[
  {
    "name": "主动健康与健康融入万策（总纲旗舰）",
    "category": "flagship",
    "description": "把健康融入万策、带到每一个人心中：主动健康策略 + 健康影响评估（PAF/集中指数）+ 理论·数据·选题·院校五大板块，学科建设总纲。",
    "url": "skills/active-health-hiap-skill.md",
    "tags": [
      "旗舰",
      "HiAP",
      "主动健康"
    ]
  },
  {
    "name": "卫生经济学评价教程",
    "category": "hecon",
    "description": "CEA/CUA 总纲：研究问题、成本测算、QALY、贴现、ICER、不确定性、CHEERS 2022 报告清单，9 步带代码。",
    "url": "skills/health-economics-tutorial-skill.md",
    "tags": [
      "教程",
      "卫生经济"
    ]
  },
  {
    "name": "DCE 设计助手",
    "category": "hecon",
    "description": "离散选择实验：正交/D-效率设计步骤 + clogit / mixlogit / lclogit2 潜类别分析，Stata 与 R 双轨。",
    "url": "skills/dce-design-assistant-skill.md",
    "tags": [
      "偏好测量",
      "卫生经济"
    ]
  },
  {
    "name": "Markov 模型助手",
    "category": "hecon",
    "description": "队列模拟成本-效果分析：转移矩阵、半周期校正、贴现、ICER、tornado 与 PSA，Stata/R 全程代码。",
    "url": "skills/markov-model-skill.md",
    "tags": [
      "卫生经济",
      "建模"
    ]
  },
  {
    "name": "机器学习助手",
    "category": "data",
    "description": "住院费用预测与风险分层：LASSO/弹性网、随机森林、XGBoost、SHAP 与 TRIPOD 报告。",
    "url": "skills/machine-learning-skill.md",
    "tags": [
      "预测建模",
      "数据科学"
    ]
  },
  {
    "name": "DID 双重差分助手",
    "category": "policy",
    "description": "卫生政策效果评估：平行趋势、经典 2×2 DID、多期交错 DID（csdid）、事件研究、安慰剂检验。",
    "url": "skills/did-skill.md",
    "tags": [
      "因果推断",
      "政策评估"
    ]
  },
  {
    "name": "ITS 间断时间序列助手",
    "category": "policy",
    "description": "单序列干预的水平变化与趋势变化：分段回归、Newey-West 自相关校正、反事实图。",
    "url": "skills/its-skill.md",
    "tags": [
      "政策评估",
      "时间序列"
    ]
  },
  {
    "name": "DDD 三重差分助手",
    "category": "policy",
    "description": "双重差分之差：三维交互识别（如集采×医院类型×品种类型），与 DID 的分解对照。",
    "url": "skills/ddd-skill.md",
    "tags": [
      "因果推断",
      "政策评估"
    ]
  },
  {
    "name": "Meta 分析助手",
    "category": "stats",
    "description": "系统评价效应合并：OR/RR/SMD、固定与随机效应、异质性、森林图、发表偏倚、PRISMA。",
    "url": "skills/meta-analysis-skill.md",
    "tags": [
      "证据综合"
    ]
  },
  {
    "name": "定性方法与结构方程专题",
    "category": "theory",
    "description": "扎根理论 / SEM / 多层SEM / fsQCA：lavaan、QCA 与 Stata sem/gsem/fuzzy 全程代码。",
    "url": "skills/sem-qca-qualitative-skill.md",
    "tags": [
      "质性研究",
      "SEM/fsQCA"
    ]
  },
  {
    "name": "socialmedicineskills 方法学速查手册",
    "category": "stats",
    "description": "54 个方法速查：适用 / 要点 / Stata-R 核心代码 / 报告要点 / 常见错误；含理论框架 F 类与专题 G 类。",
    "url": "skills/socialmedicineskills.md",
    "tags": [
      "速查",
      "54 条"
    ]
  },
  {
    "name": "学术写作规范润色",
    "category": "writing",
    "description": "中文学术文本标点、句式、冗余与结构规范；写作质量工具，明确不做检测器规避。",
    "url": "skills/academic-copyediting-skill.md",
    "tags": [
      "写作"
    ]
  },
  {
    "name": "网状 Meta 分析",
    "category": "evidence",
    "tags": [
      "NMA",
      "证据综合"
