",
      "summary": "把个人、家庭、国家、世界四个层次的动力都用足，把蓝图量化、拆解到每一天，并用进度条让团队看见希望。",
      "plainLanguage": "蓝图和画饼是同一件事的两种情绪。可量化、有路径、反复提起、拿结果验证的，才叫蓝图。",
      "keyPoints": [
        "个人财富、家庭幸福、行业地位、改变世界四个目标都是动力",
        "蓝图必须可量化、清晰、可复述、可文字化",
        "把毕业前目标拆解到大一到大四，再细分到每季度每月每周每天",
        "设置完成目标的进度条，展示阶段性成果",
        "不用带负向情绪的词（画饼、灌鸡汤），多说我们要怎么做",
        "负责人内心动摇是团队的毁灭性打击，必须 100% 坚信"
      ],
      "useWhen": [
        "制定团队年度与学期目标",
        "激励团队度过枯燥的外包期",
        "复盘目标是否偏离路径"
      ],
      "workflow": [
        "确定毕业前的总目标并量化",
        "按学年学期拆解为阶段目标",
        "把当前阶段目标细化到每周动作",
        "建立可见的进度条或里程碑表",
        "每次拿到结果就公开更新进度并庆祝小胜",
        "定期复盘蓝图与现实的差距并调整路径"
      ],
      "evidence": [
        "宝典给出四个层次目标的动力框架",
        "书里有团队拿到 3000 元尾款时以汽车轮子比喻进度让团队干劲十足",
        "书要求蓝图可量化可复述并设置进度条"
      ],
      "limits": [
        "目标要随现实校准，避免为了激进数字损害健康与学业",
        "进度条是管理工具，不对外宣传未经核实的业绩",
        "短期未达标时优先调整路径而非降低信念"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》第二部分 · 关于描绘蓝图"
      ],
      "tags": [
        "蓝图",
        "目标拆解",
        "进度条",
        "愿景"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-30",
      "publicVersion": "sha256:8f0471c2d854f3007765d7b1399cbed009feb745a37eae0579552582f67e036e",
      "readingPriority": "P2",
      "relatedProjects": [
        {
          "projectId": "teach-blueprint-progress",
          "basis": "教学映射 mapsTo（V5-V6 建立的知识层证据）",
          "evidenceLevel": "distilled"
        }
      ],
      "projectLinkStatus": "linked",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-book-one-on-one",
      "title": "定期面谈：CEO 的管理利器",
      "domain": "负责人必修",
      "summary": "用每周一次的一对一面谈贯彻文化、加强信任、提前化解离开念头，把问题消灭在萌芽状态。",
      "plainLanguage": "成员提出离开时，心里已经挣扎了几个月。每周一小时的一对一，就是把这几个月的苗头提前接住。",
      "keyPoints": [
        "面谈要占管理者大量时间，书建议每周与所有成员各谈一次",
        "在放松环境下了解工作、生活、问题与新想法",
        "同时推进工作：项目进展、新任务与正能量",
        "一对一是建立互信与公信力的主要通道",
        "发现认知不一致时当场对齐，不留到例会"
      ],
      "useWhen": [
        "日常团队管理节奏安排",
        "成员状态出现波动时",
        "新人融入与文化传递"
      ],
      "workflow": [
        "固定每周面谈时间表并覆盖全部成员",
        "以近况与感受开场，再谈工作",
        "记录关键问题、承诺与跟进事项",
        "对离开念头先回应过段时间再谈，给冷静期",
        "把面谈中发现的问题归类并推动解决",
        "月度复盘面谈覆盖率和悬而未决事项"
      ],
      "evidence": [
        "宝典引用管理学观点与网维负责人经验，主张六成时间用于面谈也不为过",
        "书认为定期面谈做好就不会出现成员忽然离开",
        "书把一对一谈话称为最直接的企业文化建设方法"
      ],
      "limits": [
        "面谈内容涉及隐私，记录需保密",
        "时长按团队规模裁剪，避免流于形式",
        "面谈不能替代制度与例会"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》第二部分 · 关于定期面谈"
      ],
      "tags": [
        "面谈",
        "一对一",
        "信任",
        "留人"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-30",
      "publicVersion": "sha256:7bcc648988f8f6371bf245eaa3e9c02e408693d79508e66067490079adf26c35",
      "readingPriority": "P2",
      "relatedProjects": [],
      "projectLinkStatus": "none",
      "projectLinkNote": "暂无适用项目案例（制度/理念类知识点，不以关联数量为指标）",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-book-management-pyramid",
      "title": "管理能力：道谋断人阵行金字塔",
      "domain": "负责人必修",
      "summary": "用道、谋、断、人、阵、行六层金字塔理解管理，按团队规模选学适配的管理体系，一切为执行力服务。",
      "plainLanguage": "管理不是玄学：使命愿景是道，战略战术是谋，决断是断，用人育人是人，组织制度是阵，全都为了最后的执行力。",
      "keyPoints": [
        "有效管理人才的能力才是企业核心竞争力",
        "金字塔六层：道（使命愿景价值观）、谋（战略战术）、断（决策）、人（人员）、阵（组织制度）、行（执行）",
        "百人以内推荐余世维式课程，千人以上再学稻盛和夫或华为体系",
        "管理体系不能生搬硬套，达不到规模就理解不了相应知识",
        "从十人到千人，管理策略要随阶段调整"
      ],
      "useWhen": [
        "为负责人排管理学习计划",
        "诊断团队执行力问题的层级",
        "搭建组织制度与文化建设"
      ],
      "workflow": [
        "用六层金字塔给团队现状打分",
        "找出最弱的一层作为本阶段重点",
        "选择与规模匹配的管理课程或书籍学习",
        "每季度把学到的方法落地为制度或动作",
        "在例会复盘执行效果",
        "随规模升级迭代管理体系"
      ],
      "evidence": [
        "宝典系统介绍金字塔模型并注明源于通用电气等企业实践",
        "书给出按规模分层的书单建议（余世维、稻盛和夫、华为）",
        "书强调所有维度都为执行力服务"
      ],
      "limits": [
        "书单是经验推荐，不是唯一路径",
        "管理知识需结合实践，避免纸上谈兵",
