Multi-Source to NotebookLM Processor
joeseesun/qiaomu-anything-to-notebooklm
Collects content from WeChat articles, web pages, YouTube, podcasts, documents and more, uploads it to NotebookLM and generates podcasts, slides or mind maps.
用户要总结一个视频、提炼要点、写内容摘要或会议纪要式的回顾时用：挑出这一期最值得带走的两三件事，从读者关心的问题讲起、讲透，其余少说或不说；另附一组带视频时间的要点，方便跳回那一段。适用于访谈、播客、演讲、教程、评测、会议、圆桌等任何有转写的视频。不用于总结与视频无关的文章或纯文本，也不用于写博客文章（那是另一种产出）。
Install Video Summary
$ npx skills add JimLiu/baocut --skill video-summary -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install JimLiu/baocut video-summary --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/JimLiu/baocut.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/video-summary .claude/skills/video-summary && 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 "video-summary" agent skill from https://github.com/JimLiu/baocut/tree/main/skills/video-summary into .claude/skills/video-summary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "video-summary", 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/JimLiu/baocut/tree/main/skills/video-summaryType 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 JimLiu/baocut --skill video-summary -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install JimLiu/baocut video-summary --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/JimLiu/baocut.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/video-summary .agents/skills/video-summary && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "video-summary" agent skill from https://github.com/JimLiu/baocut/tree/main/skills/video-summary into .agents/skills/video-summary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "video-summary", 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 JimLiu/baocut --skill video-summary -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install JimLiu/baocut video-summary --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/JimLiu/baocut.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/video-summary .cursor/skills/video-summary && 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 "video-summary" agent skill from https://github.com/JimLiu/baocut/tree/main/skills/video-summary into .cursor/skills/video-summary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "video-summary", 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/JimLiu/baocut.git --path skills/video-summary--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 JimLiu/baocut --skill video-summary -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install JimLiu/baocut video-summary --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/JimLiu/baocut.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/video-summary .gemini/skills/video-summary && 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 "video-summary" agent skill from https://github.com/JimLiu/baocut/tree/main/skills/video-summary into .gemini/skills/video-summary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "video-summary", 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 JimLiu/baocut video-summaryInstalls 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 JimLiu/baocut --skill video-summary -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/JimLiu/baocut.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/video-summary .github/skills/video-summary && 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 "video-summary" agent skill from https://github.com/JimLiu/baocut/tree/main/skills/video-summary into .github/skills/video-summary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "video-summary", 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 JimLiu/baocut --skill video-summary -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install JimLiu/baocut video-summary --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/JimLiu/baocut.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/video-summary .opencode/skills/video-summary && 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 "video-summary" agent skill from https://github.com/JimLiu/baocut/tree/main/skills/video-summary into .opencode/skills/video-summary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "video-summary", 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
video-summary- GitHub stars
- 611
- Token cost
- ~2k tokens
- SKILL.md length
- 234 words
- Files
- 2 (incl. references)
- Skills in repo
- 17
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
用户要总结一个视频、提炼要点、写内容摘要或会议纪要式的回顾时用：挑出这一期最值得带走的两三件事，从读者关心的问题讲起、讲透，其余少说或不说；另附一组带视频时间的要点，方便跳回那一段。适用于访谈、播客、演讲、教程、评测、会议、圆桌等任何有转写的视频。不用于总结与视频无关的文章或纯文本，也不用于写博客文章（那是另一种产出）。
- Works in 12 steps: 取材料 → 语言 → 写给谁看 → …
- Tasks that involve Video and podcast notes
- SKILL.md covers 1. 取材料, 2. 语言, 3. 写给谁看 and 4. 产出是什么, plus 8 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Video Summary is an agent skill from JimLiu/baocut. 用户要总结一个视频、提炼要点、写内容摘要或会议纪要式的回顾时用：挑出这一期最值得带走的两三件事，从读者关心的问题讲起、讲透，其余少说或不说；另附一组带视频时间的要点，方便跳回那一段。适用于访谈、播客、演讲、教程、评测、会议、圆桌等任何有转写的视频。不用于总结与视频无关的文章或纯文本，也不用于写博客文章（那是另一种产出）。
Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/writing-baseline.md`).
It sits in Knowledge Management, covering Video and podcast notes. The repository describes itself as: BaoCut: an AI video agent with an editable timeline. Transcribe, subtitle, translate, dub, cut and animate.
When your agent uses it
- Tasks that involve Video and podcast notes
Example prompts
- “/video-summary”
Workflow steps
12 steps, taken from the step headings in SKILL.md.
