视频批量转录

v1.0.0

通用视频批量转录工具 - 支持 1000+ 网站(B 站、YouTube、抖音、Twitch 等),使用 yt-dlp 批量下载视频音频,GPU 加速语音转文字(faster-whisper + CUDA),自动校正专业术语,生成结构化学习笔记。支持断点续传、批量导出、多格式输出、需要登录的网站配置。

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MIT-0
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LicenseMIT-0 · Free to use, modify, and redistribute. No attribution required.
Security Scan
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Benign
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Benign
medium confidence
Purpose & Capability
Name/description (batch video download + transcription) aligns with included files and runtime instructions: SKILL.md, README, scripts use yt-dlp for downloads and faster-whisper for transcription. Requested artifacts (cookies support, GPU/torch instructions, ffmpeg dependency in docs) are appropriate for the stated functionality.
Instruction Scope
Runtime instructions and scripts perform exactly the expected actions: install dependencies (pip), run an environment check, call yt-dlp to fetch media, and run faster-whisper to transcribe. They also support 'cookies-from-browser' and loading cookies files, which cause the tool to access browser cookies or cookie files — a necessary but sensitive capability for accessing login-protected content. The SKILL.md is explicit about these steps and where outputs are written.
Install Mechanism
There is no formal install spec in the registry; the SKILL.md directs users to run 'pip install -r requirements.txt' and optionally install CUDA/PyTorch from the PyTorch index URL. This is a common but higher-risk pattern than an install-free skill because it causes third-party packages to be installed into the environment; however, packages referenced are standard (yt-dlp, faster-whisper, pandas, python-docx) and no arbitrary download+extract URLs are used.
Credentials
The skill does not request environment variables or external credentials in metadata, which is good. However, its documented use of 'cookies-from-browser' and accepting cookie files means it will read sensitive authentication cookies from the local browser profile or files when needed — this is proportional for scraping/login-required downloads but materially increases privacy/credential risk and should be explicitly considered before use.
Persistence & Privilege
The skill is not always-enabled, does not request elevated or persistent platform privileges, and does not modify other skills or system-wide agent configuration in the packaged files. It writes output files to the user-specified output directory, which is expected behavior.
Assessment
This package is internally consistent with its stated purpose, but be careful before running it: 1) It asks you to install Python packages (yt-dlp, faster-whisper, optional torch) — consider doing this in a virtualenv or container to avoid contaminating your system Python. 2) To access paywalled or login-only content it supports reading browser cookies or cookie files — providing these gives the tool access to your accounts, so only use cookies from accounts you control and understand the privacy/ToS implications. 3) The tool will download media to disk; ensure you have permission or that downloads don't violate site terms. 4) If you want higher assurance, review the complete scripts (they are included) or run them in an isolated VM/container. If you need more confidence that nothing unexpected is happening, provide the truncated/omitted portions of batch_transcript.py for a full line-by-line review.

Like a lobster shell, security has layers — review code before you run it.

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License

MIT-0
Free to use, modify, and redistribute. No attribution required.

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