[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"extension-plugin-mongodb-agent-skills-en":3,"guides-for-mongodb-agent-skills":642,"similar-k170hje3xzpy2mbkn00agzm38x86mkbz-en":643},{"_creationTime":4,"_id":5,"children":6,"community":185,"display":186,"evaluation":189,"identity":416,"isFallback":401,"parentExtension":419,"providers":447,"relations":453,"repo":454,"tags":639,"workflow":640},1778694149049.3462,"k170hje3xzpy2mbkn00agzm38x86mkbz",[7,47,73,96,119,140,162],{"_creationTime":8,"_id":9,"community":10,"display":12,"identity":18,"providers":25,"relations":40,"tags":42,"workflow":43},1778694149049.3464,"k172vj2m4hv3ddqwbpnhw0r3m586me7n",{"reviewCount":11},0,{"description":13,"installMethods":14,"name":16,"sourceUrl":17},"Manages MongoDB Atlas Stream Processing (ASP) workflows. Handles workspace provisioning, data source/sink connections, processor lifecycle operations, debugging diagnostics, and tier sizing. Supports Kafka, Atlas clusters, S3, HTTPS, and Lambda integrations for streaming data workloads and event processing. NOT for general MongoDB queries or Atlas cluster management. Requires MongoDB MCP Server with Atlas API credentials.",{"claudeCode":15},"mongodb/agent-skills","MongoDB Atlas Stream Processing","https://github.com/mongodb/agent-skills",{"basePath":19,"githubOwner":20,"githubRepo":21,"locale":22,"slug":23,"type":24},"skills/atlas-stream-processing","mongodb","agent-skills","en","atlas-stream-processing","skill",{"evaluate":26,"extract":37},{"promptVersionExtension":27,"promptVersionScoring":28,"score":29,"tags":30,"targetMarket":35,"tier":36},"3.0.0","4.4.0",98,[20,31,32,33,34],"atlas","streaming","data-pipelines","workflow-automation","global","verified",{"commitSha":38,"license":39},"HEAD","Apache-2.0",{"parentExtensionId":5,"repoId":41},"kd74vahs1zbjqzqbert490xyrd86nfv5",[31,33,20,32,34],{"evaluatedAt":44,"extractAt":45,"updatedAt":46},1778694226310,1778694149049,1778694461678,{"_creationTime":48,"_id":49,"community":50,"display":51,"identity":55,"providers":58,"relations":68,"tags":69,"workflow":70},1778694149049.3467,"k175wmq2n17n23xzphj2zzt3qs86n3xd",{"reviewCount":11},{"description":52,"installMethods":53,"name":54,"sourceUrl":17},"Optimize MongoDB client connection configuration (pools, timeouts, patterns) for any supported driver language. Use this skill when working/updating/reviewing on functions that instantiate or configure a MongoDB client (eg, when calling `connect()`), configuring connection pools, troubleshooting connection errors (ECONNREFUSED, timeouts, pool exhaustion), optimizing performance issues related to connections. This includes scenarios like building serverless functions with MongoDB, creating API endpoints that use MongoDB, optimizing high-traffic MongoDB applications, creating long-running tasks and concurrency, or debugging connection-related failures.",{"claudeCode":15},"MongoDB Connection Optimizer",{"basePath":56,"githubOwner":20,"githubRepo":21,"locale":22,"slug":57,"type":24},"skills/mongodb-connection","mongodb-connection",{"evaluate":59,"extract":67},{"promptVersionExtension":27,"promptVersionScoring":28,"score":60,"tags":61,"targetMarket":35,"tier":36},100,[20,62,63,64,65,66],"database","connection","performance","optimization","configuration",{"commitSha":38,"license":39},{"parentExtensionId":5,"repoId":41},[66,63,62,20,65,64],{"evaluatedAt":71,"extractAt":45,"updatedAt":72},1778694243014,1778694461446,{"_creationTime":74,"_id":75,"community":76,"display":77,"identity":81,"providers":83,"relations":91,"tags":92,"workflow":93},1778694149049.347,"k1798fc1hmtx3bmdgwyn3fet2d86mzt5",{"reviewCount":11},{"description":78,"installMethods":79,"name":80,"sourceUrl":17},"Guide users through configuring key MongoDB MCP server options. 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":15},"mongodb-mcp-setup",{"basePath":82,"githubOwner":20,"githubRepo":21,"locale":22,"slug":80,"type":24},"skills/mongodb-mcp-setup",{"evaluate":84,"extract":90},{"promptVersionExtension":27,"promptVersionScoring":28,"score":60,"tags":85,"targetMarket":35,"tier":36},[20,86,66,87,88,89],"mcp","setup","authentication","cli",{"commitSha":38},{"parentExtensionId":5,"repoId":41},[88,89,66,86,20,87],{"evaluatedAt":94,"extractAt":45,"updatedAt":95},1778694262565,1778694462010,{"_creationTime":97,"_id":98,"community":99,"display":100,"identity":104,"providers":106,"relations":114,"tags":115,"workflow":116},1778694149049.3472,"k1744sp92rz5y47qpeam6h30bh86mnmf",{"reviewCount":11},{"description":101,"installMethods":102,"name":103,"sourceUrl":17},"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.",{"claudeCode":15},"mongodb-natural-language-querying",{"basePath":105,