Agent skill

Weibo Transcribe

by chubbyguan in chubbyguan/chubbyskills

微博视频 → 下载 → 转录 → 存为 Markdown. An agent skill from chubbyguan/chubbyskills.

MITAuto-check: notesMedia & Creative

Install Weibo Transcribe

skills CLI
$ npx skills add chubbyguan/chubbyskills --skill weibo-transcribe -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install chubbyguan/chubbyskills weibo-transcribe --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/chubbyguan/chubbyskills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/weibo-transcribe .claude/skills/weibo-transcribe && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
weibo-transcribe
GitHub stars
1.2k
Token cost
~535 tokens
SKILL.md length
65 words
Files
3 (incl. scripts)
Skills in repo
14
Repo updated
First seen
Licence
MIT

At a glance

微博视频 → 下载 → 转录 → 存为 Markdown. An agent skill from chubbyguan/chubbyskills.

  • Works in 3 steps: yt-dlp 下载音频 → SenseVoice-Small 转录 → 生成 Markdown
  • Tasks that involve Transcription
  • SKILL.md covers 环境要求, 使用方法, 流程 and 已知限制, plus 2 more sections
  • Runs Python scripts from its folder; calls python, pip and yt-dlp; reaches m.weibo.cn and weibo.com

What it does

Weibo Transcribe is an agent skill from chubbyguan/chubbyskills. 微博视频 → 下载 → 转录 → 存为 Markdown。 支持 weibo.com 和 m.weibo.cn 链接,无需登录。

Its SKILL.md is about 540 tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including scripts (for example `scripts/transcribe.py`).

It sits in Media & Creative, covering Transcription and Markdown. It works with YouTube. The repository describes itself as: 把中文全渠道内容(抖音 / B站 / 小红书 / 公众号 / X / 播客)采集进个人知识库的 14 个 AI Skill:图文存图、视频转文字稿、字幕优先免 GPU、RSS/YouTube 订阅调度与每日情报简报,附带知识库 MCP server。| Ingest Chinese content into your personal knowledge… The licence is MIT.

When your agent uses it

  • Tasks that involve Transcription
  • Tasks that involve Markdown

Example prompts

  • “/weibo-transcribe”

Requirements

  • Python 3

Workflow steps

3 steps, taken from the step headings in SKILL.md.

  1. yt-dlp 下载音频
  2. SenseVoice-Small 转录
  3. 生成 Markdown

What it can do on your machine

Read from SKILL.md and the folder at commit 1b759b1. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 1 file in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python
    • pip
    • yt-dlp

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • m.weibo.cn
    • weibo.com

    Also links to:

    • github.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Weibo Transcribe loads about 535 tokens when it runs. Until then it costs about 20 tokens; SKILL.md has 65 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~20
When it runs · the whole SKILL.md, loaded when a task matches
~535

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NoteRuns commands with sudoSKILL.md:29
    # Ubuntu: sudo apt install ffmpeg && pip install yt-dlp

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from chubbyguan/chubbyskills at commit 1b759b1, republished under its MIT licence (© chubbyguan). 65 words, ~535 tokens.

Download SKILL.mdSave it as .claude/skills/weibo-transcribe/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.
name
weibo-transcribe
description
微博视频 → 下载 → 转录 → 存为 Markdown。 支持 weibo.com 和 m.weibo.cn 链接,无需登录。
metadata.category
media
metadata.triggers
["用户发送微博视频链接", "把这个微博视频转成文字", "帮我转录这个微博"]
metadata.version
1.0.0
metadata.tags
[media, video, transcription, weibo]

微博视频转录 Skill

将微博视频下载音频,用 SenseVoice-Small 转录为文字,存为带 frontmatter 的 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 yt-dlp
# Ubuntu: sudo apt install ffmpeg && pip install yt-dlp

使用方法

bash
# 桌面端链接
python scripts/transcribe.py "https://weibo.com/xxxxx"

# 移动端链接(更稳定)
python scripts/transcribe.py "https://m.weibo.cn/xxxxx"

# 指定输出目录
python scripts/transcribe.py "https://m.weibo.cn/xxxxx" -o ./output

流程

Step 1: yt-dlp 下载音频

微博对桌面端 UA 拦截较严,脚本自动使用移动端 UA + Referer 伪装。优先用 m.weibo.cn 链接,成功率更高。

bash
yt-dlp --extract-audio --audio-format mp3 --audio-quality 128K \
  --user-agent "Mozilla/5.0 (iPhone; CPU iPhone OS 16_0 like Mac OS X) ..." \
  --referer "https://m.weibo.cn/" \
  "https://m.weibo.cn/status/example"
Step 2: SenseVoice-Small 转录
python
from funasr import AutoModel

