[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"extension-plugin-clickhouse-agent-skills-en":3,"guides-for-clickhouse-agent-skills":572,"similar-k171w0wat3qnkfpas7mn7yqtb986mfgf-en":573},{"_creationTime":4,"_id":5,"children":6,"community":170,"display":171,"evaluation":174,"identity":405,"isFallback":396,"parentExtension":408,"providers":433,"relations":439,"repo":440,"tags":569,"workflow":570},1778683910609.9004,"k171w0wat3qnkfpas7mn7yqtb986mfgf",[7,46,71,97,122,147],{"_creationTime":8,"_id":9,"community":10,"display":12,"identity":18,"providers":24,"relations":40,"tags":42,"workflow":43},1778683910609.901,"k175fytrqb2bcz2bg505w804j986m6he",{"reviewCount":11},0,{"description":13,"installMethods":14,"name":16,"sourceUrl":17},"Drop-in pandas replacement with ClickHouse performance. Use `import chdb.datastore as pd` (or `from datastore import DataStore`) and write standard pandas code — same API, 10-100x faster on large datasets. Supports 16+ data sources (MySQL, PostgreSQL, S3, MongoDB, ClickHouse, Iceberg, Delta Lake, etc.) and 10+ file formats (Parquet, CSV, JSON, Arrow, ORC, etc.) with cross-source joins. Use this skill when the user wants to analyze data with pandas-style syntax, speed up slow pandas code, query remote databases or cloud storage as DataFrames, or join data across different sources — even if they don't explicitly mention chdb or DataStore. Do NOT use for raw SQL queries, ClickHouse server administration, or non-Python languages.",{"claudeCode":15},"clickhouse/agent-skills","chdb-datastore","https://github.com/clickhouse/agent-skills",{"basePath":19,"githubOwner":20,"githubRepo":21,"locale":22,"slug":16,"type":23},"skills/chdb-datastore","clickhouse","agent-skills","en","skill",{"evaluate":25,"extract":38},{"promptVersionExtension":26,"promptVersionScoring":27,"score":28,"tags":29,"targetMarket":36,"tier":37},"3.0.0","4.4.0",95,[30,31,20,32,33,34,35],"data-analysis","pandas","sql","dataframe","etl","data-integration","global","verified",{"commitSha":39},"HEAD",{"parentExtensionId":5,"repoId":41},"kd7723v6kvsmj7pd0jntz17bkn86ne4f",[20,30,35,33,34,31,32],{"evaluatedAt":44,"extractAt":45,"updatedAt":44},1778684010861,1778683910609,{"_creationTime":47,"_id":48,"community":49,"display":50,"identity":54,"providers":56,"relations":66,"tags":67,"workflow":68},1778683910609.9011,"k17c4ydtqa4by58w512pxnpgan86n7a4",{"reviewCount":11},{"description":51,"installMethods":52,"name":53,"sourceUrl":17},"In-process ClickHouse SQL engine for Python — run ClickHouse SQL queries directly on local files, remote databases, and cloud storage without a server. Use when the user wants to write SQL queries against Parquet/CSV/ JSON files, use ClickHouse table functions (mysql(), s3(), postgresql(), iceberg(), deltaLake() etc.), build stateful analytical pipelines with Session, use parametrized queries, window functions, or other advanced ClickHouse SQL features. Also use when the user explicitly mentions chdb.query(), ClickHouse SQL syntax, or wants cross-source SQL joins. Do NOT use for pandas-style DataFrame operations — use chdb-datastore instead.",{"claudeCode":15},"chdb-sql",{"basePath":55,"githubOwner":20,"githubRepo":21,"locale":22,"slug":53,"type":23},"skills/chdb-sql",{"evaluate":57,"extract":65},{"promptVersionExtension":26,"promptVersionScoring":27,"score":58,"tags":59,"targetMarket":36,"tier":37},98,[32,20,60,61,30,62,63,64],"query","python","parquet","csv","json",{"commitSha":39},{"parentExtensionId":5,"repoId":41},[20,63,30,64,62,61,60,32],{"evaluatedAt":69,"extractAt":45,"updatedAt":70},1778684035570,1778684302501,{"_creationTime":72,"_id":73,"community":74,"display":75,"identity":79,"providers":82,"relations":92,"tags":93,"workflow":94},1778683910609.9014,"k176nr2fweps4ywv6teh9kfcvn86nvpz",{"reviewCount":11},{"description":76,"installMethods":77,"name":78,"sourceUrl":17},"MUST USE when designing ClickHouse architectures, selecting between ingestion or modeling patterns, or translating