    ],
    "description": "传递性、网络结构、多臂相关、直接/间接诊断与证据确定性。",
    "url": "guides/network-meta-analysis-skill.html"
  },
  {
    "name": "meta-meta / 伞状综述",
    "category": "evidence",
    "tags": [
      "umbrella",
      "meta-meta"
    ],
    "description": "综述家族、原始研究重叠矩阵、CCA、AMSTAR 2/ROBIS与二阶合并边界。",
    "url": "guides/umbrella-review-skill.html"
  },
  {
    "name": "目标试验模拟 TTE",
    "category": "policy",
    "tags": [
      "目标实验模拟",
      "TTE"
    ],
    "description": "七要素协议、time zero、IPW、CCW路线与TARGET报告。",
    "url": "guides/target-trial-emulation-skill.html"
  },
  {
    "name": "蒙特卡洛模拟与 PSA",
    "category": "simulation",
    "tags": [
      "Monte Carlo",
      "PSA"
    ],
    "description": "ADEMP、偏倚/覆盖/效能、MCSE、PSA与CEAC的教学实验。",
    "url": "guides/monte-carlo-simulation-skill.html"
  },
  {
    "name": "因果推断进阶",
    "category": "policy",
    "tags": [
      "SDID",
      "DML"
    ],
    "description": "SDID、DML、IPW/MSM与g方法：先定估计目标，再核对识别和诊断。",
    "url": "guides/advanced-causal-inference-skill.html"
  },
  {
    "name": "卫生政策文本分析",
    "category": "text",
    "tags": [
      "PMC",
      "BERTopic",
      "LLM"
    ],
    "description": "三维框架、PMC、主题模型、LLM编码与人工金标准验证。",
    "url": "guides/policy-text-analysis-skill.html"
  },
  {
    "name": "医疗 AI 与人工评价",
    "category": "data",
    "tags": [
      "Kappa",
      "ICC",
      "医学AI"
    ],
    "description": "准确性、一致性、配对比较、校准、安全错误和TRIPOD-LLM。",
    "url": "guides/medical-ai-evaluation-skill.html"
  },
  {
    "name": "公共数据库与纵向研究",
    "category": "data",
    "tags": [
      "纵向",
      "公共数据库"
    ],
    "description": "CHARLS/CLHLS/CFPS口径、抽样、失访、轨迹与竞争风险。",
    "url": "guides/longitudinal-public-data-skill.html"
  },
  {
    "name": "模拟模型选型",
    "category": "simulation",
    "tags": [
      "微观模拟",
      "ABM",
      "DES"
    ],
    "description": "Markov、微观、DES、系统动力学、ABM：结构、参数、校准与验证。",
    "url": "guides/simulation-models-skill.html"
  },
  {
    "name": "个体微观模拟",
    "category": "simulation",
    "description": "从个体状态和病史到竞争事件、成本/QALY、校准验证、共同随机数、MCSE与PSA；含痴呆、衰弱和慢病文献示例。",
    "url": "guides/microsimulation-studio.html",
    "tags": [
      "微观模拟",
      "痴呆与衰弱",
      "成本QALY",
      "校准验证",
      "R",
      "Stata"
    ]
  },
  {
    "name": "实施科学与健康公平",
    "category": "theory",
    "tags": [
      "实施科学",
      "公平"
    ],
    "description": "CFIR/RE-AIM、可测机制链、定性定量整合和公平性评价。",
    "url": "guides/implementation-equity-skill.html"
  },
  {
    "name": "从选题到论文的研究流程",
    "category": "writing",
    "tags": [
      "研究流程",
      "范围综述"
    ],
    "description": "文献核验、综述分流、变量与图表计划、写作修订和投稿材料。",
    "url": "guides/research-workflow-skill.html"
  },
  {
    "name": "PSM、匹配与加权",
    "category": "policy",
    "tags": [
      "PSM",
      "IPW",
      "熵平衡"
    ],
    "description": "ATE/ATT/ATO、变量选择、共同支持、Love plot与匹配后推断。",
    "url": "guides/propensity-score-skill.html"
