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evaluating individual tools is not applicable at this level.",{"category":44,"check":45,"severity":41,"summary":46},"Documentation","Configuration & parameter reference","There are no user-configurable parameters or options exposed by this plugin that require documentation.",{"category":32,"check":48,"severity":41,"summary":49},"Tool naming","This is a plugin, not a CLI or toolset with user-facing command names to evaluate.",{"category":32,"check":51,"severity":41,"summary":52},"Minimal I/O surface","This is a plugin; I/O surface of individual skills/tools is not evaluated here.",{"category":54,"check":55,"severity":23,"summary":56},"License","License usability","The project includes a LICENSE file clearly indicating the Apache-2.0 license, and this SPDX identifier is also present in the SKILL.md frontmatter.",{"category":58,"check":59,"severity":23,"summary":60},"Maintenance","Commit recency","The last commit was on 2026-05-13, which is within the last 3 months.",{"category":58,"check":62,"severity":41,"summary":63},"Dependency Management","The extension does not appear to have any third-party dependencies that would require management.",{"category":65,"check":66,"severity":41,"summary":67},"Security","Secret Management","The extension does not appear to handle or require any secrets.",{"category":65,"check":69,"severity":23,"summary":70},"Injection","The skill's logic appears to treat external data as instructions and does not download remote content at runtime.",{"category":65,"check":72,"severity":23,"summary":73},"Transitive Supply-Chain Grenades","The extension does not fetch external files or scripts at runtime, keeping all content within the committed bundle.",{"category":65,"check":75,"severity":23,"summary":76},"Sandbox Isolation","The skill operates within its defined scope and does not appear to modify files outside the project folder or use absolute paths.",{"category":65,"check":78,"severity":23,"summary":79},"Sandbox escape primitives","No evidence of detached-process spawns or deny-retry loops that could indicate sandbox escape attempts.",{"category":65,"check":81,"severity":23,"summary":82},"Data Exfiltration","The extension does not appear to read or submit confidential data to a third party.",{"category":65,"check":84,"severity":23,"summary":85},"Hidden Text Tricks","The bundled content appears free of hidden-steering tricks or obfuscation characters.",{"category":87,"check":88,"severity":23,"summary":89},"Hooks","Opaque code execution","The skill's code is plain and readable, with no signs of obfuscation, base64 payloads, or runtime script fetching.",{"category":91,"check":92,"severity":23,"summary":93},"Portability","Structural Assumption","The skill makes no structural assumptions about user project organization outside of its bundle.",{"category":95,"check":96,"severity":97,"summary":98},"Trust","Issues Attention","warning","There were 2 issues opened in the last 90 days and 0 closed, indicating slow or non-existent maintainer response to new issues.",{"category":100,"check":101,"severity":23,"summary":102},"Versioning","Release Management","The SKILL.md frontmatter declares a version ('0.1.0'), which is a meaningful semver.",{"category":104,"check":105,"severity":41,"summary":106},"Code Execution","Validation","The plugin itself does not expose tools or commands with parameter schemas requiring validation; this applies to individual skills.",{"category":65,"check":108,"severity":23,"summary":109},"Unguarded Destructive Operations","The skill is analytical and does not perform any destructive operations.",{"category":104,"check":111,"severity":23,"summary":112},"Error Handling","The skill logic appears to handle errors gracefully, with clear reporting in the structured output.",{"category":104,"check":114,"severity":41,"summary":115},"Logging","The extension is analytical and does not perform actions that would require audit logging.",{"category":117,"check":118,"severity":41,"summary":119},"Compliance","GDPR","The skill does not operate on personal data.",{"category":117,"check":121,"severity":23,"summary":122},"Target market","The extension's logic is general to ClickHouse architecture and does not contain regional or jurisdictional restrictions; targetMarket is 'global'.",{"category":91,"check":124,"severity":23,"summary":125},"Runtime stability","The skill is written in Python and appears to be compatible with standard Python environments without OS-specific assumptions.",{"category":44,"check":127,"severity":23,"summary":128},"README","The README file exists and clearly states the extension's purpose of providing ClickHouse architecture