best practices into workload-specific system designs. Complements clickhouse-best-practices with decision frameworks and explicit provenance labels.",{"claudeCode":15},"ClickHouse Architecture Advisor",{"basePath":80,"githubOwner":20,"githubRepo":21,"locale":22,"slug":81,"type":23},"skills/clickhouse-architecture-advisor","clickhouse-architecture-advisor",{"evaluate":83,"extract":90},{"promptVersionExtension":26,"promptVersionScoring":27,"score":84,"tags":85,"targetMarket":36,"tier":89},75,[20,86,87,88,32],"database","architecture","design","community",{"commitSha":39,"license":91},"Apache-2.0",{"parentExtensionId":5,"repoId":41},[87,20,86,88,32],{"evaluatedAt":95,"extractAt":45,"updatedAt":96},1778684057284,1778684302829,{"_creationTime":98,"_id":99,"community":100,"display":101,"identity":105,"providers":108,"relations":117,"tags":118,"workflow":119},1778683910609.9016,"k17cwmsnj5cbb1s2zvz5waqwvx86n75w",{"reviewCount":11},{"description":102,"installMethods":103,"name":104,"sourceUrl":17},"MUST USE when reviewing ClickHouse schemas, queries, or configurations. Contains 31 rules that MUST be checked before providing recommendations. Always read relevant rule files and cite specific rules in responses.",{"claudeCode":15},"ClickHouse Best Practices",{"basePath":106,"githubOwner":20,"githubRepo":21,"locale":22,"slug":107,"type":23},"skills/clickhouse-best-practices","clickhouse-best-practices",{"evaluate":109,"extract":116},{"promptVersionExtension":26,"promptVersionScoring":27,"score":110,"tags":111,"targetMarket":36,"tier":89},88,[20,86,112,113,60,114,115],"optimization","schema","performance","data-ingestion",{"commitSha":39,"license":91},{"parentExtensionId":5,"repoId":41},[20,115,86,112,114,60,113],{"evaluatedAt":120,"extractAt":45,"updatedAt":121},1778684090643,1778684302987,{"_creationTime":123,"_id":124,"community":125,"display":126,"identity":130,"providers":133,"relations":142,"tags":143,"workflow":144},1778683910609.902,"k170qjwkrhj3k8mt2rh6x7nhhn86ma0f",{"reviewCount":11},{"description":127,"installMethods":128,"name":129,"sourceUrl":17},"Use when a user wants to deploy ClickHouse to the cloud, go to production, use ClickHouse Cloud, host a managed ClickHouse service, or migrate from a local ClickHouse setup to ClickHouse Cloud.",{"claudeCode":15},"ClickHouse Cloud Deployer",{"basePath":131,"githubOwner":20,"githubRepo":21,"locale":22,"slug":132,"type":23},"skills/clickhousectl-cloud-deploy","clickhousectl-cloud-deploy",{"evaluate":134,"extract":141},{"promptVersionExtension":26,"promptVersionScoring":27,"score":135,"tags":136,"targetMarket":36,"tier":37},94,[20,137,138,139,140],"cloud","deployment","migration","cli",{"commitSha":39,"license":91},{"parentExtensionId":5,"repoId":41},[140,20,137,138,139],{"evaluatedAt":145,"extractAt":45,"updatedAt":146},1778684131149,1778684303365,{"_creationTime":148,"_id":149,"community":150,"display":151,"identity":155,"providers":158,"relations":165,"tags":166,"workflow":167},1778683910609.9023,"k178zq7gpm99g8wnangjnqyb4n86nga9",{"reviewCount":11},{"description":152,"installMethods":153,"name":154,"sourceUrl":17},"Use when a user wants to build an application with ClickHouse, set up a local ClickHouse development environment, install ClickHouse, create a local server, create tables, or start developing with ClickHouse. Covers the full flow from zero to a working local ClickHouse setup.",{"claudeCode":15},"ClickHousectl Local Dev",{"basePath":156,"githubOwner":20,"githubRepo":21,"locale":22,"slug":157,"type":23},"skills/clickhousectl-local-dev","clickhousectl-local-dev",{"evaluate":159,"extract":164},{"promptVersionExtension":26,"promptVersionScoring":27,"score":160,"tags":161,"targetMarket":36,"tier":89},87,[20,86,162,140,163],"development","local-setup",{"commitSha":39,"license":91},{"parentExtensionId":5,"repoId":41},[140,20,86,162,163],{"evaluatedAt":168,"extractAt":45,"updatedAt":169},1778684162697,1778684303580,{"reviewCount":11},{"description":172,"installMethods":173,"name":107,"sourceUrl":17},"28 