Install
openclaw skills install youtube-transcribe-skillExtract subtitles/transcripts from YouTube videos. Triggers: "youtube transcript", "extract subtitles", "video captions", "视频字幕", "字幕提取", "YouTube转文字", "提取字幕".
openclaw skills install youtube-transcribe-skillExtract subtitles/transcripts from a YouTube video URL and save them as a local file.
Input YouTube URL: $ARGUMENTS
Verify URL Format: Confirm the input is a valid YouTube URL (supports youtube.com/watch?v= or youtu.be/ formats).
Get Video Information: Use WebFetch or firecrawl to fetch the page and extract the video title for subsequent file naming.
Use command-line tools to quickly extract subtitles.
Check Tool Availability:
Execute which yt-dlp.
yt-dlp is found, proceed to subtitle download.yt-dlp is NOT found, skip immediately to Step 3.Execute Subtitle Download (Only if yt-dlp is found):
--cookies-from-browser to avoid sign-in restrictions. Default to chrome.yt-dlp fails with a browser error (e.g., "Could not open Chrome"), ask the user to specify their available browser (e.g., firefox, safari, edge) and retry.# Get the title first (try chrome first)
yt-dlp --cookies-from-browser=chrome --get-title "[VIDEO_URL]"
# Download subtitles
yt-dlp --cookies-from-browser=chrome --write-auto-sub --write-sub --sub-lang zh-Hans,zh-Hant,en --skip-download --output "<Video Title>.%(ext)s" "[VIDEO_URL]"
Verify Results:
When the CLI method fails or yt-dlp is missing, use browser UI automation to extract subtitles.
Check Tool Availability:
chrome-devtools-mcp tools (specifically mcp__plugin_claude-code-settings_chrome__new_page) are available.chrome-devtools-mcp is NOT available AND yt-dlp was NOT found in Step 2:
yt-dlp (for fast CLI extraction) OR configure chrome-devtools-mcp (for browser automation)."Initialize Browser Session (If tools are available):
Call mcp__plugin_claude-code-settings_chrome__new_page to open the video URL.
Call mcp__plugin_claude-code-settings_chrome__take_snapshot to read the page accessibility tree.
Reason: The "Show transcript" button is usually hidden within the collapsed description area.
mcp__plugin_claude-code-settings_chrome__click to click that button.mcp__plugin_claude-code-settings_chrome__take_snapshot to get the updated UI snapshot.mcp__plugin_claude-code-settings_chrome__click to click that button.Reason: Directly reading the accessibility tree for long lists is slow and consumes many tokens; DOM injection is more efficient.
Call mcp__plugin_claude-code-settings_chrome__evaluate_script to execute the following JavaScript:
() => {
// Select all transcript segment containers
const segments = document.querySelectorAll("ytd-transcript-segment-renderer");
if (!segments.length) return "BUFFERING"; // Retry if empty
// Iterate and format as "timestamp text"
return Array.from(segments)
.map((seg) => {
const time = seg.querySelector(".segment-timestamp")?.innerText.trim();
const text = seg.querySelector(".segment-text")?.innerText.trim();
return `${time} ${text}`;
})
.join("\n");
};
If it returns "BUFFERING", wait a few seconds and retry.
<Video Title>.txt).mcp__plugin_claude-code-settings_chrome__close_page to release resources.<Video Title>.txtTimestamp Subtitle Text.