"githubOwner":20,"githubRepo":21,"locale":22,"slug":103,"type":24},"skills/mongodb-natural-language-querying",{"evaluate":107,"extract":113},{"promptVersionExtension":27,"promptVersionScoring":28,"score":108,"tags":109,"targetMarket":35,"tier":36},99,[20,110,111,112,62],"query-generation","aggregation-pipeline","natural-language",{"commitSha":38},{"parentExtensionId":5,"repoId":41},[111,62,20,112,110],{"evaluatedAt":117,"extractAt":45,"updatedAt":118},1778694275726,1778694461844,{"_creationTime":120,"_id":121,"community":122,"display":123,"identity":127,"providers":129,"relations":135,"tags":136,"workflow":137},1778694149049.3474,"k174ycv084h7yf3jtsjkctagah86n469",{"reviewCount":11},{"description":124,"installMethods":125,"name":126,"sourceUrl":17},"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.",{"claudeCode":15},"mongodb-query-optimizer",{"basePath":128,"githubOwner":20,"githubRepo":21,"locale":22,"slug":126,"type":24},"skills/mongodb-query-optimizer",{"evaluate":130,"extract":134},{"promptVersionExtension":27,"promptVersionScoring":28,"score":108,"tags":131,"targetMarket":35,"tier":36},[20,62,65,64,132,133],"indexing","query-tuning",{"commitSha":38},{"parentExtensionId":5,"repoId":41},[62,132,20,65,64,133],{"evaluatedAt":138,"extractAt":45,"updatedAt":139},1778694289368,1778694462176,{"_creationTime":141,"_id":142,"community":143,"display":144,"identity":148,"providers":151,"relations":157,"tags":158,"workflow":159},1778694149049.3477,"k171y6301dax4f21vw91xtyk6986nsan",{"reviewCount":11},{"description":145,"installMethods":146,"name":147,"sourceUrl":17},"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\".",{"claudeCode":15},"MongoDB Schema Design",{"basePath":149,"githubOwner":20,"githubRepo":21,"locale":22,"slug":150,"type":24},"skills/mongodb-schema-design","mongodb-schema-design",{"evaluate":152,"extract":156},{"promptVersionExtension":27,"promptVersionScoring":28,"score":108,"tags":153,"targetMarket":35,"tier":36},[20,154,62,155,64],"schema","data-modeling",{"commitSha":38,"license":39},{"parentExtensionId":5,"repoId":41},[155,62,20,64,154],{"evaluatedAt":160,"extractAt":45,"updatedAt":161},1778694306222,1778694462448,{"_creationTime":163,"_id":164,"community":165,"display":166,"identity":170,"providers":172,"relations":180,"tags":181,"workflow":182},1778694149049.348,"k17b18bc1pkwm6r3xttpqzefj586ms2r",{"reviewCount":11},{"description":167,"installMethods":168,"name":169,"sourceUrl":17},"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",{"claudeCode":15},"mongodb-search-and-ai",{"basePath":171,"githubOwner":20,"githubRepo":21,"locale":22,"slug":169,"type":24},"skills/mongodb-search-and-ai",{"evaluate":173,"extract":179},{"promptVersionExtension":27,"promptVersionScoring":28,"score":60,"tags":174,"targetMarket":35,"tier":36},[20,175,176,177,62,178],"atlas-search","vector-search","hybrid-search","search",{"commitSha":38},{"parentExtensionId":5,"repoId":41},[175,62,177,20,178,176],{"evaluatedAt":183,"extractAt":45,"updatedAt":184},1778694322274,1778694462613,{"reviewCount":11},{"description":187,"installMethods":188,"name":20,"sourceUrl":17},"Official Claude plugin for MongoDB (MCP Server + Skills). Connect to databases, explore data, manage collections, optimize queries, generate reliable code, implement best practices, develop advanced features, and more.",{"claudeCode":20},{"_creationTime":190,"_id":191,"extensionId":5,"locale":22,"result":192,"trustSignals":399,"workflow":414},1778694205322.5938,"kn76m2gr4esnpyefdpv4hn198186mmkq",{"checks":193,"evaluatedAt":376,"extensionSummary":377,"features":378,"nonGoals":384,"promptVersionExtension":27,"promptVersionScoring":28,"purpose":389,"rationale":390,"score":60,"summary":391,"tags":392,"targetMarket":35,"tier":36,"useCases":394},[194,199,202,205,209,212,216,220,223,226,230,234,238,242,245,248,251,254,257,260,264,268,272,276,280,283,286,289,293,296,299,302,305,308,311,315,319,323,326,330,333,336,339,342,344,347,350,353,355,358,362,365,368,372],{"category":195,"check":196,"severity":197,"summary":198},"Practical Utility","Problem relevance","pass","The description clearly identifies the problem of managing MongoDB Atlas Stream Processing (ASP) workflows and their associated components.",{"category":195,"check":200,"severity":197,"summary":201},"Unique selling proposition","The skill offers a focused set of tools for managing a specific, complex MongoDB feature (Atlas Stream Processing) beyond what a general-purpose database tool could provide.",{"category":195,"check":203,"severity":197,"summary":204},"Production readiness","The skill covers the full lifecycle of ASP workflows, from discovery and building to management and teardown, with