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Sdt Xhs Title

Community
StopDisTrain
sdt-xhs-title

根据主题、正文或已有标题生成并筛选小红书标题,提供改写和 A/B 方案,同时检查账号调性、真实性以及正文能否兑现标题承诺。用户要起标题、改标题、套用标题模式或检查标题时使用。 English: Generate and filter Xiaohongshu titles from a topic, draft, or existing title, offering rewrites and A/B options while checking voice, truthfulness, and whether the content fulfills the promise. Use to write, improve, pattern-match, or review titles.

Overview

PublisherStopDisTrain
Repositorysdt-skills
Skill namesdt-xhs-title
Stars
283
Forks
0
Bundled files
3
LicenseMIT
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.

  • 3 bundled files

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

  • Open source

    Published by StopDisTrain on GitHub. Read the source before you install it.

Installation

Install the Sdt Xhs Title 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/StopDisTrain/sdt-skills/tree/main/skills/sdt-xhs-title
  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/StopDisTrain/sdt-skills.git /tmp/sdt-skills
mkdir -p .claude/skills
cp -r /tmp/sdt-skills/skills/sdt-xhs-title .claude/skills/sdt-xhs-title
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Sdt Xhs Title 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 Sdt Xhs Title 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 Sdt Xhs Title 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.

SDT 小红书标题

从 SDT 自有标题模式库选择可追溯结构,再按账号调性、正文承诺和事实边界过滤。

前置门

单独调用最低只需要一个主题、正文或已有标题。材料较少时直接生成轻量候选并写明假设,不强制用户先跑完整生产。

工作流

  1. 从输入提取话题、目标受众、真实素材和希望触发的反应;缺少受众时基于上下文做一个可撤销假设。
  2. 读取 references/title-patterns.md,选择跨至少 3 种触发器的模式。
  3. 先生成 10 个候选,每个标注 SDT 模式编号。
  4. 使用 scripts/validate_titles.py 检查长度。
  5. 过滤每个候选:
    • 不超过 20 个字符,标点计入
    • 不提前说完整答案
    • 正文能够兑现
    • 数字、身份和结果真实
    • 与账号语气匹配
  6. 交付 Top 3,并分别标注点击假设、风险和适配场景。

规则

  • 必须保留 SDT 模式编号。
  • “扩大话题”不能扩大成与正文无关的人群承诺。
  • 不用制造健康、财富或结果焦虑来换点击。
  • 标题不是爆款结论,只是待发布假设。

单项输出

用户只要标题时,直接输出:

  • 主题与受众假设
  • 10 个标题及模式编号
  • Top 3 与选择理由
  • 长度和兑现风险

不要自动生成正文、封面或开头。

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 Sdt Xhs Title AI skill do?

根据主题、正文或已有标题生成并筛选小红书标题,提供改写和 A/B 方案,同时检查账号调性、真实性以及正文能否兑现标题承诺。用户要起标题、改标题、套用标题模式或检查标题时使用。 English: Generate and filter Xiaohongshu titles from a topic, draft, or existing title, offering rewrites and A/B options while checking voice, truthfulness, and whether the content fulfills the promise. Use to write, improve, pattern-match, or review titles.

Why use Sdt Xhs Title on TypingMind?

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

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/StopDisTrain/sdt-skills/tree/main/skills/sdt-xhs-title. 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 Sdt Xhs Title?

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 Sdt Xhs Title?

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

Is the Sdt Xhs Title AI skill free?

Yes. It is published on GitHub by StopDisTrain under the MIT 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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