        "高压体系与高幸福感体系观点相悖，选型要一致"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》第二部分 · 关于管理能力"
      ],
      "tags": [
        "管理",
        "金字塔",
        "执行力",
        "管理体系"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-30",
      "publicVersion": "sha256:23146348efc9a219dd7b99800c6fbfd2bec1da19ff75e05e1d09ffaf7d6f7525",
      "readingPriority": "P2",
      "relatedProjects": [],
      "projectLinkStatus": "none",
      "projectLinkNote": "暂无适用项目案例（制度/理念类知识点，不以关联数量为指标）",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-book-grow-managers",
      "title": "培养管理层：内部培养优先于空降",
      "domain": "负责人必修",
      "summary": "高管队伍尽量从内部培养，在管理理念上与成员达成共识；业务爆发期可空降补位，但要预期其流动性。",
      "plainLanguage": "年轻的 CEO 管不动空降高管是常态。从第一天就开始培养自己人，才是基业长青的正规打法。",
      "keyPoints": [
        "大多数长青公司的高管队伍从内部培养",
        "从早期开始传授管理知识并定期深度探讨",
        "在管理理念和认知上与成员达成共识",
        "业务快速增长期可空降职业经理人补位",
        "空降高管通常不会留十年二十年，要提前做好接替准备"
      ],
      "useWhen": [
        "规划管理岗继任与梯队",
        "考虑是否从外部引进高管",
        "安排骨干的管理训练"
      ],
      "workflow": [
        "从核心成员中物色管理潜质者",
        "安排带小项目练管理与决策",
        "定期做一对一管理探讨并统一认知",
        "空降岗位明确过渡期与交接要求",
        "为每个关键岗位准备至少一名接班人",
        "复盘管理岗变动对团队的影响"
      ],
      "evidence": [
        "宝典指出年轻 CEO 难以管理空降高管团队是普遍现象",
        "书建议从一开始就培养队伍并达成认知共识",
        "书提醒空降职业经理人几年后可能流向更好平台"
      ],
      "limits": [
        "内部培养需要时间，业务空窗期需权衡",
        "空降与内部体系的融合需要缓冲设计",
        "本卡不构成人力资源操作指引"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》第二部分 · 关于培养管理层"
      ],
      "tags": [
        "管理层",
        "梯队",
        "内部培养",
        "空降"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-30",
      "publicVersion": "sha256:63a0aae82e8a71322c69a584fd63a99774e3c1248580c898294d6411b23850e3",
      "readingPriority": "P2",
      "relatedProjects": [],
      "projectLinkStatus": "none",
      "projectLinkNote": "暂无适用项目案例（制度/理念类知识点，不以关联数量为指标）",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-book-departure",
      "title": "成员主动离开：识别、挽留与防连锁",
      "domain": "负责人必修",
      "summary": "区分客观离开与情绪离开，用冷静期与面谈挽留情绪型，用规定与低调处理防止连锁反应，并提前做人才储备。",
      "plainLanguage": "有人走不可怕，可怕的是一个人走带崩一群人。离开要私下沟通、低调处理，然后盯紧剩下人的状态。",
      "keyPoints": [
        "离开分客观型（更好选择）与情绪型（阶段性不开心）",
        "情绪型离开先给半个月到一个月冷静期再谈",
        "大三迷茫期与毕业期是两个集中离开的时间点",
        "规定想离开先与负责人私下沟通，不得在团队内散播",
        "离开后低调处理、半个月内密切关注军心",
        "各岗位提前储备与多技能培养，防关键人流失"
      ],
      "useWhen": [
        "处理成员提出的离开",
        "大三与毕业两个动荡期的预案",
        "复盘人才断层风险"
      ],
      "workflow": [
        "先判断离开属于客观还是情绪",
        "情绪型给冷静期后再深度面谈",
        "用业务增长与蓝图回应经营疑虑",
        "按约定引导私下沟通，阻止负向蔓延",
        "低调公布并做好工作交接",
        "启动储备培养并复盘缺口"
      ],
      "evidence": [
        "宝典区分两类离开并给出冷静期做法",
        "书总结大三迷茫期与毕业期两个高发时点",
        "书用连锁反应案例说明负向情绪蔓延的危害"
      ],
      "limits": [
        "离开自由应被尊重，挽留不等于施压",
        "离职原因信息涉及隐私，不外传",
        "本卡不替代劳动合同或协议约定"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》第二部分 · 关于成员主动离开"
      ],
      "tags": [
        "成员离开",
        "挽留",
        "连锁反应",
        "人才储备"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-30",
      "publicVersion": "sha256:732a639453704d2f309b351e840ed11320e98dbd288f19a94362a44cf728e599",
      "readingPriority": "P2",
      "relatedProjects": [],
      "projectLinkStatus": "none",
      "projectLinkNote": "暂无适用项目案例（制度/理念类知识点，不以关联数量为指标）",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-book-self-discipline",
      "title": "负责人的自我要求与权威",
      "domain": "负责人必修",
      "summary": "负责人以身作则遵守制度、保持职业形象，用专业与人格魅力而非职位建立权威，团队问题首先是负责人的问题。",
      "plainLanguage": "负责人是最容易破坏规则的人，也是唯一不能破坏规则的人。权威不是位置给的，是专业和言行攒出来的。",
      "keyPoints": [
        "穿着得体、精神饱满，个人形象代表团队形象",
        "商务场合着装成熟专业，不刻意强调学生身份",
        "负责人带头遵守制度，否则制度形同虚设",
        "团队的任何问题都是负责人的问题，推卸责任的话不说",
        "权威由弱到强四层：职位、奖惩、专业水平、人格魅力",
        "再晚睡第二天也不能迟到打瞌睡"
      ],
      "useWhen": [
        "新任负责人建立威信",
        "制度松散期的整顿",
