[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"extension-skill-clickhouse-clickhousectl-local-dev-en":3,"guides-for-clickhouse-clickhousectl-local-dev":467,"similar-k178zq7gpm99g8wnangjnqyb4n86nga9-en":468},{"_creationTime":4,"_id":5,"children":6,"community":7,"display":9,"evaluation":15,"identity":254,"isFallback":244,"parentExtension":259,"providers":316,"relations":320,"repo":321,"tags":464,"workflow":465},1778683910609.9023,"k178zq7gpm99g8wnangjnqyb4n86nga9",[],{"reviewCount":8},0,{"description":10,"installMethods":11,"name":13,"sourceUrl":14},"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":12},"clickhouse/agent-skills","ClickHousectl Local Dev","https://github.com/clickhouse/agent-skills",{"_creationTime":16,"_id":17,"extensionId":5,"locale":18,"result":19,"trustSignals":235,"workflow":252},1778684162697.8857,"kn72c932zf4hyh9sgqf89zx3rs86m0br","en",{"checks":20,"evaluatedAt":193,"extensionSummary":194,"features":195,"nonGoals":203,"practices":207,"prerequisites":208,"promptVersionExtension":209,"promptVersionScoring":210,"purpose":211,"rationale":212,"score":213,"summary":214,"tags":215,"targetMarket":221,"tier":222,"useCases":223,"workflow":228},[21,26,29,32,36,39,43,47,50,53,57,61,65,69,72,75,78,81,84,87,91,95,100,104,108,111,115,118,122,125,128,131,134,137,140,144,148,151,154,158,161,164,167,170,174,177,180,183,186,190],{"category":22,"check":23,"severity":24,"summary":25},"Practical Utility","Problem relevance","pass","The description clearly states the user problem of setting up a local ClickHouse development environment, covering installation, server creation, and basic table setup.",{"category":22,"check":27,"severity":24,"summary":28},"Unique selling proposition","The skill provides a structured, step-by-step process using `clickhousectl` to automate a complex setup, offering significant value over manual installation and configuration.",{"category":22,"check":30,"severity":24,"summary":31},"Production readiness","The skill covers the complete lifecycle from installing dependencies to verifying a working local ClickHouse setup, making it ready for real-world development workflows.",{"category":33,"check":34,"severity":24,"summary":35},"Scope","Single responsibility principle","The skill focuses solely on setting up a local ClickHouse development environment using `clickhousectl`, adhering to a single, coherent domain.",{"category":33,"check":37,"severity":24,"summary":38},"Description quality","The description accurately and concisely reflects the skill's functionality, covering the full flow from zero to a working local ClickHouse setup.",{"category":40,"check":41,"severity":24,"summary":42},"Invocation","Scoped tools","The skill uses specific, verb-noun tools like `clickhousectl local install`, `server start`, and `client --query`, avoiding generalist commands.",{"category":44,"check":45,"severity":24,"summary":46},"Documentation","Configuration & parameter reference","All parameters for `clickhousectl` commands used in the skill are documented within the SKILL.md, including alternative version specifiers and optional paths.",{"category":33,"check":48,"severity":24,"summary":49},"Tool naming","The commands and tools used are descriptive and specific to the ClickHouse CLI (`clickhousectl local install`, `server start`, `client`).",{"category":33,"check":51,"severity":24,"summary":52},"Minimal I/O surface","Inputs are well-defined commands with specific arguments (e.g., `--name`, `--queries-file`), and outputs are focused on the expected results of those commands.",{"category":54,"check":55,"severity":24,"summary":56},"License","License usability","The license is Apache-2.0, declared via the SPDX identifier in the frontmatter and confirmed by the bundled LICENSE file.",{"category":58,"check":59,"severity":24,"summary":60},"Maintenance","Commit recency","The last commit was on 2026-05-13, which is recent.",{"category":58,"check":62,"severity":63,"summary":64},"Dependency Management","not_applicable","The skill itself does not introduce third-party dependencies; it relies on the user having `clickhousectl` installed and the system having a shell environment.",{"category":66,"check":67,"severity":63,"summary":68},"Security","Secret Management","The skill does not handle or expose any secrets; it focuses on local development environment setup.",{"category":66,"check":70,"severity":24,"summary":71},"Injection","The skill uses `clickhousectl` commands with specific arguments, and any SQL executed is explicitly passed as a query or file, not as arbitrary code.",{"category":66,"check":73,"severity":24,"summary":74},"Transitive Supply-Chain