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ClickHouse analytics patterns v1.0.0

Use this resource to design ClickHouse tables and analytical queries that perform well

New

  • 553 downloads
  • 187 likes
  • 173 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install clickhouse-analytics-patterns-2

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent designs ClickHouse tables: MergeTree engine, partitioning, ordering key and data types. It optimizes filters, aggregations and bulk inserts, and suggests pre-aggregation and cohort analysis. You get a schema suited to large analytical data volumes.

Mostly picked by

Updated November 2, 2026

Card for the “ClickHouse analytics patterns” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: overview, use cases and table design rules
  • sub-skills/: partitioning, ordering key, data types, efficient filtering, aggregations, bulk inserts and cohorts

Good fit for

  • Your dashboards take too long to load on large volumes
  • You want to store events and analyze them in near real time

Not for

    Tags

    • clickhouse
    • analytics
    • mergetree
    • data

    About

    You say

    “Design the product events table in ClickHouse, partitioned by month, with an ordering key by user.”

    Card for the “ClickHouse analytics patterns” skill

    Skill published by affaan-m under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to design ClickHouse tables and analytical queries that perform well
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE2.4 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md2.1 KB
    • sub-skills/1-partitioning-strategy.md0.1 KB
    • sub-skills/2-ordering-key.md0.1 KB
    • sub-skills/3-data-types.md0.1 KB
    • sub-skills/4-avoid.md0.2 KB
    • sub-skills/5-monitoring.md0.3 KB
    • sub-skills/aggregatingmergetree-pre-aggregation.md0.7 KB
    • sub-skills/aggregations.md0.6 KB
    • sub-skills/bulk-insert-recommended.md0.9 KB
    • sub-skills/change-data-capture-cdc.md0.6 KB
    • sub-skills/cohort-analysis.md0.5 KB
    • sub-skills/efficient-filtering.md0.4 KB
    • sub-skills/etl-pattern.md0.5 KB
    • sub-skills/funnel-analysis.md0.5 KB
    • sub-skills/mergetree-engine-most-common.md0.4 KB
    • sub-skills/query-performance.md0.3 KB
    • sub-skills/real-time-aggregations.md0.6 KB
    • sub-skills/replacingmergetree-deduplication.md0.4 KB
    • sub-skills/streaming-insert.md0.3 KB
    • sub-skills/table-statistics.md0.3 KB
    • sub-skills/time-series-analysis.md0.7 KB
    • sub-skills/window-functions.md0.4 KB

    Origin and licence

    Listed unmodified

    Author
    affaan-m
    Source
    github.com/dokhacgiakhoa/agent-skills-4-vibe-coding-cli/tree/c4a059bbf7a8d6b2162071f0fbfe74053faa6d20/.agent/skills/agent-clickhouse-io
    Licence
    MIT

    Notice

    « agent-clickhouse-io » (affaan-m, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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