        "对外商务形象准备"
      ],
      "workflow": [
        "对照四层权威自评当前状态",
        "列出自己最容易破坏的规则并公开承诺遵守",
        "建立规律的作息与形象管理习惯",
        "遇到问题先内归因再向外协调",
        "用专业输出（技术、方案、演讲）积累公信力",
        "定期请成员反馈自己的言行问题"
      ],
      "evidence": [
        "宝典分形象素质、遵守制度、建立权威公信力三节论述",
        "书给出权威由弱到强的四层来源",
        "书强调负责人要以德服人、严于律己"
      ],
      "limits": [
        "权威不等于压制意见，仍需接纳批评",
        "形象要求应量力而行，不造成经济负担",
        "本卡为行为准则，不是处分依据"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》第二部分 · 关于自我要求"
      ],
      "tags": [
        "自我要求",
        "权威",
        "以身作则",
        "公信力"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-30",
      "publicVersion": "sha256:6f35b1858936c9352b9a36541a722e31d5cbe34f7c104826eaaa0051f1aa8a4a",
      "readingPriority": "P2",
      "relatedProjects": [],
      "projectLinkStatus": "none",
      "projectLinkNote": "暂无适用项目案例（制度/理念类知识点，不以关联数量为指标）",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-book-work-time",
      "title": "工作时间与请假制度",
      "domain": "骨干运营",
      "summary": "固定上下班时间、打卡考勤、严格请假的非上课就上班制度，用统一节奏换来凝聚力与执行力。",
      "plainLanguage": "松散的出勤养不出能打仗的团队。把上班时间定死、考勤上打卡机，请假才会变成一件需要认真对待的事。",
      "keyPoints": [
        "开学收齐课表，选课尽量集中在周一到周五",
        "周六日全天上班，每周放假半天到一天",
        "建议每天至少 9 小时分三个时段，树立非上课就上班观念",
        "引进打卡机记录考勤，周例会通报",
        "迟到一次罚款 100 元缴入创业基金",
        "寒暑假是集中开发与增收的关键期，建议暑假 5 天、寒假 7 天"
      ],
      "useWhen": [
        "制定或整顿团队考勤制度",
        "安排学期与假期工作计划",
        "复盘出勤与执行力问题"
      ],
      "workflow": [
        "学期初收集课表并排班",
        "全员讨论确定上下班时段",
        "引入打卡并公布考勤规则",
        "周例会通报考勤与迟到处理",
        "考前统一放假备考并设累计上限",
        "寒暑假前制定详细工作计划"
      ],
      "evidence": [
        "宝典给出三段式作息与考勤、罚款入基金的具体规定",
        "书建议暑假放 5 天、寒假放 7 天（年前 2 天年后 5 天）",
        "书收录了固定上下班时间后团队战斗力明显改善的案例"
      ],
      "limits": [
        "罚款规则需事先经全员同意并明确去向",
        "作息强度要保障健康与学业底线",
        "制度需随校历与考试周期弹性执行"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》第三部分 · 关于请假 / 关于寒暑假"
      ],
      "tags": [
        "考勤",
        "请假",
        "工作时间",
        "寒暑假"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-30",
      "publicVersion": "sha256:a1e7d8601d982cd34b476b03c0cce1690053d94632471bff577c4f2d01bec6ed",
      "readingPriority": "P1",
      "relatedProjects": [],
      "projectLinkStatus": "none",
      "projectLinkNote": "暂无适用项目案例（制度/理念类知识点，不以关联数量为指标）",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-book-no-salary",
      "title": "在校不领工资：长期主义与延迟满足",
      "domain": "骨干运营",
      "summary": "在校创业期间不领工资，把利润沉淀为团队生命线，用长期主义、坚定信念和延迟满足筛选真正的核心成员。",
      "plainLanguage": "在校不发工资不是抠门，是把每一分利润变成团队活下去的底气，顺便筛出真正相信这件事的人。",
      "keyPoints": [
        "团队资金是生命线，积累越多抗风险能力越强",
        "大三迷茫期与毕业期尤其需要资金托底军心",
        "不发工资的三重逻辑：长期主义、坚定信念、延迟满足感",
        "零工资自然筛出愿意长期同行的核心成员",
        "毕业离校后再考虑发放补贴保障基本生活",
        "阳光灿烂的日子修屋顶，每天保持危机意识"
      ],
      "useWhen": [
        "讨论团队分配与激励制度",
        "向新成员解释为什么不发钱",
        "复盘资金储备是否充足"
      ],
      "workflow": [
        "把不领工资写入制度并在加入前讲清",
        "利润按既定比例留存团队账户",
        "定期公示资金积累进度与用途",
        "以蓝图与成长回馈代替物质激励",
        "离校前完成一轮资金目标核算",
        "毕业后按经营状况设计补贴方案"
      ],
      "evidence": [
        "宝典明确提倡在校创业期间不领工资",
        "书从长期主义、坚定信念、延迟满足感三方面论证",
        "书提醒发过工资很难再停，物质激励要慎用善用"
      ],
      "limits": [
        "劳动报酬涉及法律关系，注册公司后须依法处理",
        "不领工资仅适用于在校共创阶段",
        "不得以不发工资为由逃避既有承诺"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》第三部分 · 关于在校期间领工资"
      ],
      "tags": [
        "不发工资",
        "长期主义",
        "延迟满足",
        "资金储备"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-30",
      "publicVersion": "sha256:a7c1f59b8fd57760de99de3994a18acd861e6119c0eb7bd21a403b738eca5125",
      "readingPriority": "P1",
      "relatedProjects": [],
      "projectLinkStatus": "none",
      "projectLinkNote": "暂无适用项目案例（制度/理念类知识点，不以关联数量为指标）",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-book-culture-consensus",