Grenades","The skill installs `clickhousectl` using a `curl | sh` command, but this is a documented and common method for installing CLIs, and the source URL is canonical.",{"category":66,"check":76,"severity":24,"summary":77},"Sandbox Isolation","The skill operates within the user's project directory and uses `clickhousectl` commands that are designed for local development, not affecting files outside the project scope.",{"category":66,"check":79,"severity":24,"summary":80},"Sandbox escape primitives","No detached-process spawns or deny-retry loops were found in the skill's instructions or scripts.",{"category":66,"check":82,"severity":63,"summary":83},"Data Exfiltration","The skill does not interact with any confidential data or make outbound calls that could exfiltrate information.",{"category":66,"check":85,"severity":24,"summary":86},"Hidden Text Tricks","The SKILL.md content is free of hidden steering tricks, using standard Markdown and clear text instructions.",{"category":88,"check":89,"severity":24,"summary":90},"Hooks","Opaque code execution","The skill's instructions are plain text and rely on the execution of the `clickhousectl` binary, which is not opaque.",{"category":92,"check":93,"severity":24,"summary":94},"Portability","Structural Assumption","The skill assumes a standard POSIX-like shell environment for executing commands and mentions potential PATH adjustments, but does not make rigid structural assumptions about user project layouts.",{"category":96,"check":97,"severity":98,"summary":99},"Trust","Issues Attention","warning","There are 2 issues opened and 0 closed in the last 90 days, indicating slow or no maintainer response.",{"category":101,"check":102,"severity":24,"summary":103},"Versioning","Release Management","A manifest version (0.1.0) is declared in the frontmatter, and the installation instructions do not reference `main`.",{"category":105,"check":106,"severity":24,"summary":107},"Execution","Validation","Input arguments for `clickhousectl` commands are passed directly, and `clickhousectl` itself is expected to handle validation of its parameters. SQL is passed via `--queries-file` or `--query`.",{"category":66,"check":109,"severity":24,"summary":110},"Unguarded Destructive Operations","While `clickhousectl local install` can be considered destructive in terms of system changes, it's a standard CLI install and `server start` is managed. No explicit destructive operations like `rm -rf` are used without context.",{"category":112,"check":113,"severity":24,"summary":114},"Code Execution","Error Handling","The SKILL.md provides clear instructions for handling potential errors, such as `clickhousectl` not being found or PATH issues, suggesting specific recovery steps.",{"category":112,"check":116,"severity":63,"summary":117},"Logging","The skill is primarily a wrapper for CLI commands, and logging is handled by the `clickhousectl` tool itself, not by custom logging within the skill.",{"category":119,"check":120,"severity":63,"summary":121},"Compliance","GDPR","The skill operates on local development setup and does not handle personal data.",{"category":119,"check":123,"severity":24,"summary":124},"Target market","The skill is for setting up a local development environment and has no regional or jurisdictional restrictions; `targetMarket` is global.",{"category":92,"check":126,"severity":24,"summary":127},"Runtime stability","The skill assumes a standard POSIX shell and mentions potential PATH adjustments, making it portable across common development environments.",{"category":44,"check":129,"severity":24,"summary":130},"README","The README.md provides a good overview of the repository's skills, including installation instructions for this skill.",{"category":33,"check":132,"severity":63,"summary":133},"Tool surface size","This is a single skill focused on one core workflow, not a collection of many tools.",{"category":40,"check":135,"severity":63,"summary":136},"Overlapping near-synonym tools","The skill utilizes specific commands from `clickhousectl` and does not expose overlapping synonym tools.",{"category":44,"check":138,"severity":24,"summary":139},"Phantom features","All features described in the SKILL.md and README.md correspond directly to the documented usage of `clickhousectl` commands.",{"category":141,"check":142,"severity":24,"summary":143},"Install","Installation instruction","The README and SKILL.md provide clear installation instructions for `clickhousectl` and copy-pasteable invocation examples for the skill's steps.",{"category":145,"check":146,"severity":24,"summary":147},"Errors","Actionable error messages","The SKILL.md