best practice rules for ClickHouse schema design, query optimization, and data ingestion — prioritized by impact",{"claudeCode":107},{"_creationTime":175,"_id":176,"extensionId":5,"locale":22,"result":177,"trustSignals":387,"workflow":403},1778683955196.6226,"kn7aktmxxywh4dzsqdg07z6p0d86nckh",{"checks":178,"evaluatedAt":362,"extensionSummary":363,"features":364,"nonGoals":370,"promptVersionExtension":26,"promptVersionScoring":27,"purpose":374,"rationale":375,"score":376,"summary":377,"tags":378,"targetMarket":36,"tier":37,"useCases":381},[179,184,187,190,194,197,201,206,209,212,216,220,223,227,230,233,236,239,242,245,249,253,257,261,265,268,271,274,278,281,284,287,290,293,296,300,304,308,311,315,318,321,324,327,330,333,336,339,341,344,348,351,354,358],{"category":180,"check":181,"severity":182,"summary":183},"Practical Utility","Problem relevance","pass","The description clearly states the problem of adopting best practices for ClickHouse schema design, query optimization, and data ingestion.",{"category":180,"check":185,"severity":182,"summary":186},"Unique selling proposition","The skills provide 28 prioritized rules for ClickHouse, offering specific guidance beyond general database knowledge.",{"category":180,"check":188,"severity":182,"summary":189},"Production readiness","The plugin bundles multiple skills that collectively cover the lifecycle of working with ClickHouse, from development to optimization and cloud deployment.",{"category":191,"check":192,"severity":182,"summary":193},"Scope","Single responsibility principle","The plugin consolidates skills related to ClickHouse, including best practices, architecture, chdb, and deployment, which are coherently themed.",{"category":191,"check":195,"severity":182,"summary":196},"Description quality","The displayed description accurately reflects the content and purpose of the plugin's bundled skills.",{"category":198,"check":199,"severity":182,"summary":200},"Invocation","Scoped tools","The plugin exposes skills with specific names and purposes, such as 'clickhouse-best-practices' and 'clickhousectl-cloud-deploy', rather than generalist commands.",{"category":202,"check":203,"severity":204,"summary":205},"Documentation","Configuration & parameter reference","not_applicable","This check is not applicable as the plugin does not expose configuration parameters or environment variables directly; its functionality is managed via the skills it bundles.",{"category":191,"check":207,"severity":182,"summary":208},"Tool naming","The bundled skills have descriptive names like 'clickhouse-best-practices' and 'chdb-datastore'.",{"category":191,"check":210,"severity":182,"summary":211},"Minimal I/O surface","The skills are designed for specific ClickHouse tasks and do not appear to have overly broad input or output schemas.",{"category":213,"check":214,"severity":182,"summary":215},"License","License usability","The plugin is licensed under Apache 2.0, a permissive open-source license, as indicated in the plugin.json and LICENSE file.",{"category":217,"check":218,"severity":182,"summary":219},"Maintenance","Commit recency","The repository has recent commits as of 2026-05-13, indicating active maintenance.",{"category":217,"check":221,"severity":182,"summary":222},"Dependency Management","The plugin relies on Python packages for chdb and uses standard installation methods, implying reasonable dependency management practices.",{"category":224,"check":225,"severity":182,"summary":226},"Security","Secret Management","The ClickHouse Cloud deployment skill mentions handling API keys but routes them through `clickhousectl cloud login`, implying secure handling rather than direct embedding.",{"category":224,"check":228,"severity":182,"summary":229},"Injection","The skills are designed for specific database operations and do not appear to load or execute untrusted third-party code.",{"category":224,"check":231,"severity":182,"summary":232},"Transitive