[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"extension-skill-awslabs-dsql-skill-en":3,"guides-for-awslabs-dsql-skill":923,"similar-k177bn4hpsv2417q7fvbdtwav586ny65-en":924},{"_creationTime":4,"_id":5,"children":6,"community":7,"display":9,"evaluation":15,"identity":245,"isFallback":240,"parentExtension":251,"providers":252,"relations":257,"repo":259,"tags":920,"workflow":921},1778682862751.9475,"k177bn4hpsv2417q7fvbdtwav586ny65",[],{"reviewCount":8},0,{"description":10,"installMethods":11,"name":13,"sourceUrl":14},"Build with Aurora DSQL — manage schemas, execute queries, handle migrations, diagnose query plans, and develop applications with a serverless, distributed SQL database. 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":12},"awslabs/mcp","dsql","https://github.com/awslabs/mcp",{"_creationTime":16,"_id":17,"extensionId":5,"locale":18,"result":19,"trustSignals":226,"workflow":243},1778682978663.0662,"kn7awn6nyhx6w4gwqa4bxtkk9d86mbkn","en",{"checks":20,"evaluatedAt":191,"extensionSummary":192,"features":193,"nonGoals":199,"promptVersionExtension":203,"promptVersionScoring":204,"purpose":205,"rationale":206,"score":207,"summary":208,"tags":209,"targetMarket":218,"tier":219,"useCases":220},[21,26,29,32,36,39,43,47,50,53,57,61,65,69,72,75,78,81,84,87,90,94,98,102,106,109,112,115,119,122,125,128,131,134,137,141,145,149,152,156,159,162,165,168,172,175,178,181,184,188],{"category":22,"check":23,"severity":24,"summary":25},"Practical Utility","Problem relevance","pass","The description clearly states the extension's purpose of managing Aurora DSQL, including schema management, query execution, and migrations, directly addressing user needs for this database.",{"category":22,"check":27,"severity":24,"summary":28},"Unique selling proposition","The skill provides a comprehensive set of tools and workflows for Aurora DSQL, going beyond basic database interactions to include schema management, migration strategies, and query plan analysis.",{"category":22,"check":30,"severity":24,"summary":31},"Production readiness","The extension covers the full lifecycle of database interaction, from setup and query execution to schema management and migrations, indicating readiness for production workflows.",{"category":33,"check":34,"severity":24,"summary":35},"Scope","Single responsibility principle","The skill is focused on the Aurora DSQL database, providing a coherent set of capabilities for managing and interacting with it.",{"category":33,"check":37,"severity":24,"summary":38},"Description quality","The displayed description accurately reflects the capabilities outlined in the SKILL.md and trigger phrases are relevant to Aurora DSQL operations.",{"category":40,"check":41,"severity":24,"summary":42},"Invocation","Scoped tools","The MCP tools provided are specific verb-noun operations like 'readonly_query', 'transact', and 'dsql_lint', promoting clear agent selection.",{"category":44,"check":45,"severity":24,"summary":46},"Documentation","Configuration & parameter reference","The documentation provides clear guidance on setup options and tool parameters, with references to detailed files for further information.",{"category":33,"check":48,"severity":24,"summary":49},"Tool naming","Tool names like 'readonly_query', 'transact', and 'dsql_lint' are descriptive and aligned with the database domain.",{"category":33,"check":51,"severity":24,"summary":52},"Minimal I/O surface","Tools request specific parameters and return structured data relevant to their function, avoiding unnecessary dumps or overly broad inputs.",{"category":54,"check":55,"severity":24,"summary":56},"License","License usability","The extension is licensed under Apache-2.0, a permissive open-source license, as indicated by the bundled LICENSE file.",{"category":58,"check":59,"severity":24,"summary":60},"Maintenance","Commit recency","The repository has recent commits, indicating active maintenance.",{"category":58,"check":62,"severity":63,"summary":64},"Dependency Management","not_applicable","No third-party dependencies are explicitly managed by this skill, therefore this check is not applicable.",{"category":66,"check":67,"severity":24,"summary":68},"Security","Secret Management","The skill relies on IAM authentication and AWS SDKs for token generation, avoiding hardcoded secrets and handling them appropriately.",{"category":66,"check":70,"severity":24,"summary":71},"Injection","The skill utilizes specific MCP tools and validation mechanisms, including 'safe_query.build()', to mitigate injection risks.",{"category":66,"check":73,"severity":24,"summary":74},"Transitive Supply-Chain Grenades","The extension bundles all necessary components and does not fetch external code at runtime, adhering to supply-chain security best practices.",{"category":66,"check":76,"severity":24,"summary":77},"Sandbox Isolation","The skill operates within its designated scope and does not attempt to modify files outside the project folder or utilize absolute paths.",{"category":66,"check":79,"severity":24,"summary":80},"Sandbox escape primitives","No evidence of detached processes or retry loops around denied tool calls was found in the scripts.",{"category":66,"check":82,"severity":24,"summary":83},"Data Exfiltration","The skill's outbound calls are documented, and there are no indications of undocumented telemetry or exfiltration of confidential data.",{"category":66,"check":85,"severity":24,"summary":86},"Hidden Text Tricks","Bundled files and descriptions appear free of hidden steering tricks, Unicode tags, or other obfuscation methods.",{"category":66,"check":88,"severity":24,"summary":89},"Opaque code execution","The bundled scripts are in plain, readable source code and do not employ obfuscation techniques like base64 encoding or runtime fetching.",{"category":91,"check":92,"severity":24,"summary":93},"Portability","Structural Assumption","The skill does not make rigid assumptions about project structure and provides clear error messages when preconditions are not met.",{"category":95,"check":96,"severity":24,"summary":97},"Trust","Issues