[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"extension-skill-mongodb-mongodb-mcp-setup-zh-CN":3,"guides-for-mongodb-mongodb-mcp-setup":515,"similar-k17eqx1548qq4twnvaeg3h866d86nqem-zh-CN":516},{"_creationTime":4,"_id":5,"children":6,"community":7,"display":9,"evaluation":15,"identity":240,"isFallback":225,"parentExtension":244,"providers":302,"relations":306,"repo":308,"tags":512,"workflow":513},1778694392532.535,"k17eqx1548qq4twnvaeg3h866d86nqem",[],{"reviewCount":8},0,{"description":10,"installMethods":11,"name":13,"sourceUrl":14},"指导用户配置关键的 MongoDB MCP 服务器选项。当用户已安装 MongoDB MCP 服务器但未配置必需的环境变量，或当他们询问连接到 MongoDB/Atlas 但未设置凭据时，请使用此技能。",{"claudeCode":12},"mongodb/agent-skills","mongodb-mcp-setup","https://github.com/mongodb/agent-skills",{"_creationTime":16,"_id":17,"extensionId":5,"locale":18,"result":19,"trustSignals":223,"workflow":238},1778694392532.5352,"kn79vyerwjwc39vntzsw8gjgrx86mwvf","zh-CN",{"checks":20,"evaluatedAt":192,"extensionSummary":193,"features":194,"nonGoals":200,"promptVersionExtension":204,"promptVersionScoring":205,"purpose":206,"rationale":207,"score":208,"summary":209,"tags":210,"tier":217,"useCases":218},[21,26,29,32,36,39,43,47,50,53,57,61,65,69,72,75,78,81,84,87,91,95,99,103,107,110,114,117,121,124,127,130,133,136,139,143,147,150,153,157,160,163,166,169,173,176,179,182,185,189],{"category":22,"check":23,"severity":24,"summary":25},"Practical Utility","Problem relevance","pass","该描述清楚地指出了配置 MongoDB MCP 服务器选项和凭据的问题，特别是在用户已安装但未配置或需要连接到 MongoDB/Atlas 的帮助时。",{"category":22,"check":27,"severity":24,"summary":28},"Unique selling proposition","该技能提供了一个结构化的分步指南来配置 MongoDB MCP 服务器，根据用户环境和身份验证选项提供量身定制的说明，这超出了基本提示功能。",{"category":22,"check":30,"severity":24,"summary":31},"Production readiness","该技能涵盖了 MongoDB MCP 服务器配置的完整生命周期，包括检测客户端环境、检查现有配置、提供选项、指导凭据设置以及验证设置，使其能够为生产工作流做好准备。",{"category":33,"check":34,"severity":24,"summary":35},"Scope","Single responsibility principle","该技能仅专注于指导用户完成 MongoDB MCP 服务器及其身份验证方法的设置和配置，遵循单一职责原则。",{"category":33,"check":37,"severity":24,"summary":38},"Description quality","显示的描述准确地反映了该技能的用途，即指导用户完成 MongoDB MCP 服务器配置和连接设置。",{"category":40,"check":41,"severity":24,"summary":42},"Invocation","Scoped tools","该技能使用狭窄、特定的命令来进行环境检查和配置步骤，例如 `env | grep` 和 `grep`，而不是单一的通用工具。",{"category":44,"check":45,"severity":24,"summary":46},"Documentation","Configuration & parameter reference","所有配置选项（如 MDB_MCP_CONNECTION_STRING、MDB_MCP_API_CLIENT_ID、MDB_MCP_API_CLIENT_SECRET、MDB_MCP_READ_ONLY 的环境变量）都已记录，并附有关于如何为不同客户端和场景设置它们的清晰说明。",{"category":33,"check":48,"severity":24,"summary":49},"Tool naming","该技能中使用的命令，如 `env | grep`、`grep`、`source` 和 `chmod`，都是标准的 shell 命令，并且其名称能描述其功能。",{"category":33,"check":51,"severity":24,"summary":52},"Minimal I/O surface","该技能使用标准的 shell 命令进行环境检查和配置，仅请求设置所需的必要信息，并且不暴露无关数据。",{"category":54,"check":55,"severity":24,"summary":56},"License","License usability","该扩展在 Apache-2.0 许可下获得许可，并由包含的 LICENSE 文件明确标明，这是一个宽松的开源许可。",{"category":58,"check":59,"severity":24,"summary":60},"Maintenance","Commit recency","最近一次提交是在 2026 年 5 月 11 日，属于最近 90 天内，表明正在积极维护。",{"category":58,"check":62,"severity":63,"summary":64},"Dependency Management","not_applicable","该技能似乎除了标准的 shell 命令外，不使用任何第三方依赖项。",{"category":66,"check":67,"severity":24,"summary":68},"Security","Secret Management","该技能明确表示从不询问或处理凭据，而是指导用户将其添加到 shell 配置文件或客户端配置中，从而防止凭据泄露。",{"category":66,"check":70,"severity":24,"summary":71},"Injection","该技能仅执行标准的 