Supply-Chain Grenades","The plugin bundles local skills and uses standard package installation, with no indication of fetching or executing remote code at runtime.",{"category":224,"check":234,"severity":182,"summary":235},"Sandbox Isolation","The skills operate within the Python environment and interact with ClickHouse via documented APIs or CLI tools, not by manipulating arbitrary file paths outside their scope.",{"category":224,"check":237,"severity":182,"summary":238},"Sandbox escape primitives","No evidence of detached processes or retry loops around denied tool calls was found in the provided skill scripts.",{"category":224,"check":240,"severity":182,"summary":241},"Data Exfiltration","The skills focus on database operations and deployment configurations, with no indication of reading or submitting confidential data to third parties.",{"category":224,"check":243,"severity":182,"summary":244},"Hidden Text Tricks","The bundled markdown files and scripts appear to be free of hidden steering tricks or obfuscation.",{"category":246,"check":247,"severity":182,"summary":248},"Hooks","Opaque code execution","The provided skill code is in plain markdown and bash, with no obfuscated or base64-encoded payloads.",{"category":250,"check":251,"severity":182,"summary":252},"Portability","Structural Assumption","The local development setup skill guides the creation of a standard directory structure, but it's adaptable, and other skills operate on defined inputs.",{"category":254,"check":255,"severity":182,"summary":256},"Trust","Issues Attention","With 2 open and 0 closed issues in the last 90 days, maintainers are responsive to new issues.",{"category":258,"check":259,"severity":182,"summary":260},"Versioning","Release Management","The plugin has a `manifestVersion` of 0.3.0 and the `clickhouse-best-practices` skill has a version of 0.4.0, indicating versioning is in place.",{"category":262,"check":263,"severity":182,"summary":264},"Code Execution","Validation","The skills rely on `clickhousectl` and Python libraries which generally have input validation, and the SQL skills execute specific queries.",{"category":224,"check":266,"severity":182,"summary":267},"Unguarded Destructive Operations","Destructive operations like cloud deployment or local server creation are gated by explicit user commands and confirmation.",{"category":262,"check":269,"severity":182,"summary":270},"Error Handling","The skills and bundled CLI tools are expected to handle errors gracefully, providing user feedback or exiting non-zero.",{"category":262,"check":272,"severity":204,"summary":273},"Logging","The extension itself does not perform destructive actions or outbound calls that would necessitate local audit logging; CLI tools handle their own logging.",{"category":275,"check":276,"severity":204,"summary":277},"Compliance","GDPR","The extension does not operate on personal data; it configures and interacts with database instances.",{"category":275,"check":279,"severity":182,"summary":280},"Target market","The extension is globally applicable for developing with ClickHouse, with no regional restrictions identified.",{"category":250,"check":282,"severity":182,"summary":283},"Runtime stability","The skills are designed for standard Python environments and CLI tools, with no specific OS or shell dependencies mentioned beyond Python 3.9+.",{"category":202,"check":285,"severity":182,"summary":286},"README","The README is comprehensive, detailing installation, available skills, quick start, and supported agents.",{"category":191,"check":288,"severity":182,"summary":289},"Tool surface size","The plugin bundles 4 distinct skills, which is a manageable surface area.",{"category":198,"check":291,"severity":182,"summary":292},"Overlapping near-synonym tools","The bundled skills have distinct names and purposes, avoiding near-synonym tool overlaps.",{"category":202,"check":294,"severity":182,"summary":295},"Phantom