[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-minimax-epi-data-access":3,"mdc--j9s8yn-key":37,"related-org-minimax-epi-data-access":1510,"related-repo-minimax-epi-data-access":1713},{"slug":4,"name":4,"fn":5,"description":6,"org":7,"tags":12,"stars":26,"repoUrl":27,"updatedAt":28,"license":29,"forks":30,"topics":31,"repo":32,"sourceUrl":35,"mdContent":36},"epi-data-access","access public health and epidemiology data","当用户需要获取流行病学与公共卫生数据、查找疾病负担或疫情公开数据源、下载 国际或中国的公卫统计与监测数据、评估某个数据源能不能用\u002F怎么引用时使用。 同义场景：WHO 数据、GHDx\u002FIHME 疾病负担、Our World in Data、ProMED 疫情快报、 国家卫健委疫情通报、中国 CDC 周报、China CDC Weekly、国家统计局人口数据、 CHNS 队列、发病率\u002F死亡率数据去哪找、疫情数据下载、公卫数据源推荐、 个案数据去标识化、涉及人的数据要不要伦理审查、\"帮我找找某地某病的数据\"。",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},"minimax","MiniMax","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Fminimax.jpg","MiniMax-AI",[13,17,20,23],{"name":14,"slug":15,"type":16},"Research","research","tag",{"name":18,"slug":19,"type":16},"Healthcare","healthcare",{"name":21,"slug":22,"type":16},"Data Analysis","data-analysis",{"name":24,"slug":25,"type":16},"Statistics","statistics",5,"https:\u002F\u002Fgithub.com\u002FMiniMax-AI\u002FMiniMax-Code-Plugins","2026-08-21T03:59:18.350257",null,2,[],{"repoUrl":27,"stars":26,"forks":30,"topics":33,"description":34},[],"Community registry and contribution toolkit for MiniMax Code plugins.","https:\u002F\u002Fgithub.com\u002FMiniMax-AI\u002FMiniMax-Code-Plugins\u002Ftree\u002FHEAD\u002Fplugins\u002FHylouis233\u002Fopenscience\u002Fskills\u002Fepi-data-access","---\nname: epi-data-access\ndescription: >-\n  当用户需要获取流行病学与公共卫生数据、查找疾病负担或疫情公开数据源、下载\n  国际或中国的公卫统计与监测数据、评估某个数据源能不能用\u002F怎么引用时使用。\n  同义场景：WHO 数据、GHDx\u002FIHME 疾病负担、Our World in Data、ProMED 疫情快报、\n  国家卫健委疫情通报、中国 CDC 周报、China CDC Weekly、国家统计局人口数据、\n  CHNS 队列、发病率\u002F死亡率数据去哪找、疫情数据下载、公卫数据源推荐、\n  个案数据去标识化、涉及人的数据要不要伦理审查、\"帮我找找某地某病的数据\"。\nargument-hint: '[疾病\u002F指标 + 地区 + 时间范围]'\nmetadata:\n  domains: [epidemiology, public-health]\n  last_reviewed: '2026-08-18'\n---\n\n# epi-data-access：公共卫生数据源获取规程\n\n## 目的\n\n流行病学分析的第一公里是\"数据从哪来、能不能用、怎么标注\"。本技能给出常用\n国际与中国公共卫生数据源的获取规程：每个数据源固定回答四件事——**入口、\n格式、许可注意、来源标注标签**，并划定个案数据隐私红线与数据只读原则。\n\n铁律（与包根 CLAUDE.md guardrails 一致，此处为域内具体化）：\n\n1. 凡写入产物的数据事实必须带来源标签；标签描述出处，不暗示置信度。\n2. 数据文件落地即冻结：进 `data\u002F` 后不改名、不编辑、不覆盖（原始数据只读\n   原则，见 research-workspace）。\n3. 个案级数据先过隐私红线检查，再谈分析。\n4. 拿不到的数据不编造：留 `[待补证据]` 占位并写明去哪补（evidence-or-silence）。\n\n## 前置检查\n\n1. 明确需求三要素：**指标**（发病率\u002F死亡率\u002F患病率\u002F疾病负担\u002F病原学监测…）、\n   **地区**（全球\u002F国家\u002F省级\u002F更小单元）、**时间范围**。三要素不全时先与用户\n   对齐，不要带着模糊需求逐个试数据源。\n2. 确认需要的是**汇总数据**（已按地区\u002F时间聚合的统计量）还是**个案数据**\n   （逐病例记录）。两者走完全不同的合规路径：个案数据必须先完成第 4 节\n   的隐私与伦理检查。\n3. 确认网络环境与访问权限：部分数据源需要注册、申请或机构权限（如 CHNS\n   需要注册并同意数据使用协议）。无权限的源直接标注\"无权限\"，不要假装能取。\n4. 确认工作区已初始化（`data\u002F` 目录存在）；未初始化时引导用户先运行\n   research-workspace。\n\n## 1 · 国际数据源\n\n以下入口与条款为模型知识整理，**具体 URL 与许可条款可能已变化**：引用前\n应打开页面确认当前条款，并把页面所见按 `[模型知识—待核实]` 与实际访问结果\n并列呈现（guardrail 第 5 条）。\n\n### 1.1 WHO 数据（WHO Data \u002F Global Health Observatory）\n\n- **入口**：WHO 官网数据页与 Global Health Observatory（GHO）主题指标库\n  [模型知识—待核实：入口页面近年有过改版]。\n- **格式**：网页表格在线浏览；GHO 提供 API（OData 风格）与 CSV 下载\n  [模型知识—待核实]。\n- **许可注意**：WHO 数据通常附带其使用条款，再分发与商用受限；报告中引用\n  需注明 \"World Health Organization\" 及获取日期 [模型知识—待核实]。\n- **标注标签**：`[WHO-GHO]`（限本会话真实访问到的内容）。