      "title": "企业文化：共识比文档重要",
      "domain": "负责人必修",
      "summary": "使命愿景价值观的价值不在文字而在共识，用漫长的共同讨论与基本法共建，让制度深得人心。",
      "plainLanguage": "一家公司花 9 个月、每周三四个小时讨论二十多个字的使命愿景。文字不重要，讨论出来的共识才重要。",
      "keyPoints": [
        "企业文化渗透在企业活动与统一风格里，不只是标语",
        "制度的关键是共识，讨论的过程就是达成共识的过程",
        "某届团队毕业后成立的公司花 9 个月讨论使命愿景价值观",
        "基本法由高管一字一句共建，规定各方案权利义务并在所有人之上",
        "深度参与底层建设的成员才会真正遵守规则"
      ],
      "useWhen": [
        "启动团队使命愿景价值观讨论",
        "制定或修订团队基本制度",
        "文化传承与换届交接"
      ],
      "workflow": [
        "排定讨论节奏（每周固定时段）",
        "逐词逐句讨论使命愿景价值观并投票",
        "把结论沉淀为成文文本",
        "以同样方式共建基本法条款",
        "新成员加入时讲透每条制度的含义",
        "定期回顾文本与实际行为的偏差"
      ],
      "evidence": [
        "宝典记录了 9 个月讨论 20 多字与基本法讨论两年的案例",
        "书强调有没有文字不是重点，高度认可并形成共识才是关键",
        "书认为基本法深得人心源于全员深度参与"
      ],
      "limits": [
        "讨论周期按团队节奏裁剪，避免议而不决",
        "基本法内容不得违反法律法规",
        "文本属于内部资料，公开前需去敏"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》第四部分 · 关于建设企业文化"
      ],
      "tags": [
        "企业文化",
        "共识",
        "基本法",
        "使命愿景"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-30",
      "publicVersion": "sha256:63c5d4cadf2608b60e9b8e1ae44336169ce2c4a9928e001565c77c66ba609ab9",
      "readingPriority": "P2",
      "relatedProjects": [
        {
          "projectId": "teach-culture-consensus",
          "basis": "教学映射 mapsTo（V5-V6 建立的知识层证据）",
          "evidenceLevel": "distilled"
        }
      ],
      "projectLinkStatus": "linked",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-book-team-first",
      "title": "团队利益高于个人利益",
      "domain": "负责人必修",
      "summary": "以特种部队的排序理解团队使命优先，力出一孔、利出一孔，早期不用绩效提成驱动联合创始团队。",
      "plainLanguage": "特种部队的排序是使命、队友、自己。创团队的版本是：团队利益、同伴利益、个人利益——长期看这三者本来就是一个东西。",
      "keyPoints": [
        "团队使命大于队友的命大于自己的命，代表极致执行力",
        "力出一孔：全部力量集中一个点；利出一孔：收益只来源于团队",
        "成员不背团队以个人方式接单私活",
        "早期用共同梦想与共识规则驱动，不用绩效提成",
        "绩效容易让成员计较短期，不适合联合创始团队",
        "负责人先放弃个人利益，才配谈团队利益"
      ],
      "useWhen": [
        "处理个人利益与团队安排的冲突",
        "设计早期激励方式",
        "整顿私单与精力分散问题"
      ],
      "workflow": [
        "把团队优先写入制度并在加入时讲清",
        "明确禁止私单与副业冲突的边界",
        "早期激励以目标达成与成长反馈为主",
        "负责人以身作则示范利出一孔",
        "出现冲突时按长期价值原则裁决",
        "规模扩大后再引入正式绩效体系"
      ],
      "evidence": [
        "宝典用《特种部队》的排序说明极致团队状态",
        "书明确力出一孔、利出一孔的含义与负责人身先士卒的要求",
        "书分析绩效提成对早期团队的分裂风险"
      ],
      "limits": [
        "团队优先不等于无条件牺牲，注意身心健康",
        "注册公司后雇员必须依法计酬",
        "禁止私单的范围应在加入前书面确认"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》第四部分 · 关于团队利益和个人利益"
      ],
      "tags": [
        "团队利益",
        "力出一孔",
        "利出一孔",
        "绩效"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-30",
      "publicVersion": "sha256:bd007cf1dd79611573af43654c53ca2b1d0187e0608c492bda278aae1510893f",
      "readingPriority": "P2",
      "relatedProjects": [
        {
          "projectId": "teach-culture-consensus",
          "basis": "教学映射 mapsTo（V5-V6 建立的知识层证据）",
          "evidenceLevel": "distilled"
        }
      ],
      "projectLinkStatus": "linked",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-book-decision-making",
      "title": "团队决策：早期集权后期民主",
      "domain": "负责人必修",
      "summary": "早期偏集权保执行效率，后期偏民主培养干部；用口袋方案、对事不对人和基本法把决策质量与制衡固定下来。",
      "plainLanguage": "听谁的？听对的。决策与人切割，观点与事实分离；早期快刀斩乱麻，后期开放讨论养干部。",
      "keyPoints": [
        "集权执行快、一种声音，但成败系于负责人判断",
        "民主能培养干部、集合智慧，但决策慢且执行易打折",
        "建议在校早期偏集权，争分夺秒统一思想",
        "开会前负责人先备好口袋方案，有更好的就用更好的",
        "不听谁的，听谁是对的：把观点和人切割开",
        "后期用制衡与基本法固定基本原则，防止独断"
      ],
      "useWhen": [
        "设计团队决策机制",
        "处理重大分歧",
        "负责人自评决策质量"
      ],
      "workflow": [
        "重大事项会前形成至少一个完整方案",
        "会议先征集意见再出示口袋方案",
        "按观点质量而非身份裁定",
        "宣布决策、明确执行人与时限",
        "记录决策依据便于复盘",
        "定期让核心成员参与决策以培养判断力"
      ],
      "evidence": [
        "宝典对比集权与民主的优劣并建议早期集权",