detailed safety checks and workflows for troubleshooting.",{"category":206,"check":207,"severity":197,"summary":208},"Scope","Single responsibility principle","The skill is narrowly focused on MongoDB Atlas Stream Processing (ASP) workflows and does not extend into unrelated domains.",{"category":206,"check":210,"severity":197,"summary":211},"Description quality","The description is accurate, concise, and reflects the skill's capabilities, including its focus on ASP workflows and specific integrations.",{"category":213,"check":214,"severity":197,"summary":215},"Invocation","Scoped tools","All tools provided by the skill are narrowly scoped verb-noun specialists for ASP management, such as `atlas-streams-discover` and `atlas-streams-build`.",{"category":217,"check":218,"severity":197,"summary":219},"Documentation","Configuration & parameter reference","The documentation details all parameters for build and manage actions, including resource-specific fields, safety checks, and region naming conventions.",{"category":206,"check":221,"severity":197,"summary":222},"Tool naming","Tool names like `atlas-streams-discover`, `atlas-streams-build`, `atlas-streams-manage`, and `atlas-streams-teardown` are descriptive and specific to the domain.",{"category":206,"check":224,"severity":197,"summary":225},"Minimal I/O surface","Tool parameters are clearly defined for specific resources (workspace, connection, processor) and the response formats are documented.",{"category":227,"check":228,"severity":197,"summary":229},"License","License usability","The plugin is licensed under Apache-2.0, a permissive open-source license, and the license is clearly indicated in the plugin.json.",{"category":231,"check":232,"severity":197,"summary":233},"Maintenance","Commit recency","The repository has recent commits, indicating active maintenance.",{"category":231,"check":235,"severity":236,"summary":237},"Dependency Management","not_applicable","The extension does not appear to have third-party dependencies that require explicit management beyond the core MongoDB MCP Server.",{"category":239,"check":240,"severity":197,"summary":241},"Security","Secret Management","The skill correctly directs users to configure sensitive credentials via the MongoDB MCP Server's documented configuration methods, rather than handling them directly.",{"category":239,"check":243,"severity":197,"summary":244},"Injection","The skill focuses on structured tool calls and references external documentation for guidance, without loading or executing arbitrary external content as instructions.",{"category":239,"check":246,"severity":197,"summary":247},"Transitive Supply-Chain Grenades","The skill relies on the established MCP server and its tools, with no evidence of runtime fetching of code or data that bypasses the bundle.",{"category":239,"check":249,"severity":197,"summary":250},"Sandbox Isolation","The skill uses MCP server tools which operate within their defined scope, and there's no indication of operations outside the intended project folders.",{"category":239,"check":252,"severity":197,"summary":253},"Sandbox escape primitives","The skill's logic is based on structured MCP tool calls, not shell scripts, eliminating the risk of detached processes or deny-retry loops.",{"category":239,"check":255,"severity":197,"summary":256},"Data Exfiltration","The skill does not contain any instructions for reading or submitting confidential data to third parties; all data handling is through the MCP server's managed tools.",{"category":239,"check":258,"severity":197,"summary":259},"Hidden Text Tricks","The bundled content and documentation are free of hidden steering tricks, control characters, or invisible Unicode tags.",{"category":261,"check":262,"severity":197,"summary":263},"Hooks","Opaque code execution","The skill's logic is implemented via direct calls to documented MCP server tools, with no obfuscated or dynamically fetched code.",{"category":265,"check":266,"severity":197,"summary":267},"Portability","Structural Assumption","The skill relies on the MCP server and its tools, making no assumptions about user project file layouts beyond the expected MCP server integration.",{"category":269,"check":270,"severity":197,"summary":271},"Trust","Issues Attention","There are no open issues in the last 90 days, indicating excellent maintainer engagement.",{"category":273,"check":274,"severity":197,"summary":275},"Versioning","Release Management","The plugin has a clearly defined version (1.1.0) in the `plugin.json` manifest.",{"category":277,"check":278,"severity":197,"summary":279},"Code Execution","Validation","The skill relies on the structured input and