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Agent Skill · 研究检索

general-vs-special(一般与特殊)

general-vs-special 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。

general-vs-special 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 71,596。

总安装 194周安装 8GitHub Stars 4下载 63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:general-vs-special(一般与特殊)
来源仓库:https://github.com/codybrom/clairvoyance
仓库路径:skills/general-vs-special
安装命令:
npx skills add https://github.com/codybrom/clairvoyance --skill general-vs-special
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 general-vs-special

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。

用于查找、检索和筛选相关信息,支持一般与特殊对比分析场景。适合在 Codex、Claude、Cursor、Gemini CLI 中根据关键词快速定位候选结果。通过 npx skills add 命令从指定仓库安装,需确认权限和维护状态。使用前应检查是否会触发联网、命令执行或文件读写操作。

建议结合原始 README 核验具体用法和功能边界。

来源仓库内路径:skills/general-vs-special

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 general-vs-speci…;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

general-vs-special 怎么安装?

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

general-vs-special 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。

general-vs-special 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。

general-vs-special 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。

general-vs-special 用的人多吗?

公开数据是累计安装 194 次,近一周安装 8 次,下载 63 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。

general-vs-special 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
general-vs-special

一般与特殊 · 本页

1944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

General vs. Special-Purpose 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.

General-purpose modules are surprisingly simpler, deeper and less effort to build. They produce better information hiding and can even provide these benefits when used in a single context. Because a general-purpose interface doesn't need to know about specific callers, the knowledge always stays where it belongs.

When to Apply

  • Designing a new module, API, or utility
  • When a module has use-case-specific logic embedded in it
  • When a module's interface is cluttered with rarely-used parameters
  • When deciding between a flexible API and a specific one

Core Principles

The Generality Test

"What is the simplest interface that will cover all my current needs?" — John Ousterhout, *A Philosophy of Software Design*

Not "the most general interface possible." The target is somewhat general-purpose.

  • Functionality: Scoped to current needs. Doesn't build features you don't need.
  • Interface: General enough to support multiple uses. Doesn't tie it only to today's caller.

A general-purpose interface is usually simpler than a special-purpose one. Fewer methods means lower cognitive load. Fewer methods per capability is the signal of increasing generality.

Two companion questions:

  • In how many situations will this method be used? If exactly one, it's over-specialized.
  • Is this API easy to use for my current needs? If callers must write loops or compose many calls for basic tasks, the abstraction level is wrong.

Special-General Mixture

Special-purpose code mixed into a general-purpose module makes it shallower. Two forms:

At the Interface

Methods or parameters that only serve specific callers. The interface widens, and policy decisions from a higher layer get encoded in a lower one.

Inside Method Bodies

Special cases tend to show up as extra if statements. Instead of adding more of them, try to create a design where they disappear. A search function that returns null when nothing is found forces every caller to check for null before using the result. If you return an empty list instead, the check loop runs zero times on its own with no extra check required.

Getters/Setters as Representation Leakage

Declaring a field private then providing getFoo/setFoo does not constitute information hiding. The variable's existence, type, and name are fully visible. Callers depend on the representation.

Before writing a getter or setter: should callers know about this property at all? A rename() method absorbs related logic and hides the representation. The goal is for the module to do work, not expose data.

Defaults as a Depth Tool

Every sensible default is one less decision pushed to callers. If nearly every user of a class needs a behavior, it belongs inside the class by default.

Gatekeeping question: "Will callers be able to determine a better value than we can determine here?" The answer is usually no.

The Default Position

When unsure, err on the side of slightly more general. A slightly-too-general interface has unused capabilities (low cost). A slightly-too-special interface requires a rewrite when the second use case arrives (high cost).

But "slightly more general" means one step, not three. Generality should come from simplifying the interface, not from adding parameters.

Review Process

  1. Identify the general mechanism: What is the core operation?
  2. Separate special from general: Is caller-specific logic in the core? Special-case if branches that could be eliminated?
  3. Apply the generality test: Simplest interface that covers all current needs?
  4. Audit getters/setters: Exposing representation or abstraction?
  5. Review defaults: Could required parameters become optional?
  6. Recommend: Push specialization to edges. Deepen with defaults.

Red flag signals for generality are cataloged in red-flags (Special-General Mixture, Overexposure).

平台分布

Codex

36.41%
按下载量换算23

Claude

26.76%
按下载量换算17

Cursor

17.61%
按下载量换算11

Gemini CLI

9.72%
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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