Workflow engine

From prompt to publish-ready package in a visible pipeline.

The goal is not just to render a video. The goal is to control the entire production sequence, store every asset, understand every cost and ship a usable package.

BriefCapture topic, audience, style, channel DNA, duration, language and quality mode.

ResearchCollect search context, facts, examples, source notes and positioning angles.

ScriptGenerate hook, outline, voiceover, scene beats, retention moments and QA score.

VoiceRoute narration through the selected provider, store audio and prepare captions.

AssetsPlan footage, generated visuals, image slots, references, thumbnail direction and storage keys.

MotionSelect HyperFrames and Remotion-style templates for charts, callouts, titles and transitions.

EditorAssemble scenes, tracks, captions, voice, media and motion blocks before render.

RenderSend the package to AWS render, monitor progress, retry failures and save the final MP4.

QAReview script fit, audio sync, visual clarity, retention moments, captions and metadata.

DeliverPackage MP4, thumbnail, title, description, chapters and Telegram delivery files.

AuditRecord credits, model routes, errors, retries, operator actions and storage events.

ImproveUse output data to improve prompts, templates, quality gates and commercial margins.

Three layers of value

The best pattern is clarity: show the user what is happening.

A clean four-step public story sells simplicity. A deeper admin workflow delivers the real product. TubeBear needs both: a beautiful customer promise and a serious operator cockpit behind it.

Workflow healthlive model

Customer seesPrompt, configure, generate, edit, download

simple

Operator controlsModels, stages, logs, render, storage, delivery

deep

Business tracksCredits, margins, packages, plans, accounts

profit

Build path

Next: turn these workflow cards into live screens.

The admin already has the surfaces. The next step is connecting the real jobs, Backblaze assets, AWS render status, editor documents and account permissions.

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