To summarize YouTube videos in OpenClaw, run `clawhub install youtube-summarizer` in your terminal and paste a YouTube URL into OpenClaw chat with a summary request. The skill automatically retrieves the video transcript and produces a concise summary with key points — no manual transcript download needed. Get the gist of any YouTube video in under 30 seconds without watching it.
Summarize Any YouTube Video in Seconds from OpenClaw
The YouTube Summarizer skill turns a YouTube URL into a structured, readable summary in under 30 seconds. This is one of the most immediately useful ClawHub skills for researchers, professionals, and anyone managing a high volume of video content in their work. Rather than watching a 45-minute conference talk to see if it is relevant, pasting the URL into OpenClaw chat gives you a 5-bullet summary in seconds. Rather than scrubbing through a long tutorial video to find the specific section you need, getting the summary first tells you whether the full watch is worth your time.
The skill works in a two-stage pipeline internally: it first retrieves the video's caption data (manual transcript if available, auto-generated captions as fallback), then applies AI summarization to condense the transcript into a structured brief. The seamless combination of these two steps is what makes this skill more convenient than using the Video Transcript Downloader and Summarize skills separately — the YouTube Summarizer handles both in one command when you only need the summary and do not need the full transcript.
The YouTube Summarizer is most useful when you have a URL and want a quick answer to 'what is this video about?' For deeper use cases — quoting specific statements, building searchable archives, processing the full text programmatically — use the Video Transcript Downloader to get the complete transcript and then apply the Summarize skill separately. The two-skill workflow gives you more control and preserves the full text for future reference.
Integration method
YouTube Summarizer is available as a native ClawHub skill, installed with a single `clawhub install` command and running entirely inside OpenClaw. The skill fetches the video transcript automatically, passes it through an AI summarization pipeline, and returns a structured summary — all from a single YouTube URL in OpenClaw chat. No separate transcript download step is needed, and no API key is required for YouTube content.
Prerequisites
- OpenClaw installed and running (see openclaw.ai for installation instructions)
- ClawHub CLI available in your terminal (comes bundled with OpenClaw)
- Terminal/command line access to run the clawhub install command
- A YouTube video URL with available captions (most YouTube videos have auto-generated or manually uploaded captions)
Step-by-step guide
Install the YouTube Summarizer Skill via ClawHub
Install the YouTube Summarizer Skill via ClawHub
Open your terminal and run the clawhub install command to add the youtube-summarizer skill to your OpenClaw instance. This skill requires no external API key — it fetches YouTube caption data directly and uses OpenClaw's built-in language model for summarization. Installation takes under a minute and the skill is ready to use immediately. After installation, you will see a confirmation message with the installed version. No additional configuration is required for basic YouTube summarization. Run `clawhub list` to confirm the skill appears in your installed skills inventory before proceeding. If you see `clawhub: command not found`, your OpenClaw installation may be incomplete. Verify that the ClawHub binary is available by running `clawhub --version`.
1clawhub install youtube-summarizerPro tip: After installation, run `clawhub info youtube-summarizer` to see available configuration options including summary style presets, output format choices, and any optional settings for your installed version.
Expected result: Terminal shows 'youtube-summarizer@X.X.X installed successfully'. The skill appears in `clawhub list`. No API key configuration is required for YouTube content.
Summarize Your First YouTube Video
Summarize Your First YouTube Video
Open OpenClaw chat and paste a YouTube URL with a summary request. The skill recognizes YouTube URLs automatically — you do not need to use a specific command format. Just describe what kind of summary you want and include the URL in your message. The skill retrieves the video transcript behind the scenes, processes it through the summarization model, and returns the result in the format you requested. For a standard YouTube video, this takes 10-30 seconds depending on video length and network response time. For your first test, use a video you have already watched so you can evaluate whether the summary captures the key points accurately. A 10-20 minute educational or informational video works well for testing — long enough to have meaningful content but short enough that the summary is clearly a condensation rather than a near-full transcript. The default summary format is a brief paragraph followed by bullet points for key takeaways. You can customize this in your prompt: 'give me just 3 bullets', 'write a formal executive summary', 'focus only on the technical implementation details', and so on.
