[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"extension-skill-mongodb-mongodb-schema-design-en":3,"guides-for-mongodb-mongodb-schema-design":529,"similar-k171y6301dax4f21vw91xtyk6986nsan-en":530},{"_creationTime":4,"_id":5,"children":6,"community":7,"display":9,"evaluation":15,"identity":256,"isFallback":241,"parentExtension":261,"providers":317,"relations":321,"repo":322,"tags":526,"workflow":527},1778694149049.3477,"k171y6301dax4f21vw91xtyk6986nsan",[],{"reviewCount":8},0,{"description":10,"installMethods":11,"name":13,"sourceUrl":14},"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":12},"mongodb/agent-skills","MongoDB Schema Design","https://github.com/mongodb/agent-skills",{"_creationTime":16,"_id":17,"extensionId":5,"locale":18,"result":19,"trustSignals":239,"workflow":254},1778694306222.588,"kn7djc37vnxkzk2nqgvkywrzyh86n1ax","en",{"checks":20,"evaluatedAt":192,"extensionSummary":193,"features":194,"nonGoals":202,"practices":206,"prerequisites":210,"promptVersionExtension":212,"promptVersionScoring":213,"purpose":214,"rationale":215,"score":216,"summary":217,"tags":218,"targetMarket":224,"tier":225,"useCases":226,"workflow":233},[21,26,29,32,36,39,44,48,51,54,58,62,65,69,72,75,78,81,84,87,91,95,99,103,107,110,114,117,121,124,127,130,133,136,139,143,147,150,153,157,160,163,166,169,173,176,179,182,185,189],{"category":22,"check":23,"severity":24,"summary":25},"Practical Utility","Problem relevance","pass","The description clearly identifies concrete problems like schema design, migration, and performance troubleshooting as the focus.",{"category":22,"check":27,"severity":24,"summary":28},"Unique selling proposition","The skill offers a curated set of patterns and anti-patterns specifically for MongoDB schema design, going beyond generic advice and providing actionable guidance tied to specific MongoDB behaviors and limitations.",{"category":22,"check":30,"severity":24,"summary":31},"Production readiness","The skill provides a comprehensive set of documented patterns, anti-patterns, and verification steps, covering the lifecycle of schema design and review.",{"category":33,"check":34,"severity":24,"summary":35},"Scope","Single responsibility principle","The skill focuses exclusively on MongoDB schema design patterns and anti-patterns, with no unrelated capabilities.",{"category":33,"check":37,"severity":24,"summary":38},"Description quality","The description accurately reflects the skill's content, clearly outlining its purpose, use cases, and specific triggers.",{"category":40,"check":41,"severity":42,"summary":43},"Invocation","Scoped tools","not_applicable","This is a skill, not an MCP server, and does not expose tools in the traditional sense.",{"category":45,"check":46,"severity":42,"summary":47},"Documentation","Configuration & parameter reference","The skill does not have configurable parameters or options beyond its core functionality.",{"category":33,"check":49,"severity":42,"summary":50},"Tool naming","This is a skill and does not have user-facing tools with names.",{"category":33,"check":52,"severity":42,"summary":53},"Minimal I/O surface","This is a skill and does not expose tools with parameter schemas or response shapes.",{"category":55,"check":56,"severity":24,"summary":57},"License","License usability","The license is Apache-2.0, a permissive open-source license, clearly stated in the SKILL.md and LICENSE file.",{"category":59,"check":60,"severity":24,"summary":61},"Maintenance","Commit recency","The last commit was on May 11, 2026, which is recent.",{"category":59,"check":63,"severity":42,"summary":64},"Dependency Management","The skill does not appear to have external dependencies.",{"category":66,"check":67,"severity":42,"summary":68},"Security","Secret Management","The skill does not handle secrets.",{"category":66,"check":70,"severity":24,"summary":71},"Injection","The skill operates on schema design patterns and does not load or execute external