Clickhouse Best Practices

作者 ClickHouse2f6ec4b17a81Apache-2.0544 個星標收錄於 2026年10月8日更新於 2026年10月8日儲存庫9 天前更新

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.

僅公開檔案列表。將技能安裝到工作區後即可檢視檔案內容。

路徑大小類型
AGENTS.md62.1 KBtext/markdown
metadata.json643 Bapplication/json
README.md1.8 KBtext/markdown
rules/agent-connect-mcp.md4.4 KBtext/markdown
rules/agent-discovery-schema.md5.7 KBtext/markdown
rules/agent-query-safety.md5.2 KBtext/markdown
rules/insert-async-small-batches.md1.8 KBtext/markdown
rules/insert-batch-size.md1.5 KBtext/markdown
rules/insert-format-native.md933 Btext/markdown
rules/insert-mutation-avoid-delete.md2 KBtext/markdown
rules/insert-mutation-avoid-update.md2.1 KBtext/markdown
rules/insert-optimize-avoid-final.md1.9 KBtext/markdown
rules/query-index-skipping-indices.md2.4 KBtext/markdown
rules/query-join-choose-algorithm.md1.8 KBtext/markdown
rules/query-join-consider-alternatives.md2.1 KBtext/markdown
rules/query-join-filter-before.md1.3 KBtext/markdown
rules/query-join-null-handling.md1 KBtext/markdown
rules/query-join-use-any.md1.1 KBtext/markdown
rules/query-mv-incremental.md2 KBtext/markdown
rules/query-mv-refreshable.md2 KBtext/markdown
rules/schema-json-when-to-use.md2 KBtext/markdown
rules/schema-partition-lifecycle.md1.5 KBtext/markdown
rules/schema-partition-low-cardinality.md1.6 KBtext/markdown
rules/schema-partition-query-tradeoffs.md1.1 KBtext/markdown
rules/schema-partition-start-without.md1.2 KBtext/markdown
rules/schema-pk-cardinality-order.md1.6 KBtext/markdown
rules/schema-pk-filter-on-orderby.md1.5 KBtext/markdown
rules/schema-pk-plan-before-creation.md2 KBtext/markdown
rules/schema-pk-prioritize-filters.md1.2 KBtext/markdown
rules/schema-types-avoid-nullable.md1.8 KBtext/markdown
rules/schema-types-enum.md1.7 KBtext/markdown
rules/schema-types-lowcardinality.md1.7 KBtext/markdown
rules/schema-types-minimize-bitwidth.md1.4 KBtext/markdown
rules/schema-types-native-types.md1.8 KBtext/markdown
rules/_sections.md1.8 KBtext/markdown
rules/_template.md624 Btext/markdown
SKILL.md10.1 KBtext/markdown

來源與署名

來源:ClickHouse/agent-skills位於skills/clickhouse-best-practices提交2f6ec4b

授權條款: Apache-2.0

內容歸原作者所有。SourceWeft 從公開儲存庫中收錄這些內容。

檢舉或申請下架

更多來自 ClickHouse/agent-skills 的技能

Clickhouse Managed Postgres Rca

ClickHouse

針對 ClickHouse 代管 Postgres 執行個體效能問題、以證據為基礎的根因分析工作流程。

DevOps & Cloud5449 天前更新

Clickhouse Js Node Troubleshooting

ClickHouse

排查並解決 ClickHouse Node.js 客戶端(@clickhouse/client)的常見錯誤與設定問題。

Software Development5449 天前更新

Clickhouse Architecture Advisor

ClickHouse

針對特定工作負載指導 ClickHouse 架構決策,並將每項建議標註為官方、推導或經驗。

Data & Analytics5449 天前更新

Chdb Sql

ClickHouse

Use when the user wants to run SQL — especially analytical SQL — on local files (parquet/csv/json), URLs, S3 paths, or remote databases (Postgres, MySQL, MongoDB, ClickHouse Cloud, Iceberg, Delta Lake) without setting up a server. Provides chDB — embedded ClickHouse SQL in Python with 1000+ functions, Session for stateful multi-step pipelines, parametrized queries, and cross-source joins via `s3()`, `mysql()`, `postgresql()`, `iceberg()`, `deltaLake()`, `remoteSecure()` table functions. TRIGGER when: user wants SQL on parquet/csv/files or across remote analytical sources; uses ClickHouse SQL features (window functions, windowFunnel, geoToH3, JSON path ops, Session, parametrized queries); imports `chdb` or calls `chdb.query()`. SKIP this skill for pandas-style DataFrame method-chaining (use chdb-datastore instead) or ClickHouse server administration.

包含腳本
待分類5449 天前更新

Chdb Datastore

ClickHouse

使用 chdb DataStore 作為 pandas 的替代方案,以 ClickHouse 為底層查詢、合併與彙總表格資料。

包含腳本
Data & Analytics5449 天前更新