Hi, this is what your project could look like

One request in chat. Six handoffs. A finished 30 second ad in three hooks.

I ran one job through a small version of the pipeline you described, for one of your four niches (Home Kitchen) and an ad for a fictional client, the glass container brand Brightlid. Below is the run exactly as you would see it: each bot, what it handed to the next one, and the files it produced. Click any stage to open it.

> make 3 ad variations for client Brightlid, 5 piece glass container set, niche Home Kitchen

Run #0042Client folder /clients/brightlidStatus waiting for your approval

Brief done research-bot

Pulled top performing kitchen storage ads and wrote a one page brief.

Product   Brightlid 5 piece glass set (fictional client)
Audience  25 to 40, cooks on Sunday, takes lunch to work
Angle     waste less, lunch that still tastes fresh on Thursday
Proof     4 sided clip lid, fridge to microwave to dishwasher
Format    UGC voiceover, creator on camera, 30 s, 3 hooks
Sources   Meta Ad Library + TikTok Creative Center (top 20 ads)
Handoff   brief.md  >  script-bot

Script done script-bot

One 25 second body, three interchangeable hooks, written in the niche's tone.

HOOK A  I used to throw out half my groceries every week.
        Then I changed one thing.
HOOK B  One hour on Sunday. Five lunches. Watch this.
HOOK C  This is my Thursday lunch. And no, I didn't make
        it on Thursday.
BODY    These are Brightlid glass containers. The lid clips
        down on all four sides, so nothing leaks in my bag.
        They go from the fridge, to the microwave, to the
        dishwasher. No stained plastic, no weird smell.
        I prep on Sunday, stack them, and my fridge finally
        looks like I have my life together.
        And Thursday's lunch still tastes like Monday's.
CTA     The Brightlid five piece set. Tap the link and get yours.
Handoff script.md  >  voice-bot, asset-bot

Assets done asset-bot + voice-bot

Creator and product locked as reference sheets, then 8 shot stills. Voice with word timings.

Stills  8 x 9:16 from the 2 reference sheets (same face, same lid)
Voice   ElevenLabs, young US female creator voice, 8 takes
Music   generated music bed, 100 bpm, no vocals

Video done video-bot + edit-bot

8 clips animated from the stills, cut to the voice, captions from the word timings.

Clips    8 x 6 s, 1080p, animated shot by shot from the stills
Edit     hook + 5 body shots, cut on the voice timings
Captions word by word, 3 words per line, active word highlighted
Formats  9:16 (x3 hooks), 4:5, 1:1, safe zones respected
Handoff  /renders  >  qa-bot

QA passed qa-bot

Automatic checks before a human sees anything.

Speech transcribed back with Whisper: every word matches the script in all 3 variants
Every frame checked for cut off or overlapping text in all 5 files
Face, sweater and product checked shot to shot for drift
Length 28.8 to 30.0 s, loudness normalised for social
Labelled as AI generated on screen

Delivered needs your ok you

Five files in the client folder. Ads are handed over as files, nothing is posted.

/clients/brightlid/run-0042/
  brightlid_hookA_916.mp4   brightlid_hookA_45.mp4
  brightlid_hookB_916.mp4   brightlid_hookA_11.mp4
  brightlid_hookC_916.mp4   script.md  brief.md  qa.json

Hook

Format

Hook A opens on the problem: a bag of wilted spinach, straight to camera.

AI generated demo. Brightlid is fictional and the creator is not a real person. 4:5 and 1:1 are cut for hook A.

How I would build yours, in 3 steps

Same order you asked for: one niche working end to end first, then all four with posting, then the ad workflow. You run it from Claude Code in chat, and every run writes a status page like the one above with links to the script, voice and video as they finish.

Step 1

One niche, end to end

Research, script, voice, video, edit, captions, thumbnail, QA and your approval for one niche, using your character assets and templates. You can type "make 3 videos for niche 2 on X" and watch the handoffs.

week 1

Step 2

All 4 niches + posting

A style profile per niche, vertical cuts for Shorts, TikTok and Reels, then publishing to YouTube, TikTok, Instagram, Facebook and X only after you approve each video.

week 2

Step 3

Ad workflow

Ad research, 30 second scripts with hook variants, exports in 9:16, 4:5 and 1:1, one folder per client with its own brand assets. Delivered as files, never auto posted. Docs and a recorded walkthrough.

week 3

Short FAQ

Which tools would you use for each step?

Claude Code as the orchestrator with one sub agent per step. Research from the YouTube Data API, news search, Meta Ad Library and TikTok Creative Center. ElevenLabs for voice. Grok Imagine or Kling for video, picked per shot. ffmpeg for edit, captions and formats. Whisper for the automatic speech check. All swappable if you prefer something else.

How do you keep my characters consistent?

Your characters go in as reference sheets (face, outfit, props). Every still is generated from those sheets, never from text alone, and every clip is animated from an approved still. The QA step compares shots for drift and regenerates anything that changes.

What does it cost per month to run?

Mostly your own subscriptions and credits: roughly $80 to $250 a month at a few videos per niche per week (Claude, ElevenLabs, a video model plan, a posting tool). I will give you a cost per finished video once step 1 runs on your accounts.

Does anything post without me?

No. Every video stops at the approval step. Ads are never posted, they land as finished files in the client folder.

Who owns the accounts and files?

You. Every account, API key and file is in your name from day one, and all work is yours once paid.

When are you available?

I am an Austrian freelancer working Central European business hours, with daily async updates in Upwork chat and calls in your morning.