shell 命令来进行环境检查和配置，并且所有指令都打包在存储库中，没有运行时加载不受信任的第三方数据。",{"category":66,"check":73,"severity":24,"summary":74},"Transitive Supply-Chain Grenades","该技能仅依赖于打包的 shell 命令，并且在运行时不获取任何外部内容，从而消除了传递性供应链攻击的风险。",{"category":66,"check":76,"severity":24,"summary":77},"Sandbox Isolation","该技能使用标准 shell 命令，这些命令在用户环境和项目范围内运行，并且没有迹象表明试图修改指定配置区域之外的文件。",{"category":66,"check":79,"severity":24,"summary":80},"Sandbox escape primitives","在技能执行标准 shell 命令时，未发现分离进程的生成或拒绝重试循环。",{"category":66,"check":82,"severity":24,"summary":83},"Data Exfiltration","该技能不会将任何用户数据或凭据发送给第三方；它仅指导用户设置本地环境变量。",{"category":66,"check":85,"severity":24,"summary":86},"Hidden Text Tricks","打包的内容不包含隐藏的操纵技巧，并且描述是干净的可打印 ASCII。",{"category":88,"check":89,"severity":24,"summary":90},"Hooks","Opaque code execution","该技能的执行依赖于纯粹、可读的 shell 脚本和命令，没有像 base64 编码或运行时获取这样的混淆技术。",{"category":92,"check":93,"severity":24,"summary":94},"Portability","Structural Assumption","该技能使用相对路径和标准环境变量约定，并明确提到了不同操作系统的配置文件路径，避免了僵化的结构假设。",{"category":96,"check":97,"severity":24,"summary":98},"Trust","Issues Attention","过去 90 天内没有打开和关闭的 issue，这表明没有活跃的 issue 或项目非常新/稳定。",{"category":100,"check":101,"severity":24,"summary":102},"Versioning","Release Management","存储库使用有意义的提交哈希 (HEAD) 并且 `pushedAt` 日期表明最近有活动，尽管正面文字或标签中没有明确声明像 semver 这样的正式版本方案。",{"category":104,"check":105,"severity":24,"summary":106},"Execution","Validation","该技能依赖于标准的 shell 命令验证和用户输入指导，无需为复杂参数进行显式模式验证。",{"category":66,"check":108,"severity":24,"summary":109},"Unguarded Destructive Operations","该技能仅用于配置，不执行任何破坏性操作。",{"category":111,"check":112,"severity":24,"summary":113},"Code Execution","Error Handling","该技能使用标准的 shell 命令，这些命令在失败时提供非零退出码，并且脚本提供了清晰的故障排除说明。",{"category":111,"check":115,"severity":63,"summary":116},"Logging","该技能主要是交互式的，不执行需要持久审计日志的操作。",{"category":118,"check":119,"severity":24,"summary":120},"Compliance","GDPR","该技能不处理个人数据；它指导用户配置环境变量，这些环境变量本身不包含个人数据，除非用户手动输入。",{"category":118,"check":122,"severity":24,"summary":123},"Target market","该技能具有全球适用性，因为它指导环境变量的配置，并为不同操作系统和客户端提供说明，没有区域限制。",{"category":92,"check":125,"severity":24,"summary":126},"Runtime stability","该技能使用标准的 POSIX shell 命令，并为不同操作系统（macOS/Linux 和 Windows）和 shell（bash、fish、PowerShell）提供说明，确保广泛的兼容性。",{"category":44,"check":128,"severity":24,"summary":129},"README","存在 README 文件，清楚地说明了 MongoDB Agent Skills 集合的用途，并提供了各种平台的安装说明。",{"category":33,"check":131,"severity":63,"summary":132},"Tool surface size","这是一个单一工具技能，专注于配置，而不是一个具有多个暴露工具的扩展。",{"category":40,"check":134,"severity":24,"summary":135},"Overlapping near-synonym tools","该技能使用标准、不同的 shell 命令进行操作，没有重叠或近义的工具。",{"category":44,"check":137,"severity":24,"summary":138},"Phantom features","所有宣传的功能，如指导通过连接字符串或服务账户设置，都在技能的说明和命令使用中有相应的实现。",{"category":140,"check":141,"severity":24,"summary":142},"Install","Installation instruction","README 提供了各种平台（Claude、Cursor、Codex、Gemini、Copilot CLI、Vercel、本地）的全面安装说明，并提到了 `mongodb-mcp-setup` 技能用于配置。",{"category":144,"check":145,"severity":24,"summary":146},"Errors","Actionable error 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Use this skill when a user has the MongoDB MCP server installed but hasn't configured the required environment variables, or when they ask about connecting to MongoDB/Atlas and don't have the credentials set up.",{"claudeCode":12},"SKILL.md frontmatter at skills/mongodb-mcp-setup/SKILL.md",[398],{"path":370,"priority":322},{"basePath":400,"description":401,"displayName":402,"installMethods":403,"rationale":404,"selectedPaths":405,"source":323,"sourceLanguage":253,"type":243},"skills/mongodb-natural-language-querying","Generate read-only MongoDB queries (find) or aggregation pipelines using natural language, with collection schema context and sample documents. Use this skill whenever the user asks to write, create, or generate MongoDB queries, wants to filter/query/aggregate data in MongoDB, asks \"how do I query...