\n\n### 1.2 GHDx \u002F IHME（全球疾病负担研究 GBD）\n\n- **入口**：Global Health Data Exchange（ghdx.healthdata.org），GBD 结果\n  工具（GBD Compare \u002F GBD Results）[模型知识—待核实]。\n- **格式**：在线可视化工具 + CSV 下载（需免费注册账号）。\n- **许可注意**：IHME 数据免费但要求按指定格式引用 GBD 研究署名；下载时\n  页面会给出引用文本，照抄即可 [模型知识—待核实]。\n- **标注标签**：`[GHDx]`。\n- **提示**：GBD 的估计是**模型产出**而非直接观测，写作时应说明\"估计值\"\n  属性与不确定区间，不能与监测直报数字混用 [模型知识—待核实]。\n\n### 1.3 Our World in Data（OWID）\n\n- **入口**：ourworldindata.org 各主题页与 Grapher 图表的下载按钮\n  [模型知识—待核实]。\n- **格式**：CSV \u002F 图表导出；多数变量附元数据说明。\n- **许可注意**：OWID 自身内容多为 CC-BY，但其**转引的底层数据**（如 WHO、\n  世界银行）仍受原始来源条款约束——引用时应回溯到底层来源，不能只引 OWID\n  [模型知识—待核实]。\n- **标注标签**：`[OWID]`，并同时标注底层来源（如 `[WHO-GHO]`）。\n\n### 1.4 ProMED 疫情快报\n\n- **入口**：ProMED-mail（promedmail.org），按主题\u002F地区检索疫情通报邮件\n  [模型知识—待核实]。\n- **格式**：非结构化英文快报文本（邮件列表档案）。\n- **许可注意**：ProMED 是**早期预警信号**而非核实数据，内容未经同行评议；\n  引用时必须注明其为未核实通报，并以官方通报复核 [模型知识—待核实]。\n- **标注标签**：`[ProMED]`，产物中凡 ProMED 信息均需附\"未经官方核实\"限定语。\n\n## 2 · 中国数据源\n\n### 2.1 国家卫生健康委疫情通报\n\n- **入口**：国家卫健委官网\"疫情通报\"\u002F法定传染病疫情概况栏目（月度发布）\n  [模型知识—待核实]。\n- **格式**：网页文字通报（法定报告传染病分病种发病数、死亡数）。\n- **许可注意**：政府公开信息，引用注明发布机构与发布日期；通报数字为\n  法定报告口径，存在报告延迟与漏报，解读时需说明口径 [模型知识—待核实]。\n- **标注标签**：`[国家卫健委]`。\n\n### 2.2 中国 CDC 周报（China CDC Weekly）\n\n- **入口**：weekly.chinacdc.cn，英文周刊，含监测分析、暴发调查简报与方法\n  文章 [模型知识—待核实]。\n- **格式**：网页全文 + PDF，开放获取。\n- **许可注意**：开放获取但仍需完整引用（刊名、年卷期、DOI）；其\"Notes\n  from the Field\"类文章是快报性质，引用措辞与正式研究论文区分\n  [模型知识—待核实]。\n- **标注标签**：`[China CDC Weekly]`。\n\n### 2.3 国家统计局人口数据\n\n- **入口**：国家统计局官网年度统计公报、人口普查\u002F抽样调查公报、国家数据\n  查询平台 [模型知识—待核实]。\n- **格式**：网页表格、公报 PDF；查询平台可导出。\n- **许可注意**：政府公开数据；人口分母（计算发病率、粗率必备）注意**口径\n  年份**——普查年与非普查年的估计方法不同，跨年比较需统一口径\n  [模型知识—待核实]。\n- **标注标签**：`[国家统计局]`。\n\n### 2.4 CHNS 等队列数据\n\n- **入口**：China Health and Nutrition Survey（CHNS）官网注册申请\n  [模型知识—待核实]；其他常用队列（如 CHARLS、CFPS）各有申请门户\n  [模型知识—待核实]。\n- **格式**：注册审核后下载 SAS\u002FStata\u002FCSV 数据文件与问卷文档。\n- **许可注意**：需签署数据使用协议，通常禁止再分发原始数据、要求按指定\n  格式致谢；**个案级数据，适用第 4 节全部隐私红线**。\n- **标注标签**：`[CHNS]`（或对应队列名）。\n\n## 3 · 获取与登记规程\n\n按顺序执行：\n\n1. **定口径**：把需求三要素写成一行查询说明（例：\"某省 2015–2024 年肺结核\n   报告发病率，分年度\"），据此选择数据源，一次只取一个口径，不混用。\n2. **获取**：人工下载或小量 API 调用。批量抓取、镜像整库属 guardrail 第 8\n   条危险操作（联网批量下载），必须先向用户说明并获确认。\n3. **落盘冻结**：原始文件存入 `data\u002F`（建议子目录按来源组织，如\n   `data\u002Fwho-gho\u002F`），落地后不再改动。\n4. **登记 provenance**：用 provenance-record 登记，note 中\n   写明：数据源、获取日期（ISO 8601 带时区）、查询条件\u002FURL、文件清单。\n5. **记录口径备注**：在该数据的说明文件（如 `data\u002F\u003C源>\u002FREADME.md`）写明\n   指标定义、分母来源、已知局限（报告延迟、口径变更），供下游引用。\n\n## 4 · 隐私红线与伦理审查\n\n凡涉及**个案级数据**（病例一览表、问卷、队列个体记录），在数据进入分析\n环境**之前**逐项检查：\n\n1. **去标识化**：姓名、身份证号、电话、详细住址（精细到门牌\u002F自然村）、\n   工作单位等直接标识符**不得进入分析环境**。确需保留的准标识符（年龄、\n   性别、乡镇级地区）评估再识别风险，必要时泛化（如年龄分组）。\n2. **去标识化在源头做**：在数据整理阶段生成去标识副本，原始含标识符文件\n   按机构规定单独保管；分析脚本只接触去标识副本。\n3. **伦理审查**：涉及人的数据（含回顾性病历、问卷、队列）先确认已有\n   IRB\u002F伦理委员会批件或豁免证明；没有批件的项目停止数据处理，提醒用户\n   先办伦理手续。批件编号写入产物的方法学说明。\n4. **数据出境**：向境外服务（含在线工具、境外云）传输个案数据前，核对\n   《数据安全法》《个人信息保护法》及机构数据管理要求与画像中的合规红线；\n   画像写明\"不得出境\"的一律拒绝并说明。\n5. **最小够用**：只取分析所需的变量与时间范围，不囤数据。\n\n## 输出模板\n\n获取完成后向用户输出数据源清单：\n\n```markdown\n## 数据源清单（\u003C获取日期>）\n\n| 数据源 | 指标与口径 | 覆盖范围 | 文件 | 标注标签 | 许可\u002F限制 |\n| --- | --- | --- | --- | --- | --- |\n| WHO GHO | 某病发病率（估计值） | 全球，2000–2021 | data\u002Fwho-gho\u002Fxxx.csv | [WHO-GHO] | 需署名 WHO |\n| 国家卫健委 | 法定传染病报告发病数 | 全国，按月 | data\u002Fnhc\u002Fxxx.html | [国家卫健委] | 政府公开信息 |\n\n- provenance：已登记 .openscience\u002Fprovenance.jsonl（\u003C记录时间>）\n- 口径备注：\u003C报告延迟\u002F口径变更\u002F估计值属性…>\n- 未获得：\u003C指标>（原因：无权限\u002F未发布），[待补证据：建议查 \u003C途径>]\n- 隐私与伦理：本批为汇总数据，不涉及个案 \u002F 个案数据已去标识化，\n  伦理批件 \u003C编号>[用户提供]\n```\n\n## 本技能不做什么\n\n- **不做数据质量核验**：数据本身的准确性由发布方负责；本技能只保证来源\n  可溯、口径写明。