        "书强调十个人有十个观点但不会有十个事实",
        "书要求用基本法约束基本原则并给负责人设置制衡"
      ],
      "limits": [
        "集权决策的后果由决策者承担，需留复盘记录",
        "涉及成员重大利益的决策应充分征求意见",
        "民主与集权按阶段切换，不教条"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》第四部分 · 关于团队决策"
      ],
      "tags": [
        "决策",
        "集权",
        "民主",
        "制衡"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-30",
      "publicVersion": "sha256:bfe773ea7375cf17e7f63001041685e2e595c088901fd911fdcd3f0b986075aa",
      "readingPriority": "P2",
      "relatedProjects": [
        {
          "projectId": "prof-campus-ride",
          "basis": "V13 项目档案实体建立（prof-campus-ride），兑现 P0 pending 线索（知识层证据）",
          "evidenceLevel": "distilled"
        }
      ],
      "projectLinkStatus": "linked",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-book-split-prevention",
      "title": "团队分裂的防范与底线",
      "domain": "负责人必修",
      "summary": "分裂多起于双狼局面与负责人失衡，用日常团结、提前约定资金归属和保住传承底线来降低伤害。",
      "plainLanguage": "分裂的种子在日常就埋下了。负责人要常常自省、不偏不倚，并且提前约定：无论谁走，资金和传承都留在原团队。",
      "keyPoints": [
        "分裂通常源于头狼与挑战者实力差距不够悬殊的双狼局面",
        "负责人先反思自己是否做得不够好，不搞亲疏远近",
        "规定原团队拥有所有资金，挑战者不能带走任何资金",
        "若两人都适合做负责人，早分开各自发展好过晚期相争",
        "任何一届分裂都不能影响网维的传承",
        "日常不公开表达与某个成员关系最好"
      ],
      "useWhen": [
        "察觉团队内部张力上升",
        "处理负责人之争的苗头",
        "修订资金与退出条款"
      ],
      "workflow": [
        "日常用客观评价代替亲疏表达",
        "出现挑战苗头时先自省管理短板",
        "二选一：用实力让对方佩服或和平分开",
        "按约定确认资金与资产归属",
        "把影响控制到最小并稳定军心",
        "确保传承计划不受人事变动中断"
      ],
      "evidence": [
        "宝典分析双狼局面与两种应对：容下或淘汰",
        "书规定原团队拥有所有资金以保护传承",
        "书强调分裂断传承是最需要避免的结果"
      ],
      "limits": [
        "资产归属以书面协议为准",
        "分裂处置涉及人身关系，注意方式方法",
        "本卡不替代法律意见"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》第四部分 · 关于团队分裂"
      ],
      "tags": [
        "团队分裂",
        "双狼",
        "资金归属",
        "传承"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-30",
      "publicVersion": "sha256:cbb7c523196412aed760a7a20d4aba9e877255091d47f62ecfd8819d96c8ba4c",
      "readingPriority": "P2",
      "relatedProjects": [],
      "projectLinkStatus": "none",
      "projectLinkNote": "暂无适用项目案例（制度/理念类知识点，不以关联数量为指标）",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-book-influence",
      "title": "扩大影响力：B 端 demo 与 C 端流量",
      "domain": "负责人必修",
      "summary": "备好长短两版团队介绍，用会友、合作冠名等打法做 B 端影响力，按平台/内容/变现三板块理解 C 端流量机会。",
      "plainLanguage": "电梯 3 分钟讲不清团队是谁，就别指望别人记住你。B 端靠 demo 和合作，C 端靠流量，流量本身就是商业机会。",
      "keyPoints": [
        "团队介绍准备 3 分钟短版与 30 分钟长版并持续迭代",
        "B 端方法：会友、节日拜访、机构合作、系统冠名、校内宣传",
        "C 端先研究推广渠道与用户心理，再谈产品",
        "互联网生意三板块：做平台、做内容、流量变现（含中间商）",
        "流量红利动态变化，找项目先找优质流量渠道",
        "上线的系统要留下团队标识与联系方式"
      ],
      "useWhen": [
        "准备路演、宣讲或拜访材料",
        "规划品牌与推广预算",
        "评估一个项目要不要做推广"
      ],
      "workflow": [
        "写并背熟 3 分钟团队 demo",
        "制作长版材料用于会友与合作方",
        "梳理可合作的校内外机构清单",
        "在交付系统上落实团队冠名与入口",
        "跟踪主流平台的流量成本与玩法",
        "定期复盘影响力动作的转化"
      ],
      "evidence": [
        "宝典分 B 端与 C 端两节给出具体打法",
        "书强调项目推广就是一切并给出流量三板块框架",
        "书提醒流量即商业机会，找项目先找流量"
      ],
      "limits": [
        "平台玩法时效性强，需按当期重新调研",
        "宣传不得夸大团队业绩",
        "投放涉及付费决策，先小规模验证"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》第四部分 · 关于扩大团队影响力"
      ],
      "tags": [
        "影响力",
        "demo",
        "流量",
        "B端",
        "C端"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-30",
      "publicVersion": "sha256:ab53d6a9c5c112c4a3193d4ca90c3ad1450195c276342a130462020761150510",
      "readingPriority": "P2",
      "relatedProjects": [],
      "projectLinkStatus": "none",
      "projectLinkNote": "暂无适用项目案例（制度/理念类知识点，不以关联数量为指标）",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-book-execution",
      "title": "执行力三步：定目标、追过程、拿结果",
      "domain": "负责人必修",
      "summary": "用 SMART 定高目标、主动跟进给资源、验收并奖惩，把一流执行力变成团队的可复制流程。",
