Studio edition / Guide + source code

Build a process.
Make better cuts.

A source-based production workflow for teams turning long recordings into short-form work. Transcribe, review, approve and render with a process you can inspect and adapt.

Explore the system View the $10,000 license

For technical creators and in-house production teams

An illustrative documentary frame of an artisan shaping a ceramic vessel — From one recording to a deliberate production process.

One purchase. Your workflow.

Original source code
Local processing
Commercial-use license
Immediate account access

01 / Inside Renderstead

A production method.
An adaptable foundation.

Built around the decisions that matter: which moments to keep, what to approve and how to make the next batch consistent.

Understand the recording

Transcribe locally and rank candidate passages with editable, inspectable rules.

Keep editorial control

Review context, captions and crop suggestions. Approve the clips you want to produce.

Make work repeatable

Use brand profiles, a local SQLite project and run records to organize each batch.

Read the technical specification

From the production playbook

Review the context.
Then approve the cut.

Candidate scores help organize a review. Your editorial judgment decides which moments deserve a place in the final batch.

Read the passage alongside the original recording.
Check names, numbers and caption timing.
Inspect the crop before approving the clip.

Public excerpt · complete guide in the purchased library

python shortsstudio.py init ./studio-project
python shortsstudio.py add ./studio-project \
  --video ./source.mp4 --brand Main

python shortsstudio.py analyze ./studio-project \
  --job 1 --model small
python shortsstudio.py candidates ./studio-project --job 1
python shortsstudio.py approve ./studio-project \
  --job 1 --clips 1,3
python shortsstudio.py render ./studio-project --job 1

Public example · source files are supplied after purchase

02 / The working process

Structure the work.
Keep the judgment.

Run the workflow locally, with a record of the decisions behind each output.

Register

Add permission-cleared footage to your local project.

Source + project

Analyze

Create a transcript and inspect ranked candidate passages.

Transcript + candidates

Approve

Choose the moments, check the crop and approve the selection.

Human review

Render

Export approved vertical clips, captions and upload notes.

MP4 + SRT + records

LOCAL COMMANDpython shortsstudio.py render ./studio-project --job 1

03 / Technical detail

Know what you’re
bringing into your workflow.

Clear scope, visible requirements and a source package you can inspect. Review the specification before you purchase.

Source code: Local Python production workflow
Clip selection: Transcript-based candidate ranking
Editorial review: Explicit approval before rendering
Framing: Optional face-aware crop suggestions
Project data: Local SQLite jobs and run records
Configuration: Brand profiles and caption settings
Requirements: Python 3.11+, FFmpeg and ffprobe
Optional packages: Faster-Whisper and OpenCV
Recommended memory: 8 GB for small local speech models
Delivery: Online guide and copyable source library

What makes this the studio edition

Transcript processing, candidate ranking, approval records, brand profiles and batch operations make this the more advanced source package. It is designed for a team comfortable configuring and maintaining a local Python workflow.

04 / The studio edition license

Studio Workflow Library.

A production codebase and an operating playbook for one organization’s internal workflow. Configure it for your process, inspect how it works and keep control of the source.

Production playbook and operating instructions
Complete copyable source and configuration files
Commercial use for one organization
Purchased materials in your private account library

01 Create account02 Secure payment03 Open your library

Before you commit

A few important
details.

Purchase & access support

What exactly am I buying?

Studio Workflow Library is a one-time purchase of the guide, source code and setup materials listed above. The complete library opens on this website after confirmed payment. It is a self-directed technical product.

How do I get access?

Create an account with your usual email address and a password, complete checkout and open your purchased library. Read the guide, copy the code and save your purchase summary on this site. The guide can also be printed or saved as a PDF through your browser.

Does this run or publish videos for me?

The supplied code runs on your own computer. You configure the environment, provide media, review the output and publish through your normal channel workflow. This purchase does not include a hosted processing service, installation service or automatic publishing.

What is included in the commercial license?

You may use and modify the original code for one creator or one organization’s internal production workflow, including commercial channel output. Reselling or redistributing the source library as a competing product is not permitted. Third-party licenses still apply.

Are updates or ongoing support included?

Purchase and account-access support are available through the contact on our support page. Custom implementation, ongoing technical support, future updates and indefinite hosting are not included. You can copy and retain the supplied materials for your licensed use.

What are the payment and refund terms?

The price is a single payment in USD. Eligible card and local wallet options appear at checkout; a local-currency quote includes the displayed conversion pricing. We do not offer voluntary change-of-mind refunds after digital access is supplied. Mandatory consumer rights for faulty, misdescribed or undelivered content remain. Read the full refund policy before purchasing.