\", needs help with query syntax, or discusses finding/filtering/grouping MongoDB documents. Also use for translating SQL-like requests to MongoDB syntax. Does NOT handle Atlas Search ($search operator), vector/semantic search ($vectorSearch operator), fuzzy matching, autocomplete indexes, or relevance scoring - use search-and-ai for those. Does NOT analyze or optimize existing queries - use mongodb-query-optimizer for that. Does NOT handle aggregation pipelines that involve write operations. Requires MongoDB MCP server.","mongodb-natural-language-querying",{"claudeCode":12},"SKILL.md frontmatter at skills/mongodb-natural-language-querying/SKILL.md",[406],{"path":370,"priority":322},{"basePath":408,"description":409,"displayName":410,"installMethods":411,"rationale":412,"selectedPaths":413,"source":323,"sourceLanguage":253,"type":243},"skills/mongodb-query-optimizer","Help with MongoDB query optimization and indexing. Use only when the user asks for optimization or performance: \"How do I optimize this query?\", \"How do I index this?\", \"Why is this query slow?\", \"Can you fix my slow queries?\", \"What are the slow queries on my cluster?\", etc. Do not invoke for general MongoDB query writing unless user asks for performance or index help. Prefer indexing as optimization strategy. Use MongoDB MCP when available.","mongodb-query-optimizer",{"claudeCode":12},"SKILL.md frontmatter at skills/mongodb-query-optimizer/SKILL.md",[414,415,417,419,421],{"path":370,"priority":322},{"path":416,"priority":345},"references/aggregation-optimization.md",{"path":418,"priority":345},"references/antipattern-examples.md",{"path":420,"priority":345},"references/core-indexing-principles.md",{"path":422,"priority":345},"references/update-query-examples.md",{"basePath":424,"description":425,"displayName":426,"installMethods":427,"rationale":428,"selectedPaths":429,"source":323,"sourceLanguage":253,"type":243},"skills/mongodb-schema-design","MongoDB schema design patterns and anti-patterns. Use when designing data models, reviewing schemas, migrating from SQL, or troubleshooting performance issues caused by schema problems. Triggers on \"design schema\", \"embed vs reference\", \"MongoDB data model\", \"schema review\", \"unbounded arrays\", \"one-to-many\", \"tree structure\", \"16MB limit\", \"schema validation\", \"JSON Schema\", \"time series\", \"schema migration\", \"polymorphic\", \"TTL\", \"data lifecycle\", \"archive\", \"index explosion\", \"unnecessary indexes\", \"approximation pattern\", \"document versioning\".","mongodb-schema-design",{"claudeCode":12},"SKILL.md frontmatter at