Claude Real Video
HUANGCHIHHUNGLeo/claude-real-video
Watch a video for the user. An agent skill from HUANGCHIHHUNGLeo/claude-real-video.
播客/小宇宙 → 下载 → 转录 → 存为 Markdown 的完整工作流. An agent skill from chubbyguan/chubbyskills.
Install Podcast Transcribe
$ npx skills add chubbyguan/chubbyskills --skill podcast-transcribe -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install chubbyguan/chubbyskills podcast-transcribe --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/chubbyguan/chubbyskills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/podcast-transcribe .claude/skills/podcast-transcribe && rm -rf skills-srcUse ~/.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/
Install the "podcast-transcribe" agent skill from https://github.com/chubbyguan/chubbyskills/tree/main/podcast-transcribe into .claude/skills/podcast-transcribe/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "podcast-transcribe", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/chubbyguan/chubbyskills/tree/main/podcast-transcribeType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add chubbyguan/chubbyskills --skill podcast-transcribe -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install chubbyguan/chubbyskills podcast-transcribe --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/chubbyguan/chubbyskills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/podcast-transcribe .agents/skills/podcast-transcribe && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "podcast-transcribe" agent skill from https://github.com/chubbyguan/chubbyskills/tree/main/podcast-transcribe into .agents/skills/podcast-transcribe/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "podcast-transcribe", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add chubbyguan/chubbyskills --skill podcast-transcribe -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install chubbyguan/chubbyskills podcast-transcribe --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/chubbyguan/chubbyskills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/podcast-transcribe .cursor/skills/podcast-transcribe && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "podcast-transcribe" agent skill from https://github.com/chubbyguan/chubbyskills/tree/main/podcast-transcribe into .cursor/skills/podcast-transcribe/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "podcast-transcribe", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/chubbyguan/chubbyskills.git --path podcast-transcribe--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add chubbyguan/chubbyskills --skill podcast-transcribe -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install chubbyguan/chubbyskills podcast-transcribe --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/chubbyguan/chubbyskills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/podcast-transcribe .gemini/skills/podcast-transcribe && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "podcast-transcribe" agent skill from https://github.com/chubbyguan/chubbyskills/tree/main/podcast-transcribe into .gemini/skills/podcast-transcribe/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "podcast-transcribe", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install chubbyguan/chubbyskills podcast-transcribeInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add chubbyguan/chubbyskills --skill podcast-transcribe -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/chubbyguan/chubbyskills.git skills-src && mkdir -p .github/skills && cp -r skills-src/podcast-transcribe .github/skills/podcast-transcribe && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "podcast-transcribe" agent skill from https://github.com/chubbyguan/chubbyskills/tree/main/podcast-transcribe into .github/skills/podcast-transcribe/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "podcast-transcribe", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add chubbyguan/chubbyskills --skill podcast-transcribe -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install chubbyguan/chubbyskills podcast-transcribe --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/chubbyguan/chubbyskills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/podcast-transcribe .opencode/skills/podcast-transcribe && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "podcast-transcribe" agent skill from https://github.com/chubbyguan/chubbyskills/tree/main/podcast-transcribe into .opencode/skills/podcast-transcribe/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "podcast-transcribe", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
podcast-transcribe- GitHub stars
- 1.2k
- Token cost
- ~1.1k tokens
- SKILL.md length
- 199 words
- Files
- 8 (incl. scripts)
- Skills in repo
- 14
- Repo updated
- First seen
- Licence
- MIT
At a glance
播客/小宇宙 → 下载 → 转录 → 存为 Markdown 的完整工作流. An agent skill from chubbyguan/chubbyskills.
- Tasks that involve Transcription
- SKILL.md covers 环境要求, 单集与批量, 本地模型选择：SenseVoice-Small vs… and 可选云端转录, plus 4 more sections
- Runs Python scripts from its folder; calls python3 and pip; reaches xiaoyuzhoufm.com; needs DASHSCOPE_API_KEY and GROQ_API_KEY
- Tasks that involve Speech recognition and synthesis
What it does
Podcast Transcribe is an agent skill from chubbyguan/chubbyskills. 播客/小宇宙 → 下载 → 转录 → 存为 Markdown 的完整工作流。 支持 RSS 批量下载、单集链接转录。
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files, including scripts (for example `scripts/batch_transcribe.py`, `scripts/cloud_transcribe.py` and `scripts/local_qwen_asr.py`).