      "plainLanguage": "三流的想法加一流的执行力，胜过一流的想法加三流的执行力。执行力的差距全在三步：定目标、追过程、拿结果。",
      "keyPoints": [
        "目标按 SMART 原则制定，设高目标带来高标准",
        "长周期任务要拆解出阶段性胜利，避免懈怠",
        "分配后主动跟进监督并给予资源支持",
        "下属要主动汇报，双向沟通才高效",
        "完成后按制度验收并落实奖惩",
        "把合适的人放在合适的任务上"
      ],
      "useWhen": [
        "项目总是延期时的流程整顿",
        "任务分配与验收标准设计",
        "复盘被抢跑或烂尾的项目"
      ],
      "workflow": [
        "用 SMART 把目标写成可验收的句子",
        "拆解到周并明确每步负责人",
        "建立固定节奏的进度检查点",
        "阻塞当天升级、当天协调资源",
        "按验收标准评价并兑现奖惩",
        "把延误原因写回计划模板"
      ],
      "evidence": [
        "宝典给出定目标、追过程、拿结果的完整方法与案例",
        "书收录了校园约车因执行力不足被抢跑的去敏案例",
        "书强调所有管理维度最终都为执行力服务"
      ],
      "limits": [
        "高目标要配套资源，不能只施压不给支持",
        "奖惩规则需事先公开",
        "追过程不等于微观管理，抓关键节点"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》第四部分 · 关于提高团队执行力"
      ],
      "tags": [
        "执行力",
        "SMART",
        "追过程",
        "拿结果"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-30",
      "publicVersion": "sha256:30479618ef715340f6de175b22359dcc864359ddd5874b101b5d4cdbaffbd37c",
      "readingPriority": "P2",
      "relatedProjects": [
        {
          "projectId": "teach-blueprint-progress",
          "basis": "教学映射 mapsTo（V5-V6 建立的知识层证据）",
          "evidenceLevel": "distilled"
        }
      ],
      "projectLinkStatus": "linked",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-book-honor",
      "title": "团队荣誉感的营造",
      "domain": "负责人必修",
      "summary": "把荣誉分给大家：用仪式、公示、表扬和活动四个场景持续积累团队自豪感，让成员发自内心维护集体声誉。",
      "plainLanguage": "荣誉感不是喊出来的，是设计出来的：入队有仪式、加入有公示、成果有表扬、年年有答谢。",
      "keyPoints": [
        "负责人不抢功，把荣誉归给成员是基本姿态",
        "成立仪式、宣誓与创业基金是荣誉感的起点",
        "新成员加入要公示并介绍，这是团队的责任",
        "项目交付、获奖、客户认可都要公开表扬",
        "年度答谢酒会等场合收获外部肯定",
        "荣誉感驱动凝聚力、归属感与自发维护"
      ],
      "useWhen": [
        "新成员入队与团队 milestones 时刻",
        "士气低落期的团队建设",
        "对外展示与品牌积累"
      ],
      "workflow": [
        "建立入队仪式与公示的固定流程",
        "为每个成果设置公开表扬的场合",
        "年终举办答谢活动邀请各方",
        "沉淀荣誉墙、徽章等可视化载体",
        "对外宣传时突出团队而非个人",
        "把外部好评回流给相关成员"
      ],
      "evidence": [
        "宝典给出营造荣誉感的四个具体场景",
        "书引用任正非把荣誉归功于团队的态度作对照",
        "书认为荣誉感来自业务成果与外部认可的日积月累"
      ],
      "limits": [
        "表扬要真实，杜绝包装式荣誉",
        "公示信息需征得成员同意",
        "活动开支遵守团队预算纪律"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》第四部分 · 关于团队荣誉感"
      ],
      "tags": [
        "荣誉感",
        "仪式",
        "公示",
        "表扬"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-30",
      "publicVersion": "sha256:b24c636faf42fa2fecf6db8643cd266583f94ac45a723506c0023a95dbfae935",
      "readingPriority": "P2",
      "relatedProjects": [],
      "projectLinkStatus": "none",
      "projectLinkNote": "暂无适用项目案例（制度/理念类知识点，不以关联数量为指标）",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-book-junior-year",
      "title": "大三迷茫期：负责人的定海神针",
      "domain": "骨干运营",
      "summary": "约三分之一成员会被大三迷茫期击退。提前规划路径、持续积累资金、多带团队见师兄，是穿越动荡的三个抓手。",
      "plainLanguage": "大三那年，身边人都在拿 offer、考研、出国，动摇是必然的。CEO 唯一要做的是提前把路铺好，让大家忙得没空迷茫。",
      "keyPoints": [
        "迷茫期是大三人生抉择的必然产物，约 1/3 成员在此离开",
        "CEO 没有规划未来，成员就会自己规划",
        "提前想清商业模式、资金缺口与阶段方案",
        "大一大二就要积累资金，避免大三被动",
        "多带团队走出学校，见师兄看成功案例",
        "用足够多的项目与稳定收入让大家忙碌且坚定"
      ],
      "useWhen": [
        "大三学年的团队预案",
        "成员出现动摇迹象时",
        "资金储备与业务节奏规划"
      ],
      "workflow": [
        "开学即公布学年目标与离校路线图",
        "为每人安排清晰的任务与成长承诺",
        "保证每月稳定的项目收入进账",
        "组织 1-2 次拜访毕业师兄团队",
        "对动摇成员提前一对一沟通",
        "期末复盘留任情况并调整计划"
      ],
      "evidence": [
        "宝典给出约三分之一成员被大三迷茫期击退的数据",
        "书要求 CEO 提前规划并承担方向责任",
        "书建议多和师兄师姐接触用成功案例稳军心"
      ],
      "limits": [
        "迷茫是个体选择的一部分，尊重不同道路",
        "收入承诺不夸大，按真实业务预测",
        "规划不能替代成员自己的决定"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》第四部分 · 关于迷茫期"
      ],
      "tags": [
        "迷茫期",
        "大三",