data as instructions.",{"category":66,"check":73,"severity":24,"summary":74},"Transitive Supply-Chain Grenades","The skill bundles all its content and does not fetch external files at runtime.",{"category":66,"check":76,"severity":24,"summary":77},"Sandbox Isolation","The skill is focused on providing schema design advice and does not interact with the file system or external resources.",{"category":66,"check":79,"severity":24,"summary":80},"Sandbox escape primitives","The skill does not contain any scripts or instructions that could facilitate sandbox escape.",{"category":66,"check":82,"severity":24,"summary":83},"Data Exfiltration","The skill does not have any outbound calls or references to confidential data.",{"category":66,"check":85,"severity":24,"summary":86},"Hidden Text Tricks","Bundled content appears free of hidden-steering tricks and uses clean printable ASCII.",{"category":88,"check":89,"severity":24,"summary":90},"Hooks","Opaque code execution","The skill's content consists of readable markdown and does not involve obfuscated code.",{"category":92,"check":93,"severity":24,"summary":94},"Portability","Structural Assumption","The skill operates on conceptual data models and does not make assumptions about the user's project file layout.",{"category":96,"check":97,"severity":24,"summary":98},"Trust","Issues Attention","There are 0 open and 0 closed issues in the last 90 days, indicating no immediate concerns with maintainer engagement.",{"category":100,"check":101,"severity":24,"summary":102},"Versioning","Release Management","A meaningful version (Apache-2.0 license) is clearly declared and associated with the repository.",{"category":104,"check":105,"severity":42,"summary":106},"Execution","Validation","The skill provides guidance and does not execute code with parameters or structured output that requires schema validation.",{"category":66,"check":108,"severity":24,"summary":109},"Unguarded Destructive Operations","The skill provides advice and does not perform any destructive operations.",{"category":111,"check":112,"severity":42,"summary":113},"Code Execution","Error Handling","The skill provides informational content and does not have executable code paths with error handling requirements.",{"category":111,"check":115,"severity":42,"summary":116},"Logging","The skill is read-only and does not perform actions that require logging.",{"category":118,"check":119,"severity":42,"summary":120},"Compliance","GDPR","The skill provides general schema design advice and does not operate on personal data.",{"category":118,"check":122,"severity":24,"summary":123},"Target market","The skill provides general MongoDB schema design advice applicable globally, with no regional restrictions.",{"category":92,"check":125,"severity":24,"summary":126},"Runtime stability","The skill's content is text-based advice and does not make assumptions about specific runtimes or operating systems.",{"category":45,"check":128,"severity":24,"summary":129},"README","The README provides installation instructions for various platforms and links to further documentation.",{"category":33,"check":131,"severity":42,"summary":132},"Tool surface size","This is a skill and does not expose tools.",{"category":40,"check":134,"severity":42,"summary":135},"Overlapping near-synonym tools","This is a skill and does not expose tools with overlapping names.",{"category":45,"check":137,"severity":24,"summary":138},"Phantom features","All features described in the documentation (SKILL.md and README) correspond to the provided content.",{"category":140,"check":141,"severity":24,"summary":142},"Install","Installation instruction","The README provides clear installation instructions for multiple environments (Claude, Cursor, Codex, Gemini, Copilot CLI, Vercel, Local) and includes copy-paste examples.",{"category":144,"check":145,"severity":42,"summary":146},"Errors","Actionable error messages","The skill provides informational