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Agent Skill · 研究检索

preload(preload 搜索)

preload 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。

preload 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,权限为操作浏览器;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 17,710。

总安装 6,452周安装 261GitHub Stars 173下载 2,025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:preload(preload 搜索)
来源仓库:https://github.com/patternsdev/skills
仓库路径:skills/preload
安装命令:
npx skills add https://github.com/patternsdev/skills --skill preload
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/patternsdev/skills --skill preload

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。

Preload 搜索技能用于查找、检索和筛选相关信息,支持关键词和场景匹配。适用于 Codex、Claude、Cursor、Gemini CLI 等宿主环境。通过 GitHub 安装,使用 npx skills add 命令添加指定仓库的技能。需确认权限范围和维护状态,注意可能触发联网或文件读写操作。

preload 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

来源仓库内路径:skills/preload

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/patternsdev/skills --skill preload;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

    它需要操作浏览器,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

preload 怎么安装?

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

preload 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。

preload 需要什么权限?

权限级别是操作浏览器。该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

preload 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。

preload 用的人多吗?

公开数据是累计安装 6,452 次,近一周安装 261 次,下载 2,025 次,GitHub 173 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。

preload 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
preload

preload 搜索 · 本页

6,452173操作浏览器未明确通过

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

Preload

Table of Contents

Preload (<link rel="preload">) is a browser optimization that allows critical resources (that may be discovered late) to be requested earlier. If you are comfortable thinking about how to manually order the loading of your key resources, it can have a positive impact on loading performance and metrics in the Core Web Vitals. That said, preload is not a panacea and requires an awareness of some trade-offs.

When to Use

  • Use this when critical resources (fonts, scripts, images) are discovered late in the loading process
  • This is helpful for improving Time To Interactive (TTI) and Largest Contentful Paint (LCP)

When NOT to Use

  • For non-critical resources — preloading too many assets delays the resources that actually matter for initial render
  • When resources are already discovered early by the browser's preload scanner (e.g., inline <script> tags in <head>)
  • When overuse leads to browser warnings about unused preloaded resources, indicating wasted bandwidth

Instructions

  • Use <link rel="preload"> for resources needed immediately on the current page
  • Be careful not to delay First Contentful Paint by preloading too many resources
  • Use as attribute to specify the resource type (script, style, font, image)
  • For fonts and other CORS-fetched resources, set crossorigin on the preload to match the eventual request mode
  • Only preload resources that must be visible within ~1 second of initial render

Details

<link rel="preload" href="emoji-picker.js" as="script">
...
</head>
<body>
  ...
  <script src="stickers.js" defer></script>
  <script src="video-sharing.js" defer></script>
  <script src="emoji-picker.js" defer></script>

When optimizing for metrics like Time To Interactive or First Input Delay, preload can be useful to load JavaScript bundles (or chunks) that are necessary for interactivity. Keep in mind that great care is needed when using preload as you want to avoid improving interactivity at the cost of delaying resources (like hero images or fonts) necessary for First Contentful Paint or Largest Contentful Paint.

If you are trying to optimize the loading of first-party JavaScript, you can also consider using <script defer> in the document <head> vs. <body> to help with early discover of these resources.

Preload in single-page apps

While prefetching is a great way to cache resources that may be requested some time soon, we can preload resources that need to be used instantly. Maybe it's a certain font that is used on the initial render, or certain images that the user sees right away.

Say our EmojiPicker component should be visible instantly on the initial render. Although it should not be included in the main bundle, it *should* get loaded in parallel. Just like *prefetch*, we can add a magic comment in order to let Webpack know that this module should be preloaded.

const EmojiPicker = import(/* webpackPreload: true */ "./EmojiPicker");
Webpack 4.6.0+ allows preloading of resources by adding /* webpackPreload: true */ to the import. In order to make preloading work in older versions of webpack, you'll need to add the preload-webpack-plugin to your webpack config.

After building the application, we can see that the EmojiPicker will be preloaded.