- 取材料
- 语言
- 写给谁看
- 产出是什么
- 动笔之前
- 正文怎么写
- 要点
- 不同的视频，不同的侧重
- 篇幅与风格
- 要避免的
- 交付
- 自查
What it can do on your machine
Read from SKILL.md and the folder at commit 9ccb7be. 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
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
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
Video Summary loads about 2k tokens when it runs, and up to ~4.8k if it reads all its reference files. Until then it costs about 44 tokens; SKILL.md has 234 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 passed
The automated check found no risky patterns in SKILL.md.
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); files beside SKILL.md are not scanned.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 234 words (~2,036 tokens).
- name
- video-summary
- version
- 2.0.0
Files
SKILL.md and 1 other file (references) in skills/video-summary of JimLiu/baocut.
- SKILL.md
- references/writing-baseline.md
Open the folder on GitHubat commit 9ccb7be
Compare with similar skills
Video Summary 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 |
|---|---|---|---|---|---|---|
| Video Summary this skillJimLiu/baocut | 611 | — | ~2k | Automated safety check: Pass | Custom licence | |
| Multi-Source to NotebookLM Processorjoeseesun/qiaomu-anything-to-notebooklm | 6.2k | — | ~3.6k | Automated safety check: Pass | MIT | |
| Video Transcriptsudecode/plate | 17k | — | ~1.5k | Automated safety check: Pass | Custom licence | |
| YouTube Transcript FetcherZeroPointRepo/youtube-skills | 1k | 1 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Subscription Videos MetadataEfficientStreet/youtube-subscriptions-ingest | 180 | — | ~7.1k | Automated safety check: Notes | MIT | |
| YouTube Video TranscriptZeroPointRepo/youtube-skills | 1k | 1 repos | ~1.1k | Automated safety check: Pass | MIT |
Similar skills
Video Transcripts
udecode/plate
Generate structured video transcripts from local files or video URLs using Gemini Files API.
YouTube Transcript Fetcher
ZeroPointRepo/youtube-skills
Fetches the transcript of a YouTube video through TranscriptAPI.com so the agent can summarize, quote, translate or fact-check what was said.
Subscription Videos Metadata
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Pull metadata from YouTube subscription videos into a second-brain vault as a real cross-linked knowledge graph — not just a flat archive.
YouTube Video Transcript
ZeroPointRepo/youtube-skills
Fetches YouTube transcripts through TranscriptAPI.com so an agent can summarize, quote or translate a video from a link or ID.
Video Lens Gallery
kar2phi/video-lens
Open or rebuild the video-lens gallery index — your personal library of saved video summaries.
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Related
Categories
Questions about Video Summary
What does Video Summary do?
用户要总结一个视频、提炼要点、写内容摘要或会议纪要式的回顾时用：挑出这一期最值得带走的两三件事，从读者关心的问题讲起、讲透，其余少说或不说；另附一组带视频时间的要点，方便跳回那一段。适用于访谈、播客、演讲、教程、评测、会议、圆桌等任何有转写的视频。不用于总结与视频无关的文章或纯文本，也不用于写博客文章（那是另一种产出）。. Video Summary is an agent skill from JimLiu/baocut.
When should I use Video Summary?
Video Summary fits situations like: tasks that involve Video and podcast notes.
How do I install Video Summary in Claude Code?
Run `npx skills add JimLiu/baocut --skill video-summary -a claude-code`. Or copy the skill folder (skills/video-summary in JimLiu/baocut) into .claude/skills/video-summary in your project. Claude Code loads it when a task matches its description.
How do I install Video Summary in Codex?
Run `npx skills add JimLiu/baocut --skill video-summary -a codex`. Or copy the skill folder (skills/video-summary in JimLiu/baocut) into .agents/skills/video-summary in your project. Codex loads it when a task matches its description.
Can I use Video Summary 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 JimLiu/baocut --skill video-summary -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/video-summary, .gemini/skills/video-summary, .github/skills/video-summary and .opencode/skills/video-summary in your project.
What does Video Summary need to run?
SKILL.md names no scripts, command-line tools or credentials: Video Summary is instructions for the agent only.
Does Video Summary access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Video Summary safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Video Summary use?
Video Summary has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Video Summary use?
About 2k tokens (SKILL.md is roughly 8.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.8k tokens, read only when the agent opens those files.
What are the alternatives to Video Summary?
Skills that share tags, products or a category with Video Summary: Multi-Source to NotebookLM Processor (joeseesun/qiaomu-anything-to-notebooklm, 6.2k stars), Video Transcripts (udecode/plate, 17k stars), YouTube Transcript Fetcher (ZeroPointRepo/youtube-skills, 1k stars) and Subscription Videos Metadata (EfficientStreet/youtube-subscriptions-ingest, 180 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Video Summary?
JimLiu (a GitHub user) maintains it in JimLiu/baocut, which has 611 GitHub stars. The repository holds 17 skills in this directory. The repository was last updated on October 10, 2026.
Source: JimLiu/baocut on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.