content and does not generate user-facing errors.",{"category":104,"check":148,"severity":42,"summary":149},"Pinned dependencies","The skill does not use third-party dependencies that require pinning.",{"category":33,"check":151,"severity":42,"summary":152},"Dry-run preview","The skill provides advice and does not have state-changing commands.",{"category":154,"check":155,"severity":42,"summary":156},"Protocol","Idempotent retry & timeouts","The skill provides informational content and does not involve remote calls or state-changing operations.",{"category":118,"check":158,"severity":42,"summary":159},"Telemetry opt-in","The skill does not emit telemetry.",{"category":40,"check":161,"severity":24,"summary":162},"Precise Purpose","The skill's purpose and use cases are precisely defined, focusing on MongoDB schema design patterns and anti-patterns with clear triggers and boundaries.",{"category":40,"check":164,"severity":24,"summary":165},"Concise Frontmatter","The frontmatter is dense and self-contained, clearly summarizing the core capability and providing relevant trigger phrases.",{"category":45,"check":167,"severity":24,"summary":168},"Concise Body","The skill body is concise, with deeper material appropriately delegated to separate reference files.",{"category":170,"check":171,"severity":24,"summary":172},"Context","Progressive Disclosure","Detailed explanations are provided in separate reference files, linked from the main SKILL.md, following a progressive disclosure model.",{"category":170,"check":174,"severity":42,"summary":175},"Forked exploration","The skill provides schema design advice and does not involve deep exploration that would require forked context.",{"category":22,"check":177,"severity":24,"summary":178},"Usage examples","Examples are provided within the reference files to illustrate concepts like embed vs reference decisions and schema validation.",{"category":22,"check":180,"severity":24,"summary":181},"Edge cases","The skill addresses edge cases and limitations, such as when not to embed/reference, and provides recovery steps where applicable.",{"category":111,"check":183,"severity":42,"summary":184},"Tool Fallback","This skill does not rely on external MCP tools that require fallback paths.",{"category":186,"check":187,"severity":42,"summary":188},"Safety","Halt on unexpected state","The skill provides advice and does not have executable pre-conditions or destructive steps that require halting on unexpected states.",{"category":92,"check":190,"severity":24,"summary":191},"Cross-skill coupling","The skill is self-contained and focuses on MongoDB schema design, without implicit reliance on other skills.",1778694306110,"This skill provides in-depth advice on MongoDB schema design, covering fundamental patterns, anti-patterns, and best practices for data modeling, performance optimization, and schema evolution. It includes detailed explanations, decision frameworks, verification steps, and references for various schema design concepts.",[195,196,197,198,199,200,201],"MongoDB schema design patterns","Schema anti-patterns and avoidance","Embed vs reference decision framework","Document and collection sizing guidance","Schema validation implementation","Data modeling for relationships and hierarchies","Data lifecycle management (archiving, versioning)",[203,204,205],"Providing specific MongoDB query code beyond examples","Automated schema generation or validation execution","Database administration tasks unrelated to schema design",[207,208,209],"Schema Design","Data Modeling","Performance Optimization",[211],"Basic understanding of MongoDB concepts","3.0.0","4.4.0","To help users design efficient, performant, and maintainable MongoDB schemas by understanding and applying proven design patterns and avoiding common anti-patterns.","The skill is of exceptionally high quality, with comprehensive documentation, clear purpose, and no critical or warning findings. It demonstrates