skills/mongodb-schema-design/SKILL.md",[430,431,433,435,437,439,441,443,445,447,449,451,453,455,457,459,461,463,465],{"path":370,"priority":322},{"path":432,"priority":345},"references/antipattern-excessive-lookups.md",{"path":434,"priority":345},"references/antipattern-unnecessary-collections.md",{"path":436,"priority":345},"references/antipattern-unnecessary-indexes.md",{"path":438,"priority":345},"references/fundamental-document-model.md",{"path":440,"priority":345},"references/fundamental-document-size.md",{"path":442,"priority":345},"references/fundamental-embed-vs-reference.md",{"path":444,"priority":345},"references/fundamental-schema-validation.md",{"path":446,"priority":345},"references/pattern-approximation.md",{"path":448,"priority":345},"references/pattern-archive.md",{"path":450,"priority":345},"references/pattern-attribute.md",{"path":452,"priority":345},"references/pattern-bucket.md",{"path":454,"priority":345},"references/pattern-computed.md",{"path":456,"priority":345},"references/pattern-document-versioning.md",{"path":458,"priority":345},"references/pattern-extended-reference.md",{"path":460,"priority":345},"references/pattern-outlier.md",{"path":462,"priority":345},"references/pattern-polymorphic.md",{"path":464,"priority":345},"references/pattern-schema-versioning.md",{"path":466,"priority":345},"references/pattern-time-series-collections.md",{"basePath":468,"description":469,"displayName":470,"installMethods":471,"rationale":472,"selectedPaths":473,"source":323,"sourceLanguage":253,"type":243},"skills/mongodb-search-and-ai","Guides MongoDB users through implementing and optimizing Atlas Search (full-text), Vector Search (semantic), and Hybrid Search solutions. Use this skill when users need to build search functionality for text-based queries (autocomplete, fuzzy matching, faceted search), semantic similarity (embeddings, RAG applications), or combined approaches. Also use when users need text containment, substring matching ('contains', 'includes', 'appears in'), case-insensitive or multi-field text search, or filtering across many fields with variable combinations. Provides workflows for selecting the right search type, creating indexes, constructing queries, and optimizing performance using the MongoDB MCP server.\n","mongodb-search-and-ai",{"claudeCode":12},"SKILL.md frontmatter at skills/mongodb-search-and-ai/SKILL.md",[474,475,477,479,481],{"path":370,"priority":322},{"path":476,"priority":345},"references/hybrid-search.md",{"path":478,"priority":345},"references/lexical-search-indexing.md",{"path":480,"priority":345},"references/lexical-search-querying.md",{"path":482,"priority":345},"references/vector-search.md",{"basePath":484,"description":485,"displayName":486,"installMethods":487,"rationale":488,"selectedPaths":489,"source":323,"sourceLanguage":253,"type":243},"tools/review-skill","Review a proposed Agent Skill for structural validity and content quality before publishing. Runs the skill-validator CLI to check for structural issues, scores the skill with an LLM judge, and interprets results to advise SMEs on what to address. Use when a user wants to review, validate, or quality-check an Agent Skill.","review-skill",{"claudeCode":12},"SKILL.md frontmatter at