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

脚本自动创建带 frontmatter 的 Markdown 文件,包含来源链接、作者、语言和转录文本。下载失败会自动重试。

已知限制

  • 链接形态:桌面端 weibo.com 链接常被反爬拦截,优先使用 m.weibo.cn 移动端链接
  • 反爬:微博对非移动端 UA 和缺失 Referer 的请求拦截较严;脚本已内置移动端 UA,但频繁请求仍可能触发限流
  • 登录态:私密博文、仅粉丝可见内容需要登录,当前脚本不携带登录态
  • 语言:微博以中文为主,脚本默认 language=zh;英文内容建议改用 youtube-transcribe
  • 模型大小:SenseVoice-Small 首次下载约 893MB

致谢

⚖️ 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。

© chubbyguan, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 2 other files (scripts) in weibo-transcribe of chubbyguan/chubbyskills.

  • SKILL.md
  • requirements.txt
  • scripts/transcribe.py

Open the folder on GitHubat commit 1b759b1

Compare with similar skills

Weibo Transcribe next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Weibo Transcribe compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Weibo Transcribe this skillchubbyguan/chubbyskills1.2k—~535Automated safety check: NotesMIT
Youtube FetcherJimmySadek/youtube-fetcher-to-markdown485—~3.1kAutomated safety check: PassMIT
Youtube Notetakersickn33/agentic-awesome-skills47k1 repos~2.3kAutomated safety check: PassMIT
MarkitdownImCa0/just-laws78114 repos~3.2kAutomated safety check: NotesMIT
Native Subtitle Quote Imagechengyi-ai/native-subtitle-quote-image2.6k—~1.8kAutomated safety check: PassMIT
Video Dataoxylabs/agent-skills875—~1.4kAutomated safety check: PassMIT

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Works with

Questions about Weibo Transcribe

What does Weibo Transcribe do?

微博视频 → 下载 → 转录 → 存为 Markdown. An agent skill from chubbyguan/chubbyskills. Weibo Transcribe is an agent skill from chubbyguan/chubbyskills.

When should I use Weibo Transcribe?

Weibo Transcribe fits situations like: tasks that involve Transcription; tasks that involve Markdown.

How do I install Weibo Transcribe in Claude Code?

Run `npx skills add chubbyguan/chubbyskills --skill weibo-transcribe -a claude-code`. Or copy the skill folder (weibo-transcribe in chubbyguan/chubbyskills) into .claude/skills/weibo-transcribe in your project. Claude Code loads it when a task matches its description.

How do I install Weibo Transcribe in Codex?

Run `npx skills add chubbyguan/chubbyskills --skill weibo-transcribe -a codex`. Or copy the skill folder (weibo-transcribe in chubbyguan/chubbyskills) into .agents/skills/weibo-transcribe in your project. Codex loads it when a task matches its description.

Can I use Weibo Transcribe in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add chubbyguan/chubbyskills --skill weibo-transcribe -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/weibo-transcribe, .gemini/skills/weibo-transcribe, .github/skills/weibo-transcribe and .opencode/skills/weibo-transcribe in your project.

What does Weibo Transcribe need to run?

Going by SKILL.md and its folder, Weibo Transcribe needs Python for the scripts in its folder and the command-line tools its instructions call (python, pip and yt-dlp). Our summary lists: Python 3.

Does Weibo Transcribe access the network?

SKILL.md names 3 domains. In commands or code: m.weibo.cn and weibo.com; the agent is likely to contact these when it follows the instructions. As links in the text: github.com. This is read from the text; nothing was executed.

Is Weibo Transcribe safe to install?

Our automated static check of SKILL.md found notes only (runs commands with sudo), nothing it rates as a warning. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Weibo Transcribe use?

Weibo Transcribe is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Weibo Transcribe use?

About 535 tokens (SKILL.md is roughly 2.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Weibo Transcribe?

Skills that share tags, products or a category with Weibo Transcribe: Youtube Fetcher (JimmySadek/youtube-fetcher-to-markdown, 485 stars), Youtube Notetaker (sickn33/agentic-awesome-skills, 47k stars), Markitdown (ImCa0/just-laws, 781 stars) and Native Subtitle Quote Image (chengyi-ai/native-subtitle-quote-image, 2.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Weibo Transcribe?

chubbyguan (a GitHub user) maintains it in chubbyguan/chubbyskills, which has 1,217 GitHub stars. The repository holds 14 skills in this directory. The repository was last updated on October 8, 2026.

Source: chubbyguan/chubbyskills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.