excellent adherence to best practices.",99,"Expert guidance on MongoDB schema design, patterns, and anti-patterns.",[219,220,221,222,223],"mongodb","schema","database","data-modeling","performance","global","verified",[227,228,229,230,231,232],"Designing new MongoDB schemas from scratch","Migrating SQL schemas to MongoDB","Reviewing existing data models for performance issues","Troubleshooting slow queries caused by schema problems","Deciding on embedding vs referencing strategies","Implementing tree structures and complex relationships",[234,235,236,237,238],"Understand schema design goals and context.","Consult relevant pattern/anti-pattern references based on identified challenges (e.g., relationships, data size, access patterns).","Apply decision frameworks to choose between embedding, referencing, or other modeling techniques.","Implement schema validation and versioning strategies.","Verify schema design choices using provided diagnostic queries and best practices.",{"codeQuality":240,"collectedAt":242,"documentation":243,"maintenance":246,"security":250,"testCoverage":252},{"hasLockfile":241},false,1778694289690,{"descriptionLength":244,"readmeSize":245},554,2753,{"closedIssues90d":8,"forks":247,"hasChangelog":241,"openIssues90d":8,"pushedAt":248,"stars":249},20,1778514087000,111,{"hasNpmPackage":241,"license":251,"smitheryVerified":241},"Apache-2.0",{"hasCi":253,"hasTests":241},true,{"updatedAt":255},1778694306222,{"basePath":257,"githubOwner":219,"githubRepo":258,"locale":18,"slug":259,"type":260},"skills/mongodb-schema-design","agent-skills","mongodb-schema-design","skill",{"_creationTime":262,"_id":263,"community":264,"display":265,"identity":268,"parentExtension":271,"providers":301,"relations":312,"tags":313,"workflow":314},1778694149049.3462,"k170hje3xzpy2mbkn00agzm38x86mkbz",{"reviewCount":8},{"description":266,"installMethods":267,"name":219,"sourceUrl":14},"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":219},{"basePath":269,"githubOwner":219,"githubRepo":258,"locale":18,"slug":258,"type":270},"","plugin",{"_creationTime":272,"_id":273,"community":274,"display":275,"identity":279,"providers":281,"relations":294,"tags":296,"workflow":297},1778694149049.346,"k17bjnvrfwx0ae2fnz7yj78p6h86mewp",{"reviewCount":8},{"description":276,"installMethods":277,"name":278,"sourceUrl":14},"Use the official MongoDB Skills with your favorite coding agent to build faster.",{"claudeCode":12},"mongodb-plugins",{"basePath":269,"githubOwner":219,"githubRepo":258,"locale":18,"slug":258,"type":280},"marketplace",{"evaluate":282,"extract":288},{"promptVersionExtension":283,"promptVersionScoring":213,"score":284,"tags":285,"targetMarket":224,"tier":287},"3.1.0",75,[219,221,258,286],"developer-tools","community",{"commitSha":289,"marketplace":290,"plugin":292},"HEAD",{"name":278,"pluginCount":291},1,{"mcpCount":8,"provider":293,"skillCount":8},"classify",{"repoId":295},"kd74vahs1zbjqzqbert490xyrd86nfv5",[258,221,286,219],{"evaluatedAt":298,"extractAt":299,"updatedAt":300},1778694174645,1778694149049,1778694461056,{"evaluate":302,"extract":309},{"promptVersionExtension":212,"promptVersionScoring":213,"score":303,"tags":304,"targetMarket":224,"tier":225},100,[219,305,306,307,308],"atlas","streaming","data-pipelines","cloud-management",{"commitSha":289,"license":251,"plugin":310},{"mcpCount":8,"provider":293,"skillCount":311},7,{"parentExtensionId":273,"repoId":295},[305,308,307,219,306],{"evaluatedAt":315,"extractAt":299,"updatedAt":316},1778694205322,1778694461243,{"evaluate":318,"extract":320},{"promptVersionExtension":212,"promptVersionScoring":213,"score":216,"tags":319,"targetMarket":224,"tier":225},[219,220,221,222,223],{"commitSha":289,"license":251},{"parentExtensionId":263,"repoId":295},{"_creationTime":323,"_id":295,"identity":324,"providers":325,"workflow":522},1778694144418.9976,{"githubOwner":219,"githubRepo":258,"sourceUrl":14},{"classify":326,"discover":511,"github":514},{"commitSha":289,"extensions":327},[328,338,349,376,397,407,415,423,439,480,496],{"basePath":329,"displayName":330,"installMethods":331,"rationale":332,"selectedPaths":333,"source":337,"sourceLanguage":18,"type":280},".agents/plugins","mongodb-agent-skills",{"claudeCode":12},"marketplace.json