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Skill Hook Generator

OrganizationPopular
ZJU-REAL
skill-hook-generator

针对任意主题生成多种 Hook(开头钩子)变体,用经过验证的互动公式抓住开头注意力,附字数校验。 当用户说"写钩子""开头怎么写""Hook""抓眼球的开头""标题钩子""前三秒""怎么开头"时使用。 本 SKILL 专攻可复用的开头钩子变体;成篇营销文案用 copywriting,视频分秒脚本用 video-script。

Overview

PublisherZJU-REAL
RepositoryEasel
Skill nameskill-hook-generator
Stars
3.5K
Forks
535
Bundled files
2
LicenseApache-2.0
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 2 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by ZJU-REAL on GitHub. Read the source before you install it.

Installation

Install the Skill Hook Generator AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/ZJU-REAL/Easel/tree/main/skills/openclaw/skill-hook-generator
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/ZJU-REAL/Easel.git /tmp/Easel
mkdir -p .claude/skills
cp -r /tmp/Easel/skills/openclaw/skill-hook-generator .claude/skills/skill-hook-generator
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Skill Hook Generator in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Skill Hook Generator on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Skill Hook Generator is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Hook 变体生成

针对任意主题,生成 6 种经过验证的 Hook 变体,每条 Hook 为 2 行结构(开场 + 反转),用于社媒内容开头的注意力捕获。

输入

用户 prompt 中提供的主题文本。可以是关键词、短语或一句话描述。

输出

6 条 Hook 变体,每条包含:

  • 第 1 行(开场):≤40 字符,陈述句,出人意料/具体/有冲击力
  • 第 2 行(反转):≤40 字符,与开场形成矛盾/重构/颠覆

输出格式:

### 1. 数字领衔
> [开场]
> [反转]

### 2. 逆向认知
> [开场]
> [反转]

### 3. 个人蜕变
> [开场]
> [反转]

### 4. 权威借势
> [开场]
> [反转]

### 5. 自我坦白
> [开场]
> [反转]

### 6. 未来冲击
> [开场]
> [反转]

输出完成后,追加下一步操作提示:

---
选一条 Hook,我帮你扩写成完整帖子。回复编号即可。

执行步骤

  1. 获取主题 — 从用户 prompt 中提取主题;用户已提供则直接使用,无需追问。
  2. 生成 6 种 Hook 变体 — 按 hook-formulas.md 中的 6 种公式逐一生成:
    • 数字领衔 (Number-led)
    • 逆向认知 (Contrarian)
    • 个人蜕变 (Personal transformation)
    • 权威借势 (Authority steal)
    • 自我坦白 (Admission)
    • 未来冲击 (Future shock)
  3. 逐条校验 — 每条 Hook 必须通过以下检查:
    • 每行 ≤40 字符:用脚本取确定性字数,不靠肉眼数。把每一行喂给 python3 skills/shared/scripts/wordcount.py count(stdin 传入),读 social_count 字段(社媒计数口径 = 中文字符 + 英文单词 + 数字串 + 标点)。 超过 40 就据结果压缩该行后重数,直到 social_count ≤ 40。
    • 开场行不含问号
    • 优先第一人称("我")视角增强代入感(趋势/未来/权威类公式可例外)
    • 优先使用阿拉伯数字
  4. 按结构化格式输出 — 见上方输出格式。
  5. 提供下一步操作提示 — 告知用户可选一条 Hook 扩写为完整帖子。

Profile 感知

  • 有 Profile:根据 Profile 中的 platform、tone、language 等字段调整 Hook 的语气、用语风格和平台习惯用法。例如小红书偏口语化、抖音偏节奏感。
  • 无 Profile:退回通用模式,使用中性语气生成,附注"如提供账号 Profile 可适配平台风格"。

规则

  1. 每行严格 ≤40 字符,用 ../../shared/scripts/wordcount.py count 逐行取 social_count 判定,超限即改
  2. 开场行禁止使用问句
  3. 禁止使用破折号(—)
  4. 禁止填充词(其实、就是、所以、然后)
  5. 数字一律用阿拉伯数字,不拼写
  6. 不含犹豫措辞(可能、也许、大概)
  7. 优先第一人称视角增强代入感;趋势/未来冲击/权威借势类公式可不含"我"
  8. 自动开始,不输出前言或寒暄

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Skill Hook Generator AI skill do?

针对任意主题生成多种 Hook(开头钩子)变体,用经过验证的互动公式抓住开头注意力,附字数校验。 当用户说"写钩子""开头怎么写""Hook""抓眼球的开头""标题钩子""前三秒""怎么开头"时使用。 本 SKILL 专攻可复用的开头钩子变体;成篇营销文案用 copywriting,视频分秒脚本用 video-script。

Why use Skill Hook Generator on TypingMind?

Because you install it once and use it with any model. Skill Hook Generator is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Skill Hook Generator in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/ZJU-REAL/Easel/tree/main/skills/openclaw/skill-hook-generator. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Skill Hook Generator?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Skill Hook Generator?

As many as you like. As long as a model supports skills, you can use Skill Hook Generator with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Skill Hook Generator AI skill free?

Yes. It is published on GitHub by ZJU-REAL under the Apache-2.0 license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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