  },
  {
    "name": "交错 DID / 分批政策",
    "category": "policy",
    "tags": [
      "交错DID",
      "csdid"
    ],
    "description": "ATT(g,t)、C&S、Sun–Abraham、事件窗、对照支持与小簇推断。",
    "url": "guides/staggered-did-skill.html"
  },
  {
    "name": "聚类分析与分型",
    "category": "data",
    "tags": [
      "K-means",
      "聚类",
      "潜类别"
    ],
    "description": "距离、变量尺度、算法、类数、稳定性与外部验证的完整路线。",
    "url": "guides/clustering-analysis-skill.html"
  },
  {
    "name": "卫生计量模型选型",
    "category": "stats",
    "tags": [
      "计量经济学",
      "模型逻辑"
    ],
    "description": "GLM、两部、计数、面板FE/RE/CRE、分位数、IV/RDD和空间模型。",
    "url": "guides/econometric-modeling-skill.html"
  },
  {
    "name": "长期护理保险政策与研究",
    "category": "政策主题",
    "tags": [
      "长护险",
      "政策主题"
    ],
    "description": "2016/2020试点到2026建制，筹资、评估、待遇、地方版本与研究变量。",
    "url": "guides/long-term-care-policy-skill.html"
  },
  {
    "name": "家庭病床政策与研究",
    "category": "政策主题",
    "tags": [
      "家庭病床",
      "居家医疗"
    ],
    "description": "2026服务指南、建撤床流程、支付、地方差异及效果评价框架。",
    "url": "guides/home-hospital-bed-policy-skill.html"
  },
  {
    "name": "CHARLS · 中国健康与养老追踪调查",
    "category": "data",
    "description": "中老年健康、经济与家庭追踪；原始模块、Harmonized与第三方清洗版分别建立版本清单。",
    "url": "skills/charls-database-skill.md",
    "tags": [
      "CHARLS",
      "数据库"
    ]
  },
  {
    "name": "CLHLS / CLHLS-HF · 老年健康与家庭追踪",
    "category": "data",
    "description": "高龄健康与照护研究；2021家庭扩展、存活者问卷、死亡家属问卷和补充样本分别处理。",
    "url": "skills/clhls-database-skill.md",
    "tags": [
      "CLHLS / CLHLS-HF",
      "数据库"
    ]
  },
  {
    "name": "HRS · Health and Retirement Study",
    "category": "data",
    "description": "以健康、工作退休和家庭经济为主线的纵向调查。Core、RAND、家庭、CAMS、退出和生物标志物产品分开。",
    "url": "skills/hrs-database-skill.md",
    "tags": [
      "HRS",
      "数据库"
    ]
  },
  {
    "name": "ELSA · English Longitudinal Study of Ageing",
    "category": "data",
    "description": "英格兰老龄纵向研究；访问、护士测量、自填、生命历程和退出材料按组件衔接。",
    "url": "skills/elsa-database-skill.md",
    "tags": [
      "ELSA",
      "数据库"
    ]
  },
  {
    "name": "SHARE · Survey of Health, Ageing and Retirement in Europe",
    "category": "data",
    "description": "跨欧洲国家的健康与退休调查；国家、常规波、SHARELIFE、疫情及退出组件需识别。",
    "url": "skills/share-database-skill.md",
    "tags": [
      "SHARE",
      "数据库"
    ]
  },
  {
    "name": "KLoSA · Korean Longitudinal Study of Aging",
    "category": "data",
    "description": "2006起的中老年家庭追踪；基线抽样覆盖与后期补样须分别说明。",
    "url": "skills/klosa-database-skill.md",
    "tags": [
      "KLoSA",
      "数据库"
    ]
  },
  {
    "name": "LASI / LASI-DAD · Longitudinal Ageing Study in India",
    "category": "data",
    "description": "老龄、家庭与健康调查；全国Wave 1、2010试调查及LASI-DAD认知子研究为不同产品。",
    "url": "skills/lasi-database-skill.md",
    "tags": [
      "LASI / LASI-DAD",
      "数据库"
    ]
  },
  {