Attention","The ratio of closed to open issues in the last 90 days is healthy, suggesting active engagement from maintainers.",{"category":99,"check":100,"severity":24,"summary":101},"Versioning","Release Management","The skill's versioning is managed through Git tags and a clear commit history, with no indication of reliance on 'main' for installations.",{"category":103,"check":104,"severity":24,"summary":105},"Code Execution","Validation","The skill demonstrates proper input validation and sanitization practices, as evidenced by the use of 'safe_query.build()' and MCP tool parameter constraints.",{"category":66,"check":107,"severity":24,"summary":108},"Unguarded Destructive Operations","Destructive operations, particularly DDL migrations, are guarded by explicit user confirmation steps, aligning with safety protocols.",{"category":103,"check":110,"severity":24,"summary":111},"Error Handling","Errors are caught and handled gracefully, providing structured messages with hints for recovery or reporting, and do not crash the agent.",{"category":103,"check":113,"severity":24,"summary":114},"Logging","The skill's actions and errors are logged, providing an audit trail for user review, especially for destructive operations.",{"category":116,"check":117,"severity":63,"summary":118},"Compliance","GDPR","The extension does not appear to operate on personal data, making GDPR compliance checks not applicable.",{"category":116,"check":120,"severity":24,"summary":121},"Target market","No regional or jurisdictional limitations are detected; the extension is framed for global applicability.",{"category":91,"check":123,"severity":24,"summary":124},"Runtime stability","The skill makes standard stack assumptions and handles potential issues gracefully, ensuring cross-platform compatibility.",{"category":44,"check":126,"severity":24,"summary":127},"README","A comprehensive README exists and clearly outlines the extension's purpose, installation, and usage.",{"category":33,"check":129,"severity":24,"summary":130},"Tool surface size","The extension exposes a reasonable number of tools (around 9 core MCP tools plus utility scripts), fitting within the ideal range.",{"category":40,"check":132,"severity":24,"summary":133},"Overlapping near-synonym tools","The exposed tools have distinct names and functionalities, avoiding redundancy and ambiguity for the agent.",{"category":44,"check":135,"severity":24,"summary":136},"Phantom features","All advertised features in the README and documentation have corresponding implementations in the MCP server or provided scripts.",{"category":138,"check":139,"severity":24,"summary":140},"Install","Installation instruction","The README provides clear installation instructions, including copy-pasteable commands and guidance on authentication setup.",{"category":142,"check":143,"severity":24,"summary":144},"Errors","Actionable error messages","Error messages are consistently actionable, providing details on what failed, why, and what the next steps should be.",{"category":146,"check":147,"severity":24,"summary":148},"Execution","Pinned dependencies","The skill's scripts include shebangs and side-effect headers, and dependencies are managed appropriately through lockfiles or clear installation instructions.",{"category":33,"check":150,"severity":24,"summary":151},"Dry-run preview","The `loader.sh` script includes a `--dry-run` option for validating operations without executing them.",{"category":153,"check":154,"severity":24,"summary":155},"Protocol","Idempotent retry & timeouts","While not explicitly detailed for all operations, the reliance on IAM tokens and the general architecture suggest statelessness between calls, and standard tool timeouts are expected.",{"category":116,"check":157,"severity":24,"summary":158},"Telemetry opt-in","The extension does not appear to emit telemetry, or if it does, it's not apparent in the documentation or code reviewed, implying no opt-out telemetry is in use.",{"category":40,"check":160,"severity":24,"summary":161},"Precise Purpose","The skill's purpose is clearly defined for managing Aurora DSQL, with specific triggers and comprehensive reference documentation for detailed workflows.",{"category":40,"check":163,"severity":24,"summary":164},"Concise Frontmatter","The frontmatter is concise and effectively summarizes the core capability, followed by relevant trigger phrases.",{"category":44,"check":166,"severity":24,"summary":167},"Concise Body","The main SKILL.md file is well-structured with references to external files for detailed procedures, promoting progressive disclosure.",{"category":169,"check":170,"severity":24,"summary":171},"Context","Progressive Disclosure","Long procedures and detailed guidance are appropriately split into separate reference files, linked from the main SKILL.md.",{"category":169,"check":173,"severity":63,"summary":174},"Forked exploration","The skill does not primarily focus on deep exploration or code review that would necessitate context forking.",{"category":22,"check":176,"severity":24,"summary":177},"Usage examples","Ample examples are provided across various reference files for different operations, showcasing practical usage.",{"category":22,"check":179,"severity":24,"summary":180},"Edge cases","The documentation addresses potential error scenarios, migration challenges, and provides recovery steps, indicating good handling of edge cases.",{"category":103,"check":182,"severity":63,"summary":183},"Tool Fallback","The skill primarily utilizes MCP tools and AWS SDKs, which are core components; no external tool fallbacks are explicitly mentioned or required.",{"category":185,"check":186,"severity":24,"summary":187},"Safety","Halt on unexpected state","The documentation emphasizes user verification and confirmation for destructive operations, ensuring workflows halt on unexpected states or lack of approval.",{"category":91,"check":189,"severity":24,"summary":190},"Cross-skill coupling","The skill is self-contained and does not appear to rely on other specific skills being loaded concurrently, promoting standalone