发现明显异常时在产物中标注 `[待复核]`，不擅自\"修正\"。\n- **不做批量抓取与镜像**：任何可能触发数据源风控的批量下载均属危险操作，\n  需用户明确确认（guardrail 第 8 条）。\n- **不绕过访问控制**：需注册\u002F申请\u002F付费的数据，只引导用户走正规流程，不\n  代为伪造申请或共享账号。\n- **不做分析**：本技能止于\"数据可用且合规地躺在 `data\u002F` 里\"；描述性分析\n  交给 outbreak-analysis，空间分析交给 spatial-epi。\n- **不评估临床内容**：指标定义拿不准时标 `[模型知识—待核实]` 并建议查\n  原始文献或咨询领域专家，不编造定义。\n\n## 收尾与下一步\n\n1. 汇总：取得几个数据源、覆盖哪些指标与年份、哪些需求未满足（含原因）。\n2. 指向 `data\u002F` 中的落盘文件与 provenance 记录。\n3. 建议下一步：\n   - 暴发\u002F监测数据分析 → `outbreak-analysis`；\n   - 分地区率比较与地图 → `spatial-epi`；\n   - 需要人群分母做标化 → 提醒核对国家统计局口径年份后再进分析。\n",{"data":38,"body":45},{"name":4,"description":6,"argument-hint":39,"metadata":40},"[疾病\u002F指标 + 地区 + 时间范围]",{"domains":41,"last_reviewed":44},[42,43],"epidemiology","public-health","2026-08-18",{"type":46,"children":47},"root",[48,57,63,77,82,124,129,194,200,220,227,298,304,381,387,457,463,526,532,538,593,599,654,660,722,728,791,797,802,878,884,903,963,968,973,1361,1366,1441,1446,1504],{"type":49,"tag":50,"props":51,"children":53},"element","h1",{"id":52},"epi-data-access公共卫生数据源获取规程",[54],{"type":55,"value":56},"text","epi-data-access：公共卫生数据源获取规程",{"type":49,"tag":58,"props":59,"children":61},"h2",{"id":60},"目的",[62],{"type":55,"value":60},{"type":49,"tag":64,"props":65,"children":66},"p",{},[67,69,75],{"type":55,"value":68},"流行病学分析的第一公里是\"数据从哪来、能不能用、怎么标注\"。本技能给出常用\n国际与中国公共卫生数据源的获取规程：每个数据源固定回答四件事——",{"type":49,"tag":70,"props":71,"children":72},"strong",{},[73],{"type":55,"value":74},"入口、\n格式、许可注意、来源标注标签",{"type":55,"value":76},"，并划定个案数据隐私红线与数据只读原则。",{"type":49,"tag":64,"props":78,"children":79},{},[80],{"type":55,"value":81},"铁律（与包根 CLAUDE.md guardrails 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outbreak-analysis，空间分析交给 spatial-epi。",{"type":49,"tag":87,"props":1425,"children":1426},{},[1427,1432,1434,1439],{"type":49,"tag":70,"props":1428,"children":1429},{},[1430],{"type":55,"value":1431},"不评估临床内容",{"type":55,"value":1433},"：指标定义拿不准时标 ",{"type":49,"tag":98,"props":1435,"children":1437},{"className":1436},[],[1438],{"type":55,"value":217},{"type":55,"value":1440}," 并建议查\n原始文献或咨询领域专家，不编造定义。",{"type":49,"tag":58,"props":1442,"children":1444},{"id":1443},"收尾与下一步",[1445],{"type":55,"value":1443},{"type":49,"tag":83,"props":1447,"children":1448},{},[1449,1454,1466],{"type":49,"tag":87,"props":1450,"children":1451},{},[1452],{"type":55,"value":1453},"汇总：取得几个数据源、覆盖哪些指标与年份、哪些需求未满足（含原因）。",{"type":49,"tag":87,"props":1455,"children":1456},{},[1457,1459,1464],{"type":55,"value":1458},"指向 ",{"type":49,"tag":98,"props":1460,"children":1462},{"className":1461},[],[1463],{"type":55,"value":103},{"type":55,"value":1465}," 中的落盘文件与 provenance 记录。",{"type":49,"tag":87,"props":1467,"children":1468},{},[1469,1471],{"type":55,"value":1470},"建议下一步：\n",{"type":49,"tag":228,"props":1472,"children":1473},{},[1474,1487,1499],{"type":49,"tag":87,"props":1475,"children":1476},{},[1477,1479,1485],{"type":55,"value":1478},"暴发\u002F监测数据分析 → ",{"type":49,"tag":98,"props":1480,"children":1482},{"className":1481},[],[1483],{"type":55,"value":1484},"outbreak-analysis",{"type":55,"value":1486},"；",{"type":49,"tag":87,"props":1488,"children":1489},{},[1490,1492,1498],{"type":55,"value":1491},"分地区率比较与地图 → ",{"type":49,"tag":98,"props":1493,"children":1495},{"className":1494},[],[1496],{"type":55,"value":1497},"spatial-epi",{"type":55,"value":1486},{"type":49,"tag":87,"props":1500,"children":1501},{},[1502],{"type":55,"value":1503},"需要人群分母做标化 → 提醒核对国家统计局口径年份后再进分析。",{"type":49,"tag":1505,"props":1506,"children":1507},"style",{},[1508],{"type":55,"value":1509},"html .light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html.light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"items":1511,"total":1712},[1512,1536,1552,1571,1586,1606,1624,1642,1657,1673,1692,1702],{"slug":1513,"name":1513,"fn":1514,"description":1515,"org":1516,"tags":1517,"stars":1533,"repoUrl":1534,"updatedAt":1535},"android-native-dev","develop Android native applications","Android native application development and UI design guide. Covers Material Design 3, Kotlin\u002FCompose development, project configuration, accessibility, and build troubleshooting. Read this before Android native application development.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1518,1521,1524,1527,1530],{"name":1519,"slug":1520,"type":16},"Accessibility","accessibility",{"name":1522,"slug":1523,"type":16},"Android","android",{"name":1525,"slug":1526,"type":16},"Kotlin","kotlin",{"name":1528,"slug":1529,"type":16},"Mobile","mobile",{"name":1531,"slug":1532,"type":16},"UI Components","ui-components",13030,"https:\u002F\u002Fgithub.com\u002FMiniMax-AI\u002Fskills","2026-07-13T06:16:54.247834",{"slug":1537,"name":1537,"fn":1538,"description":1539,"org":1540,"tags":1541,"stars":1533,"repoUrl":1534,"updatedAt":1551},"buddy-sings","generate singing performances for AI companions","Use when user wants their Claude Code pet (\u002Fbuddy) to sing a song. Triggers on any request that combines the concept of their Claude Code buddy, pet, or companion with singing or music. Supports multilingual triggers — match equivalent phrases in any language.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1542,1545,1548],{"name":1543,"slug":1544,"type":16},"Agents","agents",{"name":1546,"slug":1547,"type":16},"Audio","audio",{"name":1549,"slug":1550,"type":16},"Creative","creative","2026-07-13T06:16:35.130644",{"slug":1553,"name":1553,"fn":1554,"description":1555,"org":1556,"tags":1557,"stars":1533,"repoUrl":1534,"updatedAt":1570},"color-font-skill","select color palettes and font pairings","Choose presentation-ready color palettes and font pairings for PPT\u002Fdesign tasks. Use when users ask for visual theme choices, brand-safe palettes, or font recommendations. Triggers include: 配色, 色板, 字体, color palette, font, PPT配色, 字体搭配.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1558,1561,1564,1567],{"name":1559,"slug":1560,"type":16},"Design","design",{"name":1562,"slug":1563,"type":16},"Presentations","presentations",{"name":1565,"slug":1566,"type":16},"Themes","themes",{"name":1568,"slug":1569,"type":16},"Typography","typography","2026-07-13T06:17:02.785587",{"slug":1572,"name":1572,"fn":1573,"description":1574,"org":1575,"tags":1576,"stars":1533,"repoUrl":1534,"updatedAt":1585},"design-style-skill","select visual design systems for presentations","Select a consistent visual design system for PPT slides using radius\u002Fspacing style recipes. Use when users ask for overall style direction or component styling consistency. Includes Sharp\u002FSoft\u002FRounded\u002FPill recipes, component mappings, typography\u002Fspacing rules, and mixing guidance. Triggers: 风格, style, radius, spacing, 圆角, 间距, PPT风格, 视觉风格, design style, component style.