Summarize this YouTube video: https://www.youtube.com/watch?v=LN7J_FxDPss — give me a 2-sentence overview followed by 5 bullet points of the most important takeaways.
Paste this in OpenClaw chat
Pro tip: If the summary seems to miss key points, try asking for a longer summary or specifying a focus area: 'Summarize with particular attention to the technical details' or 'Focus on the practical advice given in the second half of the video'. The more specific your instructions, the more targeted the output.
Expected result: OpenClaw returns a structured summary covering the main content of the video. The summary captures the key points without requiring you to watch the video.
Customize Summary Format and Length
Customize Summary Format and Length
The YouTube Summarizer skill adapts to a wide range of summary format instructions. The key to getting useful output is being explicit about what format serves your purpose. Common formats include: **Bullet list**: Fast to scan, good for sharing key takeaways with colleagues. Ask for '5 bullet points' or '3 main ideas as bullets'. **Structured brief**: Sections with headings (Overview, Key Points, Notable Quotes, etc.) — better for archiving in a knowledge base or as meeting prep material. **Executive summary**: Concise paragraph format for business-focused content — states the conclusion first, then key supporting points. **Show notes format**: Metadata + topics + timestamps (approximate) — good for podcast and interview content. For recurring use cases (e.g., you always summarize product demo videos the same way), configure your preferred format as the default in the skill's YAML config rather than typing the format instructions every time.
Summarize this video in structured show notes format: [YouTube URL]. Include: Host and Guest Names, Duration Estimate, 5 Topics Covered, 3 Key Insights, and the single most quotable statement from the video.
Paste this in OpenClaw chat
1# Configure skill defaults in ~/.openclaw/skills/youtube-summarizer.yaml2youtube-summarizer:3 default_format: bullets # paragraph | bullets | structured | executive | show-notes4 default_max_length: 250 # target word count for summary5 include_video_metadata: true # include title, channel, duration at top6 output_format: inline # inline | markdown-file | txt-file7 output_directory: ~/summaries # where to save file-based summaries8 language: en # output languagePro tip: Set `include_video_metadata: true` in your config so all summaries automatically include the video title, channel name, and URL at the top. This makes summaries much more useful when reviewing them weeks later, since you can immediately identify the source.
Expected result: Summaries are returned in your configured default format with video metadata included. You no longer need to specify the format in every prompt.
Batch Summarize Multiple Videos and Build a Research Digest
Batch Summarize Multiple Videos and Build a Research Digest
One of the most powerful uses of the YouTube Summarizer skill is processing multiple videos in a single OpenClaw session to build a research digest. You can provide a list of YouTube URLs and ask OpenClaw to summarize each one, then produce a cross-video synthesis highlighting common themes, contrasting viewpoints, or complementary insights. This multi-video workflow is especially useful for: preparing for a meeting or conference by rapidly processing related talks, conducting competitive research by summarizing product demo videos, staying current on a topic area by processing a week's worth of content creator uploads, or building a reading/watching list by summarizing candidates before committing to the full watch. RapidDev can help configure automated daily or weekly YouTube content digests that run on a schedule, pull from your watchlist or subscriptions, and deliver summaries to your preferred output location — particularly useful for teams monitoring competitor product announcements or tracking a fast-moving industry. For comprehensive video knowledge management, combine the YouTube Summarizer with the Video Transcript Downloader skill — use YouTube Summarizer for quick evaluations, and only download full transcripts for videos you identify as high-value through the summary.
Summarize each of these 4 videos in 3 bullets each, then give me a one-paragraph synthesis of the common themes: [URL 1], [URL 2], [URL 3], [URL 4]
Paste this in OpenClaw chat
Pro tip: When summarizing multiple videos, ask for a synthesis at the end — 'After summarizing each video, identify the 2-3 ideas they all agree on and any areas where they present conflicting viewpoints.' This cross-video analysis is more valuable than individual summaries for research and competitive intelligence use cases.