It sits in Media & Creative, covering Transcription and Speech recognition and synthesis. It works with Qwen and FFmpeg. 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 Speech recognition and synthesis
Example prompts
- “/podcast-transcribe”
Requirements
- Python 3
- A credential in DASHSCOPE_API_KEY
- A credential in GROQ_API_KEY
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 6 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python3pip
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:
xiaoyuzhoufm.com
Also links to:
github.comhelp.aliyun.comconsole.groq.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
DASHSCOPE_API_KEYGROQ_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Podcast Transcribe loads about 1.1k tokens when it runs. Until then it costs about 19 tokens; SKILL.md has 199 words of instructions outside code blocks.
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:28
# Ubuntu: sudo apt install ffmpeg
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). 199 words, ~1,122 tokens.
Download SKILL.mdSave it as
.claude/skills/podcast-transcribe/SKILL.md (or your agent's skills folder). This skill also uses 7 other files; get the full folder from GitHub.- name
- podcast-transcribe
- description
- 播客/小宇宙 → 下载 → 转录 → 存为 Markdown 的完整工作流。 支持 RSS 批量下载、单集链接转录。
- metadata.category
- media
- metadata.triggers
- ["用户发送小宇宙/播客链接", "帮我转录这个播客", "下载播客", "批量转录播客"]
- metadata.version
- 1.1.0
- metadata.tags
- ["media", "audio", "podcast", "transcription", "xiaoyuzhou"]
播客转录 Skill
将播客音频下载并转录为 Markdown。支持小宇宙、喜马拉雅、直接音频地址、本地音频和 RSS 批量流程。
默认在本地使用 SenseVoice-Small（与视频类技能共用的 chubby_common/funasr.py 封装）。可选云端后端为阿里云百炼 DashScope 的 qwen3-asr-flash 和 Groq 的 whisper-large-v3-turbo，用户明确选择后才启用；音频会发送至云端并可能计费。
环境要求
以下命令在本 skill 目录运行，建议使用 Python 3.11 或更新版本：
python3 -m venv .venv
source .venv/bin/activate
python3 -m pip install -r requirements.txt
# macOS: brew install ffmpeg
# Ubuntu: sudo apt install ffmpeg本地模型首次使用时需要下载。仅使用云端后端不需要 funasr 本地依赖；不支持的音频容器转换仍可能需要 ffmpeg。云端密钥通过安全环境配置，不能写入命令参数、转录稿或版本库。
单集与批量
python3 scripts/transcribe.py "https://www.xiaoyuzhoufm.com/episode/xxxxx" ./output \
--provider local
python3 scripts/transcribe.py "/你的音频目录/episode.mp3" ./output \
--provider local --language zh
python3 scripts/batch_transcribe.py --rss-url "替换为实际 RSS 地址" \
--output ./output --count 10 --provider local将示例地址替换为实际来源。单集页面会尝试提取音频链接，提取失败时改用直接音频地址或本地文件。标准输出最后一行是成功生成的 Markdown 路径。
自动下载仅接受公网 HTTP(S) 直连地址，禁用代理和重定向，拒绝本地/私网地址。需要跳转或代理的来源，请先自行下载音频，再传入本地文件路径。
本地模型选择：SenseVoice-Small vs Qwen3-ASR-0.6B
--provider local 支持两个本地模型：SenseVoiceSmall（默认）和 qwen3-asr-0.6b：