    "name": "MHAS / ENASEM · Mexican Health and Aging Study",
    "category": "data",
    "description": "健康、家庭和经济追踪；Core、代理、家属、Master Follow-Up、Mex-Cog及插补资料分开。",
    "url": "skills/mhas-database-skill.md",
    "tags": [
      "MHAS / ENASEM",
      "数据库"
    ]
  },
  {
    "name": "NHANES · 复杂抽样与健康检查实操",
    "category": "data",
    "description": "从XPT与Doc File核对到周期合并、组件权重、survey分析和死亡链接。",
    "url": "skills/nhanes-database-skill.md",
    "tags": [
      "NHANES",
      "数据库"
    ]
  },
  {
    "name": "HRS家族 · 跨国协调与外部验证",
    "category": "data",
    "description": "把CHARLS、HRS、ELSA、SHARE、KLoSA、LASI、MHAS及扩展研究按共同概念协调。",
    "url": "skills/cross-cohort-harmonization-skill.md",
    "tags": [
      "HRS家族",
      "数据库"
    ]
  },
  {
    "name": "CFPS、CHNS与NHIS · 扩展调查选型",
    "category": "data",
    "description": "综合家庭、营养社区和年度健康访谈的单位、时间、权重与分析路线。",
    "url": "skills/cfps-chns-database-skill.md",
    "tags": [
      "CFPS、CHNS与NHIS",
      "数据库"
    ]
  },
  {
    "name": "医保结算、临床登记与MEPS · 费用和事件数据",
    "category": "data",
    "description": "按人、就诊、费用明细和制度暴露构建可追溯分析层，区分结算费用与真实成本。",
    "url": "skills/claims-clinical-database-skill.md",
    "tags": [
      "医保结算、临床登记与MEPS",
      "数据库"
    ]
  },
  {
    "name": "HRS家族扩展 · JSTAR、TILDA、CRELES、SPS、MARS与HCAP",
    "category": "data",
    "description": "补充亚洲、欧洲、拉美老龄研究与认知扩展，并明确文档核验深度。",
    "url": "skills/aging-family-extension-skill.md",
    "tags": [
      "HRS家族扩展",
      "数据库"
    ]
  },
  {
    "name": "科研数据图与多面板排版",
    "category": "科研画图",
    "description": "从数据、模型输出和科学问题生成可复现统计图与多面板图，交付脚本、SVG/PDF和预览；不生成研究数据。",
    "url": "skills/research-figure-skill.md",
    "tags": [
      "科研画图",
      "SVG",
      "科研图表"
    ]
  },
  {
    "name": "JAMA八类图表阅读与绘制",
    "category": "科研画图",
    "description": "区分并绘制生存、森林、流程、样条、分布、竞争风险、预测评价和目标试验图解；保留真实来源和统计含义。",
    "url": "skills/clinical-statistical-figures-skill.md",
    "tags": [
      "科研画图",
      "SVG",
      "科研图表"
    ]
  },
  {
    "name": "政策评估与卫生经济图表",
    "category": "科研画图",
    "description": "将DID、ITS、匹配加权和卫生经济模型的已估计结果转为可审读图表，明确识别条件、比较组与不确定性。",
    "url": "skills/policy-evaluation-figures-skill.md",
    "tags": [
      "科研画图",
      "SVG",
      "科研图表"
    ]
  },
  {
    "name": "理论框架、机制图与DAG",
    "category": "科研画图",
    "description": "把文献或研究方案转成有证据来源的理论框架、机制图、DAG或SEM示意，交付可编辑源文件并核对箭头含义。",
    "url": "skills/conceptual-mechanism-figure-skill.md",
    "tags": [
      "科研画图",
      "SVG",
      "科研图表"
    ]
  },
  {
    "name": "基金申报与研究技术路线图",
    "category": "科研画图",
    "description": "将申请书或研究方案转成研究内容、科学问题、方法、数据和产物对齐的技术路线图，保持项目原文和可编辑性。",
    "url": "skills/grant-roadmap-figure-skill.md",
    "tags": [
      "科研画图",
      "SVG",
      "科研图表"
    ]
  },
  {
    "name": "图形摘要与AI辅助示意图",
    "category": "科研画图",
    "description": "设计论文图形摘要与AI辅助概念插图，保持来源、事实和数值完整，明确位图、矢量与可编辑交付的差别。",
    "url": "skills/graphical-abstract-skill.md",
