custom-youtube-summarizeExtract transcript from a YouTube video using Python and summarize it.
Install via ClawdBot CLI:
clawdbot install 5eun/custom-youtube-summarizeGrade Limited — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
post → https://httpbin.org/postCalls external URL not in known-safe list
https://youtu.be/dQw4w9WgXcQ`AI Analysis
The skill sends transcript data to an undocumented external endpoint (https://httpbin.org/post), which is a potential data exfiltration risk inconsistent with the skill's stated purpose. While the endpoint may be for debugging, its presence without documentation or user consent is a security concern.
Audited Apr 16, 2026 · audit v1.0
Generated May 7, 2026
Students and educators can use the skill to quickly summarize lengthy YouTube lectures or tutorials, extracting key points without watching the entire video. This facilitates efficient study and review of educational materials.
Business analysts can summarize product review videos, industry talks, or competitor content from YouTube to gather insights rapidly. This helps in tracking trends and understanding market sentiment without manual transcript reading.
Journalists and content curators can use the skill to distill news reports, press conferences, or interviews from YouTube into concise summaries. This accelerates content aggregation and fact-checking workflows.
Language learners or non-native speakers can get summaries of English or Korean videos to grasp core ideas without struggling with full transcripts. This supports language acquisition and cross-cultural communication.
Individuals can save time by summarizing YouTube videos on topics like health, tech, or hobbies, building a personal library of distilled knowledge. Ideal for busy professionals who consume video content for lifelong learning.
Offer a free tier with limited summarizations per month (e.g., 10 videos), then charge per summarization or via monthly subscription. Users pay only for what they use, encouraging adoption.
License the skill to media companies, educational platforms, or market research firms as an API or internal tool. Provide bulk summarization, analytics, and integrations with existing workflows.
Partner with learning management systems (LMS), note-taking apps (e.g., Notion, Roam), or browser extensions to embed the summarization feature. Charge per integration or revenue share on usage.
💬 Integration Tip
The skill can be integrated as a simple Python script that takes a YouTube URL and returns the summary; consider wrapping it in a lightweight API endpoint using Flask or FastAPI for easy HTTP access.
Scored May 7, 2026
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