Expected result: OpenClaw produces individual 3-bullet summaries for each URL, followed by a synthesis paragraph that identifies patterns and themes across all four videos.
Common use cases
Quick Research Digest from Conference Talks
Paste a conference talk or keynote presentation URL into OpenClaw chat and get a structured summary covering the speaker's main thesis, key arguments, evidence cited, and notable conclusions. This lets you process the key content from dozens of conference talks in the time it would take to watch one or two in full.
Summarize this conference talk: https://www.youtube.com/watch?v=example123 — give me the main topic, the speaker's 3 key points, and any specific data or research they cited. Keep it under 200 words.
Copy this prompt to try it in OpenClaw
Tutorial and How-To Content Evaluation
Before committing time to a lengthy tutorial video, get a summary to evaluate whether it covers the specific information you need. The summary tells you what frameworks, tools, or steps the tutorial uses — letting you decide whether to watch the full video or search for an alternative that better matches your requirements.
Summarize this tutorial video and tell me what specific tools and frameworks it uses, what the step-by-step process involves, and what level of experience the viewer is expected to have: [YouTube URL]
Copy this prompt to try it in OpenClaw
Podcast Episode Notes Generation
Many podcast episodes are uploaded to YouTube with auto-generated captions. Use the YouTube Summarizer to generate structured show notes — guest, topics covered, key insights, and memorable quotes — for podcast episodes that interest you, building a personal library of insights without listening to hours of audio.
Summarize this podcast episode: [YouTube URL]. Structure the output as show notes with: Guest Name and Background, 5 Main Topics Discussed, 3 Key Insights, and 2 Notable Quotes.
Copy this prompt to try it in OpenClaw
Troubleshooting
OpenClaw returns 'no captions available' or 'could not retrieve transcript' for a YouTube video
Cause: The video does not have captions — either auto-generation has not processed yet (for recently uploaded videos), captions are disabled by the creator, or the video format is not supported (live streams, music videos with lyrics disabled).
Solution: Check if the video has a CC button enabled in the YouTube player. For recently uploaded videos, wait a few hours for auto-captions to process. If captions are permanently unavailable, use the video-transcript-downloader skill with the `--force-auto` flag or use a speech-to-text tool to generate the transcript manually before summarizing.
clawhub install youtube-summarizer fails with '429 Too Many Requests' or connection timeout
Cause: The ClawHub skill registry is experiencing temporary rate limiting. This is a registry-side issue unrelated to your local setup.
Solution: Wait 2-3 minutes and retry the install command. If the error persists, run `clawhub install youtube-summarizer --force` to clear any partial installation state.
1clawhub install youtube-summarizer --forceSummary misses major topics covered in the video or focuses on minor points
Cause: The default summarization prioritizes the most frequently discussed points in the transcript, which may not match the points you found most significant. Auto-generated captions with many errors can also cause the summarizer to miss context.
Solution: Add focus instructions to your prompt: 'Focus on the practical advice given, not the introductory context' or 'The most important part of this video is the section about X — make sure the summary captures that'. You can also ask for a longer summary (more bullets or higher word count) to capture more of the video's content.
YouTube Summarizer returns summary in a different language than expected
Cause: The video's transcript is in a different language, and the summarizer is outputting in the transcript language rather than your preferred output language.
Solution: Add a language instruction to your prompt: 'Summarize in English' or 'Summarize in French'. You can also set `language: en` in the skill's YAML config to always output summaries in English regardless of the video's language.
1# Set output language in skill config2youtube-summarizer:3 language: en # always summarize in EnglishBest practices
- Specify the summary format explicitly in your prompt — '5 bullet points', 'structured brief with sections', or 'executive summary paragraph' produces much more useful output than a generic 'summarize this' request.
