🇨🇳 Chinese Platforms

Video Summaryv1.6.4

Name: Video Summary
Author: lifei68801

video-summary

Video summarization for Bilibili, Xiaohongshu, Douyin, and YouTube. Extract insights from video content through transcription and summarization.

summarizationtiktoktranscriptionvideo-genyoutubezh-cn

Download Package View on ClawHub

Installs (all time)

Installs (current)

Downloads

1.7K

Stars

CreatedMar 8, 2026

UpdatedMar 13, 2026

Install & Quick Start

Install via ClawdBot CLI:

clawdbot install lifei68801/video-summary

Skill Package2 files

📋SKILL.mdmarkdown

Failed to load file.

Quality Score

B63/100

Grade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.

Market Validation10/35

· 7 installs (low)
· 423 downloads (low demand)

Documentation20/25

· SKILL.md present
· Detailed documentation (≥3000 chars)
· Contains usage examples or trigger description
· Detailed summary

Package Completeness8/15

· skillAssets present (1 files)

Security Analysis

💙 Low Risk

CREDENTIAL_ACCESShigh

Accesses sensitive credential files or environment variables

$OPENAI

UNDOCUMENTED_EXTERNALlow

Calls external URL not in known-safe list

https://platform.openai.com/api-keys

KNOWN_EXTERNALlow

Uses known external API (expected, informational)

api.openai.com

AI 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

💡

Usage Guide

Generated Mar 10, 2026

Content creators and influencersMarketing professionals and analystsStudents and educatorsCorporate trainers and HR departmentsMedia and entertainment companiesbeginner

💡 Application Scenarios

Market Research for Content CreatorsDigital Media and Content Creation

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.

Educational Content SummarizationEducation and E-learning

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.

Social Media Trend AnalysisMarketing and Advertising

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.

Corporate Training and Knowledge ManagementCorporate Training and Development

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.

Accessibility Enhancement for MediaMedia and Entertainment

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.

💼 Business Models

SaaS SubscriptionRecurring subscription fees from individual users and enterprise clients

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.

API-as-a-ServicePay-per-use API fees or tiered pricing plans for high-volume clients

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.

Freemium with Premium UpsellsRevenue from premium upgrades, one-time purchases for advanced features, and in-app advertisements

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.