at .agents/plugins/marketplace.json",[334],{"path":335,"priority":336},"marketplace.json","mandatory","rule",{"basePath":269,"displayName":278,"installMethods":339,"rationale":340,"selectedPaths":341,"source":337,"sourceLanguage":18,"type":280},{"claudeCode":12},"marketplace.json at .claude-plugin/marketplace.json",[342,344,346],{"path":343,"priority":336},".claude-plugin/marketplace.json",{"path":345,"priority":336},"README.md",{"path":347,"priority":348},"LICENSE","high",{"basePath":269,"description":266,"displayName":219,"installMethods":350,"license":251,"rationale":351,"selectedPaths":352,"source":337,"sourceLanguage":18,"type":270},{"claudeCode":219},"plugin manifest at .claude-plugin/plugin.json",[353,355,356,357,360,362,364,366,368,370,372,374],{"path":354,"priority":336},".claude-plugin/plugin.json",{"path":345,"priority":336},{"path":347,"priority":348},{"path":358,"priority":359},"skills/atlas-stream-processing/SKILL.md","medium",{"path":361,"priority":359},"skills/mongodb-connection/SKILL.md",{"path":363,"priority":359},"skills/mongodb-mcp-setup/SKILL.md",{"path":365,"priority":359},"skills/mongodb-natural-language-querying/SKILL.md",{"path":367,"priority":359},"skills/mongodb-query-optimizer/SKILL.md",{"path":369,"priority":359},"skills/mongodb-schema-design/SKILL.md",{"path":371,"priority":359},"skills/mongodb-search-and-ai/SKILL.md",{"path":373,"priority":348},".codex-plugin/plugin.json",{"path":375,"priority":348},".cursor-plugin/plugin.json",{"basePath":377,"description":378,"displayName":379,"installMethods":380,"rationale":381,"selectedPaths":382,"source":337,"sourceLanguage":18,"type":260},"skills/atlas-stream-processing","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.","atlas-stream-processing",{"claudeCode":12},"SKILL.md frontmatter at skills/atlas-stream-processing/SKILL.md",[383,385,387,389,391,393,395],{"path":384,"priority":336},"SKILL.md",{"path":386,"priority":359},"references/connection-configs.md",{"path":388,"priority":359},"references/development-workflow.md",{"path":390,"priority":359},"references/mcp-troubleshooting.md",{"path":392,"priority":359},"references/output-diagnostics.md",{"path":394,"priority":359},"references/pipeline-patterns.md",{"path":396,"priority":359},"references/sizing-and-parallelism.md",{"basePath":398,"description":399,"displayName":400,"installMethods":401,"rationale":402,"selectedPaths":403,"source":337,"sourceLanguage":18,"type":260},"skills/mongodb-connection","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.","mongodb-connection",{"claudeCode":12},"SKILL.md frontmatter at skills/mongodb-connection/SKILL.md",[404,405],{"path":384,"priority":336},{"path":406,"priority":359},"references/monitoring-guide.md",{"basePath":408,"description":409,"displayName":410,"installMethods":411,"rationale":412,"selectedPaths":413,"source":337,"sourceLanguage":18,"type":260},"skills/mongodb-mcp-setup","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.","mongodb-mcp-setup",{"claudeCode":12},"SKILL.md frontmatter at skills/mongodb-mcp-setup/SKILL.md",[414],{"path":384,"priority":336},{"basePath":416,"description":417,"displayName":418,"installMethods":419,"rationale":420,"selectedPaths":421,"source":337,"sourceLanguage":18,"type":260},"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",[422],{"path":384,"priority":336},{"basePath":424,"description":425,"displayName":426,"installMethods":427,"rationale":428,"selectedPaths":429,"source":337,"sourceLanguage":18,"type":260},"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",[430,431,433,435,437],{"path":384,"priority":336},{"path":432,"priority":359},"references/aggregation-optimization.md",{"path":434,"priority":359},"references/antipattern-examples.md",{"path":436,"priority":359},"references/core-indexing-principles.md",{"path":438,"priority":359},"references/update-query-examples.md",{"basePath":257,"description":10,"displayName":259,"installMethods":440,"rationale":441,"selectedPaths":442,"source":337,"sourceLanguage":18,"type":260},{"claudeCode":12},"SKILL.md