PROJECT YT AUTOMATION
From researched story to production-ready video.
An owner-controlled content production system designed to turn researched topics into structured long-form stories and short-form hooks while keeping sources, creative decisions, production quality, and final publishing under review.
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The Problem
A single story can require research, source review, scripting, narration, visual planning, captions, thumbnails, multiple video formats, and final quality checks.
Managing those stages separately creates repeated work, inconsistent outputs, and more opportunities for mistakes.
The Approach
- Begin with reviewed research and source material.
- Develop the story, narration, and visual sequence.
- Prepare Full Story and Short outputs with captions and thumbnails.
- Review production quality before owner approval and publishing.
Research & Story Preparation
The workflow keeps story sources, factual claims, uncertainty, and narrative material reviewable before production begins.
Reviewable Research
Source context and factual claims remain available for review throughout the story process.
Responsible Storytelling
Documented facts, reconstruction, and unresolved details remain clearly separated.
Visual Storytelling
The system prepares narration, visual sequences, supporting graphics, captions, and other media needed to tell the story clearly.
What It Produces
Narrated Stories
Story-focused scripts, narration, visual sequences, captions, and thumbnails are prepared as a connected production package.
Multiple Formats
Each researched topic can support a complete long-form story and shorter curiosity-driven companion content.
Owner-Controlled Workflow
A guided operator interface keeps topic, audience, format, and production targets clear while final review, scheduling, and publishing remain deliberate owner decisions.
Full Stories + Shorts
A completed story can become a full narrative video, shorter promotional hooks, supporting thumbnails and captions, and a structured content campaign around the same researched topic.
Quality & Trust
Automation does not replace review. Production checks cover timing, caption coverage, visual continuity, media integrity, and output readiness before owner approval.
- Reviewable sources and factual claims
- Production quality and media integrity checks
- Owner-controlled review and publishing
Current Development
Active Development
The system is already producing and reviewing Full Story and Short workflows from researched topics.
Current Focus
Ongoing work is improving the operator experience, production consistency, content planning, and repeatability across different story types.
Building systems that turn complex workflows into repeatable operations.
Interested in a similar custom workflow? Connect with me on LinkedIn.
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