video-summaryVideo summarization for Bilibili, Xiaohongshu, Douyin, and YouTube. Extract insights from video content through transcription and summarization.
Install via ClawdBot CLI:
clawdbot install lifei68801/video-summaryGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Accesses sensitive credential files or environment variables
$OPENAICalls external URL not in known-safe list
https://platform.openai.com/api-keysUses known external API (expected, informational)
api.openai.comAI Analysis
The skill legitimately requires AI API keys for its core functionality of video summarization, and the credential access appears to be for configuration purposes only. While it accesses external APIs (OpenAI, Zhipu, etc.), this is consistent with its stated purpose and user-controlled through explicit setup.
Audited Apr 16, 2026 · audit v1.0
Generated Mar 10, 2026
Content creators can quickly analyze competitor videos from platforms like YouTube and Bilibili to identify trending topics, content gaps, and audience engagement patterns. This helps in planning new video content and optimizing existing strategies for better performance.
Students and educators can summarize lengthy educational videos from platforms like YouTube or Bilibili into concise notes with key insights and timestamps. This facilitates efficient learning, revision, and creation of study materials without watching entire videos.
Marketing teams can monitor trending videos from Douyin and Xiaohongshu to extract viral elements, audience sentiments, and actionable takeaways. This enables rapid adaptation of marketing campaigns and content strategies to capitalize on emerging trends.
Organizations can summarize internal training videos or industry webinars into structured summaries with key points and timestamps. This enhances knowledge retention, supports onboarding processes, and creates searchable archives for future reference.
Media companies and platforms can generate transcripts and summaries for videos lacking subtitles, improving accessibility for hearing-impaired audiences. This also aids in content indexing and search engine optimization for better discoverability.
Offer a subscription-based service where users pay monthly or annually for access to advanced summarization features, higher usage limits, and priority support. This model ensures recurring revenue and can be tiered based on video processing volume and output formats.
Provide an API that allows developers and businesses to integrate video summarization capabilities into their own applications, such as learning management systems or social media tools. Charge based on API calls or processed video minutes.
Offer a free basic version with limited features (e.g., short videos, basic summaries) to attract users, then upsell premium features like multi-platform support, advanced AI models, or batch processing. This model drives user acquisition and converts engaged users to paying customers.
💬 Integration Tip
Ensure all required binaries (yt-dlp, jq, ffmpeg) are installed and configured properly before starting; use the conversational setup wizard for seamless configuration of AI providers and API keys.
Scored Apr 19, 2026
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