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Agent Skill · 开发

clickhouse-pr-description(clickhouse 公关说明)

clickhouse-pr-description 用于处理 GitHub 仓库、Issue、Pull Request 和代码协作信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要围绕仓库状态、代码变更或协作事项进行整理时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

clickhouse-pr-description 是开发类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为只读;许可证信息还不明确,第三方扫描已通过,按安装量在开发类的 21,746 个 Skill 里排第 20,201。

总安装 235周安装 10GitHub Stars 47,120下载 82核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:clickhouse-pr-description(clickhouse 公关说明)
来源仓库:https://github.com/clickhouse/clickhouse
仓库路径:skills/clickhouse-pr-description
安装命令:
npx skills add https://github.com/clickhouse/clickhouse --skill clickhouse-pr-description
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/clickhouse/clickhouse --skill clickhouse-pr-description

这个 Skill 是做什么的

开发类 Skill 面向写代码、改代码和排查问题,一般会读写仓库文件,部分还会执行构建或测试命令。

clickhouse-pr-description 自动生成符合规范的 Pull Request 描述与标题。它提取变更核心内容,避免使用模糊表述如“修复”或“改进”。输出格式简洁明确,突出 stderr 上下文与退出码增强细节。使用前需确认提交范围仅限 ClickHouse 源码仓库,其他项目需适配规则。

适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。

来源仓库内路径:skills/clickhouse-pr-description

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/clickhouse/clickhouse --skill clickhouse-pr-de…;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它标注为只读,先用只读任务试一次,确认行为符合预期再扩大使用范围。

常见问题

6 条

clickhouse-pr-description 怎么安装?

在终端执行 npx skills add https://github.com/clickhouse/clickhouse --skill clickhouse-pr-description。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

clickhouse-pr-description 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

clickhouse-pr-description 需要什么权限?

权限级别是只读。该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

clickhouse-pr-description 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

clickhouse-pr-description 用的人多吗?

公开数据是累计安装 235 次,近一周安装 10 次,下载 82 次,GitHub 47,120 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

clickhouse-pr-description 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。
  • 来源仓库有 47,120 星,维护活跃度相对可查。
  • 标注为只读权限,试用阶段不容易误改本地文件。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理开发类任务、又不想每次都手写提示词的人。
  • 只想先试试效果、不希望它改动本地文件的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

开发类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
skill-vetter

技能审查员 · OpenClaw

8,779,018986操作浏览器MIT-0通过
ontology

本体论 · OpenClaw

6,636,960576只读MIT-0通过
entra-app-registration

内部应用程序注册 · Codex、Claude

6,631,872764接触敏感数据未明确通过
entra-app-registration

内部应用程序注册 · Codex、Claude

3,757,680201接触敏感数据未明确通过
nano-banana-pro

纳米香蕉专业版 · OpenClaw

3,526,898364接触敏感数据MIT-0有提醒
clickhouse-pr-description

clickhouse 公关说明 · 本页

23547,120只读未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

ClickHouse PR Description Skill

Generate a good PR description and apply it, with optional confirmation based on user preference.

Title

Plain description of what changed. No prefix conventions like fix(): or feat():.

  • Good: Change default stderr_reaction to log_last for executable UDFs
  • Good: Fix exception when inserting NULL into non-nullable column via CAST
  • Bad: fix(udf): Change default stderr_reaction — conventional commits, ClickHouse doesn't use them
  • Bad: Fuzzer fixes — too vague, tells the reviewer nothing
  • Bad: Improve error handling and enrich exit code exceptions with stderr context — too vague, doesn't say what was actually changed

Body

Read .github/PULL_REQUEST_TEMPLATE.md for the exact template structure.

A good PR description has two parts:

1. Free-form context (above the template, optional but encouraged for non-trivial changes)

Explain to a future reader: what was the problem, why did it need fixing, what approach was taken, what were the results or trade-offs. This is the right place for:

  • Motivation and background
  • Description of the approach and why it was chosen over alternatives
  • Benchmark results or measurements
  • Links to related issues, discussions, or previous attempts
  • Any caveats or known limitations

Use plain paragraphs. Headers like ## Motivation, ## Changes, ## Results are fine and helpful — they make the PR easier to navigate for reviewers. Bullet lists are fine. Be as detailed as needed.

2. Template section (mandatory)

Fill in the changelog category (delete the rest of the list), write the changelog entry, and keep the documentation checkbox.

Exception — CI Fix or Improvement: omit the Changelog entry and Documentation entry sections entirely (they are not required). Keep the entire PR body under 100 words.