functionality.",1778682978447,"This skill provides a robust set of tools and extensive documentation for interacting with Amazon Aurora DSQL, a serverless, PostgreSQL-compatible distributed SQL database. It covers schema management, query execution, migration strategies, performance tuning via query plan analysis, and application development patterns, leveraging MCP tools and AWS SDKs.",[194,195,196,197,198],"Schema management and DDL operations","Direct SQL query execution via MCP tools","Data migration from MySQL and other sources","Query plan analysis for performance tuning","IAM authentication and role-based access control",[200,201,202],"Automating Aurora DSQL cluster provisioning beyond initial setup","General-purpose SQL linting for non-DSQL databases","Providing development frameworks not directly related to database interaction","3.0.0","4.4.0","To enable users to effectively manage and utilize Aurora DSQL for their database needs, from initial setup and querying to complex schema migrations and performance optimization.","The skill is exceptionally well-documented with comprehensive reference files, adheres to all security and safety best practices, and provides clear, actionable guidance for database management tasks.",100,"A top-tier skill for managing Aurora DSQL, offering comprehensive tooling and guidance.",[210,211,212,213,13,214,215,216,217],"database","sql","aws","aurora","migration","schema","query","performance","global","verified",[221,222,223,224,225],"Managing Aurora DSQL database schemas and objects","Executing ad-hoc SQL queries and transactions","Migrating existing databases to Aurora DSQL","Optimizing slow-running SQL queries","Implementing multi-tenant patterns and access control",{"codeQuality":227,"collectedAt":229,"documentation":230,"maintenance":233,"security":239,"testCoverage":242},{"hasLockfile":228},true,1778682968952,{"descriptionLength":231,"readmeSize":232},539,190706,{"closedIssues90d":234,"forks":235,"hasChangelog":228,"openIssues90d":236,"pushedAt":237,"stars":238},23,1519,79,1778658833000,9037,{"hasNpmPackage":240,"license":241,"smitheryVerified":240},false,"Apache-2.0",{"hasCi":228,"hasTests":228},{"updatedAt":244},1778682978663,{"basePath":246,"githubOwner":247,"githubRepo":248,"locale":18,"slug":249,"type":250},"src/aurora-dsql-mcp-server/skills/dsql-skill","awslabs","mcp","dsql-skill","skill",null,{"evaluate":253,"extract":255},{"promptVersionExtension":203,"promptVersionScoring":204,"score":207,"tags":254,"targetMarket":218,"tier":219},[210,211,212,213,13,214,215,216,217],{"commitSha":256},"HEAD",{"repoId":258},"kd71cq56hfddetnwspw92kb09x86mbzy",{"_creationTime":260,"_id":258,"identity":261,"providers":262,"workflow":916},1778682853205.1172,{"githubOwner":247,"githubRepo":248,"sourceUrl":14},{"classify":263,"discover":902,"github":905},{"commitSha":256,"extensions":264},[265,275,282,289,296,303,388,400,414,426,435,444,453,462,471,480,489,498,507,516,525,534,543,552,561,570,579,588,597,606,615,624,632,640,649,658,667,676,685,696,705,714,723,732,741,750,759,768,777,786,795,804,813,822,831,840,849,858,867,876,885,894],{"basePath":266,"description":10,"displayName":267,"installMethods":268,"rationale":269,"selectedPaths":270,"source":274,"sourceLanguage":18,"type":250},"src/aurora-dsql-mcp-server/skills/amazon-aurora-dsql-skill","amazon-aurora-dsql-skill",{"claudeCode":12},"SKILL.md frontmatter at src/aurora-dsql-mcp-server/skills/amazon-aurora-dsql-skill/SKILL.md",[271],{"path":272,"priority":273},"SKILL.md","mandatory","rule",{"basePath":276,"description":10,"displayName":277,"installMethods":278,"rationale":279,"selectedPaths":280,"source":274,"sourceLanguage":18,"type":250},"src/aurora-dsql-mcp-server/skills/aurora-dsql-skill","aurora-dsql-skill",{"claudeCode":12},"SKILL.md frontmatter at src/aurora-dsql-mcp-server/skills/aurora-dsql-skill/SKILL.md",[281],{"path":272,"priority":273},{"basePath":283,"description":10,"displayName":284,"installMethods":285,"rationale":286,"selectedPaths":287,"source":274,"sourceLanguage":18,"type":250},"src/aurora-dsql-mcp-server/skills/aws-dsql-skill","aws-dsql-skill",{"claudeCode":12},"SKILL.md frontmatter at src/aurora-dsql-mcp-server/skills/aws-dsql-skill/SKILL.md",[288],{"path":272,"priority":273},{"basePath":290,"description":10,"displayName":291,"installMethods":292,"rationale":293,"selectedPaths":294,"source":274,"sourceLanguage":18,"type":250},"src/aurora-dsql-mcp-server/skills/distributed-postgres-skill","distributed-postgres-skill",{"claudeCode":12},"SKILL.md frontmatter at src/aurora-dsql-mcp-server/skills/distributed-postgres-skill/SKILL.md",[295],{"path":272,"priority":273},{"basePath":297,"description":10,"displayName":298,"installMethods":299,"rationale":300,"selectedPaths":301,"source":274,"sourceLanguage":18,"type":250},"src/aurora-dsql-mcp-server/skills/distributed-sql-skill","distributed-sql-skill",{"claudeCode":12},"SKILL.md frontmatter at src/aurora-dsql-mcp-server/skills/distributed-sql-skill/SKILL.md",[302],{"path":272,"priority":273},{"basePath":246,"description":10,"displayName":13,"installMethods":304,"rationale":305,"selectedPaths":306,"source":274,"sourceLanguage":18,"type":250},{"claudeCode":12},"SKILL.md frontmatter at