guidance.",{"category":32,"check":130,"severity":41,"summary":131},"Tool surface size","This is a plugin, not a direct toolset. The size of individual skills' tools is not evaluated here.",{"category":39,"check":133,"severity":41,"summary":134},"Overlapping near-synonym tools","This is a plugin; evaluating overlapping tools is not applicable at this level.",{"category":44,"check":136,"severity":23,"summary":137},"Phantom features","All features described in the README and SKILL.md have corresponding implementations within the skill.",{"category":139,"check":140,"severity":41,"summary":141},"Install","Installation instruction","The extension is a plugin and is installed via `claudeCode` or similar, not requiring specific manual installation instructions or authentication setup in the README.",{"category":143,"check":144,"severity":23,"summary":145},"Errors","Actionable error messages","The skill's error handling provides clear messages that name the failure and offer remediation steps.",{"category":147,"check":148,"severity":41,"summary":149},"Execution","Pinned dependencies","The extension does not use third-party dependencies that require pinning.",{"category":32,"check":151,"severity":41,"summary":152},"Dry-run preview","The extension is analytical and does not perform state-changing operations or outbound data sending.",{"category":154,"check":155,"severity":41,"summary":156},"Protocol","Idempotent retry & timeouts","The extension is analytical and does not perform mutating operations or remote calls.",{"category":117,"check":158,"severity":23,"summary":159},"Telemetry opt-in","There is no evidence of telemetry being emitted by this extension.",{"category":39,"check":161,"severity":41,"summary":162},"Name collisions","This plugin contains only one skill; therefore, there are no internal name collisions to evaluate.",{"category":39,"check":164,"severity":41,"summary":165},"Hooks-off mechanism","This plugin does not appear to implement custom hooks that would require a hooks-off mechanism.",{"category":39,"check":167,"severity":41,"summary":168},"Hook matcher tightness","The plugin 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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.","chdb-datastore",{"claudeCode":263},"SKILL.md frontmatter at skills/chdb-datastore/SKILL.md",[351,352,353,356,358,360],{"path":343,"priority":307},{"path":309,"priority":312},{"path":354,"priority":355},"examples/examples.md","low",{"path":357,"priority":326},"references/api-reference.md",{"path":359,"priority":326},"references/connectors.md",{"path":361,"priority":355},"scripts/verify_install.py","skill",{"basePath":364,"description":365,"displayName":366,"installMethods":367,"rationale":368,"selectedPaths":369,"source":313,"sourceLanguage":17,"type":362},"skills/chdb-sql","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.","chdb-sql",{"claudeCode":263},"SKILL.md frontmatter at skills/chdb-sql/SKILL.md",[370,371,372,373,374,376,378],{"path":343,"priority":307},{"path":309,"priority":312},{"path":354,"priority":355},{"path":357,"priority":326},{"path":375,"priority":326},"references/sql-functions.md",{"path":377,"priority":326},"references/table-functions.md",{"path":361,"priority":355},{"basePath":253,"description":380,"displayName":12,"installMethods":381,"rationale":382,"selectedPaths":383,"source":313,"sourceLanguage":17,"type":362},"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":263},"SKILL.md frontmatter at skills/clickhouse-architecture-advisor/SKILL.md",[384,385,386,388,390,392,394],{"path":343,"priority":307},{"path":309,"priority":312},{"path":387,"priority":326},"AGENTS.md",{"path":389,"priority":355},"examples/README.md",{"path":391,"priority":355},"examples/finserv-market-surveillance.md",{"path":393,"priority":355},"examples/observability-high-throughput.md",{"path":395,"priority":355},"examples/siem-security-analytics.md",{"basePath":397,"description":398,"displayName":316,"installMethods":399,"rationale":400,"selectedPaths":401,"source":313,"sourceLanguage":17,"type":362},"skills/clickhouse-best-practices","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":263},"SKILL.md frontmatter at skills/clickhouse-best-practices/SKILL.md",[402,403,404],{"path":343,"priority":307},{"path":309,"priority":312},{"path":387,"priority":326},{"basePath":406,"description":407,"displayName":408,"installMethods":409,"rationale":410,"selectedPaths":411,"source":313,"sourceLanguage":17,"type":362},"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. Do NOT use for browser/Web client issues.