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Agent Skill · 研究检索

module-boundaries(模块边界)

module-boundaries 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。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。

module-boundaries 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为需要联网;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 68,884。

总安装 222周安装 9GitHub Stars 4下载 70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:module-boundaries(模块边界)
来源仓库:https://github.com/codybrom/clairvoyance
仓库路径:skills/module-boundaries
安装命令:
npx skills add https://github.com/codybrom/clairvoyance --skill module-boundaries
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/codybrom/clairvoyance --skill module-boundaries

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

module-boundaries 用于查找、检索和筛选相关信息。适合在 Codex、Claude、Cursor、Gemini CLI 中根据关键词、任务场景或来源线索快速定位候选结果。通过 npx skills add 命令从指定 GitHub 仓库安装,需结合原始 README 确认具体用法。

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。可结合来源仓库和安装命令进一步核验实际功能和限制。

来源仓库内路径:skills/module-boundaries

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/codybrom/clairvoyance --skill module-boundarie…;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

    它需要需要联网,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

module-boundaries 怎么安装?

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

module-boundaries 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。

module-boundaries 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

module-boundaries 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。

module-boundaries 用的人多吗?

公开数据是累计安装 222 次,近一周安装 9 次,下载 70 次,GitHub 4 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。

module-boundaries 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。

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。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

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。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
module-boundaries

模块边界 · 本页

2224需要联网未明确通过

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

Module Boundaries Review Lens

When invoked with $ARGUMENTS, focus the analysis on the specified file or module. Read the target code first, then apply the checks below.

Evaluate where module boundaries are drawn: are related things together and unrelated things apart?

When to Apply

  • Deciding whether to split a large class or merge small ones
  • When two modules seem tightly coupled
  • When a change to one module frequently requires changes to another
  • When reviewing a decomposition decision

Core Principles

The Default Instinct Is Wrong

Most developers assume smaller is better, which produces systems full of shallow, pass-through components that increase cognitive load without hiding anything. The right answer is always whichever arrangement results in lower overall system complexity. Not smaller. Not more separated. Simpler.

Merge Signals (Better Together)

  • They share information: Same format, protocol, or data structure knowledge
  • They simplify each other: Together, code is simpler than pieces apart
  • They always change together: The boundary is fiction
  • One is incomplete without the other: Callers must always use both
  • It eliminates duplication: The same code appears in both places. Merging lets it exist once
  • It resolves pass-throughs: A forwarding method adds a layer without adding an abstraction

Four costs of every split: more components to track, connective tissue to manage the boundary, separation of related code (producing unknown unknowns) and duplication.

Split Signals (Better Apart)

  • Pieces are independent: Can be understood and modified separately
  • Different knowledge domains: No shared secrets
  • A clear, simple interface exists at the boundary
  • Different rates of change: One stable, one evolving
  • General-purpose from special-purpose: Keep the general-purpose layer clean

The Third Option

When combining doesn't simplify and separating doesn't either, look for the abstraction underneath both. Forcing a merge produces a module with two identities. Forcing a split produces conjoined modules. The relationship between the two things points at a concept that neither one is.

Discovery Process
  1. Name the shared concern: What specific knowledge or capability do they share? Not "they're both used in X." Be precise.
  2. Ask what it looks like alone: If you extracted just the shared concern, what would the type or interface be? Does it have a clean, simple API?
  3. Express the originals in terms of it: Can each component be redefined as a use of the extracted concept?
  4. Verify simplification: Does the new abstraction have a simple interface? Do the originals become simpler through it? Is duplicated knowledge now in one place? If not all three, the problem is elsewhere.
Recognizable situations

Two types sharing representation (extract a value type), two modules sharing a subroutine (extract a standalone utility, not a base class), two interfaces that overlap (factor out the shared surface), two workflows sharing a phase (extract the phase as an independent operation).

Validation

A genuine third option has its own identity (nameable without referencing either original), is simpler than either original, and is useful beyond the current context. If you can't name it precisely ("CommonStuff", "SharedUtils"), it's not a real abstraction.

Conjoined Methods

Two methods are conjoined when you can't understand one without reading the other. This is a red flag that the split was wrong.

A 200-line method with a simple interface that reads top to bottom is deep and fine. Five 40-line methods that must be read together are shallow and worse. The test is never "is this method too long?" It is "can this method be understood independently?"

Method Splitting

When splitting is warranted, the goal is for each resulting method to own a complete operation, not a fragment.

Two valid forms:

  1. Extract a subtask: Factor out a child method that is general-purpose and independently understandable. The parent calls the child. Test: can someone read the child without knowing about the parent, and vice versa? If you find yourself flipping between them, the split was wrong.
  2. Divide into peer methods: Split the original into two caller-visible methods, each with a simpler interface. Test: do most callers only need one of the new methods? If callers must invoke both, the split likely added complexity.

Shared-Information Boundary Criterion

The most reliable criterion for drawing boundaries: which module is the authoritative owner of this piece of knowledge?

A well-placed boundary fully encloses a design decision. If two modules share knowledge about the same format or protocol, they belong together. If they happen to run one after the other but own unrelated knowledge, they belong apart. Execution order should never determine where a boundary goes.

Review Process

  1. Map dependencies: For each module pair, what knowledge do they share?
  2. Apply merge signals: Should any modules be combined?
  3. Apply split signals: Should any module be divided?
  4. Test for conjoined methods: Can each be understood independently?
  5. Check boundary criterion: Boundaries drawn around knowledge ownership?
  6. Recommend adjustments: Specific merges, splits, or restructurings

Red flag signals for module boundaries are cataloged in red-flags (Conjoined Methods, Information Leakage, Shallow Module, Special-General Mixture).

平台分布

Codex

36.04%
按下载量换算25

Claude

32.66%
按下载量换算23

Cursor

18.95%
按下载量换算13

Gemini CLI

9.22%
按下载量换算6

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

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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