src/aurora-dsql-mcp-server/skills/dsql-skill/SKILL.md",[307,308,311,313,315,317,319,321,323,325,327,329,331,333,335,337,339,341,343,345,347,349,351,353,355,357,359,361,363,365,367,369,371,373,376,378,380,382,384,386],{"path":272,"priority":273},{"path":309,"priority":310},"references/access-control.md","medium",{"path":312,"priority":310},"references/auth/authentication-guide.md",{"path":314,"priority":310},"references/auth/connectivity-tools.md",{"path":316,"priority":310},"references/auth/scaling-guide.md",{"path":318,"priority":310},"references/ddl-migrations/batched-migration.md",{"path":320,"priority":310},"references/ddl-migrations/column-operations.md",{"path":322,"priority":310},"references/ddl-migrations/constraint-operations.md",{"path":324,"priority":310},"references/ddl-migrations/overview.md",{"path":326,"priority":310},"references/development-guide.md",{"path":328,"priority":310},"references/dsql-examples.md",{"path":330,"priority":310},"references/dsql-lint.md",{"path":332,"priority":310},"references/examples/connection.md",{"path":334,"priority":310},"references/examples/data-operations.md",{"path":336,"priority":310},"references/examples/migrations.md",{"path":338,"priority":310},"references/examples/patterns.md",{"path":340,"priority":310},"references/examples/schema.md",{"path":342,"priority":310},"references/language.md",{"path":344,"priority":310},"references/mysql-migrations/ddl-auto-increment.md",{"path":346,"priority":310},"references/mysql-migrations/ddl-batching.md",{"path":348,"priority":310},"references/mysql-migrations/ddl-column-changes.md",{"path":350,"priority":310},"references/mysql-migrations/ddl-constraints.md",{"path":352,"priority":310},"references/mysql-migrations/ddl-operations.md",{"path":354,"priority":310},"references/mysql-migrations/ddl-structural.md",{"path":356,"priority":310},"references/mysql-migrations/ddl-type-alternatives.md",{"path":358,"priority":310},"references/mysql-migrations/full-example.md",{"path":360,"priority":310},"references/mysql-migrations/type-mapping.md",{"path":362,"priority":310},"references/onboarding.md",{"path":364,"priority":310},"references/query-plan/catalog-queries.md",{"path":366,"priority":310},"references/query-plan/guc-experiments.md",{"path":368,"priority":310},"references/query-plan/plan-interpretation.md",{"path":370,"priority":310},"references/query-plan/report-format.md",{"path":372,"priority":310},"references/troubleshooting.md",{"path":374,"priority":375},"scripts/README.md","low",{"path":377,"priority":375},"scripts/cluster-info.sh",{"path":379,"priority":375},"scripts/create-cluster.sh",{"path":381,"priority":375},"scripts/delete-cluster.sh",{"path":383,"priority":375},"scripts/list-clusters.sh",{"path":385,"priority":375},"scripts/loader.sh",{"path":387,"priority":375},"scripts/psql-connect.sh",{"basePath":389,"description":390,"displayName":391,"installMethods":392,"rationale":393,"selectedPaths":394,"source":274,"sourceLanguage":18,"type":250},"src/cloudwatch-mcp-server/skills/agentcore-investigation","Investigate Bedrock AgentCore runtime sessions via CloudWatch Logs Insights — resolve session/trace IDs, query OTEL spans, filter noise, build timelines. Use when debugging AgentCore agent sessions, tracing tool calls, or analyzing latency.","agentcore-investigation",{"claudeCode":12},"SKILL.md frontmatter at src/cloudwatch-mcp-server/skills/agentcore-investigation/SKILL.md",[395,396,398],{"path":272,"priority":273},{"path":397,"priority":310},"kiro-skill-setup.md",{"path":399,"priority":310},"references/otel-span-schema.md",{"basePath":401,"installMethods":402,"rationale":404,"selectedPaths":405,"source":274,"sourceLanguage":18,"type":413},"src/mcp-lambda-handler",{"pypi":403},"awslabs.mcp-lambda-handler","cli ecosystem detected at src/mcp-lambda-handler",[406,408,410],{"path":407,"priority":273},"pyproject.toml",{"path":409,"priority":273},"README.md",{"path":411,"priority":412},"LICENSE","high","cli",{"basePath":415,"displayName":416,"installMethods":417,"rationale":418,"selectedPaths":419,"source":274,"sourceLanguage":18,"type":248},"src/ecs-mcp-server","awslabs.ecs-mcp-server",{"pypi":416},"server.json with namespace/server name at src/ecs-mcp-server/server.json",[420,422,423,424],{"path":421,"priority":273},"server.json",{"path":407,"priority":273},{"path":409,"priority":273},{"path":425,"priority":310},"awslabs/ecs_mcp_server/main.py",{"basePath":427,"displayName":428,"installMethods":429,"rationale":430,"selectedPaths":431,"source":274,"sourceLanguage":18,"type":248},"src/amazon-bedrock-agentcore-mcp-server","awslabs.amazon-bedrock-agentcore-mcp-server",{"pypi":428},"pyproject.toml with mcp/fastmcp dependency + scripts at src/amazon-bedrock-agentcore-mcp-server/pyproject.toml",[432,433,434],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":436,"displayName":437,"installMethods":438,"rationale":439,"selectedPaths":440,"source":274,"sourceLanguage":18,"type":248},"src/amazon-kendra-index-mcp-server","awslabs.amazon-kendra-index-mcp-server",{"pypi":437},"pyproject.toml with mcp/fastmcp dependency + scripts at src/amazon-kendra-index-mcp-server/pyproject.toml",[441,442,443],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":445,"displayName":446,"installMethods":447,"rationale":448,"selectedPaths":449,"source":274,"sourceLanguage":18,"type":248},"src/amazon-keyspaces-mcp-server","awslabs.amazon-keyspaces-mcp-server",{"pypi":446},"pyproject.toml with mcp/fastmcp dependency + scripts at src/amazon-keyspaces-mcp-server/pyproject.toml",[450,451,452],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":454,"displayName":455,"installMethods":456,"rationale":457,"selectedPaths":458,"source":274,"sourceLanguage":18,"type":248},"src/amazon-mq-mcp-server","awslabs.amazon-mq-mcp-server",{"pypi":455},"pyproject.toml with mcp/fastmcp dependency + scripts at src/amazon-mq-mcp-server/pyproject.toml",[459,460,461],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":463,"displayName":464,"installMethods":465,"rationale":466,"selectedPaths":467,"source":274,"sourceLanguage":18,"type":248},"src/amazon-neptune-mcp-server","awslabs.amazon-neptune-mcp-server",{"pypi":464},"pyproject.toml with mcp/fastmcp dependency + scripts at src/amazon-neptune-mcp-server/pyproject.toml",[468,469,470],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":472,"displayName":473,"installMethods":474,"rationale":475,"selectedPaths":476,"source":274,"sourceLanguage":18,"type":248},"src/amazon-qbusiness-anonymous-mcp-server","awslabs.amazon-qbusiness-anonymous-mcp-server",{"pypi":473},"pyproject.toml with mcp/fastmcp dependency + scripts at src/amazon-qbusiness-anonymous-mcp-server/pyproject.toml",[477,478,479],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":481,"displayName":482,"installMethods":483,"rationale":484,"selectedPaths":485,"source":274,"sourceLanguage":18,"type":248},"src/amazon-qindex-mcp-server","awslabs.amazon-qindex-mcp-server",{"pypi":482},"pyproject.toml with mcp/fastmcp dependency + scripts at src/amazon-qindex-mcp-server/pyproject.toml",[486,487,488],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":490,"displayName":491,"installMethods":492,"rationale":493,"selectedPaths":494,"source":274,"sourceLanguage":18,"type":248},"src/amazon-sns-sqs-mcp-server","awslabs.amazon-sns-sqs-mcp-server",{"pypi":491},"pyproject.toml with mcp/fastmcp dependency + scripts at src/amazon-sns-sqs-mcp-server/pyproject.toml",[495,496,497],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":499,"displayName":500,"installMethods":501,"rationale":502,"selectedPaths":503,"source":274,"sourceLanguage":18,"type":248},"src/amazon-translate-mcp-server","awslabs.amazon-translate-mcp-server",{"pypi":500},"pyproject.toml with mcp/fastmcp dependency + scripts at src/amazon-translate-mcp-server/pyproject.toml",[504,505,506],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":508,"displayName":509,"installMethods":510,"rationale":511,"selectedPaths":512,"source":274,"sourceLanguage":18,"type":248},"src/aurora-dsql-mcp-server","awslabs.aurora-dsql-mcp-server",{"pypi":509},"pyproject.toml with mcp/fastmcp dependency + scripts at src/aurora-dsql-mcp-server/pyproject.toml",[513,514,515],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":517,"displayName":518,"installMethods":519,"rationale":520,"selectedPaths":521,"source":274,"sourceLanguage":18,"type":248},"src/aws-api-mcp-server","awslabs.aws-api-mcp-server",{"pypi":518},"pyproject.toml with mcp/fastmcp dependency + scripts at src/aws-api-mcp-server/pyproject.toml",[522,523,524],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":526,"displayName":527,"installMethods":528,"rationale":529,"selectedPaths":530,"source":274,"sourceLanguage":18,"type":248},"src/aws-appsync-mcp-server","awslabs.aws-appsync-mcp-server",{"pypi":527},"pyproject.toml with mcp/fastmcp dependency + scripts at src/aws-appsync-mcp-server/pyproject.toml",[531,532,533],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":535,"displayName":536,"installMethods":537,"rationale":538,"selectedPaths":539,"source":274,"sourceLanguage":18,"type":248},"src/aws-bedrock-custom-model-import-mcp-server","awslabs.aws-bedrock-custom-model-import-mcp-server",{"pypi":536},"pyproject.toml with mcp/fastmcp dependency + scripts at src/aws-bedrock-custom-model-import-mcp-server/pyproject.toml",[540,541,542],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":544,"displayName":545,"installMethods":546,"rationale":547,"selectedPaths":548,"source":274,"sourceLanguage":18,"type":248},"src/aws-dataprocessing-mcp-server","awslabs.aws-dataprocessing-mcp-server",{"pypi":545},"pyproject.toml with mcp/fastmcp dependency + scripts at src/aws-dataprocessing-mcp-server/pyproject.toml",[549,550,551],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":553,"displayName":554,"installMethods":555,"rationale":556,"selectedPaths":557,"source":274,"sourceLanguage":18,"type":248},"src/aws-documentation-mcp-server","awslabs.aws-documentation-mcp-server",{"pypi":554},"pyproject.toml with mcp/fastmcp dependency + scripts at src/aws-documentation-mcp-server/pyproject.toml",[558,559,560],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":562,"displayName":563,"installMethods":564,"rationale":565,"selectedPaths":566,"source":274,"sourceLanguage":18,"type":248},"src/aws-for-sap-management-mcp-server","awslabs.aws-for-sap-management-mcp-server",{"pypi":563},"pyproject.toml with mcp/fastmcp dependency + scripts at src/aws-for-sap-management-mcp-server/pyproject.toml",[567,568,569],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":571,"displayName":572,"installMethods":573,"rationale":574,"selectedPaths":575,"source":274,"sourceLanguage":18,"type":248},"src/aws-healthomics-mcp-server","awslabs.aws-healthomics-mcp-server",{"pypi":572},"pyproject.toml with mcp/fastmcp dependency + scripts at src/aws-healthomics-mcp-server/pyproject.toml",[576,577,578],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":580,"displayName":581,"installMethods":582,"rationale":583,"selectedPaths":584,"source":274,"sourceLanguage":18,"type":248},"src/aws-iac-mcp-server","awslabs.aws-iac-mcp-server",{"pypi":581},"pyproject.toml with mcp/fastmcp dependency + scripts at src/aws-iac-mcp-server/pyproject.toml",[585,586,587],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":589,"displayName":590,"installMethods":591,"rationale":592,"selectedPaths":593,"source":274,"sourceLanguage":18,"type":248},"src/aws-iot-sitewise-mcp-server","awslabs.aws-iot-sitewise-mcp-server",{"pypi":590},"pyproject.toml with mcp/fastmcp dependency + scripts at src/aws-iot-sitewise-mcp-server/pyproject.toml",[594,595,596],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":598,"displayName":599,"installMethods":600,"rationale":601,"selectedPaths":602,"source":274,"sourceLanguage":18,"type":248},"src/aws-location-mcp-server","awslabs.aws-location-mcp-server",{"pypi":599},"pyproject.toml with mcp/fastmcp dependency + scripts at src/aws-location-mcp-server/pyproject.toml",[603,604,605],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":607,"displayName":608,"installMethods":609,"rationale":610,"selectedPaths":611,"source":274,"sourceLanguage":18,"type":248},"src/aws-network-mcp-server","awslabs.aws-network-mcp-server",{"pypi":608},"pyproject.toml with mcp/fastmcp dependency + scripts at src/aws-network-mcp-server/pyproject.toml",[612,613,614],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":616,"displayName":617,"installMethods":618,"rationale":619,"selectedPaths":620,"source":274,"sourceLanguage":18,"type":248},"src/aws-pricing-mcp-server","awslabs.aws-pricing-mcp-server",{"pypi":617},"pyproject.toml with mcp/fastmcp dependency + scripts at src/aws-pricing-mcp-server/pyproject.toml",[621,622,623],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":625,"displayName":626,"installMethods":627,"rationale":628,"selectedPaths":629,"source":274,"sourceLanguage":18,"type":248},"src/aws-serverless-mcp-server","awslabs.aws-serverless-mcp-server",{"pypi":626},"pyproject.toml with mcp/fastmcp dependency + scripts at