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1577,1578,1581,1584],{"name":1559,"slug":1560,"type":16},{"name":1579,"slug":1580,"type":16},"Design System","design-system",{"name":1582,"slug":1583,"type":16},"PowerPoint","powerpoint",{"name":1562,"slug":1563,"type":16},"2026-07-13T06:17:10.398389",{"slug":1587,"name":1587,"fn":1588,"description":1589,"org":1590,"tags":1591,"stars":1533,"repoUrl":1534,"updatedAt":1605},"flutter-dev","build cross-platform apps with Flutter","Flutter cross-platform development guide covering widget patterns, Riverpod\u002FBloc state management, GoRouter navigation, performance optimization, and platform-specific implementations. Includes const optimization, responsive layouts, testing strategies, and DevTools profiling.\nUse when: building Flutter apps, implementing state management (Riverpod\u002FBloc), setting up GoRouter navigation, creating custom widgets, optimizing performance, writing widget tests, cross-platform development.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1592,1595,1598,1599,1602],{"name":1593,"slug":1594,"type":16},"Dart","dart",{"name":1596,"slug":1597,"type":16},"Flutter","flutter",{"name":1528,"slug":1529,"type":16},{"name":1600,"slug":1601,"type":16},"Performance","performance",{"name":1603,"slug":1604,"type":16},"State Management","state-management","2026-07-13T06:16:36.626679",{"slug":1607,"name":1607,"fn":1608,"description":1609,"org":1610,"tags":1611,"stars":1533,"repoUrl":1534,"updatedAt":1623},"frontend-dev","build visually striking frontend web pages","Full-stack frontend development combining premium UI design, cinematic animations,\nAI-generated media assets, persuasive copywriting, and visual art. Builds complete,\nvisually striking web pages with real media, advanced motion, and compelling copy.\nUse when: building landing pages, marketing sites, product pages, dashboards,\ngenerating media assets (image\u002Fvideo\u002Faudio\u002Fmusic), writing conversion copy,\ncreating generative art, or implementing cinematic scroll animations.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1612,1615,1616,1617,1620],{"name":1613,"slug":1614,"type":16},"Animation","animation",{"name":1549,"slug":1550,"type":16},{"name":1559,"slug":1560,"type":16},{"name":1618,"slug":1619,"type":16},"Frontend","frontend",{"name":1621,"slug":1622,"type":16},"Web Development","web-development","2026-07-13T06:16:39.108827",{"slug":1625,"name":1625,"fn":1626,"description":1627,"org":1628,"tags":1629,"stars":1533,"repoUrl":1534,"updatedAt":1641},"fullstack-dev","build full-stack web applications","Full-stack backend architecture and frontend-backend integration guide.\nTRIGGER when: building a full-stack app, creating REST API with frontend, scaffolding backend service,\nbuilding todo app, building CRUD app, building real-time app, building chat app,\nExpress + React, Next.js API, Node.js backend, Python backend, Go backend,\ndesigning service layers, implementing error handling, managing config\u002Fauth,\nsetting up API clients, implementing auth flows, handling file uploads,\nadding real-time features (SSE\u002FWebSocket), hardening for production.