taoufik123-collab

    taoufik123-collab/claude-watch

    Give Claude the ability to watch any video — scene-change frames + transcript + a structured report, with a 0-10s hook microscope and optional Obsidian auto-save.

    backend
    Python
    MIT
    1.1K stars
    214 forks
    1.1K GitHub watchers
    Updated Oct 28, 2026
    View on GitHub

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    Where it stands

    Rank, growth pace and release cadence relative to everything GStars tracks.

    No releases in the last 90 days; the most recent was 156 days ago, with 1 contributor on GitHub.

    Use Cases & Benefits

    • Enables Claude AI to watch videos by extracting scene-change frames, generating transcripts, and producing structured reports with optional Obsidian auto-save.
    • Reduces token cost by extracting frames only at scene changes and focuses on the critical first 10 seconds for detailed analysis, improving efficiency and insight quality.
    • Use for analyzing how video creators structure hooks and key moments in the first 10 seconds to understand viewer engagement techniques.
    • Use for diagnosing issues in screen recordings by identifying and describing visual problems without manually watching the entire video.
    • Use for summarizing long videos by generating concise reports of key moments, transcripts, and visual content faster than manual viewing.

    Should you depend on it?

    License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.

    License

    MIT

    Permissive: commercial use, modification and redistribution are allowed with attribution.

    Community files

    • README: present

    Watch-outs

    • Owned by an individual account with a single contributor on GitHub; plan for bus-factor risk.

    General guidance from repository metadata, not legal advice. How we score

    From the README

    Give Claude the ability to watch any video.

    Paste a URL or a local file and Claude watches it — scene-change frame extraction (one frame per cut instead of every-N-seconds), a 0-10s hook microscope (dense frames + word-level Whisper on the opening, where every video earns or loses your attention), and optional Obsidian auto-save so a watched video becomes a connected wiki entry without copy-paste.

    ▶ Watch the skill in action (this video is where /watch was born):

    claude.ai (web): download watch.skill and drop it into Settings → Capabilities → Skills.

    Zero config to start — yt-dlp and ffmpeg install on first run via brew on macOS (Linux/Windows print exact commands). Captions cover most public videos for free. Whisper API key is only needed when a video has no captions. Set $WATCH_VAULT_DIR to point at your Obsidian vault for auto-save, or leave it unset and the skill skips the ingest step quietly.

    The core pipeline — yt-dlp download, ffmpeg frames, Groq/OpenAI Whisper backends, the --start/--end focused mode, the SessionStart hook, the multi-surface install — comes from the original claude-video project and works unchanged (see Credits).

    Claude can read a webpage, run a script, browse a repo. What it can't do, out of the box, is watch a video. You paste a YouTube link and it has to either guess from the title or pull a transcript that's missing 90% of what's on screen.

    Excerpt from the taoufik123-collab/claude-watch README on GitHub (MIT license). © its authors.Read the full README on GitHub

    Daily snapshots

    Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots

    Aug 31: +10

    +379 stars over 60 days across 6 snapshot days; best day +10 on Aug 31.

    Forks

    214+71

    Open issues

    23+13

    Compared with peers in Backend

    Fastest-growing repositories GStars tracks in this cohort for the week of Nov 1, by 7-day star growth

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