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Title Generator

Community
bozhouDev
title-generator

基于数字生命卡兹克标题方法论,为公众号长文和 X 推文生成高点击、强反差、不过度标题党的标题。Use when the user asks to 取标题、想个标题、这篇叫什么、标题不够抓人、改个标题、公众号标题、推文钩子、X 标题。

Overview

PublisherbozhouDev
Repositorybozhou-skills
Skill nametitle-generator
Stars
78
Forks
7
Bundled files
2
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 bozhouDev on GitHub. Read the source before you install it.

Installation

Install the Title 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/bozhouDev/bozhou-skills/tree/main/title-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/bozhouDev/bozhou-skills.git /tmp/bozhou-skills
mkdir -p .claude/skills
cp -r /tmp/bozhou-skills/title-generator .claude/skills/title-generator
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Title 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 Title 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 Title 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.

Title Generator

目标

用卡兹克式标题方法,把一个真实选题压缩成有画面、有反差、有情绪、能兑现的标题。

适用范围

  • 公众号长文标题
  • X 推文开头钩子或短标题
  • 不负责选题、大纲、正文写作

输入

尽量收集这些信息,不足时基于用户素材先做合理假设:

  1. 主题或正文草稿
  2. 目标平台:公众号 / X
  3. 核心承诺:读者点开后能得到什么
  4. 关键事实:产品名、人物、数字、时间、场景、冲突
  5. 风险边界:哪些表达不能夸张、不能冒犯、不能误导

工作流

  1. 先提炼标题卡片:对象、事件、反差、情绪、读者收益、可信细节。
  2. 阅读 references/kazike-patterns.md,至少调用 4 类模式,生成恰好 8 个候选标题。
  3. 阅读 references/kazike-checklist.md,筛掉空泛、失真、AI 腔或过度标题党的版本。
  4. 推荐 1 个最佳标题,同时给 1 个更稳妥版本和 1 个更强传播版本。
  5. 按平台微调:公众号优先完整标题,X 优先第一行钩子。

硬约束

  • 必须生成恰好 8 个候选标题。
  • 标题不能出现引号、冒号、破折号、感叹号。
  • 多分句标题必须用逗号分隔。
  • 戏剧化表达必须能被正文事实支撑。
  • 可以夸张情绪,不能编造结果、收益、数据或冲突。
  • 标题学卡兹克的钩子,正文仍应尊重 bozhou-writing-style 的接地气表达。

输出契约

  1. Title Strategy:一句话说明本次标题抓什么反差或情绪。
  2. Title Candidates x8:每个标题标注使用的卡兹克模式。
  3. Best Title Recommendation:推荐 1 个,并说明为什么最平衡。
  4. Safer Alternative:更稳妥、不那么标题党的版本。
  5. Stronger Alternative:更强传播、更戏剧化的版本。
  6. Eliminated Titles And Why:列出被淘汰标题和原因。

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 Title Generator AI skill do?

基于数字生命卡兹克标题方法论,为公众号长文和 X 推文生成高点击、强反差、不过度标题党的标题。Use when the user asks to 取标题、想个标题、这篇叫什么、标题不够抓人、改个标题、公众号标题、推文钩子、X 标题。

Why use Title Generator on TypingMind?

Because you install it once and use it with any model. Title 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 Title Generator in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/bozhouDev/bozhou-skills/tree/main/title-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 Title 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 Title Generator?

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

Is the Title Generator AI skill free?

It is published on GitHub by bozhouDev. Check the repository for licensing terms. 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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