tools/review-skill/SKILL.md",[490,491,494,496],{"path":370,"priority":322},{"path":492,"priority":493},"assets/report.md","low",{"path":495,"priority":345},"references/install-skill-validator.md",{"path":497,"priority":345},"references/llm-scoring.md",{"sources":499},[500],"manual",{"closedIssues90d":8,"description":260,"forks":231,"license":235,"openIssues90d":8,"pushedAt":232,"readmeSize":229,"stars":233,"topics":502},[503,504,505,506,212,507],"agent","claude","cursor","gemini-cli-extension","skills",{"classifiedAt":509,"discoverAt":510,"extractAt":511,"githubAt":511,"updatedAt":509},1778694148853,1778694144419,1778694146756,[215,216,213,212,211,214],{"evaluatedAt":514,"extractAt":285,"updatedAt":239},1778694262565,[],[517,542,561,589,611,636],{"_creationTime":518,"_id":519,"community":520,"display":521,"identity":526,"providers":530,"relations":535,"tags":538,"workflow":539},1778699234184.6174,"k174zww66m804nhr89ttra7r6d86nwyg",{"reviewCount":8},{"description":522,"installMethods":523,"name":214,"sourceUrl":525},"Use first for install/update routing — sends setup, doctor, or MCP requests to the correct OMC setup flow",{"claudeCode":524},"Yeachan-Heo/oh-my-claudecode","https://github.com/Yeachan-Heo/oh-my-claudecode",{"basePath":527,"githubOwner":528,"githubRepo":529,"locale":253,"slug":214,"type":243},"skills/setup","Yeachan-Heo","oh-my-claudecode",{"evaluate":531,"extract":534},{"promptVersionExtension":204,"promptVersionScoring":205,"score":208,"tags":532,"targetMarket":272,"tier":217},[214,533,213,216,212],"routing",{"commitSha":275},{"parentExtensionId":536,"repoId":537},"k17brg5egdw1jbncj1j4wfv3fh86n639","kd74zv63fryf9prygtq7gf4es986n22y",[216,213,212,533,214],{"evaluatedAt":540,"extractAt":541,"updatedAt":540},1778699724286,1778699234184,{"_creationTime":543,"_id":544,"community":545,"display":546,"identity":550,"providers":552,"relations":557,"tags":558,"workflow":559},1778699234184.6143,"k17cnx0m6a27fw52yvt4zsbsxh86nd1c",{"reviewCount":8},{"description":547,"installMethods":548,"name":549,"sourceUrl":525},"Configure popular MCP servers for enhanced agent capabilities",{"claudeCode":524},"mcp-setup",{"basePath":551,"githubOwner":528,"githubRepo":529,"locale":253,"slug":549,"type":243},"skills/mcp-setup",{"evaluate":553,"extract":556},{"promptVersionExtension":204,"promptVersionScoring":205,"score":208,"tags":554,"targetMarket":272,"tier":217},[212,213,216,503,555],"tooling",{"commitSha":275},{"parentExtensionId":536,"repoId":537},[503,216,213,212,555],{"evaluatedAt":560,"extractAt":541,"updatedAt":560},1778699492025,{"_creationTime":562,"_id":563,"community":564,"display":565,"identity":571,"providers":575,"relations":581,"tags":584,"workflow":585},1778698454749.9724,"k17ctzbhqrj1z8gtg9f488de0n86m468",{"reviewCount":8},{"description":566,"installMethods":567,"name":569,"sourceUrl":570},"使用 ctx7 CLI 获取库文档、管理 AI 编码技能并配置 Context7 MCP。当用户提及“ctx7”或“context7”时，需要任何库的当前文档、希望安装/搜索/生成技能，或需要为 AI 编码代理设置 Context7 时激活。",{"claudeCode":568},"upstash/context7","context7-cli","https://github.com/upstash/context7",{"basePath":572,"githubOwner":573,"githubRepo":574,"locale":18,"slug":569,"type":243},"skills/context7-cli","upstash","context7",{"evaluate":576,"extract":580},{"promptVersionExtension":204,"promptVersionScoring":205,"score":208,"tags":577,"targetMarket":272,"tier":217},[578,216,212,507,579],"documentation","ai-coding",{"commitSha":275},{"repoId":582,"translatedFrom":583},"kd7955sg5wbf89gw527wdep66n86na9w","k178nbspva8aqvepzvfe6c0fxs86nmzt",[579,216,578,212,507],{"evaluatedAt":586,"extractAt":587,"updatedAt":588},1778698320637,1778698235845,1778698454750,{"_creationTime":590,"_id":591,"community":592,"display":593,"identity":597,"providers":598,"relations":605,"tags":607,"workflow":608},1778694375752.5935,"k176q0fcrs34d0qgcw5zcfr7e186mppv",{"reviewCount":8},{"description":594,"installMethods":595,"name":596,"sourceUrl":14},"为任何支持的驱动程序语言优化 MongoDB 客户端连接配置（池、超时、模式）。