        "留任",
        "规划"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-30",
      "publicVersion": "sha256:8198a04310f330a0dd28db4c8e23a1260cecac3404fb212d936087a2a27fafe4",
      "readingPriority": "P1",
      "relatedProjects": [],
      "projectLinkStatus": "none",
      "projectLinkNote": "暂无适用项目案例（制度/理念类知识点，不以关联数量为指标）",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-book-leave-school",
      "title": "离校创业：早出来，早现实",
      "domain": "负责人必修",
      "summary": "建议大三寒假或暑假把团队搬出学校，用成本压力倒逼成长；离校前完成心理与资金的双重准备。",
      "plainLanguage": "在学校里可接可不接的单，出了校门就是必须拿下。早半年面对真实成本，团队就早半年完成学生到创业者的转变。",
      "keyPoints": [
        "多位毕业负责人共识：越早离开学校越好",
        "建议大三寒假或暑假整体离校",
        "离校前定好城市、办公室与每月固定开销",
        "资金目标按 50 万到 100 万积累去冲",
        "做好租不起写字楼、住居民房的心理准备",
        "毕业后开始考虑发工资与补贴"
      ],
      "useWhen": [
        "制定离校创业时间表",
        "估算离校后的成本与订单压力",
        "评估团队是否具备离校条件"
      ],
      "workflow": [
        "提前确定离校时间点并全员对齐",
        "踩点目标城市的办公室与住所成本",
        "核算无订单情况下的资金存活月数",
        "打包交接校内资源给下一届",
        "离校后按周复盘订单与现金流",
        "节衣缩食但保证基本健康底线"
      ],
      "evidence": [
        "宝典多处强调尽早离校创业并给出资金准备建议",
        "书收录多个去敏的节衣缩食案例（合租、蹲路边吃饭等）",
        "书把离校称为宣告独立的转折点"
      ],
      "limits": [
        "离校时点需兼顾学业与家庭意见",
        "成本数据为历史经验，需按当地现价核算",
        "未达资金底线时优先推迟而非硬撑"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》第四部分 · 关于离校创业"
      ],
      "tags": [
        "离校创业",
        "成本",
        "资金准备",
        "转折点"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-30",
      "publicVersion": "sha256:c132de3dc6d0b1612cb5254f44dfee0cd1e7e867a494ad741f53f67984b9e1ba",
      "readingPriority": "P2",
      "relatedProjects": [],
      "projectLinkStatus": "none",
      "projectLinkNote": "暂无适用项目案例（制度/理念类知识点，不以关联数量为指标）",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-book-tech-to-biz",
      "title": "技术转业务：放下代码去做市场",
      "domain": "骨干运营",
      "summary": "业务与技术同样决定生死，成员按公司需要渐进转业务，关键是把表达练好、贴近真实市场需求。",
      "plainLanguage": "埋头写代码最容易做出假象需求。技术转业务不是转行，是把技术能力翻译成客户听得懂的价值。",
      "keyPoints": [
        "早期业务一定由负责人先拿下，负责人必须懂业务",
        "没有固定转岗时间，公司需要时就是时候",
        "联合创始人后期转管理或业务是必然",
        "只钻技术容易与真实需求之间产生巨大鸿沟",
        "渐进式培养：发现业务潜质就往该方向带",
        "转业务的关键是把表达练好并调整心态"
      ],
      "useWhen": [
        "安排成员的岗位发展方向",
        "团队业务扩张期的人手布局",
        "技术型成员的转型辅导"
      ],
      "workflow": [
        "评估当前业务缺口与技术冗余",
        "选定转型人选并明确过渡期",
        "以跟随拜访、共同提案方式带教",
        "把技术背景转化为方案讲解优势",
        "复盘每次商务洽谈的话术与结果",
        "逐步独立负责客户与交付"
      ],
      "evidence": [
        "宝典指出业务决定公司命脉并给出渐进培养建议",
        "书强调技术牛与客户需求之间有巨大鸿沟",
        "书建议邀请业务型负责人分享经验帮助转型"
      ],
      "limits": [
        "转型期间技术交付需有人接续",
        "尊重成员意愿，避免强转引发流失",
        "商务承诺不得超出团队交付能力"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》第四部分 · 关于成员从技术转业务"
      ],
      "tags": [
        "技术转业务",
        "转型",
        "客户沟通",
        "培养"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-30",
      "publicVersion": "sha256:9a805c2182f40d7a7586bff6025b9107e868a15fb0e3693466eb4a5fa69ab051",
      "readingPriority": "P2",
      "relatedProjects": [],
      "projectLinkStatus": "none",
      "projectLinkNote": "暂无适用项目案例（制度/理念类知识点，不以关联数量为指标）",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-book-competition",
      "title": "创业比赛：慎参赛，护机密",
      "domain": "骨干运营",
      "summary": "比赛耗时间且可能泄露商业模式：低年级先攒实力不轻易参赛，高年级真创业的数据天然能打，BP 只对投资人在私下场合展示。",
      "plainLanguage": "靠比赛挣 10 万和靠市场挣 10 万是两回事。真创业的团队拿奖不难，难的是守住自己的商业模式。",
      "keyPoints": [
        "打比赛与真创业是两种打法，比赛分散精力拖累项目",
        "低年级不轻易参赛，没有项目就去找项目、加强内训",
        "高年级可参赛且应拿好名次：真实数据就是竞争力",
        "商业计划书就是商业机密，台下都是头狼",
        "参赛可保办公室、给学校交代，是现实收益",
        "靠比赛奖金养团队不可持续，市场才能证明实力"
      ],
      "useWhen": [
        "收到参赛邀请时做取舍",
        "权衡比赛与项目交付冲突",
        "准备路演材料的保密边界"
      ],
      "workflow": [
        "评估参赛对业务与办公室的影响",
        "只展示可公开的部分商业模式",
        "用真实项目数据替代包装内容",