validation handled by the underlying MCP server tools.",{"category":239,"check":281,"severity":197,"summary":282},"Unguarded Destructive Operations","Destructive operations like deletion require explicit user confirmation and are guarded by safety checks as detailed in the documentation.",{"category":277,"check":284,"severity":197,"summary":285},"Error Handling","The skill leverages the MCP server's error handling, and the documentation clearly outlines how to interpret and debug errors related to ASP.",{"category":277,"check":287,"severity":197,"summary":288},"Logging","The skill's actions are logged through the MCP server's operations and the user can review diagnostics, aligning with audit log principles.",{"category":290,"check":291,"severity":197,"summary":292},"Compliance","GDPR","The skill operates on configuration and management of cloud resources, not personal data, and relies on the MCP server for secure credential handling.",{"category":290,"check":294,"severity":197,"summary":295},"Target market","The skill is globally applicable as it manages MongoDB Atlas resources, with no regional restrictions specified.",{"category":265,"check":297,"severity":197,"summary":298},"Runtime stability","The skill's functionality is dependent on the MongoDB MCP server, which is designed for cross-platform compatibility.",{"category":217,"check":300,"severity":197,"summary":301},"README","The README provides clear installation instructions for various clients and an overview of the skill's purpose and capabilities.",{"category":206,"check":303,"severity":197,"summary":304},"Tool surface size","The skill exposes four core tools (`atlas-streams-discover`, `build`, `manage`, `teardown`), which is within the target range.",{"category":213,"check":306,"severity":197,"summary":307},"Overlapping near-synonym tools","The tools are distinct and cover specific aspects of the ASP lifecycle (discover, build, manage, teardown) without overlap.",{"category":217,"check":309,"severity":197,"summary":310},"Phantom features","All advertised capabilities are directly mapped to the provided MCP tools and detailed in the documentation.",{"category":312,"check":313,"severity":197,"summary":314},"Install","Installation instruction","Detailed installation instructions are provided for multiple clients (Claude, Cursor, Codex, Gemini, Copilot CLI, Vercel, local repo) with copy-paste examples.",{"category":316,"check":317,"severity":197,"summary":318},"Errors","Actionable error messages","The documentation outlines expected error messages for various scenarios and provides diagnostic steps and troubleshooting guidance.",{"category":320,"check":321,"severity":236,"summary":322},"Execution","Pinned dependencies","The skill relies on the MongoDB MCP server, and dependency pinning is managed by that component.",{"category":206,"check":324,"severity":197,"summary":325},"Dry-run preview","While a direct dry-run flag isn't present for all MCP tools, the skill emphasizes user confirmation and provides detailed explanations of actions before execution, particularly for destructive operations.",{"category":327,"check":328,"severity":197,"summary":329},"Protocol","Idempotent retry & timeouts","The skill leverages the MCP server's tools, which are expected to handle operations with appropriate timeouts and idempotency where applicable.",{"category":290,"check":331,"severity":197,"summary":332},"Telemetry opt-in","The skill itself does not emit telemetry; telemetry would be handled by the agent or MCP server, following their respective opt-in/out mechanisms.",{"category":213,"check":334,"severity":197,"summary":335},"Name collisions","The bundled skill (`mongodb-atlas-stream-processing`) has a distinct name and scope, avoiding collisions with other skills or MCPs.",{"category":213,"check":337,"severity":236,"summary":338},"Hooks-off mechanism","This extension does not utilize hooks that would require a hooks-off mechanism.",{"category":213,"check":340,"severity":236,"summary":341},"Hook matcher tightness","This extension does not utilize hooks.",{"category":239,"check":343,"severity":236,"summary":341},"Hook security",{"category":261,"check":345,"severity":236,"summary":346},"Silent prompt rewriting","This extension does not utilize hooks that would rewrite prompts.",{"category":239,"check":348,"severity":236,"summary":349},"Permission Hook","This extension does not utilize PermissionRequest hooks.",{"category":290,"check":351,"severity":236,"summary":352},"Hook privacy","This extension does not utilize hooks that would send data over the network.",{"category":277,"check":354,"severity":236,"summary":341},"Hook dependency",{"category":217,"check":356,"severity":197,"summary":357},"Feature