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Edit Pro for YouTube: transcript with filler words and retakes struck through, a timeline with cuts and the video in 16:9, 1:1 and 9:16How Edit Pro for YouTube works: copy the video, it gets cleaned and transcribed, Claude proposes graphics, and it renders with -14 LUFS QAEdit Pro for YouTube delivers the same video in 16:9, 1:1 and 9:16, plus .srt, .vtt, EDL, chapters, contact sheet and QA report
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Edit Pro for YouTube: AI video editor for Spanish talking videos

AI video editor for Spanish videos: cuts filler words and silences

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2-in-1Video editorChrome panel

Works with

  • Claude Code
  • Python
  • FFmpeg
  • Windows

Trademarks belong to their owners and are shown only to indicate compatibility.

  • Removes filler words, silences, repetitions and retakes by reading the transcript word by word (Whisper + VAD)
  • Claude plans the graphics: brand logos, figures, step lists, chapter titles and zooms
  • Renders 16:9, 9:16 and 1:1 with Remotion, with face detection so graphics don't cover the face and the vertical stays centered
  • Automatic QA: -14 LUFS, audio drift and overlaps, with a contact sheet and a report for each video
  • Exports .srt, .vtt, CMX3600 EDL for Premiere or Resolve, and YouTube chapters
  • Chrome side panel with job queue, brand kit and settings, all on your computer

Description

Edit Pro for YouTube is an automatic editor for talking videos that runs on your computer. You give it a talking video in Spanish and it gives you back the clean video, with captions, animated graphics and leveled sound, in landscape, vertical or square.

Language: it only works with videos spoken in Spanish. Transcription is fixed to Spanish and filler-word detection is designed for Spanish. The documentation and the Chrome panel are in Spanish too.

It works for YouTube (16:9, with chapters) and, with the same video in 9:16, for Shorts, Reels and TikTok. Inside it is called CutPilot: that is the name you will see in the ZIP, the README and the install guide.

The problem it solves

Editing a to-camera video eats up time on repetitive tasks: finding the "um"s and the silences, cutting the sentences you repeated, adding captions, leveling the audio and making a vertical version. This studio does that work from the word-by-word transcript, so you only review.

How it works, in 3 steps

  • Copy your recording into the entrada/ folder or drag it onto the Chrome panel.
  • The studio cleans the audio, transcribes, removes filler words, silences and retakes, and Claude proposes the graphics, saying which word each one goes on.
  • Review the contact sheet if you want to approve before rendering, and get the final video with its quality report.

What you get

  • The editar.py orchestrator and the pipeline modules: noise reduction, transcription, cleanup, visual plan, face detection, rendering, mixing and QA.
  • The Remotion project with word-by-word captions, data cards, lists, chapter titles, zooms, intro and outro.
  • A skill and a reviewer subagent for Claude Code, plus a hook that protects your original videos.
  • The Chrome extension with its local server: job queue, brand kit, settings and diagnostics.
  • 55 CC0 sound effects (Kenney), 28 OFL-licensed fonts and tools to render offline and to import music you already downloaded (for example, from the YouTube Audio Library).
  • An installer that downloads the models and DeepFilterNet from their official sources, with SHA-256 verification.
  • Automated tests and a config.yaml file with every parameter commented.

Who it is for

Creators, teachers, coaches and marketing teams who record talking videos in Spanish and use Claude Code, and who prefer processing on their own computer instead of paying per-minute credits.

Requirements

  • uv (it installs Python 3.12), Node.js LTS and ffmpeg 7 or newer.
  • DeepFilterNet for noise reduction (optional: the installer downloads it; without it, ffmpeg's filter is used, with lower quality).
  • Claude Code for the AI decisions (optional).
  • An NVIDIA GPU is recommended; without one, Whisper runs on the CPU.
  • About 20 GB free: the Whisper model downloads the first time (about 1.6 GB).

Honest limitations

  • Tested only on Windows 10/11. macOS and Linux are not verified, and the Chrome extension registers itself automatically only on Windows.
  • It edits the video you give it and delivers it in three formats: it does not cut several reels from one long recording, and it does not write titles or descriptions.
  • Videos in Spanish only.
  • Installation uses the terminal, and the extension loads in Chrome's developer mode.
  • Rendering takes time: the measured estimate is 35 to 45 minutes per format for 10 minutes of raw footage.
  • Whisper can mishear words in very short clips and an intentional repetition may get cut: check the .srt and the cut list in the report.
  • Remotion has its own license; companies with more than 3 employees need the company license. Other dependencies installed separately have their own licenses (details in THIRD_PARTY_NOTICES.md).
  • For music and brand logos, use only licensed material: the studio records the source and license of each asset, but you are responsible for how you use them.

FAQ

Does it work for videos in English?

No. Transcription is fixed to Spanish and filler-word detection is designed for Spanish.

Do I need a Remotion license?

That depends on you. Remotion has its own license: it is free for individuals, companies with up to 3 employees and non-profits; if your company is larger, you need Remotion's company license. Remotion is not inside the ZIP: it installs with npm from its official source.

Do I need a graphics card?

It is not required: without an NVIDIA GPU, Whisper transcribes on the CPU, more slowly. The studio was measured on a 4 GB GTX 1650: a 49.5 s raw clip took about 40 s to transcribe and about 110 s to render in 16:9. For 10 minutes of raw footage the estimate is 35 to 45 minutes per format.

Is there a cost per video?

The studio does not charge per minute. The AI decisions use Claude Code on your computer and use your plan; each report notes the estimated cost, and answers are cached so you don't pay twice. Without Claude Code, the studio uses an automatic plan without AI.

Does it work on Mac or Linux?

It was developed and tested on Windows. It includes an installer for macOS and Linux, but those platforms are not verified, and automatic registration of the Chrome extension exists only for Windows.

Does it make several reels from a long video?

No. It edits the video you give it (removes filler words, silences and retakes, adds captions and graphics) and delivers it in 16:9, 9:16 and 1:1. It does not write titles or descriptions either; it does generate the YouTube chapters.

Does it work for Shorts, Reels and TikTok?

Yes, in format: it delivers the same video in 16:9, 9:16 and 1:1, and centers the face in the vertical version. It does not cut several clips from a long recording or publish for you: you upload the MP4 to each platform.

Why does the ZIP say CutPilot?

Edit Pro for YouTube is the store name; inside, the studio is called CutPilot. You will see that name in the ZIP, the README and the install guide. It is the same product.

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