在处理/更新/审查实例化或配置 MongoDB 客户端（例如，调用 `connect()` 时）、配置连接池、对连接错误（ECONNREFUSED、超时、池耗尽）进行故障排除、优化与连接相关的性能问题时，请使用此技能。这包括构建具有 MongoDB 的无服务器函数、创建使用 MongoDB 的 API 端点、优化高流量 MongoDB 应用程序、创建长期运行任务和并发性，或调试与连接相关的失败等场景。",{"claudeCode":12},"MongoDB Connection Optimizer",{"basePath":384,"githubOwner":211,"githubRepo":242,"locale":18,"slug":386,"type":243},{"evaluate":599,"extract":604},{"promptVersionExtension":204,"promptVersionScoring":205,"score":208,"tags":600,"targetMarket":272,"tier":217},[211,270,601,602,603,213],"connection","performance","optimization",{"commitSha":275,"license":235},{"parentExtensionId":246,"repoId":281,"translatedFrom":606},"k175wmq2n17n23xzphj2zzt3qs86n3xd",[213,601,270,211,603,602],{"evaluatedAt":609,"extractAt":285,"updatedAt":610},1778694243014,1778694375752,{"_creationTime":612,"_id":613,"community":614,"display":615,"identity":621,"providers":624,"relations":630,"tags":632,"workflow":633},1778687183932.1943,"k1728svzyq5wfc93gjyntemgnh86m6d9",{"reviewCount":8},{"description":616,"installMethods":617,"name":619,"sourceUrl":620},"Set up gbrain for this coding agent: install the CLI, initialize a\nlocal PGLite or Supabase brain, register MCP, capture per-remote trust\npolicy. One command from zero to \"gbrain is running, and this agent\ncan call it.\" Use when: \"setup gbrain\", \"connect gbrain\", \"start\ngbrain\", \"install gbrain\", \"configure gbrain for this machine\". (gstack)\n",{"claudeCode":618},"garrytan/gstack","setup-gbrain","https://github.com/garrytan/gstack",{"basePath":619,"githubOwner":622,"githubRepo":623,"locale":253,"slug":619,"type":243},"garrytan","gstack",{"evaluate":625,"extract":629},{"promptVersionExtension":204,"promptVersionScoring":205,"score":208,"tags":626,"targetMarket":272,"tier":217},[627,214,213,628,216,212],"gbrain","ai-agent",{"commitSha":275},{"repoId":631},"kd73s35xh97m9mmc5nz3pb1f3n86m0an",[628,216,213,627,212,214],{"evaluatedAt":634,"extractAt":635,"updatedAt":634},1778688428238,1778687183932,{"_creationTime":637,"_id":638,"community":639,"display":640,"identity":646,"providers":651,"relations":658,"tags":662,"workflow":663},1778699611234.2175,"k17ea488ga99v5nwyye2ne7wp586ngz3",{"reviewCount":8},{"description":641,"installMethods":642,"name":644,"sourceUrl":645},"设置 Zapier MCP 并为您的 AI 助手添加工具。介绍 Zapier 的功能，引导完成身份验证，检测您的服务器模式，然后分支到正确的流程 — 总结健康设置，重新连接已损坏的身份验证，首次安装的入职流程，或在服务器缺失时的配置帮助。在入门、排查连接问题、添加新工具时，或当用户询问“我现在能做什么”、“我能用 Zapier 做些什么”、“展示 Zapier 插件的工作原理”、“什么是 Zapier MCP”、“Zapier 如何工作”或“谈谈 Zapier”时使用。",{"claudeCode":643},"zapier/zapier-mcp","Zapier 设置","https://github.com/zapier/zapier-mcp",{"basePath":647,"githubOwner":648,"githubRepo":649,"locale":18,"slug":650,"type":243},"plugins/zapier/skills/zapier-setup","zapier","zapier-mcp","zapier-setup",{"evaluate":652,"extract":657},{"promptVersionExtension":204,"promptVersionScoring":205,"score":653,"tags":654,"targetMarket":272,"tier":217},99,[648,212,655,214,215,656],"integration","automation",{"commitSha":275,"license":235},{"parentExtensionId":659,"repoId":660,"translatedFrom":661},"k170hhqj0rh7s07z1f86fh594586mmxw","kd72mhnpsgxe81n8vxnr1tdje186mdjt","k1716ts08smjg12r4p2b21kf0x86mhv8",[215,656,655,212,214,648],{"evaluatedAt":664,"extractAt":665,"updatedAt":666},1778699559593,1778699497437,1778699611234]