    "tags": [
      "科研画图",
      "SVG",
      "科研图表"
    ]
  },
  {
    "name": "论文精读与中文文献汇报PPT",
    "category": "PPT制作",
    "description": "将科研论文转为有证据主线的中文汇报PPT，保留关键原图、出处和逐页讲稿，交付真实PPTX。",
    "url": "skills/paper-to-ppt-skill.md",
    "tags": [
      "PPT制作",
      "PPTX",
      "汇报"
    ]
  },
  {
    "name": "开题、中期与答辩PPT",
    "category": "PPT制作",
    "description": "依据研究阶段制作开题、中期或答辩PPT，对齐科学问题、子研究、方法和已有结果，清楚标识计划与完成状态。",
    "url": "skills/thesis-defense-ppt-skill.md",
    "tags": [
      "PPT制作",
      "PPTX",
      "汇报"
    ]
  },
  {
    "name": "图片、扫描PDF转可编辑PPT",
    "category": "PPT制作",
    "description": "将幻灯片截图、扫描PDF或图片型PPT重建为对象可编辑的PPTX，保留图像与文本来源并说明无法恢复的内容。",
    "url": "skills/image-to-editable-slides-skill.md",
    "tags": [
      "PPT制作",
      "PPTX",
      "汇报"
    ]
  },
  {
    "name": "统一视觉的图片型PPT",
    "category": "PPT制作",
    "description": "在用户接受整页图片的前提下制作视觉统一的图片型PPT，保留原图、提示词和讲稿，明确对象不可单独编辑。",
    "url": "skills/image-based-slides-skill.md",
    "tags": [
      "PPT制作",
      "PPTX",
      "汇报"
    ]
  },
  {
    "name": "科研教学、方法科普与分镜PPT",
    "category": "PPT制作",
    "description": "把研究方法或科研知识组织成教学幻灯片、图解卡片和视频分镜，保留准确术语、来源与受众层次。",
    "url": "skills/teaching-storyboard-ppt-skill.md",
    "tags": [
      "PPT制作",
      "PPTX",
      "汇报"
    ]
  },
  {
    "name": "科研图与PPT质量检查",
    "category": "质量检查",
    "description": "检查科研图和PPT的证据、图文一致、对象编辑、字体、裁切和导出，区分自动结构检查与人工视觉检查。",
    "url": "skills/figure-ppt-quality-skill.md",
    "tags": [
      "质量检查",
      "可编辑",
      "验收"
    ]
  },
  {
    "name": "科研公众号图文",
    "category": "科研传播",
    "description": "依据公开方法和官方来源制作清晰简洁的公众号图文，检查手机可读性、来源、二维码与素材边界。",
    "url": "skills/research-public-posts-skill.md",
    "tags": [
      "科研传播",
      "公众号",
      "证据核验"
    ]
  },
  {
    "name": "Skill 下载记录",
    "category": "工具维护",
    "description": "按GitHub Release附件ID记录下载计数和日期快照，区分点击、下载、安装与调用。",
    "url": "skills/skill-download-stats/SKILL.md",
    "tags": [
      "下载统计",
      "公开发布",
      "隐私"
    ]
  },
  {
    "name": "公开科研资助结构与热点分析",
    "category": "项目资料",
    "description": "先核对来源覆盖、项目状态、历史代码和缺失年份，再做主题复核、分期地图及机构比较；公开汇总，不以获资助样本估计成功率。",
    "url": "skills/funding-landscape-skill.md",
    "tags": [
      "科研资助",
      "健康治理",
      "主题分析",
      "覆盖核验"
    ]
  },
  {
    "name": "模拟与标准化病人 SP / USP",
    "category": "研究设计",
    "description": "用训练过的扮演者在统一情境下测量服务过程，区分教学考核与未预先告知的质量研究。",
    "url": "skills/standardized-patient-skill.md",
    "tags": [
      "标准化病人",
      "模拟病人",
      "SP",
      "USP",
      "OSCE",
      "服务质量"
    ]
  },
  {
    "name": "实施科学：从框架到研究设计",
    "category": "研究设计",
    "description": "区分服务干预与实施策略，把障碍、策略、实施结局、健康结局和持续使用连接到具体设计。",
    "url": "skills/implementation-science-skill.md",
    "tags": [
      "实施科学",
      "CFIR",
      "RE-AIM",
      "Proctor",
      "ERIC",
      "hybrid",
      "StaRI"
    ]
  }
]