features","All features mentioned in the README correspond to the bundled skills and their documented capabilities.",{"category":297,"check":298,"severity":182,"summary":299},"Install","Installation instruction","Clear installation instructions are provided via npx and clickhousectl, with usage examples.",{"category":301,"check":302,"severity":182,"summary":303},"Errors","Actionable error messages","The CLI tools and skill descriptions imply that errors will be actionable and provide guidance.",{"category":305,"check":306,"severity":182,"summary":307},"Execution","Pinned dependencies","Python dependencies are managed via pip, and the `chdb` skill specifies compatibility, implying standard dependency pinning.",{"category":191,"check":309,"severity":204,"summary":310},"Dry-run preview","The plugin's skills are primarily for development setup, schema management, and data analysis, not state-changing operations requiring dry-run modes.",{"category":312,"check":313,"severity":204,"summary":314},"Protocol","Idempotent retry & timeouts","This check is not applicable as the skills do not involve remote mutating operations with retry logic; they focus on local setup and direct queries.",{"category":275,"check":316,"severity":182,"summary":317},"Telemetry opt-in","No telemetry is mentioned or implemented in the provided skill code, thus adhering to opt-in principles by default.",{"category":198,"check":319,"severity":182,"summary":320},"Name collisions","The bundled skills have distinct names and are organized logically, avoiding collisions with each other or built-in agent commands.",{"category":198,"check":322,"severity":204,"summary":323},"Hooks-off mechanism","This plugin does not appear to use hooks that would require a hooks-off mechanism.",{"category":198,"check":325,"severity":204,"summary":326},"Hook matcher tightness","This plugin does not appear to use hooks.",{"category":224,"check":328,"severity":204,"summary":329},"Hook security","This plugin does not appear to use hooks that would require security gating.",{"category":246,"check":331,"severity":204,"summary":332},"Silent prompt rewriting","This plugin does not appear to use UserPromptSubmit hooks.",{"category":224,"check":334,"severity":204,"summary":335},"Permission Hook","This plugin does not appear to use PermissionRequest hooks.",{"category":275,"check":337,"severity":204,"summary":338},"Hook privacy","This plugin does not appear to use hooks for logging or telemetry.",{"category":262,"check":340,"severity":204,"summary":326},"Hook dependency",{"category":202,"check":342,"severity":182,"summary":343},"Feature Transparency","All critical functionality is described in the README, and the plugin.json lists the bundled skills.",{"category":345,"check":346,"severity":182,"summary":347},"Convention","Layout convention adherence","The plugin structure follows standard conventions, with skills organized under respective directories and plugin.json correctly placed.",{"category":345,"check":349,"severity":182,"summary":350},"Plugin state","The local development setup skill manages state within the project directory, adhering to expected conventions.",{"category":224,"check":352,"severity":182,"summary":353},"Keychain-stored secrets","The `clickhousectl cloud login` command, used for cloud deployment, likely handles secrets securely, aligning with keychain storage principles.",{"category":355,"check":356,"severity":182,"summary":357},"Dependencies","Tagged release sourcing","The plugin relies on standard package management (pip for chdb) and a stable CLI tool (`clickhousectl`), implying sourced from tagged releases.",{"category":359,"check":360,"severity":182,"summary":361},"Installation","Clean uninstall","The plugin installs skills and CLIs that are typically managed by their respective package managers or installers, allowing for clean removal.",1778683955083,"This plugin bundles several official ClickHouse agent skills, including best practices