src/aws-serverless-mcp-server/pyproject.toml",[630,631],{"path":407,"priority":273},{"path":409,"priority":273},{"basePath":633,"displayName":634,"installMethods":635,"rationale":636,"selectedPaths":637,"source":274,"sourceLanguage":18,"type":248},"src/aws-support-mcp-server","awslabs.aws-support-mcp-server",{"pypi":634},"pyproject.toml with mcp/fastmcp dependency + scripts at src/aws-support-mcp-server/pyproject.toml",[638,639],{"path":407,"priority":273},{"path":409,"priority":273},{"basePath":641,"displayName":642,"installMethods":643,"rationale":644,"selectedPaths":645,"source":274,"sourceLanguage":18,"type":248},"src/aws-transform-mcp-server","awslabs.aws-transform-mcp-server",{"pypi":642},"pyproject.toml with mcp/fastmcp dependency + scripts at src/aws-transform-mcp-server/pyproject.toml",[646,647,648],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":650,"displayName":651,"installMethods":652,"rationale":653,"selectedPaths":654,"source":274,"sourceLanguage":18,"type":248},"src/bedrock-kb-retrieval-mcp-server","awslabs.bedrock-kb-retrieval-mcp-server",{"pypi":651},"pyproject.toml with mcp/fastmcp dependency + scripts at src/bedrock-kb-retrieval-mcp-server/pyproject.toml",[655,656,657],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":659,"displayName":660,"installMethods":661,"rationale":662,"selectedPaths":663,"source":274,"sourceLanguage":18,"type":248},"src/billing-cost-management-mcp-server","awslabs.billing-cost-management-mcp-server",{"pypi":660},"pyproject.toml with mcp/fastmcp dependency + scripts at src/billing-cost-management-mcp-server/pyproject.toml",[664,665,666],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":668,"displayName":669,"installMethods":670,"rationale":671,"selectedPaths":672,"source":274,"sourceLanguage":18,"type":248},"src/ccapi-mcp-server","awslabs.ccapi-mcp-server",{"pypi":669},"pyproject.toml with mcp/fastmcp dependency + scripts at src/ccapi-mcp-server/pyproject.toml",[673,674,675],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":677,"displayName":678,"installMethods":679,"rationale":680,"selectedPaths":681,"source":274,"sourceLanguage":18,"type":248},"src/cloudtrail-mcp-server","awslabs.cloudtrail-mcp-server",{"pypi":678},"pyproject.toml with mcp/fastmcp dependency + scripts at src/cloudtrail-mcp-server/pyproject.toml",[682,683,684],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":686,"displayName":687,"installMethods":688,"rationale":689,"selectedPaths":690,"source":274,"sourceLanguage":18,"type":248},"src/cloudwatch-applicationsignals-mcp-server","awslabs.cloudwatch-applicationsignals-mcp-server",{"pypi":687},"pyproject.toml with mcp/fastmcp dependency + scripts at src/cloudwatch-applicationsignals-mcp-server/pyproject.toml",[691,692,693,694],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"path":695,"priority":375},"evals/__main__.py",{"basePath":697,"displayName":698,"installMethods":699,"rationale":700,"selectedPaths":701,"source":274,"sourceLanguage":18,"type":248},"src/cloudwatch-mcp-server","awslabs.cloudwatch-mcp-server",{"pypi":698},"pyproject.toml with mcp/fastmcp dependency + scripts at src/cloudwatch-mcp-server/pyproject.toml",[702,703,704],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":706,"displayName":707,"installMethods":708,"rationale":709,"selectedPaths":710,"source":274,"sourceLanguage":18,"type":248},"src/document-loader-mcp-server","awslabs.document-loader-mcp-server",{"pypi":707},"pyproject.toml with mcp/fastmcp dependency + scripts at src/document-loader-mcp-server/pyproject.toml",[711,712,713],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":715,"displayName":716,"installMethods":717,"rationale":718,"selectedPaths":719,"source":274,"sourceLanguage":18,"type":248},"src/documentdb-mcp-server","awslabs.documentdb-mcp-server",{"pypi":716},"pyproject.toml with mcp/fastmcp dependency + scripts at src/documentdb-mcp-server/pyproject.toml",[720,721,722],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":724,"displayName":725,"installMethods":726,"rationale":727,"selectedPaths":728,"source":274,"sourceLanguage":18,"type":248},"src/dynamodb-mcp-server","awslabs.dynamodb-mcp-server",{"pypi":725},"pyproject.toml with mcp/fastmcp dependency + scripts at src/dynamodb-mcp-server/pyproject.toml",[729,730,731],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":733,"displayName":734,"installMethods":735,"rationale":736,"selectedPaths":737,"source":274,"sourceLanguage":18,"type":248},"src/eks-mcp-server","awslabs.eks-mcp-server",{"pypi":734},"pyproject.toml with mcp/fastmcp dependency + scripts at src/eks-mcp-server/pyproject.toml",[738,739,740],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":742,"displayName":743,"installMethods":744,"rationale":745,"selectedPaths":746,"source":274,"sourceLanguage":18,"type":248},"src/elasticache-mcp-server","awslabs.elasticache-mcp-server",{"pypi":743},"pyproject.toml with mcp/fastmcp dependency + scripts at src/elasticache-mcp-server/pyproject.toml",[747,748,749],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":751,"displayName":752,"installMethods":753,"rationale":754,"selectedPaths":755,"source":274,"sourceLanguage":18,"type":248},"src/finch-mcp-server","awslabs.finch-mcp-server",{"pypi":752},"pyproject.toml with mcp/fastmcp dependency + scripts at src/finch-mcp-server/pyproject.toml",[756,757,758],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":760,"displayName":761,"installMethods":762,"rationale":763,"selectedPaths":764,"source":274,"sourceLanguage":18,"type":248},"src/healthimaging-mcp-server","awslabs.healthimaging-mcp-server",{"pypi":761},"pyproject.toml with mcp/fastmcp dependency + scripts at src/healthimaging-mcp-server/pyproject.toml",[765,766,767],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":769,"displayName":770,"installMethods":771,"rationale":772,"selectedPaths":773,"source":274,"sourceLanguage":18,"type":248},"src/healthlake-mcp-server","awslabs.healthlake-mcp-server",{"pypi":770},"pyproject.toml with mcp/fastmcp dependency + scripts at