Transparency","All critical functionalities are explained, and the role of the MCP server and its tools is transparently documented.",{"category":359,"check":360,"severity":197,"summary":361},"Convention","Layout convention adherence","The plugin structure follows standard conventions with `plugin.json` in `.claude-plugin/` and skills located in the `skills/` directory.",{"category":359,"check":363,"severity":197,"summary":364},"Plugin state","The skill itself is stateless; any persistent state would be managed by the MongoDB MCP Server, which adheres to standard data management practices.",{"category":239,"check":366,"severity":197,"summary":367},"Keychain-stored secrets","The skill relies on the MongoDB MCP Server's configuration, which correctly handles secrets via environment variables or configuration files, not plaintext storage in settings.",{"category":369,"check":370,"severity":197,"summary":371},"Dependencies","Tagged release sourcing","The MongoDB MCP Server, which this skill depends on, is expected to be sourced from reliable and versioned packages or repositories.",{"category":373,"check":374,"severity":197,"summary":375},"Installation","Clean uninstall","The skill does not install background daemons or persistent services; uninstalling the plugin removes its components cleanly.",1778694205204,"This skill enables users to manage MongoDB Atlas Stream Processing (ASP) workflows, including workspace provisioning, data source/sink connections, processor lifecycle operations, and debugging diagnostics, leveraging the MongoDB MCP Server.",[379,380,381,382,383],"Manage ASP workflows and resources","Build and configure connections and processors","Operate and debug running processors","Teardown ASP resources safely","Integrates with MongoDB MCP Server",[385,386,387,388],"General MongoDB query writing or optimization.","Managing non-ASP related MongoDB Atlas features.","Directly interacting with cloud provider networking outside of Atlas PrivateLink.","Writing or validating individual pipeline stages outside of the context of ASP tool usage.","To provide a guided and safe way to build, operate, and debug complex data streaming pipelines within MongoDB Atlas.","The skill is exceptionally well-documented, covers a complex domain with detailed workflows, and integrates seamlessly with the MongoDB MCP server, demonstrating high production readiness and maintainability. All checks passed.","Excellent skill for managing MongoDB Atlas Stream Processing, offering comprehensive workflows and robust safety features.",[20,31,32,33,393],"cloud-management",[395,396,397,398],"Setting up a new Atlas Stream Processing pipeline from scratch.","Modifying or updating an existing ASP processor's configuration.","Troubleshooting and debugging a failing ASP processor.","Safely deleting ASP workspaces and their associated resources.",{"codeQuality":400,"collectedAt":402,"documentation":403,"maintenance":406,"security":411,"testCoverage":412},{"hasLockfile":401},false,1778694188482,{"descriptionLength":404,"readmeSize":405},218,2753,{"closedIssues90d":11,"forks":407,"hasChangelog":401,"manifestVersion":408,"openIssues90d":11,"pushedAt":409,"stars":410},20,"1.1.0",1778514087000,111,{"hasNpmPackage":401,"license":39,"smitheryVerified":401},{"hasCi":413,"hasTests":401},true,{"updatedAt":415},1778694205322,{"basePath":417,"githubOwner":20,"githubRepo":21,"locale":22,"slug":21,"type":418},"","plugin",{"_creationTime":420,"_id":421,"community":422,"display":423,"identity":427,"parentExtension":429,"providers":430,"relations":442,"tags":443,"workflow":444},1778694149049.346,"k17bjnvrfwx0ae2fnz7yj78p6h86mewp",{"reviewCount":11},{"description":424,"installMethods":425,"name":426,"sourceUrl":17},"Use the official MongoDB Skills with your favorite coding agent to build faster.",{"claudeCode":15},"mongodb-plugins",{"basePath":417,"githubOwner":20,"githubRepo":21,"locale":22,"slug":21,"type":428},"marketplace",null,{"evaluate":431,"extract":437},{"promptVersionExtension":432,"promptVersionScoring":28,"score":433,"tags":434,"targetMarket":35,"tier":436},"3.1.0",75,[20,62,21,435],"developer-tools","community",{"commitSha":38,"marketplace":438,"plugin":440},{"name":426,"pluginCount":439},1,{"mcpCount":11,"provider":441,"skillCount":11},"classify",{"repoId":41},[21,62,435,20],{"evaluatedAt":445,"extractAt":45,"updatedAt":446},1778694174645,1778694461056,{"evaluate":448,"extract":450},{"promptVersionExtension":27,"promptVersionScoring":28,"score":60,"tags":449,"targetMarket":35,"tier":36},[20,31,32,33,393],{"commitSha":38,"license":39,"plugin":451},{"mcpCount":11,"provider":441,"skillCount":452},7,{"parentExtensionId":421,"repoId":41},{"_creationTime":455,"_id":41,"identity":456,"providers":457,"workflow":635},1778694144418.9976,{"githubOwner":20,"githubRepo":21,"sourceUrl":17},{"classify":458,"discover":625,"github":628},{"commitSha":38,"extensions":459},[460,470,481,508,526,533,538,543,556,597,610],{"basePath":461,"displayName":462,"installMethods":463,"rationale":464,"selectedPaths":465,"source":469,"sourceLanguage":22,"type":428},".agents/plugins","mongodb-agent-skills",{"claudeCode":15},"marketplace.json