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How to turn a long video into captioned vertical clips offline with Autoclip

Paste a YouTube link or drop a file and get ranked 9:16 clips with burned-in captions, all on your machine.

  • Top pick
  • Content
  • Intermediate
  • 1 hour
  • From the README
  • Any agent

Who it is forA podcaster or streamer who has a two hour recording and needs short clips for social feeds this week.

The problemFinding the best moments and reframing them to vertical by hand takes hours per episode.

The outcomePlatform-ready MP4 clips, ranked by an LLM, reframed around the speaker with animated captions.

What you need first

  • Python 3.11 or 3.12 (not 3.13)
  • A full ffmpeg build with libass and libx264
  • Node 20+ to build the UI
  • Ollama for fully local runs, or an Anthropic, OpenAI, Gemini or OpenAI-compatible key

Steps

  1. Clone the repo with git clone https://github.com/artbyjazi/autoclip.git
  2. Install with cd autoclip && uv venv --python 3.11 && uv pip install -e ".[dev]"
  3. Build the UI with cd frontend && npm install && npm run build && cd ..
  4. Pull a local model with ollama pull llama3.1:8b and check your setup with autoclip doctor
  5. Start the app with autoclip serve, paste a link or drop a file, then review and export the clips

Prompt for your agent

Install artbyjazi/autoclip, run `autoclip doctor` until it passes, then clip <path or YouTube URL> with the local Ollama provider. Report how many clips were exported and confirm each MP4 is 9:16 with captions burned in.

Caveat. The README says it is pre-1.0 and the reframe quality bar has not yet been validated against a fixed golden set.

Use this in your AI agent

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Using the Deduped MCP, get the setup steps for artbyjazi/autoclip and "Turn a long video into captioned vertical clips offline"

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