python3 scripts/transcribe.py "/你的音频目录/episode.mp3" ./output --provider local
python3 scripts/transcribe.py "/你的音频目录/episode.mp3" ./output --provider local --model qwen3-asr-0.6bqwen3-asr-0.6b 是可选重依赖，不在默认安装内，需自行 pip install qwen-asr transformers torch。
以下对比数据来自 2026-10 在 MacBook Pro（Apple M3 Pro，纯 CPU）上对 5 分钟中文播客的实测：
| SenseVoice-Small（默认） | Qwen3-ASR-0.6B（可选） | |
|---|---|---|
| 速度 | RTF 0.11（5 分钟音频约 33 秒） | RTF 0.80（约 4 分钟，慢约 7 倍） |
| 专有名词 | 一般（"岩茶"误作"盐茶"，人名前后不一致） | 更稳（"岩茶"、人名识别一致） |
| 主要风险 | 输出混入情感标签，正式文稿需清洗 | 有幻觉式改写风险（"黄金加工厂"→"皇帝家族"）；无 ITN，数字输出为全文字 |
| 长音频 | VAD 自动分段，稳定 | 整段进模型；本后端已把 max_new_tokens 调到 4096 避免截断 |
| 适用场景 | CPU 默认选择，长播客友好 | GPU 机器，或对专名/人名准确性敏感的内容 |
两者质量互有胜负、没有代差。CPU 场景请保持默认 SenseVoice-Small；有 GPU 或专名敏感时再选 Qwen3-ASR-0.6B。
可选云端转录
| 后端 | 凭据环境变量 | 默认模型 |
|---|---|---|
local | 无 | SenseVoiceSmall（仅用于元数据记录） |
dashscope | DASHSCOPE_API_KEY | qwen3-asr-flash |
groq | GROQ_API_KEY | whisper-large-v3-turbo |
配置 DASHSCOPE_API_KEY 或 GROQ_API_KEY 后：
python3 scripts/transcribe.py "/你的音频目录/episode.mp3" ./output \
--provider dashscope --cloud-timeout 1800 \
--state-dir "$HOME/.local/state/chubbyskills/podcast"
python3 scripts/transcribe.py "/你的音频目录/episode.mp3" ./output \
--provider groq --cloud-timeout 1800 \
--state-dir "$HOME/.local/state/chubbyskills/podcast"--provider 优先于 PODCAST_TRANSCRIBE_PROVIDER，都未指定时使用 local。批量入口支持同样的 provider、模型、语言、等待和状态目录参数，并把最终选项显式传给单集进程。
两个云端后端都是同步接口。DashScope 限制为编码后不超过 10MB、时长不超过 5 分钟（客户端在原始文件超过 7 MiB 时拒绝并提示改用本地 SenseVoice）。Groq 免费层单文件上限 25MB，达到上限的长音频会自动分片：ffmpeg 切成 20 分钟一段（约 9.6MB/段），逐段转录后按顺序拼接，时间戳自动累加偏移；分片进度逐段落盘，中断后重跑同一命令断点续传，不重复提交已完成分片；遇 429 按 Retry-After/指数退避等待。Groq 返回的分段时间戳会作为附录保留。分片和容器转换需要本机 ffmpeg。
云端任务恢复
默认状态目录为 ~/.local/state/chubbyskills/podcast；设置了 XDG_STATE_HOME 时使用其中的 chubbyskills/podcast。还可用 CHUBBY_PODCAST_STATE_DIR 或 --state-dir 指定。目录包含任务与转录内容，应按音频内容的隐私要求保存。
相同音频、provider、模型、语言和服务地址再次运行时，已有任务继续查询；已完成结果可以重新导出。提交结果不明确或服务端报告失败时，不自动重新提交。普通网络重试保留状态目录并重跑原命令即可。
--resubmit 明确创建新任务，可能重复计费。不要用它解决单纯的轮询超时。删除状态目录或改变输入配置也可能失去复用条件。客户端超时不等于服务端取消，也不代表没有计费。
完整仓库使用说明、统一入库和验证范围见云端转录说明。
产物与限制
产物为带 frontmatter、来源和转录后端标记的 Markdown。后端返回可用分段时保留时间戳；没有时间信息时不编造时间轴。
- 本地 SenseVoice-Small 只输出纯文本全文，不生成逐段时间戳（段数记为 1）。
- 本地 CPU 推理耗时受音频长度和机器配置影响。
- 转录可能有专有名词、数字或断句错误，引用前核对原始音频。
- 云端真实可用性、账号权限、音频兼容性和费用尚需独立验收。
- 本 skill 不提供通用说话人分离保证。
贡献与参考
可选云端转录需求最初来自 binyangzhu000-sudo 的 PR #3 和 Anil-matcha 的 PR #5（Atlas / MuAPI 实验后端，现已被 DashScope 后端取代，归属保留）。
合规声明
请遵守来源平台条款并尊重内容版权，控制请求频率。云端处理前确认自己有权向所选服务提交音频；下载和转录不会改变原内容的版权归属。
© 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 7 other files (scripts) in podcast-transcribe of chubbyguan/chubbyskills.