        "控制参赛投入的时间上限",
        "赛后把有用反馈写回项目计划",
        "保护核心数据与客户信息不外泄"
      ],
      "evidence": [
        "宝典用整章分析参赛的收益、风险与时机",
        "书强调好项目一旦暴露就有一百个人做",
        "书认为比赛融资并不常见，资金主要靠自挣"
      ],
      "limits": [
        "各校对比赛的扶持政策不同，需按实际权衡",
        "路演材料公开前需团队评审",
        "不夸大成绩、不虚报数据"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》第四部分 · 关于创业比赛"
      ],
      "tags": [
        "创业比赛",
        "商业机密",
        "取舍",
        "路演"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-30",
      "publicVersion": "sha256:5c7d328a3b6f858f0c9f26cb97670d562206c9a1a5536e2ec319ce22cb35cde7",
      "readingPriority": "P2",
      "relatedProjects": [],
      "projectLinkStatus": "none",
      "projectLinkNote": "暂无适用项目案例（制度/理念类知识点，不以关联数量为指标）",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-book-teacher-boundary",
      "title": "指导老师：借力而不依赖",
      "domain": "负责人必修",
      "summary": "指导老师是外部支持而非决策者：借力争取资源、保持独立决策，老师参股只在两种逻辑下可考虑。",
      "plainLanguage": "老师愿意帮是运气，但团队的方向必须自己拿。老师跳过负责人直接给成员派活，就说明边界已经破了。",
      "keyPoints": [
        "找不找指导老师都可以，要找就选有威望的",
        "老师可帮助争取政策、场地与校内支持",
        "老师不能干预团队决策、不能深度参与运营",
        "老师跳过负责人直接布置任务是有问题的信号",
        "老师入股仅两种逻辑：全职加入创业，或作为不影响决策的天使投资人",
        "不要过于依赖老师，团队要独立发展"
      ],
      "useWhen": [
        "确定是否聘任指导老师",
        "划清与老师的协作边界",
        "处理老师资源入股的提议"
      ],
      "workflow": [
        "按威望与理念认同度筛选老师人选",
        "以会友方式让老师了解团队制度与初心",
        "明确老师支持的范围与方式",
        "发现越界介入时由负责人及时沟通",
        "对外表述保持团队独立身份",
        "换届后完成师生关系的重新对接"
      ],
      "evidence": [
        "宝典专章讨论指导老师的选择、作用与边界",
        "书明确老师不能干预决策、不能跳过负责人派活",
        "书给出老师参股的两个可考虑逻辑"
      ],
      "limits": [
        "与老师的关系需尊重校规校纪",
        "资源入股涉及公司治理，需法律意见",
        "本卡不针对任何具体教师个人"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》第四部分 · 关于指导老师"
      ],
      "tags": [
        "指导老师",
        "边界",
        "独立性",
        "校内资源"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-30",
      "publicVersion": "sha256:bdc82c6d6bce009e1ddacc14e38323d3acddcbd48b10e359ba97d119963c2ba6",
      "readingPriority": "P2",
      "relatedProjects": [],
      "projectLinkStatus": "none",
      "projectLinkNote": "暂无适用项目案例（制度/理念类知识点，不以关联数量为指标）",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    },
    {
      "id": "aaaw-book-company-registration",
      "title": "注册公司：理解这个组织形式",
      "domain": "负责人必修",
      "summary": "注册本身建议交代办，更重要的是理解公司这一组织形式的价值：它把梦想、制度与责任装进一个可持续的容器。",
      "plainLanguage": "注册公司不难，难的是明白公司是什么：三百年来最厉害的组织形式，也是装下你们梦想的那条船。",
      "keyPoints": [
        "注册流程建议找代办，省时省力",
        "公司是现代经济最重要的组织形式，承载就业与创新",
        "公司制度与市场经济发展是同一件事",
        "面向市场创新的组织才是知识变力量的关键",
        "注册前先完成股权、退出机制与基本法的讨论",
        "WTEAM 的本质：学做 CEO、建执行团队、等市场机会、拿结果"
      ],
      "useWhen": [
        "筹备注册公司的时间表",
        "理解公司治理与团队制度的关系",
        "向成员解释注册的意义"
      ],
      "workflow": [
        "确认股权结构与协议文本（见股权卡）",
        "选择代办并核对注册地与行业类目",
        "准备章程、账户与财务制度",
        "完成注册并归档证照材料",
        "把团队制度映射为公司制度",
        "按期完成税务与年报义务"
      ],
      "evidence": [
        "宝典建议找代办注册并引《公司的力量》论述组织价值",
        "书总结 WTEAM 的本质是学 CEO、建团队、等机会、拿结果",
        "书提醒注册前把股权与退出机制谈清楚"
      ],
      "limits": [
        "具体注册与税务要求以当地法规为准",
        "本卡不构成法律或财税意见",
        "证照与账户信息属敏感资料，不得公开"
      ],
      "sourceBasis": [
        "《穷学生宝典（第一版）》第四部分 · 关于注册公司"
      ],
      "tags": [
        "注册公司",
        "代办",
        "组织形式",
        "公司治理"
      ],
      "evidenceLevel": "document",
      "visibility": "public",
      "contentStatus": "published",
      "lastReviewedAt": "2026-10-30",
      "publicVersion": "sha256:136d983b2b1d3ea3e6b721d3430d53f2ace4ee56e24f4ece8e833d6d12ec723b",
      "readingPriority": "P2",
      "relatedProjects": [],
      "projectLinkStatus": "none",
      "projectLinkNote": "暂无适用项目案例（制度/理念类知识点，不以关联数量为指标）",
      "contentType": "concept",
      "ownerRole": "待指定",
      "nextReviewAt": "2027-02-02"
    }
  ]
}
