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Content Tone Adjuster

Community
cafe3310
content-tone-adjuster

调整内容风格,提供「去 AI 腔调」「平实务实化」「极简直白风」三种方向

Overview

Publishercafe3310
Repositorypublic-agent-skills
Skill namecontent-tone-adjuster
Stars
256
Forks
30
Bundled files
3
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.

  • 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 cafe3310 on GitHub. Read the source before you install it.

Installation

Install the Content Tone Adjuster 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/cafe3310/public-agent-skills/tree/main/skills/content-tone-adjuster
  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/cafe3310/public-agent-skills.git /tmp/public-agent-skills
mkdir -p .claude/skills
cp -r /tmp/public-agent-skills/skills/content-tone-adjuster .claude/skills/content-tone-adjuster
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Content Tone Adjuster 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 Content Tone Adjuster 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 Content Tone Adjuster 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.

内容语气调整 (Content Tone Adjuster)

描述

此技能旨在帮助 Agent 对既有文本或文档进行深度的风格和语气调整。

当前,它集成了三种常用的文本调整方向:

  1. 去 AI 腔调 (Remove AI Artifacts): 侧重于消除 AI 生成文本中的套路化表达、过度奉承、长难句和刻板的机器感,让行文更像人类自然写的散文或博客。
  2. 平实务实化 (Grounded Writing): 侧重于去除职场“大词”、“黑话”与宏大叙事,将浮夸修辞转化为低调、务实、平实的操作性语言,适用于工作汇报或 OKR。
  3. 极简直白风 (Talk Normal): 侧重于极度精简、直接断言、不绕弯子、拒绝正反对比句式和总结性套话,适合快速问答、技术解答或核心观点输出。

工作流

当用户激活或使用此技能时,请严格按照以下步骤执行:

第一步:询问调整意向

直接询问用户:“您希望执行哪种类型的调整?请选择或直接输入您的要求:\n1. 去 AI 腔调 (消除 AI 机器感与刻板表达)\n2. 平实务实化 (去除职场大词与宏大叙事)\n3. 极简直白风 (直言断定,不加废话与套路铺垫)”

注意:在此处必须等待用户回复。在用户做出选择之前,不要进行任何文本处理。

第二步:加载对应系统提示词

根据用户的选择,使用文件读取工具加载对应的规则提示词:

  • 如果用户选择“1”或“去 AI 腔调”,请读取文件:skills/content-tone-adjuster/remove-ai-artifacts/prompt.md
  • 如果用户选择“2”或“平实务实化”,请读取文件:skills/content-tone-adjuster/grounded-writer/prompt.md
  • 如果用户选择“3”或“极简直白风”,请读取文件:skills/content-tone-adjuster/talk-normal/prompt.md

第三步:执行调整

读取完对应的提示词后,遵循该提示词内部定义的“执行流程”和“基本建议/改写原则”,与用户配合完成后续的改写工作。 注意,改写的时候用编辑工具,不要大范围完整重写,除非用户要求。

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 Content Tone Adjuster AI skill do?

调整内容风格,提供「去 AI 腔调」「平实务实化」「极简直白风」三种方向

Why use Content Tone Adjuster on TypingMind?

Because you install it once and use it with any model. Content Tone Adjuster 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 Content Tone Adjuster in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/cafe3310/public-agent-skills/tree/main/skills/content-tone-adjuster. 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 Content Tone Adjuster?

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 Content Tone Adjuster?

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

Is the Content Tone Adjuster AI skill free?

Yes. It is published on GitHub by cafe3310 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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