proactively addresses potential errors (e.g., `clickhousectl` not found) and provides actionable remediation steps.",{"category":105,"check":149,"severity":63,"summary":150},"Pinned dependencies","The skill does not bundle external script dependencies that require pinning; it relies on the `clickhousectl` CLI.",{"category":33,"check":152,"severity":63,"summary":153},"Dry-run preview","The skill's core actions are environment setup and server start, not state-changing operations requiring a dry-run preview in the typical sense. `clickhousectl` itself may have dry-run options for specific subcommands not used here.",{"category":155,"check":156,"severity":63,"summary":157},"Protocol","Idempotent retry & timeouts","The skill orchestrates CLI commands; idempotency and timeouts are handled by `clickhousectl` or the underlying system, not directly by the skill's logic.",{"category":119,"check":159,"severity":63,"summary":160},"Telemetry opt-in","The skill does not emit telemetry; it is a set of instructions for setting up a local environment.",{"category":40,"check":162,"severity":24,"summary":163},"Precise Purpose","The description clearly defines the purpose (setting up a local ClickHouse dev environment) and provides specific triggers (build app, install ClickHouse, create tables).",{"category":40,"check":165,"severity":24,"summary":166},"Concise Frontmatter","The frontmatter is dense and self-contained, summarizing the core capability and triggers within approximately 160 characters.",{"category":44,"check":168,"severity":24,"summary":169},"Concise Body","The SKILL.md is well-structured, under 500 lines, and delegates deeper material implicitly by referring to `clickhousectl` commands.",{"category":171,"check":172,"severity":24,"summary":173},"Context","Progressive Disclosure","The skill outlines the main steps and relies on `clickhousectl` for detailed execution, effectively using progressive disclosure.",{"category":171,"check":175,"severity":63,"summary":176},"Forked exploration","This skill is a straightforward setup procedure and does not involve deep exploration or code review that would necessitate `context: fork`.",{"category":22,"check":178,"severity":24,"summary":179},"Usage examples","The skill provides end-to-end, ready-to-use examples for each major step, including commands to install, start, and verify the setup.",{"category":22,"check":181,"severity":24,"summary":182},"Edge cases","The skill documents common edge cases like `clickhousectl` not being in PATH and provides clear recovery steps.",{"category":112,"check":184,"severity":63,"summary":185},"Tool Fallback","This skill relies on `clickhousectl` which is a required tool for its operation; there are no optional tools or fallbacks within the skill itself.",{"category":187,"check":188,"severity":24,"summary":189},"Safety","Halt on unexpected state","The skill instructs the user on how to resolve common pre-state issues, such as `clickhousectl` not being in the PATH, effectively halting and reporting on unexpected states.",{"category":92,"check":191,"severity":24,"summary":192},"Cross-skill coupling","The skill is self-contained and does not implicitly rely on other skills, focusing solely on the local ClickHouse development setup.",1778684162297,"This skill provides a step-by-step guide and automated commands using `clickhousectl` to install ClickHouse, set up a local server, and create tables, covering the full process for a local development setup.",[196,197,198,199,200,201,202],"Install clickhousectl CLI","Install latest stable ClickHouse","Initialize project folder structure","Start and manage local ClickHouse servers","Create tables and apply SQL schemas","Seed local database with sample data","Verify setup with verification queries",[204,205,206],"Deploying ClickHouse to managed cloud services","Optimizing complex, large-scale production ClickHouse clusters","Advanced ClickHouse performance tuning beyond basic setup",[],[],"3.0.0","4.4.0","To help users quickly establish a functional local ClickHouse development environment for application building, prototyping, and experimentation.","The skill is well-documented, follows best practices, and provides a complete local development setup. 