at .agents/plugins/marketplace.json",[466],{"path":467,"priority":468},"marketplace.json","mandatory","rule",{"basePath":417,"displayName":426,"installMethods":471,"rationale":472,"selectedPaths":473,"source":469,"sourceLanguage":22,"type":428},{"claudeCode":15},"marketplace.json at .claude-plugin/marketplace.json",[474,476,478],{"path":475,"priority":468},".claude-plugin/marketplace.json",{"path":477,"priority":468},"README.md",{"path":479,"priority":480},"LICENSE","high",{"basePath":417,"description":187,"displayName":20,"installMethods":482,"license":39,"rationale":483,"selectedPaths":484,"source":469,"sourceLanguage":22,"type":418},{"claudeCode":20},"plugin manifest at .claude-plugin/plugin.json",[485,487,488,489,492,494,496,498,500,502,504,506],{"path":486,"priority":468},".claude-plugin/plugin.json",{"path":477,"priority":468},{"path":479,"priority":480},{"path":490,"priority":491},"skills/atlas-stream-processing/SKILL.md","medium",{"path":493,"priority":491},"skills/mongodb-connection/SKILL.md",{"path":495,"priority":491},"skills/mongodb-mcp-setup/SKILL.md",{"path":497,"priority":491},"skills/mongodb-natural-language-querying/SKILL.md",{"path":499,"priority":491},"skills/mongodb-query-optimizer/SKILL.md",{"path":501,"priority":491},"skills/mongodb-schema-design/SKILL.md",{"path":503,"priority":491},"skills/mongodb-search-and-ai/SKILL.md",{"path":505,"priority":480},".codex-plugin/plugin.json",{"path":507,"priority":480},".cursor-plugin/plugin.json",{"basePath":19,"description":13,"displayName":23,"installMethods":509,"rationale":510,"selectedPaths":511,"source":469,"sourceLanguage":22,"type":24},{"claudeCode":15},"SKILL.md frontmatter at skills/atlas-stream-processing/SKILL.md",[512,514,516,518,520,522,524],{"path":513,"priority":468},"SKILL.md",{"path":515,"priority":491},"references/connection-configs.md",{"path":517,"priority":491},"references/development-workflow.md",{"path":519,"priority":491},"references/mcp-troubleshooting.md",{"path":521,"priority":491},"references/output-diagnostics.md",{"path":523,"priority":491},"references/pipeline-patterns.md",{"path":525,"priority":491},"references/sizing-and-parallelism.md",{"basePath":56,"description":52,"displayName":57,"installMethods":527,"rationale":528,"selectedPaths":529,"source":469,"sourceLanguage":22,"type":24},{"claudeCode":15},"SKILL.md frontmatter at skills/mongodb-connection/SKILL.md",[530,531],{"path":513,"priority":468},{"path":532,"priority":491},"references/monitoring-guide.md",{"basePath":82,"description":78,"displayName":80,"installMethods":534,"rationale":535,"selectedPaths":536,"source":469,"sourceLanguage":22,"type":24},{"claudeCode":15},"SKILL.md frontmatter at skills/mongodb-mcp-setup/SKILL.md",[537],{"path":513,"priority":468},{"basePath":105,"description":101,"displayName":103,"installMethods":539,"rationale":540,"selectedPaths":541,"source":469,"sourceLanguage":22,"type":24},{"claudeCode":15},"SKILL.md frontmatter at skills/mongodb-natural-language-querying/SKILL.md",[542],{"path":513,"priority":468},{"basePath":128,"description":124,"displayName":126,"installMethods":544,"rationale":545,"selectedPaths":546,"source":469,"sourceLanguage":22,"type":24},{"claudeCode":15},"SKILL.md frontmatter at skills/mongodb-query-optimizer/SKILL.md",[547,548,550,552,554],{"path":513,"priority":468},{"path":549,"priority":491},"references/aggregation-optimization.md",{"path":551,"priority":491},"references/antipattern-examples.md",{"path":553,"priority":491},"references/core-indexing-principles.md",{"path":555,"priority":491},"references/update-query-examples.md",{"basePath":149,"description":145,"displayName":150,"installMethods":557,"rationale":558,"selectedPaths":559,"source":469,"sourceLanguage":22,"type":24},{"claudeCode":15},"SKILL.md frontmatter at