 Asset                             Size       Chunks                          Chunk Names
    emoji-picker.bundle.js         1.49 KiB   emoji-picker [emitted]          emoji-picker
    vendors~emoji-picker.bundle.js 171 KiB    vendors~emoji-picker [emitted]  vendors~emoji-picker
    main.bundle.js                 1.34 MiB   main  [emitted]                 main

Entrypoint main = main.bundle.js
(preload: vendors~emoji-picker.bundle.js emoji-picker.bundle.js)

The actual output is visible as a link tag with rel="preload" in the head of our document.

<link rel="preload" href="emoji-picker.bundle.js" as="script" />
<link rel="preload" href="vendors~emoji-picker.bundle.js" as="script" />

The preloaded EmojiPicker could be loaded in parallel with the initial bundle. Unlike prefetch, where the browser still had a say in whether it thinks it's got a good enough internet connection and bandwidth to actually prefetch the resource, a preloaded resource will get preloaded no matter what.

Instead of having to wait until the EmojiPicker gets loaded after the initial render, the resource will be available to us instantly! As we're loading assets with smarter ordering, the initial loading time may increase significantly depending on your users device and internet connection. Only preload the resources that have to be visible ~1 second after the initial render.

Preload + the async hack

Should you wish for browsers to download a script as high-priority, but not block the parser waiting for a script, you can take advantage of the preload + async hack below. The download of other resources may be delayed by the preload in this case, but this is a trade-off a developer has to make:

<link rel="preload" href="emoji-picker.js" as="script">
<script src="emoji-picker.js" async>

Font preloads must use crossorigin

Fonts are fetched as CORS resources, even when they are self-hosted on the same origin. This means the preload request and the eventual @font-face request need to use the same fetch mode, or the preload cannot be reused.

If you preload a font without crossorigin, the browser will typically make a no-cors preload request and later a separate cors request when CSS discovers the font. That leads to a double fetch of the same file and wastes bandwidth.

Avoid:

<link rel="preload" href="/fonts/inter-roman.woff2" as="font" type="font/woff2">

Prefer:

<link
  rel="preload"
  href="/fonts/inter-roman.woff2"
  as="font"
  type="font/woff2"
  crossorigin
>

And make sure the @font-face matches the same resource:

@font-face {
  font-family: "Inter";
  src: url("/fonts/inter-roman.woff2") format("woff2");
  font-display: swap;
}

This same rule applies more broadly: if the eventual consumer fetches a resource with CORS semantics, the preload should match that mode too.

Preload in Chrome 95+

Thanks to some fixes to preload's queue-jumping behavior in Chrome 95+, the feature is slightly safer to use more broadly. Pat Meenan of Chrome's new recommendations for preload suggest:

  • Putting it in HTTP headers will jump ahead of everything else
  • Generally, preloads will load in the order the parser gets to them for anything >= Medium so be careful putting preloads at the beginning of the HTML.
  • Font preloads are probably best towards the end of the head or beginning of the body
  • Import preloads should be done after the script tag that needs the import (so the actual script gets loaded/parsed first)
  • Image preloads will have a low priority and should be ordered relative to async scripts and other low/lowest priority tags

Conclusions

Again, use preload sparingly and measure its impact in production. If the preload for your image is earlier in the document than it is, this can help browsers discover it (and order relative to other resources). When used incorrectly, preloading can cause your image to delay First Contentful Paint (e.g CSS, Fonts) - the opposite of what you want. Also note that for such reprioritization efforts to be effective, it also depends on servers prioritizing requests correctly.

You may also find <link rel="preload"> to be helpful for cases where you need to fetch scripts without executing them.

A variety of web.dev articles touch on how to use Preload to:

Source

平台分布

Codex

38.24%
按下载量换算774

Claude

30.86%
按下载量换算625

Cursor

18.76%
按下载量换算380

Gemini CLI

9.65%
按下载量换算195

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

操作浏览器

该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

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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