frontmatter at skills/mongodb-schema-design/SKILL.md",[443,444,446,448,450,452,454,456,458,460,462,464,466,468,470,472,474,476,478],{"path":384,"priority":336},{"path":445,"priority":359},"references/antipattern-excessive-lookups.md",{"path":447,"priority":359},"references/antipattern-unnecessary-collections.md",{"path":449,"priority":359},"references/antipattern-unnecessary-indexes.md",{"path":451,"priority":359},"references/fundamental-document-model.md",{"path":453,"priority":359},"references/fundamental-document-size.md",{"path":455,"priority":359},"references/fundamental-embed-vs-reference.md",{"path":457,"priority":359},"references/fundamental-schema-validation.md",{"path":459,"priority":359},"references/pattern-approximation.md",{"path":461,"priority":359},"references/pattern-archive.md",{"path":463,"priority":359},"references/pattern-attribute.md",{"path":465,"priority":359},"references/pattern-bucket.md",{"path":467,"priority":359},"references/pattern-computed.md",{"path":469,"priority":359},"references/pattern-document-versioning.md",{"path":471,"priority":359},"references/pattern-extended-reference.md",{"path":473,"priority":359},"references/pattern-outlier.md",{"path":475,"priority":359},"references/pattern-polymorphic.md",{"path":477,"priority":359},"references/pattern-schema-versioning.md",{"path":479,"priority":359},"references/pattern-time-series-collections.md",{"basePath":481,"description":482,"displayName":483,"installMethods":484,"rationale":485,"selectedPaths":486,"source":337,"sourceLanguage":18,"type":260},"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",[487,488,490,492,494],{"path":384,"priority":336},{"path":489,"priority":359},"references/hybrid-search.md",{"path":491,"priority":359},"references/lexical-search-indexing.md",{"path":493,"priority":359},"references/lexical-search-querying.md",{"path":495,"priority":359},"references/vector-search.md",{"basePath":497,"description":498,"displayName":499,"installMethods":500,"rationale":501,"selectedPaths":502,"source":337,"sourceLanguage":18,"type":260},"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. 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Covers IAM auth, multi-tenant patterns, MySQL-to-DSQL migration, DDL operations, query plan explainability, and SQL compatibility validation. Triggers on phrases like: DSQL, Aurora DSQL, create DSQL table, DSQL schema, migrate to DSQL, distributed SQL database, serverless PostgreSQL-compatible database, DSQL query plan, DSQL EXPLAIN ANALYZE, why is my DSQL query slow.",{"claudeCode":558},"awslabs/mcp","dsql","https://github.com/awslabs/mcp",{"basePath":562,"githubOwner":563,"githubRepo":520,"locale":18,"slug":564,"type":260},"src/aurora-dsql-mcp-server/skills/dsql-skill","awslabs","dsql-skill",{"evaluate":566,"extract":573},{"promptVersionExtension":212,"promptVersionScoring":213,"score":303,"tags":567,"targetMarket":224,"tier":225},[221,568,569,570,559,571,220,572,223],"sql","aws","aurora","migration","query",{"commitSha":289},{"repoId":575},"kd71cq56hfddetnwspw92kb09x86mbzy",[570,569,221,559,571,223,572,220,568],{"evaluatedAt":578,"extractAt":579,"updatedAt":578},1778682978663,1778682862752,{"_creationTime":581,"_id":582,"community":583,"display":584,"identity":586,"providers":587,"relations":595,"tags":596,"workflow":597},1778694149049.348,"k17b18bc1pkwm6r3xttpqzefj586ms2r",{"reviewCount":8},{"description":482,"installMethods":585,"name":483,"sourceUrl":14},{"claudeCode":12},{"basePath":481,"githubOwner":219,"githubRepo":258,"locale":18,"slug":483,"type":260},{"evaluate":588