\nDO NOT TRIGGER when: pure frontend UI work, pure CSS\u002Fstyling, database schema only.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1630,1633,1634,1637,1640],{"name":1631,"slug":1632,"type":16},"Backend","backend",{"name":1618,"slug":1619,"type":16},{"name":1635,"slug":1636,"type":16},"Full-stack","full-stack",{"name":1638,"slug":1639,"type":16},"REST API","rest-api",{"name":1621,"slug":1622,"type":16},"2026-07-13T06:16:43.219005",{"slug":1643,"name":1643,"fn":1644,"description":1645,"org":1646,"tags":1647,"stars":1533,"repoUrl":1534,"updatedAt":1656},"gif-sticker-maker","create animated GIF stickers from photos","Convert photos (people, pets, objects, logos) into 4 animated GIF stickers with captions.\nUse when: user wants to create cartoon stickers, GIF expressions, emoji packs, animated avatars,\nor convert photos to Funko Pop \u002F Pop Mart blind box style animations.\nTriggers: sticker, GIF, cartoon, emoji, expression pack, avatar animation.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1648,1649,1650,1653],{"name":1613,"slug":1614,"type":16},{"name":1549,"slug":1550,"type":16},{"name":1651,"slug":1652,"type":16},"Images","images",{"name":1654,"slug":1655,"type":16},"Media","media","2026-07-13T06:16:51.74461",{"slug":1658,"name":1658,"fn":1659,"description":1660,"org":1661,"tags":1662,"stars":1533,"repoUrl":1534,"updatedAt":1672},"ios-application-dev","develop iOS applications with SwiftUI and UIKit","iOS application development guide covering UIKit, SnapKit, and SwiftUI. Includes touch targets, safe areas, navigation patterns, Dynamic Type, Dark Mode, accessibility, collection views, common UI components, and SwiftUI design guidelines. For detailed references on specific topics, see the reference files.\nUse when: developing iOS apps, implementing UI, reviewing iOS code, working with UIKit\u002FSnapKit\u002FSwiftUI layouts, building iPhone interfaces, Swift mobile development, Apple HIG compliance, iOS accessibility implementation.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1663,1664,1667,1668,1671],{"name":1519,"slug":1520,"type":16},{"name":1665,"slug":1666,"type":16},"iOS","ios",{"name":1528,"slug":1529,"type":16},{"name":1669,"slug":1670,"type":16},"SwiftUI","swiftui",{"name":1531,"slug":1532,"type":16},"2026-07-13T06:16:55.686092",{"slug":1674,"name":1674,"fn":1675,"description":1676,"org":1677,"tags":1678,"stars":1533,"repoUrl":1534,"updatedAt":1691},"minimax-docx","create and edit DOCX documents","Professional DOCX document creation, editing, and formatting using OpenXML SDK (.NET). Three pipelines: (A) create new documents from scratch, (B) fill\u002Fedit content in existing documents, (C) apply template formatting with XSD validation gate-check. MUST use this skill whenever the user wants to produce, modify, or format a Word document — including when they say \"write a report\", \"draft a proposal\", \"make a contract\", \"fill in this form\", \"reformat to match this template\", or any task whose final output is a .docx file. Even if the user doesn't mention \"docx\" explicitly, if the task implies a printable\u002Fformal document, use this skill.