\n","clickhouse-js-node-troubleshooting",{"claudeCode":263},"SKILL.md frontmatter at skills/clickhouse-client-js/clickhouse-js-node-troubleshooting/SKILL.md",[412],{"path":343,"priority":307},{"basePath":414,"description":415,"displayName":416,"installMethods":417,"rationale":418,"selectedPaths":419,"source":313,"sourceLanguage":17,"type":362},"skills/clickhousectl-cloud-deploy","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.","clickhousectl-cloud-deploy",{"claudeCode":263},"SKILL.md frontmatter at skills/clickhousectl-cloud-deploy/SKILL.md",[420],{"path":343,"priority":307},{"basePath":422,"description":423,"displayName":424,"installMethods":425,"rationale":426,"selectedPaths":427,"source":313,"sourceLanguage":17,"type":362},"skills/clickhousectl-local-dev","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.","clickhousectl-local-dev",{"claudeCode":263},"SKILL.md frontmatter at skills/clickhousectl-local-dev/SKILL.md",[428],{"path":343,"priority":307},{"sources":430},[431],"manual",{"closedIssues90d":8,"description":433,"forks":242,"homepage":434,"license":248,"openIssues90d":244,"pushedAt":245,"readmeSize":240,"stars":246,"topics":435},"The official Agent Skills for ClickHouse and ClickHouse Cloud","https://clickhouse.ai",[436,222],"agents",{"classifiedAt":438,"discoverAt":439,"extractAt":440,"githubAt":440,"updatedAt":438},1778683910082,1778683905800,1778683908184,[224,222,226,223,225],{"evaluatedAt":251,"extractAt":288,"updatedAt":443},1778684302322,[],[446,475,500,522,553,574],{"_creationTime":447,"_id":448,"community":449,"display":450,"identity":455,"providers":458,"relations":468,"tags":471,"workflow":472},1778699018122.774,"k170dy18g9z1pz7bvvzssny3zd86mnm7",{"reviewCount":8},{"description":451,"installMethods":452,"name":453,"sourceUrl":454},"Database architecture, schema design, and SQL optimization for production systems",{"claudeCode":453},"database-design","https://github.com/wshobson/agents",{"basePath":456,"githubOwner":457,"githubRepo":436,"locale":17,"slug":453,"type":255},"plugins/database-design","wshobson",{"evaluate":459,"extract":464},{"promptVersionExtension":215,"promptVersionScoring":216,"score":460,"tags":461,"targetMarket":227,"tier":277},99,[223,274,462,463,224],"schema","optimization",{"commitSha":279,"license":465,"plugin":466},"MIT",{"mcpCount":8,"provider":282,"skillCount":467},1,{"parentExtensionId":469,"repoId":470},"k17cywe30jfsfw3cdpncjfn8y186nvyw","kd74de64zj0axtg5b8t7eqqe2x86nske",[224,223,463,462,274],{"evaluatedAt":473,"extractAt":474,"updatedAt":473},1778699594474,1778699018122,{"_creationTime":476,"_id":477,"community":478,"display":479,"identity":483,"providers":485,"relations":496,"tags":497,"workflow":498},1778699018122.7773,"k1780kpz55ez4bvjdyenxkgz9586m1nf",{"reviewCount":8},{"description":480,"installMethods":481,"name":482,"sourceUrl":454},"Cross-platform application development coordinating web, iOS, Android, and desktop implementations",{"claudeCode":482},"multi-platform-apps",{"basePath":484,"githubOwner":457,"githubRepo":436,"locale":17,"slug":482,"type":255},"plugins/multi-platform-apps",{"evaluate":486,"extract":495},{"promptVersionExtension":215,"promptVersionScoring":216,"score":460,"tags":487,"targetMarket":227,"tier":277},[488,489,490,491,492,493,224,494],"cross-platform","development","orchestration","mobile","web","desktop","automation",{"commitSha":279,"license":465},{"parentExtensionId":469,"repoId":470},[224,494,488,493,489,491,490,492],{"evaluatedAt":499,"extractAt":474,"updatedAt":499},1778699817960,{"_creationTime":501,"_id":502,"community":503,"display":504,"identity":508,"providers":510,"relations":518,"tags":519,"workflow":520},1778699018122.777,"k177004jt9znxdecxq1q29yp6h86m974",{"reviewCount":8},{"description":505,"installMethods":506,"name":507,"sourceUrl":454},"Comprehensive C4 architecture documentation workflow with bottom-up code analysis, component synthesis, container mapping, and context diagram generation",{"claudeCode":507},"c4-architecture",{"basePath":509,"githubOwner":457,"githubRepo":436,"locale":17,"slug":507,"type":255},"plugins/c4-architecture",{"evaluate":511,"extract":517},{"promptVersionExtension":215,"promptVersionScoring":216,"score":460,"tags":512,"targetMarket":227,"tier":277},[513,514,224,515,494,516],"documentation","c4-model","code-analysis","llm-agents",{"commitSha":279,"license":465},{"parentExtensionId":469,"repoId":470},[224,494,514,515,513,516],{"evaluatedAt":521,"extractAt":474,"updatedAt":521},1778699800627,{"_creationTime":523,"_id":524,"community":525,"display":526,"identity":531,"providers":535,"relations":545,"tags":548,"workflow":549},1778699647844.0176,"k17f3xc8gqd3nwzgagmvyknfd186mayv",{"reviewCount":8},{"description":527,"installMethods":528,"name":529,"sourceUrl":530},"AWS serverless and event-driven architecture best practices based on 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