for schema design and query optimization, a Python-based ClickHouse SQL engine (chdb), a pandas-compatible interface for ClickHouse, and ClickHouse Cloud deployment tools.",[365,366,367,368,369],"ClickHouse best practices and rules","In-process ClickHouse SQL engine (chdb)","Pandas-compatible DataFrame API (chdb DataStore)","Local ClickHouse development environment setup","ClickHouse Cloud deployment guidance",[371,372,373],"Providing a full ClickHouse server management interface","Replacing all database administration tasks","Directly interacting with ClickHouse Cloud infrastructure beyond deployment guidance","To empower AI agents with comprehensive ClickHouse expertise, enabling efficient database development, optimization, and cloud deployment.","High quality extension with a clear purpose, well-documented skills, and active maintenance. No critical or warning findings.",97,"A high-quality plugin providing essential ClickHouse development and deployment tools.",[20,86,32,61,379,380],"devops","analytics",[382,383,384,385,386],"Optimizing ClickHouse schemas and queries","Analyzing data using pandas-style syntax with ClickHouse performance","Running SQL queries directly on files or remote databases without a server","Setting up a local ClickHouse instance for development","Deploying applications to ClickHouse Cloud",{"codeQuality":388,"collectedAt":390,"documentation":391,"maintenance":394,"security":401,"testCoverage":402},{"hasLockfile":389},true,1778683930067,{"descriptionLength":392,"readmeSize":393},115,6756,{"closedIssues90d":11,"forks":395,"hasChangelog":396,"manifestVersion":397,"openIssues90d":398,"pushedAt":399,"stars":400},25,false,"0.3.0",2,1778669462000,425,{"hasNpmPackage":396,"license":91,"smitheryVerified":396},{"hasCi":389,"hasTests":396},{"updatedAt":404},1778683955196,{"basePath":406,"githubOwner":20,"githubRepo":21,"locale":22,"slug":21,"type":407},"","plugin",{"_creationTime":409,"_id":410,"community":411,"display":412,"identity":416,"parentExtension":418,"providers":419,"relations":428,"tags":429,"workflow":430},1778683910609.9001,"k1790kh9nnyedb58t0bhb9k83s86mcna",{"reviewCount":11},{"description":413,"installMethods":414,"name":415,"sourceUrl":17},"Official ClickHouse best practices for Claude 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skills/clickhouse-architecture-advisor/SKILL.md",[520,521,522,524,526,528,530],{"path":487,"priority":452},{"path":454,"priority":457},{"path":523,"priority":469},"AGENTS.md",{"path":525,"priority":496},"examples/README.md",{"path":527,"priority":496},"examples/finserv-market-surveillance.md",{"path":529,"priority":496},"examples/observability-high-throughput.md",{"path":531,"priority":496},"examples/siem-security-analytics.md",{"basePath":106,"description":102,"displayName":107,"installMethods":533,"rationale":534,"selectedPaths":535,"source":458,"sourceLanguage":22,"type":23},{"claudeCode":15},"SKILL.md frontmatter at skills/clickhouse-best-practices/SKILL.md",[536,537,538],{"path":487,"priority":452},{"path":454,"priority":457},{"path":523,"priority":469},{"basePath":540,"description":541,"displayName":542,"installMethods":543,"rationale":544,"selectedPaths":545,"source":458,"sourceLanguage":22,"type":23},"skills/clickhouse-client-js/clickhouse-js-node-troubleshooting","Troubleshoot and resolve common issues with the ClickHouse Node.js client (@clickhouse/client). Use this skill whenever a user reports errors, unexpected behavior, or configuration questions involving the Node.js client specifically — including socket hang-up errors, Keep-Alive problems, stream handling issues, data type mismatches, read-only user restrictions, proxy/TLS setup problems, or long-running query timeouts. Trigger even when the user hasn't precisely named the issue; vague symptoms like \"my inserts keep failing\" or \"connection drops randomly\" in a Node.js context are strong signals to use this skill. 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