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1679,1682,1685,1688],{"name":1680,"slug":1681,"type":16},"Documents","documents",{"name":1683,"slug":1684,"type":16},"DOCX","docx",{"name":1686,"slug":1687,"type":16},"Office","office",{"name":1689,"slug":1690,"type":16},"Templates","templates","2026-07-13T06:16:40.461868",{"slug":1693,"name":1693,"fn":1694,"description":1695,"org":1696,"tags":1697,"stars":1533,"repoUrl":1534,"updatedAt":1701},"minimax-music-gen","generate music and audio tracks","Use when user wants to generate music, songs, or audio tracks. Triggers on any request involving music creation, song writing, lyrics generation, audio production, or covers. Also triggers when user provides lyrics and wants them turned into a song, or describes a mood\u002Fscene and wants background music. Supports multilingual triggers — match equivalent phrases in any language. Do NOT use for music playback of existing files, music theory questions, or music recommendation without generation.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1698,1699,1700],{"name":1546,"slug":1547,"type":16},{"name":1549,"slug":1550,"type":16},{"name":1654,"slug":1655,"type":16},"2026-07-13T06:16:50.381758",{"slug":1703,"name":1703,"fn":1704,"description":1705,"org":1706,"tags":1707,"stars":1533,"repoUrl":1534,"updatedAt":1711},"minimax-music-playlist","generate personalized music playlists","Generate personalized music playlists by analyzing the user's music taste and generation feedback history. Triggers on any request involving playlist generation, music taste profiling, or personalized music recommendations. Supports multilingual triggers — match equivalent phrases in any language.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1708,1709,1710],{"name":1546,"slug":1547,"type":16},{"name":1549,"slug":1550,"type":16},{"name":1654,"slug":1655,"type":16},"2026-07-13T06:16:57.002997",84,{"items":1714,"total":1813},[1715,1731,1748,1760,1772,1787,1801],{"slug":1716,"name":1716,"fn":1717,"description":1718,"org":1719,"tags":1720,"stars":26,"repoUrl":27,"updatedAt":1730},"article2tasks","convert articles into Dida365 tasks","将技术周报（批量）或单篇文章整理为滴答清单待办事项，自动分类到已有清单并打标签，全程通过 MCP 写入，跨平台无需任何本地脚本。当用户提供周报内容、文章链接，或提及「周报」「文章汇总」「添加到滴答」时，使用此技能。",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1721,1724,1727],{"name":1722,"slug":1723,"type":16},"Content Creation","content-creation",{"name":1725,"slug":1726,"type":16},"MCP","mcp",{"name":1728,"slug":1729,"type":16},"Task Management","task-management","2026-08-18T03:49:38.751656",{"slug":1732,"name":1732,"fn":1733,"description":1734,"org":1735,"tags":1736,"stars":26,"repoUrl":27,"updatedAt":1747},"citation-verify","verify academic citation accuracy","当用户需要核验参考文献真实性、检查 BibTeX 条目是否有误、审查论文引用是否可靠、 排查 bibliography 中的错误条目、验证 DOI 与题录是否对得上、发现参考文献张冠李戴、 做投稿前引用体检或审稿引用抽查时使用。同义场景：参考文献核验、引用核查、 文献真伪鉴别、bib 文件检查、参考文献纠错、引用元数据比对、 \"帮我看看这些参考文献有没有问题\"\"这个 DOI 对得上吗\"\"有没有编造的引用\"。",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1737,1740,1743,1746],{"name":1738,"slug":1739,"type":16},"Code Analysis","code-analysis",{"name":1741,"slug":1742,"type":16},"Documentation","documentation",{"name":1744,"slug":1745,"type":16},"QA","qa",{"name":14,"slug":15,"type":16},"2026-08-21T03:59:17.615117",{"slug":1749,"name":1749,"fn":1750,"description":1751,"org":1752,"tags":1753,"stars":26,"repoUrl":27,"updatedAt":1759},"claim-check","verify research claims against evidence","当需要检查论文草稿中的事实性论断是否有证据支撑、做引用-论断对齐审计、 找出没有出处的陈述、核对文内引用是否真能支撑所在句子时加载使用； 通常由 evidence-loop 或审稿类流程调用，不直接面向用户。