Media Toolkit

Overview

Use this skill when the goal is to run media processing from either a local file or a remote media URL. The toolkit handles the required input preparation internally, including local-file upload when needed, and returns stable structured results by default while optionally writing the same JSON result envelope to disk for later steps.

When To Use

• The user wants a transcript, segmentation result, foreground matte, or transformed video from a local file or URL.
• The user needs an uploaded media URL from a local file.
• Another skill or repo-local workflow needs a machine-primary media client instead of direct Python imports.
• You need the final job result, not manual queue or worker inspection.
• You need to inspect an existing media job with its job_id.

Workflow

1. Use the client script: