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Agent Skill · 研究检索

hook(hook 效率)

hook 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。

hook 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 42,057。

总安装 1,112周安装 45GitHub Stars 124下载 349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:hook(hook 效率)
来源仓库:https://github.com/kenneth-liao/ai-launchpad-marketplace
仓库路径:skills/hook
安装命令:
npx skills add https://github.com/kenneth-liao/ai-launchpad-marketplace --skill hook
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/kenneth-liao/ai-launchpad-marketplace --skill hook

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。

hook 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中快速定位候选结果。适用于根据关键词、任务场景或来源线索进行信息定位和整理。通过 npx skills add 命令从指定 GitHub 仓库安装使用。安装前需确认权限范围、维护状态及是否涉及联网或文件操作。

hook 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/hook

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/kenneth-liao/ai-launchpad-marketplace --skill…;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

hook 怎么安装?

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

hook 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。

hook 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。

hook 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。

hook 用的人多吗?

公开数据是累计安装 1,112 次,近一周安装 45 次,下载 349 次,GitHub 124 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。

hook 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
hook

hook 效率 · 本页

1,112124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

Hook Creation

Overview

This skill provides concrete requirements and proven patterns for creating opening hooks that retain audience attention, extend title/headline curiosity, and maximize engagement. The opening content is critical for retention across all platforms — video, email, and social.

Core Principle: The opening works best when it extends the curiosity created by the title/headline rather than repeating or wasting it. Because the audience already engaged based on the title's promise, attention momentum is at its peak — the opening should add new intrigue and make them even more interested.

When to Use

Use this skill when:

  • Planning new content and need to design the opening hook
  • Reviewing an existing opening for engagement optimization
  • The user asks for help with retention, early drop-off, or opening strategy
  • Creating content that requires strong audience engagement from the start
  • Analyzing why content has poor early engagement metrics

Content Type Resolution

Before creating hooks, determine the content type and load the appropriate platform-specific reference file:

Content TypeReference FileOpening Format
YouTube videoreferences/youtube-hooks.mdFirst 5-15 seconds of video
Newsletterreferences/newsletter-hooks.mdFirst paragraph / preview text
Social postreferences/social-hooks.mdFirst line / hook tweet

Essential: Read the relevant reference file before creating hooks — these references contain platform-specific patterns, timing requirements, and patterns to avoid that directly affect retention.

If the content type does not match any reference file, apply the universal principles below and adapt to the format.

Core Requirements

1. Curiosity Extension

The opening works best when it builds upon the intrigue from the title/headline rather than repeating it.

CORRECT Example:

  • Title: "Teach Your Cat 5 Tricks in 10 Minutes"
  • Opening: Rapid preview montage of impressive tricks in action
  • Audience thinks: "I can teach my cat ALL of that in only 10 minutes?!"

INCORRECT Example:

  • Title: "Teach Your Cat 5 Tricks in 10 Minutes"
  • Opening: "Today we're going to look at 5 tricks you can teach your cat in 10 minutes"
  • Audience thinks: "I know. Get on with it."

The opening should make the audience more interested than when they engaged. Attention should increase, not drain.

2. Direct Content Connection

Essential: Opening content should directly relate to the title/headline promise, because any disconnect breaks the trust that brought the audience in.

Guidelines:

  • Avoid unrelated tangents or side stories in the opening
  • Avoid delayed starts where main content appears much later
  • Keep content tightly connected to the promised value
  • If additional context is needed, introduce it after the hook is established

3. Patterns to Avoid

These patterns consistently fail because each one drains the attention momentum the title created:

3.1 Repeating the Title

Avoid restating what the title already communicated. The audience already has this information — repetition signals that the content won't offer anything new, and attention drops.

3.2 Greeting Before Hooking

Avoid starting with greetings, welcomes, or introductions before the hook. Greetings are fine after the initial hook is established, but leading with them delays the payoff.

  • Bad: "Hi everyone, welcome back..."
  • Bad: "Hey what's up, thanks for clicking..."
  • Bad: "In this issue, we'll cover..."
3.3 Starting with Unrelated Content

Avoid opening with tangents, stories, or content disconnected from the title/headline promise. Audience confusion triggers abandonment — they came for a specific promise and need immediate confirmation they're in the right place.

Effective Opening Hook Patterns

Use one of these proven hook structures:

Pattern A: Preview/Teaser

Show a brief glimpse of the payoff before diving into the full content.

Creates thought: "I need to know how to do that!" or "I need to read this."

Works best for: Educational content, tutorials, how-to guides.

Pattern B: Intrigue Escalation

Add surprising context that makes the promise MORE compelling than the title alone.

Example: Title about a technique -> Open with "What I'm about to show you took professionals years to discover, but you'll learn it in 60 seconds."

Creates thought: "This is even better than I expected!"

Works best for: Expert content, reveals, insider knowledge.

Pattern C: Problem Amplification

Immediately validate why the audience needs this content by amplifying the problem.

Example: Title about mistakes -> Open with "If you're doing [X], you're losing [specific bad outcome]."

Creates thought: "I need to fix this now!"

Works best for: Problem-solving content, mistake-avoidance content.

Pattern D: Immediate Value Demonstration

Jump straight into delivering on the promise. No preamble, just results.

Creates thought: "This is exactly what I came for!"

Works best for: Tactical content, quick tips, high-value insights.

Hook Creation Workflow

When creating or reviewing opening hooks, follow this workflow:

  1. Review title/headline — Understand what curiosity was created
  2. Identify the escalation — How can the opening make it MORE intriguing?
  3. Choose hook pattern — Which structure (A/B/C/D) best serves the content?
  4. Draft opening content — Create the opening section
  5. Apply verification checklist — Ensure all requirements are met
  6. Test against failure patterns — Ensure none of the 3 common failure patterns are present

Voice Application

Before finalizing any written output, invoke the creator-stack:voice skill to apply voice rules. Hooks should reflect the user's authentic voice, not generic copywriting language.

Brand Compliance

When creating assets for The AI Launchpad, invoke creator-stack:brand-guidelines to resolve the correct design system and check anti-patterns.

Quality Verification Checklist

Before finalizing any opening hook, verify ALL of these:

  • Non-Repetition Test: Does this opening avoid repeating the title? (Must be YES)
  • Curiosity Extension Test: Does this make the audience more curious than the title alone?
  • Direct Connection Test: Is this immediately related to what the title promised?
  • No Greeting First Test: Does this avoid greetings before the hook? (Must be YES)
  • Attention Increase Test: Will this increase audience attention, not drain it?
  • Engagement Validation Test: Does this confirm the audience made the right choice engaging?
  • Platform Timing Test: Does this meet the platform-specific timing/length requirements?

Common Failure Patterns

Pattern 1: The Friendly But Empty Greeting

Bad: "Hi everyone, welcome! Thanks so much for being here..."

Problem: Drains attention before value is delivered.

Pattern 2: The Exact Repetition

Bad: Title: "5 AI Agent Patterns"
     Opening: "Today I'm showing you 5 AI agent patterns"

Problem: Audience already knows this. No new information.

Pattern 3: The Meandering Start

Bad: Title: "Amazing Coding Hack"
     Opening: "So I was browsing GitHub yesterday and I saw
     this interesting repo and it reminded me of..."

Problem: Takes too long to get to the promised content.

Pattern 4: The Over-Explanation

Bad: "Before we get started, let me explain why this is
     important and give you some background on..."

Problem: Delays the payoff. Audience loses patience.

Success Priorities

Priority Order (highest to lowest):

  1. Extend curiosity — don't repeat the title (repetition is the most common reason hooks fail)
  2. Add intrigue beyond the title/headline
  3. Connect directly to promised content
  4. Hook before greeting — save introductions for after the hook lands
  5. Meet platform-specific timing/length requirements

The strongest hooks avoid these three patterns because each one drains the attention the title created: repeating the title, greeting before hooking, or starting with unrelated content. Regenerate if any of these are present, regardless of other qualities.

平台分布

Codex

34.93%
按下载量换算122

Claude

30.26%
按下载量换算106

Cursor

20.16%
按下载量换算70

Gemini CLI

9.91%
按下载量换算35

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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