clickhouse-io SKILL.md skillA

clickhouse-io from affaan-m/ecc is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add affaan-m/ecc/clickhouse-io@git:20260704.ee2663d

Pins git:20260704.ee2663d in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
affaan-m/ecc
Path
docs/ja-JP/skills/clickhouse-io/SKILL.md
Versions recorded
3
Latest version
git:20260704.ee2663d, committed Jul 4, 2026
First version recorded
Feb 12, 2026
Size
11,075 bytes
Repository stars
299,696
License
MIT

ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# ClickHouse 分析パターン

高性能分析とデータエンジニアリングのためのClickHouse固有のパターン。

## 概要

ClickHouseは、オンライン分析処理(OLAP)用のカラム指向データベース管理システム(DBMS)です。大規模データセットに対する高速分析クエリに最適化されています。

**主な機能:**
- カラム指向ストレージ
- データ圧縮
- 並列クエリ実行
- 分散クエリ
- リアルタイム分析

## テーブル設計パターン

### MergeTreeエンジン(最も一般的)

```sql
CREATE TABLE markets_analytics (
    date Date,
    market_id String,
    market_name String,
    volume UInt64,
    trades UInt32,
    unique_traders UInt32,
    avg_trade_size Float64,
    created_at DateTime
) ENGINE = MergeTree()
PARTITION BY toYYYYMM(date)
ORDER BY (date, market_id)
SETTINGS index_granularity = 8192;
```

### ReplacingMergeTree(重複排除)

```sql
-- 重複がある可能性のあるデータ(複数のソースからなど)用
CREATE TABLE user_events (
    event_id String,
    user_id String,
    event_type String,
    timestamp DateTime,
    properties String
) ENGINE = ReplacingMergeTree()
PARTITION BY toYYYYMM(timestamp)
ORDER BY (user_id, event_id, timestamp)
PRIMARY KEY (user_id, event_id);
```

### AggregatingMergeTree(事前集計)

```sql
-- 集計メトリクスの維持用
CREATE TABLE market_stats_hourly (
    hour DateTime,
    market_id String,
    total_volume AggregateFunction(sum, UInt64),
    total_trades AggregateFunction(count, UInt32),
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add affaan-m/ecc/clickhouse-io@sha256:4eb6b05f9b6a45c8

The line at the top of this page pins the label git:20260704.ee2663d, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_fb44xue5sg4z5ahx.svg)](https://markdownregistry.com/a/art_fb44xue5sg4z5ahx)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 3 versions of this file, between Feb 12, 2026 and Jul 4, 2026, about one every 71 days.

versioncommittedcommitsizeaudit
git:20260704.ee2663d latest2026-07-04 ee2663d 11,075 BA view · diff
git:20260330.866d9eb2026-03-30 866d9eb 10,874 BA view · diff
git:20260212.53d848f2026-02-12 53d848f 10,862 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (11075 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

affaan-m/ecc · 299,696 stars · license MIT · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_fb44xue5sg4z5ahx
GET https://markdownregistry.com/api/v1/resolve?ref=affaan-m/ecc/clickhouse-io
GET https://markdownregistry.com/api/v1/blob/4eb6b05f9b6a45c85a1aa4e7848f46288d1c418884b3adf1c458c4bea4caea5c

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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Every file in affaan-m/ecc

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