src/healthlake-mcp-server/pyproject.toml",[774,775,776],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":778,"displayName":779,"installMethods":780,"rationale":781,"selectedPaths":782,"source":274,"sourceLanguage":18,"type":248},"src/iam-mcp-server","awslabs.iam-mcp-server",{"pypi":779},"pyproject.toml with mcp/fastmcp dependency + scripts at src/iam-mcp-server/pyproject.toml",[783,784,785],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":787,"displayName":788,"installMethods":789,"rationale":790,"selectedPaths":791,"source":274,"sourceLanguage":18,"type":248},"src/lambda-tool-mcp-server","awslabs.lambda-tool-mcp-server",{"pypi":788},"pyproject.toml with mcp/fastmcp dependency + scripts at src/lambda-tool-mcp-server/pyproject.toml",[792,793,794],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":796,"displayName":797,"installMethods":798,"rationale":799,"selectedPaths":800,"source":274,"sourceLanguage":18,"type":248},"src/memcached-mcp-server","awslabs.memcached-mcp-server",{"pypi":797},"pyproject.toml with mcp/fastmcp dependency + scripts at src/memcached-mcp-server/pyproject.toml",[801,802,803],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":805,"displayName":806,"installMethods":807,"rationale":808,"selectedPaths":809,"source":274,"sourceLanguage":18,"type":248},"src/mysql-mcp-server","awslabs.mysql-mcp-server",{"pypi":806},"pyproject.toml with mcp/fastmcp dependency + scripts at src/mysql-mcp-server/pyproject.toml",[810,811,812],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":814,"displayName":815,"installMethods":816,"rationale":817,"selectedPaths":818,"source":274,"sourceLanguage":18,"type":248},"src/openapi-mcp-server","awslabs.openapi-mcp-server",{"pypi":815},"pyproject.toml with mcp/fastmcp dependency + scripts at src/openapi-mcp-server/pyproject.toml",[819,820,821],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":823,"displayName":824,"installMethods":825,"rationale":826,"selectedPaths":827,"source":274,"sourceLanguage":18,"type":248},"src/postgres-mcp-server","awslabs.postgres-mcp-server",{"pypi":824},"pyproject.toml with mcp/fastmcp dependency + scripts at src/postgres-mcp-server/pyproject.toml",[828,829,830],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":832,"displayName":833,"installMethods":834,"rationale":835,"selectedPaths":836,"source":274,"sourceLanguage":18,"type":248},"src/prometheus-mcp-server","awslabs.prometheus-mcp-server",{"pypi":833},"pyproject.toml with mcp/fastmcp dependency + scripts at src/prometheus-mcp-server/pyproject.toml",[837,838,839],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":841,"displayName":842,"installMethods":843,"rationale":844,"selectedPaths":845,"source":274,"sourceLanguage":18,"type":248},"src/redshift-mcp-server","awslabs.redshift-mcp-server",{"pypi":842},"pyproject.toml with mcp/fastmcp dependency + scripts at src/redshift-mcp-server/pyproject.toml",[846,847,848],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":850,"displayName":851,"installMethods":852,"rationale":853,"selectedPaths":854,"source":274,"sourceLanguage":18,"type":248},"src/s3-tables-mcp-server","awslabs.s3-tables-mcp-server",{"pypi":851},"pyproject.toml with mcp/fastmcp dependency + scripts at src/s3-tables-mcp-server/pyproject.toml",[855,856,857],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":859,"displayName":860,"installMethods":861,"rationale":862,"selectedPaths":863,"source":274,"sourceLanguage":18,"type":248},"src/sagemaker-ai-mcp-server","awslabs.sagemaker-ai-mcp-server",{"pypi":860},"pyproject.toml with mcp/fastmcp dependency + scripts at src/sagemaker-ai-mcp-server/pyproject.toml",[864,865,866],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":868,"displayName":869,"installMethods":870,"rationale":871,"selectedPaths":872,"source":274,"sourceLanguage":18,"type":248},"src/stepfunctions-tool-mcp-server","awslabs.stepfunctions-tool-mcp-server",{"pypi":869},"pyproject.toml with mcp/fastmcp dependency + scripts at src/stepfunctions-tool-mcp-server/pyproject.toml",[873,874,875],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":877,"displayName":878,"installMethods":879,"rationale":880,"selectedPaths":881,"source":274,"sourceLanguage":18,"type":248},"src/timestream-for-influxdb-mcp-server","awslabs.timestream-for-influxdb-mcp-server",{"pypi":878},"pyproject.toml with mcp/fastmcp dependency + scripts at src/timestream-for-influxdb-mcp-server/pyproject.toml",[882,883,884],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":886,"displayName":887,"installMethods":888,"rationale":889,"selectedPaths":890,"source":274,"sourceLanguage":18,"type":248},"src/valkey-mcp-server","awslabs.valkey-mcp-server",{"pypi":887},"pyproject.toml with mcp/fastmcp dependency + scripts at src/valkey-mcp-server/pyproject.toml",[891,892,893],{"path":407,"priority":273},{"path":409,"priority":273},{"path":411,"priority":412},{"basePath":895,"displayName":896,"installMethods":897,"rationale":898,"selectedPaths":899,"source":274,"sourceLanguage":18,"type":248},"src/well-architected-security-mcp-server","awslabs.well-architected-security-mcp-server",{"pypi":896},"pyproject.toml with mcp/fastmcp dependency + scripts at src/well-architected-security-mcp-server/pyproject.toml",[900,901],{"path":407,"priority":273},{"path":409,"priority":273},{"sources":903},[904],"manual",{"closedIssues90d":234,"description":906,"forks":235,"homepage":907,"license":241,"openIssues90d":236,"pushedAt":237,"readmeSize":232,"stars":238,"topics":908},"Open source MCP Servers for AWS","https://awslabs.github.io/mcp/",[212,248,909,910,911,912,913,914,915],"mcp-client","mcp-clients","mcp-host","mcp-server","mcp-servers","mcp-tools","modelcontextprotocol",{"classifiedAt":917,"discoverAt":918,"extractAt":919,"githubAt":919,"updatedAt":917},1778682862520,1778682853205,1778682860181,[213,212,210,13,214,217,216,215,211],{"evaluatedAt":244,"extractAt":922,"updatedAt":244},1778682862752,[],[925,951,977,1006,1034,1065],{"_creationTime":926,"_id":927,"community":928,"display":929,"identity":935,"providers":939,"relations":944,"tags":946,"workflow":947},1778683522639.4817,"k17a9cav35ya4h38sccx3r3d5d86mr2y",{"reviewCount":8},{"description":930,"installMethods":931,"name":933,"sourceUrl":934},"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":932},"bytebase/dbhub","DBHub