- For research workflows, always include `include_video_metadata: true` in your skill config so summaries reference the source video title, channel, and URL — essential for attribution when reviewing summaries later.
- Use YouTube Summarizer for quick evaluation of whether a video is worth watching in full, then use Video Transcript Downloader for videos you identify as high-value and want to reference in detail.
- For batch processing multiple videos, request individual summaries first, then ask for a synthesis — the cross-video analysis is often more valuable than the individual summaries for research purposes.
- Set a default summary language in your config if you regularly watch videos in other languages but want summaries in your working language — this saves adding a language instruction to every prompt.
- Combine with the YouTube Watcher skill to create a complete monitoring pipeline: YouTube Watcher notifies you of new uploads from channels you follow, and YouTube Summarizer generates summaries for each new video so you can triage your viewing queue.
- For long videos (over 60 minutes), ask for a section-by-section summary rather than a single overall summary — this gives you more granular insight into what specific parts of the video cover.
- Never rely on a YouTube Summarizer output for formal citations or precise quotations — always verify specific claims against the source video or full transcript for any content you plan to publish or use in professional communications.
Alternatives
Video Transcript Downloader gives you the complete word-for-word transcript rather than a summary — better when you need the full text for quoting, searching, or archival purposes.
YouTube Watcher monitors channels for new uploads and alerts you — better for ongoing channel monitoring than one-time video summarization.
YouTube skill provides general YouTube search and video interaction — better when you need to search for videos or interact with the platform rather than summarize a specific URL.
Summarize works on any text content you provide and is not limited to YouTube — better for summarizing non-video content or for processing a transcript you have already downloaded.
Frequently asked questions
How do I install the YouTube Summarizer in OpenClaw?
Run `clawhub install youtube-summarizer` in your terminal. No API key is required — the skill works immediately after installation. Paste a YouTube URL into OpenClaw chat with a summary request to test it right away.
Does the YouTube Summarizer work for all YouTube videos?
It works for YouTube videos with available captions — either manually uploaded by the creator or auto-generated by YouTube. Most YouTube videos have auto-generated captions in English and other major languages. Videos without any captions (captions disabled, very new uploads with captions not yet processed, or unsupported video types like live streams) will return an error indicating the transcript is unavailable.
How do I control the length of the YouTube summary in OpenClaw?
Specify the desired length in your prompt: 'Give me a 3-bullet summary', 'Write a summary under 100 words', or 'Give me a comprehensive 10-point summary'. You can also set `default_max_length` in the skill's YAML config to set a word count target for all summaries that do not specify a length.
ClawHub install youtube-summarizer is not working — what should I do?
Confirm the exact skill name: `youtube-summarizer` (with a hyphen). If the install fails with a network error, wait a few minutes and retry — ClawHub's registry occasionally experiences brief rate limits. Run `clawhub install youtube-summarizer --force` to clear any partial installation state before retrying.
What is the difference between YouTube Summarizer and Video Transcript Downloader in OpenClaw?
YouTube Summarizer fetches the transcript automatically and returns a condensed summary — you provide the URL and get a brief back in one step. Video Transcript Downloader returns the complete word-for-word transcript without summarizing it. Use YouTube Summarizer when you want a quick digest. Use Video Transcript Downloader when you need the full text for quoting, searching, or archival.
Does RapidDev offer help building automated YouTube monitoring workflows?
Yes — RapidDev can help configure automated YouTube content digests that combine the YouTube Summarizer and YouTube Watcher skills, delivering daily or weekly summaries of new videos from channels you follow. The individual setup on this page covers self-serve use. Teams building systematic video monitoring pipelines can contact RapidDev for a configuration review.
Can the YouTube Summarizer produce summaries in languages other than English?
Yes — add a language instruction to your prompt ('Summarize in Spanish' or 'Résume en français') or set `language` in the skill's YAML config. The summarizer can also translate while summarizing — for example, summarizing a French video in English. The quality of cross-language summaries depends on the underlying language model's proficiency in both languages.
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