skills/mongodb-schema-design/SKILL.md",[560,561,563,565,567,569,571,573,575,577,579,581,583,585,587,589,591,593,595],{"path":513,"priority":468},{"path":562,"priority":491},"references/antipattern-excessive-lookups.md",{"path":564,"priority":491},"references/antipattern-unnecessary-collections.md",{"path":566,"priority":491},"references/antipattern-unnecessary-indexes.md",{"path":568,"priority":491},"references/fundamental-document-model.md",{"path":570,"priority":491},"references/fundamental-document-size.md",{"path":572,"priority":491},"references/fundamental-embed-vs-reference.md",{"path":574,"priority":491},"references/fundamental-schema-validation.md",{"path":576,"priority":491},"references/pattern-approximation.md",{"path":578,"priority":491},"references/pattern-archive.md",{"path":580,"priority":491},"references/pattern-attribute.md",{"path":582,"priority":491},"references/pattern-bucket.md",{"path":584,"priority":491},"references/pattern-computed.md",{"path":586,"priority":491},"references/pattern-document-versioning.md",{"path":588,"priority":491},"references/pattern-extended-reference.md",{"path":590,"priority":491},"references/pattern-outlier.md",{"path":592,"priority":491},"references/pattern-polymorphic.md",{"path":594,"priority":491},"references/pattern-schema-versioning.md",{"path":596,"priority":491},"references/pattern-time-series-collections.md",{"basePath":171,"description":167,"displayName":169,"installMethods":598,"rationale":599,"selectedPaths":600,"source":469,"sourceLanguage":22,"type":24},{"claudeCode":15},"SKILL.md frontmatter at skills/mongodb-search-and-ai/SKILL.md",[601,602,604,606,608],{"path":513,"priority":468},{"path":603,"priority":491},"references/hybrid-search.md",{"path":605,"priority":491},"references/lexical-search-indexing.md",{"path":607,"priority":491},"references/lexical-search-querying.md",{"path":609,"priority":491},"references/vector-search.md",{"basePath":611,"description":612,"displayName":613,"installMethods":614,"rationale":615,"selectedPaths":616,"source":469,"sourceLanguage":22,"type":24},"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":15},"SKILL.md frontmatter at tools/review-skill/SKILL.md",[617,618,621,623],{"path":513,"priority":468},{"path":619,"priority":620},"assets/report.md","low",{"path":622,"priority":491},"references/install-skill-validator.md",{"path":624,"priority":491},"references/llm-scoring.md",{"sources":626},[627],"manual",{"closedIssues90d":11,"description":424,"forks":407,"license":39,"openIssues90d":11,"pushedAt":409,"readmeSize":405,"stars":410,"topics":629},[630,631,632,633,86,634],"agent","claude","cursor","gemini-cli-extension","skills",{"classifiedAt":636,"discoverAt":637,"extractAt":638,"githubAt":638,"updatedAt":636},1778694148853,1778694144419,1778694146756,[31,393,33,20,32],{"evaluatedAt":415,"extractAt":45,"updatedAt":641},1778694461243,[],[644,677,707,737,768,793],{"_creationTime":645,"_id":646,"community":647,"display":648,"identity":653,"providers":657,"relations":670,"tags":673,"workflow":674},1778699018122.77,"k17fv8y9mq3zq8svrm9ae1td2s86mdjv",{"reviewCount":11},{"description":649,"installMethods":650,"name":651,"sourceUrl":652},"ETL pipeline construction, data warehouse design, batch processing workflows, and data-driven feature development",{"claudeCode":651},"data-engineering","https://github.com/wshobson/agents",{"basePath":654,"githubOwner":655,"githubRepo":656,"locale":22,"slug":651,"type":418},"plugins/data-engineering","wshobson","agents",{"evaluate":658,"extract":666},{"promptVersionExtension":27,"promptVersionScoring":28,"score":29,"tags":659,"targetMarket":35,"tier":36},[651,660,661,662,663,664,33,665],"etl","data-warehouse","spark","dbt","airflow","machine-learning",{"commitSha":38,"license":667,"plugin":668},"MIT",{"mcpCount":11,"provider":441,"skillCount":669},4,{"parentExtensionId":671,"repoId":672},"k17cywe30jfsfw3cdpncjfn8y186nvyw","kd74de64zj0axtg5b8t7eqqe2x86nske",[664,651,33,661,663,660,665,662],{"evaluatedAt":675,"extractAt":676,"updatedAt":675},1778699340355,1778699018122,{"_creationTime":678,"_id":679,"community":680,"display":681,"identity":687,"providers":691,"relations":701,"tags":703,"workflow":704},1778675056600.2092,"k1778dtsv2r3pktxxpa87vtt7x86n7xh",{"reviewCount":11},{"description":682,"installMethods":683,"name":685,"sourceUrl":686},"Snowflake SQL, data pipelines (Dynamic Tables, Streams+Tasks), Cortex AI functions, Snowpark Python, and dbt integration. Includes query helper script, 3 reference guides, and troubleshooting.",{"claudeCode":684},"snowflake-development","Snowflake