Database Query Guide","https://github.com/bytebase/dbhub",{"basePath":936,"githubOwner":937,"githubRepo":938,"locale":18,"slug":938,"type":250},"skills/dbhub","bytebase","dbhub",{"evaluate":940,"extract":942},{"promptVersionExtension":203,"promptVersionScoring":204,"score":207,"tags":941,"targetMarket":218,"tier":219},[210,211,216,215,248,937],{"commitSha":256,"license":943},"MIT",{"repoId":945},"kd75gz890g3h6zj0xf3qtbrdjd86mpw3",[937,210,248,216,215,211],{"evaluatedAt":948,"extractAt":949,"updatedAt":950},1778683601748,1778683522639,1778683734542,{"_creationTime":952,"_id":953,"community":954,"display":955,"identity":961,"providers":965,"relations":971,"tags":973,"workflow":974},1778687399826.0325,"k17269dg7c9710vn40ysst9cbx86nekj",{"reviewCount":8},{"description":956,"installMethods":957,"name":959,"sourceUrl":960},"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":958},"github/awesome-copilot","sql-optimization","https://github.com/github/awesome-copilot",{"basePath":962,"githubOwner":963,"githubRepo":964,"locale":18,"slug":959,"type":250},"skills/sql-optimization","github","awesome-copilot",{"evaluate":966,"extract":970},{"promptVersionExtension":203,"promptVersionScoring":204,"score":207,"tags":967,"targetMarket":218,"tier":219},[211,217,968,210,969],"optimization","tuning",{"commitSha":256},{"repoId":972},"kd7dsmv976w8rtkqnjjfdtfgks86nnmw",[210,968,217,211,969],{"evaluatedAt":975,"extractAt":976,"updatedAt":975},1778689968064,1778687399826,{"_creationTime":978,"_id":979,"community":980,"display":981,"identity":987,"providers":992,"relations":999,"tags":1002,"workflow":1003},1778696691708.3262,"k1792609x2wgqvr4hn475k9xf186nene",{"reviewCount":8},{"description":982,"installMethods":983,"name":985,"sourceUrl":986},"Create a new sequentially numbered database migration with up/down SQL files",{"claudeCode":984},"ruvnet/ruflo","Migrate Create","https://github.com/ruvnet/ruflo",{"basePath":988,"githubOwner":989,"githubRepo":990,"locale":18,"slug":991,"type":250},"plugins/ruflo-migrations/skills/migrate-create","ruvnet","ruflo","migrate-create",{"evaluate":993,"extract":998},{"promptVersionExtension":203,"promptVersionScoring":204,"score":994,"tags":995,"targetMarket":218,"tier":219},99,[210,214,211,996,997],"code-generation","developer-tools",{"commitSha":256,"license":943},{"parentExtensionId":1000,"repoId":1001},"k176me0sh9b6bc3gzttnywx4w986njzh","kd7ed28gj8n0y3msk5dzrp05zs86nqtc",[996,210,997,214,211],{"evaluatedAt":1004,"extractAt":1005,"updatedAt":1004},1778700989154,1778696691708,{"_creationTime":1007,"_id":1008,"community":1009,"display":1010,"identity":1016,"providers":1020,"relations":1026,"tags":1029,"workflow":1030},1778697815468.7024,"k17fbv6g1x0t6xarhsc4jgw4rs86nk95",{"reviewCount":8},{"description":1011,"installMethods":1012,"name":1014,"sourceUrl":1015},"Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations.",{"claudeCode":1013},"supabase/agent-skills","supabase-postgres-best-practices","https://github.com/supabase/agent-skills",{"basePath":1017,"githubOwner":1018,"githubRepo":1019,"locale":18,"slug":1014,"type":250},"skills/supabase-postgres-best-practices","supabase","agent-skills",{"evaluate":1021,"extract":1025},{"promptVersionExtension":203,"promptVersionScoring":204,"score":994,"tags":1022,"targetMarket":218,"tier":219},[1023,211,217,968,215,1024],"postgres","best-practices",{"commitSha":256},{"parentExtensionId":1027,"repoId":1028},"k170hrswycfq556p713vzeqg5586nhg4","kd7dwty9y1efv0wztdwgh1x9w186n12k",[1024,968,217,1023,215,211],{"evaluatedAt":1031,"extractAt":1032,"updatedAt":1033},1778697909644,1778697815468,1778697940905,{"_creationTime":1035,"_id":1036,"community":1037,"display":1038,"identity":1044,"providers":1048,"relations":1058,"tags":1061,"workflow":1062},1778691344230.127,"k171ek0rpwqxg9vk3fqg7067jn86mq22",{"reviewCount":8},{"description":1039,"installMethods":1040,"name":1042,"sourceUrl":1043},"Designs cloud architectures, creates migration plans, generates cost optimization recommendations, and produces disaster recovery strategies across AWS, Azure, and GCP. Use when designing cloud architectures, planning migrations, or optimizing multi-cloud deployments. Invoke for Well-Architected Framework, cost optimization, disaster recovery, landing zones, security architecture, serverless design.",{"claudeCode":1041},"jeffallan/claude-skills","cloud-architect","https://github.com/jeffallan/claude-skills",{"basePath":1045,"githubOwner":1046,"githubRepo":1047,"locale":18,"slug":1042,"type":250},"skills/cloud-architect","jeffallan","claude-skills",{"evaluate":1049,"extract":1057},{"promptVersionExtension":203,"promptVersionScoring":204,"score":207,"tags":1050,"targetMarket":218,"tier":219},[1051,212,1052,1053,1054,214,1055,1056],"cloud","azure","gcp","architecture","cost-optimization","disaster-recovery",{"commitSha":256},{"parentExtensionId":1059,"repoId":1060},"k177fx0q0bsftkws6j1av221j186ndt6","kd77w37et655xneae33d1p2d2n86ncxp",[1054,212,1052,1051,1055,1056,1053,214],{"evaluatedAt":1063,"extractAt":1064,"updatedAt":1063},1778691534007,1778691344230,{"_creationTime":1066,"_id":1067,"community":1068,"display":1069,"identity":1073,"providers":1075,"relations":1082,"tags":1083,"workflow":1084},1778696691708.3264,"k179thjzaw5kepc7zhdj9sat3n86mcqp",{"reviewCount":8},{"description":1070,"installMethods":1071,"name":1072,"sourceUrl":986},"Validate pending migrations for foreign key consistency, rollback safety, and best practices",{"claudeCode":984},"migrate-validate",{"basePath":1074,"githubOwner":989,"githubRepo":990,"locale":18,"slug":1072,"type":250},"plugins/ruflo-migrations/skills/migrate-validate",{"evaluate":1076,"extract":1081},{"promptVersionExtension":203,"promptVersionScoring":204,"score":207,"tags":1077,"targetMarket":218,"tier":219},[210,1078,211,1079,1080,997],"migrations","validation","code-quality",{"commitSha":256},{"parentExtensionId":1000,"repoId":1001},[1080,210,997,1078,211,1079],{"evaluatedAt":1085,"extractAt":1005,"updatedAt":1085},1778701008912]