AI Creative OS
01Stand up the research agent on a calendar02Script agent writes hook → body → CTA only03Package keyword-first: thumb + caption before pixels04Build + QC through a face-safe brand gate05Publish + ops, then loop the week back to research

The Creative OS Agent Pipeline

Five agents in one loop — research → script → package → build/QC → publish — so content ships without you in the middle of every step.
Want this running for you?Build it step by step inside AI Creative OS, with me in the thread.Get Your First Agent →
01Research
Stand up the research agent on a calendar
Create agents/research.md with one job: drop a weekly teardown pack, not a chat. Input = niche + 3 competitor accounts. Output = research/YYYY-WW/ with: 5 hooks that worked, 3 angles to steal the structure of (not the copy), and a 7-day content calendar (one post idea per day). Put it on a clock — Monday AM scheduled task in Claude Code — so the pack exists before you open the laptop. Fill the research stub in the code block below and run it once this week. That is the 30-minute start.
02Script
Script agent writes hook → body → CTA only
Make agents/script.md. Job: turn one calendar row into a locked script — hook (first 3 seconds), body (one teaching beat), CTA (comment keyword + what they get). Never invent the niche; read the research folder first. Output path: scripts/YYYY-MM-DD-slug.md. Ban income claims and price in the hook. Paste one research angle into Claude with the script brief from the checklist and save the file before you generate a single frame.
03Package
Package keyword-first: thumb + caption before pixels
Create agents/package.md. Before build, it writes: a 4:5 thumbnail line (one idea, face-safe quiet zone), a caption pack (gap hook → value → save prompt), and the keyword arm (exact comment word → DM guide URL → 20h follow-up). Keyword-first means the CTA keyword is chosen here, not after the post is live. Output: package/YYYY-MM-DD/ with thumb.txt, caption.md, keyword.json. Do this for the script you just wrote — three files, no pixels yet.
Want this running for you?Build it step by step inside AI Creative OS, with me in the thread.Get Your First Agent →
04Build/QC
Build + QC through a face-safe brand gate
Split the job: agents/build.md generates the carousel/reel from brand.md + ugc-brief; agents/qc.md rejects before anything public. QC fails on: text on faces, plastic skin, off-palette, missing keyword in caption, no quiet edge for type. Wire a one-line gate: if qc.md says FAIL, build does not hand off to publish. Run the QC checklist in the code block on your last draft image — fix one FAIL before you move on.
05Publish/Ops
Publish + ops, then loop the week back to research
Make agents/publish.md (post via Zernio, arm the keyword, schedule the 20h follow-up) and agents/ops.md (Friday: what shipped, what keyword converted, what to feed research next Monday). You read the ops log; you do not babysit each post. After one publish, file a 5-line ops note and put next week's research topic at the top of the calendar. The loop closes when ops → research is a file handoff, not a Slack ping to yourself.
CLAUDE.md pipeline checklist + 5 agent stubs · paste into the project root
# CLAUDE.md — Creative OS 5-agent pipeline. Fill brackets. One job per agent.
# Who I am: [name]. Buyer: [who]. Voice: [3 rules]. Never: income claims, price in hooks, type on faces.
# LOOP research → script → package → build → qc → publish → ops → (weekly) research

# --- agents/research.md ---
# Job: weekly teardown + 7-day calendar. Input: niche + 3 comps. Output: research/YYYY-WW/
# Must never: invent metrics, copy competitor captions verbatim, skip the calendar file.
# Clock: Monday AM. Deliverable: 5 hooks, 3 steal-the-structure angles, 7 post ideas.

# --- agents/script.md ---
# Job: one calendar row → hook / body / CTA. Output: scripts/YYYY-MM-DD-slug.md
# Must never: write without reading research/, put price or income claims in the hook.
# CTA format: Comment [KEYWORD] + what they get (guide URL comes from package).

# --- agents/package.md ---
# Job: keyword-first pack BEFORE pixels. Output: package/YYYY-MM-DD/{thumb.txt,caption.md,keyword.json}
# thumb.txt = one idea, 4:5, quiet zone for type. caption.md = gap hook → value → save.
# keyword.json = {"keyword":"PIPELINE","dm":"https://guides.aicreativeos.com/guides/creative-os-pipeline/","followup_hours":20}

# --- agents/build.md + agents/qc.md ---
# build: generate from brand.md + ugc-brief + package/. qc: FAIL if text-on-face, plastic, off-palette,
# missing keyword in caption, or no quiet edge. No publish handoff on FAIL.

# --- agents/publish.md + agents/ops.md ---
# publish: Zernio post + arm keyword + schedule +20h follow-up. ops: Friday 5-line log → next research topic.
# INSTALL CHECK: 5 agent stubs exist · brand.md exists · one package/ folder shipped · one Zernio post armed this week
Want this running for you?
Build it step by step inside AI Creative OS, with me in the thread.
Get Your First Agent →
Zdeno Mucina
Not ready for that?
Drop your email and 3 more guides open in the Library, free.