同义场景： 论断支撑检查、claim 支撑审计、无支撑断言排查、证据覆盖检查、 引用与论断对齐、\"这段话有没有文献撑\"\"哪些说法没有引用\"。",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1754,1757,1758],{"name":1755,"slug":1756,"type":16},"Audit","audit",{"name":1738,"slug":1739,"type":16},{"name":14,"slug":15,"type":16},"2026-08-21T03:59:02.154691",{"slug":1761,"name":1761,"fn":1762,"description":1763,"org":1764,"tags":1765,"stars":26,"repoUrl":27,"updatedAt":1771},"cn-literature","search and organize Chinese academic literature","当用户需要检索或整理中文文献（CNKI 知网、万方、维普、超星）、把中文数据库 导出的题录文件解析成统一 PaperDocument、或把中文文献与英文检索结果合并去重 时使用。同义场景：中文文献检索、知网导出题录解析、万方检索、Refworks\u002FEndNote 格式转换、\"帮我把这份 CNKI 导出的 txt 整理成文献表\"\"中文核心期刊上关于 X 有哪些研究\"。",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1766,1769,1770],{"name":1767,"slug":1768,"type":16},"Data Cleaning","data-cleaning",{"name":1680,"slug":1681,"type":16},{"name":14,"slug":15,"type":16},"2026-08-21T03:59:12.24404",{"slug":1773,"name":1773,"fn":1774,"description":1775,"org":1776,"tags":1777,"stars":26,"repoUrl":27,"updatedAt":1786},"cold-start-interview","initialize research profiles via interviews","当用户首次使用科研工作台、研究画像仍为空白，或用户主动说\"先做个访谈\"\"重新设置我的研究信息\"\"初始化画像\"\"cold start\"\"重新 interview\"时使用。本技能通过结构化访谈收集用户的研究领域、常用数据源、算力环境、写作语言与目标期刊、引用格式、团队协作规范、伦理合规要求，并把回答以散文形式写回插件根目录 CLAUDE.md 的研究画像部分。支持 quick（2 分钟 5 问）、full（完整 15 问）、--redo（推翻重谈）、--check（只检查画像完整度不提问）四种模式，支持中断后续谈。同义触发场景：新用户引导、首次配置、研究背景调查、填研究档案、更新个人研究信息、check 画像。",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1778,1779,1782,1785],{"name":1741,"slug":1742,"type":16},{"name":1780,"slug":1781,"type":16},"Onboarding","onboarding",{"name":1783,"slug":1784,"type":16},"Productivity","productivity",{"name":14,"slug":15,"type":16},"2026-08-21T03:59:58.579998",{"slug":1788,"name":1788,"fn":1789,"description":1790,"org":1791,"tags":1792,"stars":26,"repoUrl":27,"updatedAt":1800},"customize","customize research guardrails and settings","当用户想修改研究画像或共享守则（guardrails）时使用：换了研究领域、换了目标期刊、换了引用格式、换了算力环境、合规要求变化、想调整某条 guardrail 的严格程度。同义触发场景：改一下画像、更新我的研究信息、修改 CLAUDE.md、调整设置、换引用格式、customize、个性化配置、改规则、重新配置工作台。本技能是画像与守则的唯一维护入口：读取 CLAUDE.md、与用户逐项确认修改点、写回文件、并明确告知哪些 skill 的行为会因此变化。",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1793,1796,1799],{"name":1794,"slug":1795,"type":16},"Best Practices","best-practices",{"name":1797,"slug":1798,"type":16},"Configuration","configuration",{"name":14,"slug":15,"type":16},"2026-08-21T03:59:35.867596",{"slug":1802,"name":1802,"fn":1803,"description":1804,"org":1805,"tags":1806,"stars":26,"repoUrl":27,"updatedAt":1812},"dida365","manage Dida365 tasks and habits","Manage 滴答清单 (Dida365 China) tasks, lists, habits, focus records and countdowns through the official Dida365 MCP server at mcp.dida365.com. Use when the user asks to check, plan, create, update, complete or review tasks and habits on dida365.com, or asks about focus history and countdowns.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1807,1808,1811],{"name":1725,"slug":1726,"type":16},{"name":1809,"slug":1810,"type":16},"Scheduling","scheduling",{"name":1728,"slug":1729,"type":16},"2026-08-18T03:49:37.126385",36]