GStars
    JayWebtech

    JayWebtech/autoshorts

    AutoShorts is a local-first desktop application for turning long-form video or audio recordings into high-impact, vertical short-form clip candidates (9:16 portrait) with AI-powered viral moment ranking.

    backend
    Rust
    1.3K stars
    262 forks
    1.3K GitHub watchers
    Updated Oct 26, 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 117 days ago, with 3 contributors on GitHub.

    Peaked at #37 in the weekly ranking the week of Oct 4, its best in the past year.

    Use Cases & Benefits

    • Transforms long-form video or audio into vertical short-form clips using AI to identify and rank viral moments.
    • Combines local-first processing with AI-powered multi-LLM support for automated, privacy-conscious clip generation and ranking.
    • Use for content creators needing quick extraction of engaging short clips from lengthy recordings for social media.
    • Use for marketers aiming to generate portrait-format video ads optimized for mobile platforms with AI-ranked highlights.
    • Use for developers building desktop apps that integrate Rust, React, and AI models for media processing and analysis.

    Should you depend on it?

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

    License

    No license detected

    No license file detected by GitHub: unless the project grants one elsewhere, the default is all rights reserved.

    Community files

    • README: present

    Watch-outs

    • Warning: No license file detected by GitHub: unless the project grants one elsewhere, you generally have no permission to use, modify or distribute the code.

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

    From the README

    AutoShorts is a local-first desktop application for turning long-form video or audio recordings into high-impact, vertical short-form clip candidates (9:16 portrait) with AI-powered viral moment ranking.

    This repository implements the desktop app foundation using Tauri 2 + React + TSX + Rust + SQLite.

    To run the application, FFmpeg & FFprobe must be installed and available on your system PATH to handle cropping, audio extraction, and dynamic captions:

    Note: To ensure full captions rendering support, if standard Homebrew FFmpeg lacks drawtext/subtitles filters, tap and install the homebrew-ffmpeg formula:

    (Or download the release build from gyan.dev and add it to your system PATH environment variables).

    Excerpt from the JayWebtech/autoshorts README on GitHub. © 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

    Oct 2: +53Oct 3: +24Oct 4: +28Oct 5: +14Oct 6: +9Oct 7: +8Oct 8: +10Oct 9: +12Oct 10: +8

    +281 stars over 26 days across 12 snapshot days; best day +53 on Oct 2.

    Forks

    262+58

    Open issues

    22+4

    Compared with peers in Backend

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

    View category →
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