← All projects
05 / Open-source Skill adaptation · Video production SOP

E-commerce Video Remix Workflow

Recombine and reuse existing assets in batches

Workflow adaptationFFmpegAsset management
My roleEnvironment setup · Workflow adaptation and standardization
Project timelineTo be added
Evidence of deliverySOP · Documenting the process from assets to finished videos
E-commerce Video Remix Workflow / 05▷
01Asset grouping
02Transcription / Recombination
03Checking / Archiving
Workflow diagram · Not a product screenshot
01 / CONTEXT

The problem

Existing videos and product assets needed to be recombined regularly, while manual processing made it difficult to keep asset organization and output formats consistent.

02 / MY CONTRIBUTION

What I did

  1. Used an existing open-source video remix Skill as the framework and configured faster-whisper, FFmpeg, and an image generation API.
  2. Established file organization rules for product asset groups, transcripts, intermediate outputs, script checks, and finished-video archives.
  3. Documented the execution process as an SOP to support batch recombination and reuse.
03 / OUTPUT

Deliverables & results

Created step-by-step SOPs for environment setup and batch video remixing.

Documented how to combine finished videos with product introduction assets in different combinations.

04 / VALIDATION BOUNDARY

What has been validated

My work involved configuring and adapting existing tools and standardizing the workflow, rather than independently developing a video remix engine. There is no validation data for ad performance, sales growth, or stability at production volume.

LET’S CONNECT

Let's get to know each other
through a concrete problem.

Career opportunities, project collaboration, or a conversation about bringing AI into real work.

Contact me