Example of a well-written body

From #96110:

### Changelog category (leave one):
- Backward Incompatible Change

### Changelog entry:
The semantics of the `do_not_merge_across_partitions_select_final` setting were
made more obvious. Previously, the feature could be automatically enabled when
the setting was not explicitly set in the configs. It caused confusion repeatedly
and, unfortunately, led to some issues in production. Now, the rules are simpler:
`do_not_merge_across_partitions_select_final=1` enables the functionality
unconditionally. If `do_not_merge_across_partitions_select_final=0`, then automatic
is used only if the new setting
`enable_automatic_decision_for_merging_across_partitions_for_final=1` and not used
otherwise. To preserve the old behaviour as much as possible, the defaults were set
to `do_not_merge_across_partitions_select_final=0` and
`enable_automatic_decision_for_merging_across_partitions_for_final=1`.

### Documentation entry for user-facing changes
- [ ] Documentation is written (mandatory for new features)

---

The backward-incompatible part is that if someone has
`do_not_merge_across_partitions_select_final=0` explicitly set in the configs,
it no longer protects against the use of automatics. I'm open to discussion on
whether we should conservatively default to disabled automatics.

Note: extra context after --- is fine — reviewers see it, but only the changelog entry above the blank line goes into the CHANGELOG.

Changelog entry guidelines

The entry is what ends up in the published CHANGELOG. Write it for a user who is upgrading and scanning for what affects them. The PR link and author attribution are appended automatically by tooling — do not include them.

Format: the changelog script (tests/ci/changelog.py) collects all lines after the ### Changelog entry: header up to the first blank line, then joins them with spaces into a single string. This means:

  • The entry can span multiple lines in the template — they become one paragraph
  • A blank line terminates collection — anything after it is ignored
  • Write it as a single paragraph (no bullet lists, no blank lines within)

Tense: mixed is fine and natural. "Added X", "Fix a case where...", "The X setting is now Y" are all real examples from the CHANGELOG. Don't force everything into present tense.

Length: match the impact. A small new function can be one sentence. A changed default or backward-incompatible behavior warrants as many sentences as needed, including what users must do to adapt.

Specificity: always name the exact thing that changed. Never write "Fix a bug" or "Improve performance" without saying what specifically.

For backward-incompatible changes: always explain the old behavior, the new behavior, and how to restore the old one if possible.

Real examples from the ClickHouse CHANGELOG:

One sentence, sufficient for a focused addition:

Add xxh3_128 hashing function.

One sentence with enough context:

DATE columns from PostgreSQL are now inferred as Date32 in ClickHouse (in previous versions they were inferred as Date, which led to overflow of values outside a narrow range). Allow inserting Date32 values back to PostgreSQL.

Full migration instructions for a default change:

Deduplication is turned ON for all inserts by default. It was OFF before for async inserts and for MV's, but it was ON for sync inserts. The goal is to have the same defaults for both ways of inserts. If you have deduplication explicitly disabled on your cluster, you have to explicitly set deduplicate_insert='backward_compatible_choice' to keep the old behavior.

Describes new capability with enough detail to understand when to use it:

Added OPTIMIZE <table> DRY RUN PARTS <part names> query to simulate merges without committing the result part. It may be useful for testing purposes: verifying merge correctness in the new version, deterministically reproducing merge-related bugs, and reliably benchmarking merge performance.

Reference the issue if one exists: Closes #XXXXX or Fixes #XXXXX at the end.

What to avoid

These patterns make PRs harder to read or signal low effort:

  • fix(scope): / feat(): / chore(): — ClickHouse doesn't use conventional commits
  • This PR... to start any section — just describe the change
  • Vague titles like Fuzzer fixes, Fix bug, Improvements — always say what specifically
  • Markdown tables comparing "before/after behavior" unless genuinely useful
  • Perfectly parallel sentence structure throughout — vary phrasing naturally

AI co-authorship

It's fine to mention AI assistance openly. Co-Authored-By: in commits or acknowledgements in the PR description are acceptable — ClickHouse is open about AI-assisted development.

When creating a PR, open it as a Draft — this prevents accidental merges.

Before creating or updating the PR, check user memory for a confirmation preference. If no preference is stored and the session is interactive, ask once: "Should I always show you the description for approval before applying it, or just go ahead every time?" Save the answer to memory and apply it from then on. If the session is non-interactive, proceed directly without asking.

Fork vs upstream

If the current repository is a fork (i.e. git remote get-url origin does not contain ClickHouse/ClickHouse), always target the upstream repository. Pass --repo ClickHouse/ClickHouse to gh pr create and set --head <fork-owner>:<branch> so the PR is opened against the canonical repo, not the fork.

平台分布

Codex

35.09%
按下载量换算29

Claude

29.04%
按下载量换算24

Cursor

22.14%
按下载量换算18

Gemini CLI

10.03%
按下载量换算8

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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