The Local AI Creator Studio Playbook: Episode 3 Companion

This is the companion playbook for Episode 3: Build an AI Content Studio (From Ingestion to Distribution & Governance) — made for content creators and freelancers, not enterprise platform teams.

Start with one recording. Add voice, visuals, publishing, and client systems only when they solve a real problem.

What is inside the 42-page PDF:

* Start here project — one recording to one useful piece: two-second copy, vertical practice export, then swap in your own recording.

* Chapter 1 / Ingestion & Pacing — Auto-Editor (pause removal), Whisper (correctable captions), FFmpeg (cut, resize, export checks).

* Chapter 2 / Creative Diffusion Engine — OmniVoice (permitted voiceover), FLUX.1-schnell (backgrounds, not evidence), ComfyUI (one understandable workflow), Manim (simple explainer), HyperFrames (editable assembly).

* Chapter 3 / Distribution & Client Management — Postiz (social prep), listmonk (permission audience), Cal.com (practice booking), Twenty CRM (next-action visible), Activepieces (one approved handoff).

* Chapter 4 / Checks, Memory & Handover — Google Workspace CLI (approved-folder inspect), SuperLocalMemory (retain an approved decision), ccusage (read usage honestly), promptfoo (make unsupported promises fail), Langfuse (inspect instrumented work).

* Five practice missions — useful Short, explanatory layer, post + destination, revision without losing agreement, deliver what was approved.

* Copyable prompts for daily creator work, practice files, and handover checks.

Local-first here means control and review — not a promise of zero operating costs. Every tool route is source-linked with pass, fail, and recovery steps.

> [!IMPORTANT]

> Practice files & runnable commands:

> All copyable commands, practice inputs, and handover checklists are packaged inside the downloadable 42-page Creator Studio Playbook PDF above. Use the Download PDF button to get the full file.

If you came from the Episode 1 $6 AI Company blueprint (75-page engineering handbook), keep that as your infrastructure reference — this playbook is your creator workflow companion.