- SKILL.md
- requirements.txt
- scripts/batch_transcribe.py
- scripts/cloud_transcribe.py
- scripts/local_qwen_asr.py
- scripts/provider_config.py
- scripts/safe_download.py
- scripts/transcribe.py
Open the folder on GitHubat commit 1b759b1
Compare with similar skills
Podcast 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Podcast Transcribe this skillchubbyguan/chubbyskills | 1.2k | — | ~1.1k | Automated safety check: Notes | MIT | |
| Claude Real VideoHUANGCHIHHUNGLeo/claude-real-video | 2.2k | — | ~639 | Automated safety check: Pass | MIT | |
| Claude Real Video For AgentsHUANGCHIHHUNGLeo/claude-real-video | 2.2k | — | ~2k | Automated safety check: Notes | MIT | |
| Video Clip Extractorlinzzzzzz/openclip | 569 | — | ~2.8k | Automated safety check: Warn | MIT | |
| Summarize Callreysu/ai-life-skills | 270 | — | ~3.8k | Automated safety check: Notes | MIT | |
| Watchmathiaschu/watch | 142 | — | ~4k | Automated safety check: Warn | MIT |
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Questions about Podcast Transcribe
What does Podcast Transcribe do?
播客/小宇宙 → 下载 → 转录 → 存为 Markdown 的完整工作流. An agent skill from chubbyguan/chubbyskills. Podcast Transcribe is an agent skill from chubbyguan/chubbyskills.
When should I use Podcast Transcribe?
Podcast Transcribe fits situations like: tasks that involve Transcription; tasks that involve Speech recognition and synthesis.
How do I install Podcast Transcribe in Claude Code?
Run `npx skills add chubbyguan/chubbyskills --skill podcast-transcribe -a claude-code`. Or copy the skill folder (podcast-transcribe in chubbyguan/chubbyskills) into .claude/skills/podcast-transcribe in your project. Claude Code loads it when a task matches its description.
How do I install Podcast Transcribe in Codex?
Run `npx skills add chubbyguan/chubbyskills --skill podcast-transcribe -a codex`. Or copy the skill folder (podcast-transcribe in chubbyguan/chubbyskills) into .agents/skills/podcast-transcribe in your project. Codex loads it when a task matches its description.
Can I use Podcast 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 podcast-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/podcast-transcribe, .gemini/skills/podcast-transcribe, .github/skills/podcast-transcribe and .opencode/skills/podcast-transcribe in your project.
What does Podcast Transcribe need to run?
Going by SKILL.md and its folder, Podcast Transcribe needs Python for the scripts in its folder, the command-line tools its instructions call (python3 and pip) and credentials named DASHSCOPE_API_KEY and GROQ_API_KEY. Our summary lists: Python 3; A credential in DASHSCOPE_API_KEY; A credential in GROQ_API_KEY.
Does Podcast Transcribe access the network?
SKILL.md names 4 domains. In commands or code: xiaoyuzhoufm.com; the agent is likely to contact it when it follows the instructions. As links in the text: github.com, help.aliyun.com and console.groq.com. This is read from the text; nothing was executed.
Is Podcast 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 Podcast Transcribe use?
Podcast 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 Podcast Transcribe use?
About 1.1k tokens (SKILL.md is roughly 4.5k 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 Podcast Transcribe?
Skills that share tags, products or a category with Podcast Transcribe: Claude Real Video (HUANGCHIHHUNGLeo/claude-real-video, 2.2k stars), Claude Real Video For Agents (HUANGCHIHHUNGLeo/claude-real-video, 2.2k stars), Video Clip Extractor (linzzzzzz/openclip, 569 stars) and Summarize Call (reysu/ai-life-skills, 270 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Podcast 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.