Development","https://github.com/alirezarezvani/claude-skills",{"basePath":688,"githubOwner":689,"githubRepo":690,"locale":22,"slug":684,"type":418},"engineering-team/snowflake-development","alirezarezvani","claude-skills",{"evaluate":692,"extract":699},{"promptVersionExtension":27,"promptVersionScoring":28,"score":29,"tags":693,"targetMarket":35,"tier":36},[694,695,33,696,697,663,698],"snowflake","sql","cortex-ai","snowpark","python",{"commitSha":38,"license":667,"plugin":700},{"mcpCount":11,"provider":441,"skillCount":439},{"repoId":702},"kd7ff9s1w43mfyy1n7hf87816186m6px",[696,33,663,698,694,697,695],{"evaluatedAt":705,"extractAt":706,"updatedAt":705},1778676150512,1778675056600,{"_creationTime":708,"_id":709,"community":710,"display":711,"identity":716,"providers":721,"relations":729,"tags":732,"workflow":733},1778698685517.993,"k176kzhvkthzzw7v2hzx63b98n86n3h5",{"reviewCount":11},{"description":712,"installMethods":713,"name":714,"sourceUrl":715},"Data engineering, ML, and AI specialists - data pipelines, machine learning, LLM architecture",{"claudeCode":714},"voltagent-data-ai","https://github.com/VoltAgent/awesome-claude-code-subagents",{"basePath":717,"githubOwner":718,"githubRepo":719,"locale":22,"slug":720,"type":418},"categories/05-data-ai","VoltAgent","awesome-claude-code-subagents","05-data-ai",{"evaluate":722,"extract":728},{"promptVersionExtension":27,"promptVersionScoring":28,"score":723,"tags":724,"targetMarket":35,"tier":36},97,[651,665,725,726,33,62,727],"ai","llm","nlp",{"commitSha":38,"license":667},{"parentExtensionId":730,"repoId":731},"k177jy83mgmpwtgzjm9qkv26mn86mmcm","kd7414ztrsh3tvh3e4bh6672qn86ne05",[725,651,33,62,726,665,727],{"evaluatedAt":734,"extractAt":735,"updatedAt":736},1778698776282,1778698685518,1778699002170,{"_creationTime":738,"_id":739,"community":740,"display":741,"identity":747,"providers":751,"relations":760,"tags":763,"workflow":764},1778696352596.533,"k173kt11134rx660a52907vmqs86m3z5",{"reviewCount":11},{"description":742,"installMethods":743,"name":745,"sourceUrl":746},"Interactive YAML config and Bloblang authoring for Redpanda Connect",{"claudeCode":744},"redpanda-connect","Redpanda Connect Plugin","https://github.com/redpanda-data/connect",{"basePath":748,"githubOwner":749,"githubRepo":750,"locale":22,"slug":744,"type":418},".claude-plugin/plugins/redpanda-connect","redpanda-data","connect",{"evaluate":752,"extract":757},{"promptVersionExtension":27,"promptVersionScoring":28,"score":723,"tags":753,"targetMarket":35,"tier":36},[754,750,755,756,66,32,435],"redpanda","yaml","bloblang",{"commitSha":38,"license":39,"plugin":758},{"mcpCount":11,"provider":441,"skillCount":759},3,{"parentExtensionId":761,"repoId":762},"k177tagzj011dbw20ssxcyvrgn86m1ph","kd762e1jtg5w5vsa7s127shyd986mpf4",[756,66,750,435,754,32,755],{"evaluatedAt":765,"extractAt":766,"updatedAt":767},1778696385561,1778696352596,1778696588975,{"_creationTime":769,"_id":770,"community":771,"display":772,"identity":777,"providers":780,"relations":787,"tags":789,"workflow":790},1778693180473.0967,"k175n69jgt5zrt5zxqq521d93n86nw0c",{"reviewCount":11},{"description":773,"installMethods":774,"name":775,"sourceUrl":776},"Foundry-platform fluency for any language. One orchestrator + 10 sub-skills covering hosted agents, intent-based toolboxes, multi-agent workflows, Foundry IQ knowledge bases, managed skills, long-term memory, observability and evaluations, and governance via the Foundry Control Plane. Bundles Azure MCP, Foundry MCP (mcp.ai.azure.com), and Microsoft Docs MCP for live operations and always-current docs.",{"claudeCode":775},"microsoft-foundry","https://github.com/microsoft/agent-skills",{"basePath":778,"githubOwner":779,"githubRepo":21,"locale":22,"slug":775,"type":418},".github/plugins/microsoft-foundry","microsoft",{"evaluate":781,"extract":786},{"promptVersionExtension":27,"promptVersionScoring":28,"score":782,"tags":783,"targetMarket":35,"tier":36},95,[784,785,656,86,435,393],"foundry","azure-ai",{"commitSha":38,"license":667},{"repoId":788},"kd77czgnv00rfjm815pcc5xx5986n5t8",[656,785,393,435,784,86],{"evaluatedAt":791,"extractAt":792,"updatedAt":791},1778693555039,1778693180473,{"_creationTime":794,"_id":795,"community":796,"display":797,"identity":802,"providers":807,"relations":815,"tags":817,"workflow":818},1778695660274.4944,"k174w466wd6m6h5n2avacwn0jn86mhbw",{"reviewCount":11},{"description":798,"installMethods":799,"name":800,"sourceUrl":801},"Filter out events where property values satisfy the given condition",{"claudeCode":800},"Filter Out Plugin","https://github.com/PostHog/posthog",{"basePath":803,"githubOwner":804,"githubRepo":805,"locale":22,"slug":806,"type":418},"nodejs/src/cdp/legacy-plugins/_transformations/posthog-filter-out-plugin","PostHog","posthog","posthog-filter-out-plugin",{"evaluate":808,"extract":814},{"promptVersionExtension":27,"promptVersionScoring":28,"score":809,"tags":810,"targetMarket":35,"tier":436},90,[811,812,33,805,813],"filtering","events","analytics",{"commitSha":38},{"repoId":816},"kd7f22zf7qb3eschtk9s2qdv4586mfts",[813,33,812,811,805],{"evaluatedAt":819,"extractAt":820,"updatedAt":819},1778696264798,1778695660274]