Skill Voice Builder logo

Skill Voice Builder

OrganizationPopular
ZJU-REAL
skill-voice-builder

通过结构化访谈和写作样本分析,构建创作者个人声音画像(语气/用词/节奏/风格),确保后续内容风格一致。 当用户说"声音画像""我的写作风格""风格一致""建立人设语气""voice/tone""我的表达习惯""统一文风"时使用。 和 skill-audience-profiler 的区别:本 SKILL 建创作者自己的声音画像;audience-profiler 建目标受众/粉丝画像。

Overview

PublisherZJU-REAL
RepositoryEasel
Skill nameskill-voice-builder
Stars
3.5K
Forks
535
Bundled files
4
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.

  • 4 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 Voice Builder 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-voice-builder
  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-voice-builder .claude/skills/skill-voice-builder
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Skill Voice Builder 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 Voice Builder 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 Voice Builder 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.

声音画像构建

通过结构化访谈 + 写作样本分析,生成个人声音画像(about-me.md + voice.md),确保后续内容创作的品牌一致性。

输入

用户参与访谈并提供 3-5 篇写作样本(小红书笔记、抖音文案、B站文稿、微博帖子、公众号文章等)。

若用户没有样本,可输入 use samples 加载默认样本集 references/sample-content.md。

输出

两个文件,输出至项目根目录(独立的轻量声音产物,不属于 Profile 六维 schema;如需并入画像,可把要点回写到 profiles/<画像>/style.md):

  1. about-me.md(≤300 词)— 个人定位:身份定位、目标受众、主题支柱、行业观点、人设承诺、内容禁区
  2. voice.md(≤500 词)— 声音画像:正向信号(怎么写)+ 缺失信号(从不怎么写),合并在同一文件

执行步骤

1. 自动启动访谈

加载即执行,不做任何前言、摘要或确认。第一条消息必须是访谈问题。

禁止:

  • 总结本 SKILL 的功能
  • 询问用户是否准备好
  • 解释将生成哪些文件

2. 分两批提问(共 6 题)

使用 AskUserQuestion 工具,每批最多 4 题。

  • Batch 1(4 题):身份定位、目标受众、主题支柱、行业观点
  • Batch 2(2 题):人设承诺、内容禁区

问题详情及选项 → interview-questions.md

Batch 1 回答后立即发送 Batch 2,中间不做评论。若有答案为空,单独追问一次后继续。

3. 生成 about-me.md

根据 6 题答案撰写,结构:

# 我的定位
## 身份与定位
## 目标受众
## 内容主题支柱
## 行业观点
## 人设承诺
## 内容禁区

≤300 词。每一行都应是后续创作时可直接引用的信息。

4. 收集写作样本

提示用户粘贴 3-5 篇写作样本。支持一次性粘贴或逐篇发送。

  • 最少 3 篇才可进入分析,不足时追问
  • 用户输入 use samples → 加载 references/sample-content.md,告知样本作者并提醒可随时替换

5. 分析样本

跨所有样本寻找模式,不依赖单篇特征。

分析维度详情 → voice-analysis-dimensions.md

四个分析维度:

  • 声音信号 — 句长、段落节奏、开头风格、人称、语调、标志性短语、CTA 风格
  • 结构信号 — 长度范围、列表 vs 散文、开头/结尾模式、过渡手法
  • 主题信号 — 跨样本的高频主题、隐含受众、作者立场
  • 缺失信号 — 从未出现的词汇/标点、从未使用的开头类型、从未触及的语调

6. 生成 voice.md

综合声音画像,正向信号与缺失信号合并在同一文件:

# 我的声音画像
## 我听起来像谁
## 语气基调
## 句子节奏
## 开头钩子
## 我怎么开头
## 我怎么收尾
## 标志性表达
## 内容禁区
## 这个声音从不做的事

≤500 词。每个章节必须基于样本实证,不得编造。内容禁区 和 这个声音从不做的事 必须有样本缺失证据支撑。

7. 确认完成并提示下一步

告知用户两个文件已就绪,后续创作将自动引用。提示可用的下一步操作。

Profile 感知

  • 有 Profile — 从 Profile 中预填受众、平台、调性偏好等已知信息,访谈时跳过已有答案或用于验证;voice.md 中标注与 Profile 的一致性。
  • 无 Profile — 完整执行全部 6 题访谈,生成通用声音画像。

规则

  1. 加载即执行 — 不做摘要、不做解释、直接开始访谈
  2. 最少 3 篇样本 — 少于 3 篇不启动分析
  3. 基于实证 — 从样本中提取模式,不编造不存在的特征
  4. 矛盾保留 — 样本间风格矛盾时如实记录,不做平滑处理
  5. 字数限制 — about-me.md ≤300 词,voice.md ≤500 词
  6. 产物格式 — 所有样本内容使用代码块输出,保留换行和空白
  7. 不重复 — voice.md 不重复 about-me.md 中已有的受众和主题信息
  8. 语言 — 产物文件默认使用中文(除非样本明确为英文)
  9. 禁用破折号 — 产物文件和草稿中不使用 em dash

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 Voice Builder AI skill do?

通过结构化访谈和写作样本分析,构建创作者个人声音画像(语气/用词/节奏/风格),确保后续内容风格一致。 当用户说"声音画像""我的写作风格""风格一致""建立人设语气""voice/tone""我的表达习惯""统一文风"时使用。 和 skill-audience-profiler 的区别:本 SKILL 建创作者自己的声音画像;audience-profiler 建目标受众/粉丝画像。

Why use Skill Voice Builder on TypingMind?

Because you install it once and use it with any model. Skill Voice Builder 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 Voice Builder in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/ZJU-REAL/Easel/tree/main/skills/openclaw/skill-voice-builder. 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 Voice Builder?

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 Voice Builder?

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

Is the Skill Voice Builder 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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