,"extract":594},{"promptVersionExtension":212,"promptVersionScoring":213,"score":303,"tags":589,"targetMarket":224,"tier":225},[219,590,591,592,221,593],"atlas-search","vector-search","hybrid-search","search",{"commitSha":289},{"parentExtensionId":263,"repoId":295},[590,221,592,219,593,591],{"evaluatedAt":598,"extractAt":299,"updatedAt":599},1778694322274,1778694462613,{"_creationTime":601,"_id":602,"community":603,"display":604,"identity":610,"providers":614,"relations":619,"tags":621,"workflow":622},1778687399826.0325,"k17269dg7c9710vn40ysst9cbx86nekj",{"reviewCount":8},{"description":605,"installMethods":606,"name":608,"sourceUrl":609},"Universal SQL performance optimization assistant for comprehensive query tuning, indexing strategies, and database performance analysis across all SQL databases (MySQL, PostgreSQL, SQL Server, Oracle). Provides execution plan analysis, pagination optimization, batch operations, and performance monitoring guidance.",{"claudeCode":607},"github/awesome-copilot","sql-optimization","https://github.com/github/awesome-copilot",{"basePath":611,"githubOwner":612,"githubRepo":613,"locale":18,"slug":608,"type":260},"skills/sql-optimization","github","awesome-copilot",{"evaluate":615,"extract":618},{"promptVersionExtension":212,"promptVersionScoring":213,"score":303,"tags":616,"targetMarket":224,"tier":225},[568,223,543,221,617],"tuning",{"commitSha":289},{"repoId":620},"kd7dsmv976w8rtkqnjjfdtfgks86nnmw",[221,543,223,568,617],{"evaluatedAt":623,"extractAt":624,"updatedAt":623},1778689968064,1778687399826,{"_creationTime":626,"_id":627,"community":628,"display":629,"identity":635,"providers":639,"relations":644,"tags":646,"workflow":647},1778683522639.4817,"k17a9cav35ya4h38sccx3r3d5d86mr2y",{"reviewCount":8},{"description":630,"installMethods":631,"name":633,"sourceUrl":634},"Guide for querying databases through DBHub MCP server. Use this skill whenever you need to explore database schemas, inspect tables, or run SQL queries via DBHub's MCP tools (search_objects, execute_sql). Activates on any database query task, schema exploration, data retrieval, or SQL execution through MCP — even if the user just says \"check the database\" or \"find me some data.\" This skill ensures you follow the correct explore-first workflow instead of guessing table structures.",{"claudeCode":632},"bytebase/dbhub","DBHub Database Query Guide","https://github.com/bytebase/dbhub",{"basePath":636,"githubOwner":637,"githubRepo":638,"locale":18,"slug":638,"type":260},"skills/dbhub","bytebase","dbhub",{"evaluate":640,"extract":642},{"promptVersionExtension":212,"promptVersionScoring":213,"score":303,"tags":641,"targetMarket":224,"tier":225},[221,568,572,220,520,637],{"commitSha":289,"license":643},"MIT",{"repoId":645},"kd75gz890g3h6zj0xf3qtbrdjd86mpw3",[637,221,520,572,220,568],{"evaluatedAt":648,"extractAt":649,"updatedAt":650},1778683601748,1778683522639,1778683734542,{"_creationTime":652,"_id":653,"community":654,"display":655,"identity":661,"providers":664,"relations":670,"tags":673,"workflow":674},1778697815468.7024,"k17fbv6g1x0t6xarhsc4jgw4rs86nk95",{"reviewCount":8},{"description":656,"installMethods":657,"name":659,"sourceUrl":660},"Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations.",{"claudeCode":658},"supabase/agent-skills","supabase-postgres-best-practices","https://github.com/supabase/agent-skills",{"basePath":662,"githubOwner":663,"githubRepo":258,"locale":18,"slug":659,"type":260},"skills/supabase-postgres-best-practices","supabase",{"evaluate":665,"extract":669},{"promptVersionExtension":212,"promptVersionScoring":213,"score":216,"tags":666,"targetMarket":224,"tier":225},[667,568,223,543,220,668],"postgres","best-practices",{"commitSha":289},{"parentExtensionId":671,"repoId":672},"k170hrswycfq556p713vzeqg5586nhg4","kd7dwty9y1efv0wztdwgh1x9w186n12k",[668,543,223,667,220,568],{"evaluatedAt":675,"extractAt":676,"updatedAt":677},1778697909644,1778697815468,1778697940905]