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Douyin Transcribe

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chubbyguan
douyin-transcribe

抖音视频 → 下载 → 转录 → 存为 Markdown 的完整工作流。 支持短链接和完整链接;优先无 cookie 直采,被风控时回退 yt-dlp + 浏览器 cookie(无需登录)。

Overview

Publisherchubbyguan
Repositorychubbyskills
Skill namedouyin-transcribe
Stars
1.2K
Forks
147
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 chubbyguan on GitHub. Read the source before you install it.

Installation

Install the Douyin Transcribe 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/chubbyguan/chubbyskills/tree/main/douyin-transcribe
  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/chubbyguan/chubbyskills.git /tmp/chubbyskills
mkdir -p .claude/skills
cp -r /tmp/chubbyskills/douyin-transcribe .claude/skills/douyin-transcribe
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Douyin Transcribe 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 Douyin Transcribe 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 Douyin Transcribe 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.

抖音视频转录 Skill

将抖音视频下载音频,用 SenseVoice-Small 转录为文字,存为 Markdown 文件。

环境要求

bash
# Python 3.9+
python -m venv .venv
source .venv/bin/activate

# 依赖
pip install funasr modelscope torch torchaudio

# 系统依赖
# macOS: brew install ffmpeg
# Ubuntu: sudo apt install ffmpeg

使用方法

bash
python scripts/transcribe.py "https://v.douyin.com/xxxxx"

流程(3 步)

Step 1: 从抖音下载音频

使用 iesdouyin.com/share/video/<id> + 移动端 UA 获取 window._ROUTER_DATA,提取 CDN 下载链接。

关键点:

  • ✅ iesdouyin.com/share/video/ 而非 douyin.com/video/
  • ✅ 移动端 UA 必须用 iPhone
  • ✅ playwm → play 去水印
  • ⚠️ 首选无 cookie 直采;若分享页返回蜘蛛壳(风控),自动回退 yt-dlp + YTDLP_COOKIES_FROM_BROWSER(浏览器打开过 douyin.com 即可,无需登录)

Step 2: SenseVoice-Small 转录

python
from funasr import AutoModel
from funasr.utils.postprocess_utils import rich_transcription_postprocess

model = AutoModel(
    model="iic/SenseVoiceSmall",
    trust_remote_code=True,
    vad_model="fsmn-vad",
    vad_kwargs={"max_single_segment_time": 30000},
    device="cpu",
)

result = model.generate(input=audio_path, language="zh", use_itn=True, batch_size_s=60)

Step 3: 生成 Markdown

自动创建带 frontmatter 的 Markdown 文件。

性能数据

视频时长模型加载转录耗时总耗时
10 min~30s~25s~1 min
30 min~30s~75s~2 min
1h 22min~40s~180s~4 min

已知限制

  • SenseVoice-Small 模型首次下载约 893MB(从 ModelScope,国内快)
  • CPU 推理质量略低于 GPU,但中文仍优于 Whisper-small
  • VAD 自动切分可能把长停顿处切成两段
  • 不支持说话人分离
  • yt-dlp 不可用(需要 cookie),必须走 iesdouyin 路线

参考项目

⚖️ 合规声明

仅供个人学习与研究使用。请遵守目标平台的服务条款(ToS)与 robots 规则,控制请求频率,不要用于批量抓取、商用爬取或侵犯他人权益的场景。下载内容的版权归原作者所有。

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 Douyin Transcribe AI skill do?

抖音视频 → 下载 → 转录 → 存为 Markdown 的完整工作流。 支持短链接和完整链接;优先无 cookie 直采,被风控时回退 yt-dlp + 浏览器 cookie(无需登录)。

Why use Douyin Transcribe on TypingMind?

Because you install it once and use it with any model. Douyin Transcribe 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 Douyin Transcribe in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/chubbyguan/chubbyskills/tree/main/douyin-transcribe. 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 Douyin Transcribe?

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 Douyin Transcribe?

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

Is the Douyin Transcribe AI skill free?

Yes. It is published on GitHub by chubbyguan 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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