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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":12},"SKILL.md frontmatter at skills/chdb-datastore/SKILL.md",[378,379,380,383,385,387],{"path":370,"priority":333},{"path":335,"priority":338},{"path":381,"priority":382},"examples/examples.md","low",{"path":384,"priority":350},"references/api-reference.md",{"path":386,"priority":350},"references/connectors.md",{"path":388,"priority":382},"scripts/verify_install.py",{"basePath":390,"description":391,"displayName":392,"installMethods":393,"rationale":394,"selectedPaths":395,"source":339,"sourceLanguage":18,"type":258},"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":12},"SKILL.md frontmatter at skills/chdb-sql/SKILL.md",[396,397,398,399,400,402,404],{"path":370,"priority":333},{"path":335,"priority":338},{"path":381,"priority":382},{"path":384,"priority":350},{"path":401,"priority":350},"references/sql-functions.md",{"path":403,"priority":350},"references/table-functions.md",{"path":388,"priority":382},{"basePath":362,"description":406,"displayName":364,"installMethods":407,"rationale":408,"selectedPaths":409,"source":339,"sourceLanguage":18,"type":258},"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":12},"SKILL.md frontmatter at skills/clickhouse-architecture-advisor/SKILL.md",[410,411,412,414,416,418,420],{"path":370,"priority":333},{"path":335,"priority":338},{"path":413,"priority":350},"AGENTS.md",{"path":415,"priority":382},"examples/README.md",{"path":417,"priority":382},"examples/finserv-market-surveillance.md",{"path":419,"priority":382},"examples/observability-high-throughput.md",{"path":421,"priority":382},"examples/siem-security-analytics.md",{"basePath":423,"description":424,"displayName":266,"installMethods":425,"rationale":426,"selectedPaths":427,"source":339,"sourceLanguage":18,"type":258},"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":12},"SKILL.md frontmatter at skills/clickhouse-best-practices/SKILL.md",[428,429,430],{"path":370,"priority":333},{"path":335,"priority":338},{"path":413,"priority":350},{"basePath":432,"description":433,"displayName":434,"installMethods":435,"rationale":436,"selectedPaths":437,"source":339,"sourceLanguage":18,"type":258},"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":12},"SKILL.md frontmatter at skills/clickhouse-client-js/clickhouse-js-node-troubleshooting/SKILL.md",[438],{"path":370,"priority":333},{"basePath":440,"description":441,"displayName":442,"installMethods":443,"rationale":444,"selectedPaths":445,"source":339,"sourceLanguage":18,"type":258},"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":12},"SKILL.md frontmatter at skills/clickhousectl-cloud-deploy/SKILL.md",[446],{"path":370,"priority":333},{"basePath":255,"description":10,"displayName":257,"installMethods":448,"rationale":449,"selectedPaths":450,"source":339,"sourceLanguage":18,"type":258},{"claudeCode":12},"SKILL.md frontmatter at skills/clickhousectl-local-dev/SKILL.md",[451],{"path":370,"priority":333},{"sources":453},[454],"manual",{"closedIssues90d":8,"description":456,"forks":243,"homepage":457,"license":250,"openIssues90d":246,"pushedAt":247,"readmeSize":241,"stars":248,"topics":458},"The official Agent Skills for ClickHouse and ClickHouse Cloud","https://clickhouse.ai",[459,216],"agents",{"classifiedAt":461,"discoverAt":462,"extractAt":463,"githubAt":463,"updatedAt":461},1778683910082,1778683905800,1778683908184,[219,216,217,218,220],{"evaluatedAt":253,"extractAt":299,"updatedAt":466},1778684303580,[],[469,497,526,558,586,609],{"_creationTime":470,"_id":471,"community":472,"display":473,"identity":479,"providers":483,"relations":491,"tags":493,"workflow":494},1778697652123.8813,"k175pymk0vm7xrcjj2p0jf904186nae7",{"reviewCount":8},{"description":474,"installMethods":475,"name":477,"sourceUrl":478},"Debug OpenClaw model, provider, tool-surface, code-mode, streaming, and live/Crabbox behavior by choosing the right logs, probes, and proof path before changing code.",{"claudeCode":476},"steipete/clawdis","openclaw-debugging","https://github.com/steipete/clawdis",{"basePath":480,"githubOwner":481,"githubRepo":482,"locale":18,"slug":477,"type":258},".agents/skills/openclaw-debugging","steipete","clawdis",{"evaluate":484,"extract":490},{"promptVersionExtension":209,"promptVersionScoring":210,"score":485,"tags":486,"targetMarket":221,"tier":288},100,[487,488,219,489,218],"debugging","openclaws","troubleshooting",{"commitSha":290},{"repoId":492},"kd738npxg9yh3xf3vddzy9fyfh86nhng",[219,487,218,488,489],{"evaluatedAt":495,"extractAt":496,"updatedAt":495},1778697754713,1778697652123,{"_creationTime":498,"_id":499,"community":500,"display":501,"identity":507,"providers":511,"relations":518,"tags":521,"workflow":522},1778694781833.2703,"k177cc2csjkdcems8qf39yr5fd86mzrs",{"reviewCount":8},{"description":502,"installMethods":503,"name":505,"sourceUrl":506},"Use when starting feature work that needs isolation from current workspace or before executing implementation plans - 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