OPERATOR STACK
Prompting is the easy part. What earns its keep is the directory structure, the skills, the connectors and the ledger telling you what every accepted asset actually cost.
- Mechanism
- The ledger layer
- Stages
- 6
- Gates
- 4 named tests
- Reach for it when
- A marketing team already producing at volume and losing the margin to coordination. This is the pipeline that becomes a Creative System engagement.
Half a day mapping how the work runs today, one to two weeks building, then a live walkthrough. Everything sits inside the client’s own accounts.
The boring half that pays
- 01
Map
Every step written down with an owner: what a person decides, what a model drafts, what a script handles alone at four in the morning.
TOOLINGA whiteboard and an owner per stepTYPICAL TIMEHalf a day - 02
Skills
A skill is a directory holding a SKILL.md file plus references, templates and scripts. Its description stays in context and the body loads only when a task matches, so instruction sets stay out of the way until needed.
TOOLINGClaude SkillsTYPICAL TIMETwo days - 03
Code
The repetitive end: batch renaming, render queues, spreadsheet updates, site copy edits and the client-facing pages themselves.
TOOLINGClaude CodeTYPICAL TIMEThree days - 04
Connect
The studio gets wired to the tools already in use: generation, asset storage, the tracker, the approvals channel.
TOOLINGMCP serversTYPICAL TIMEOne day - 05
Interface
A pipeline turns into something the client can operate. React and Tailwind underneath, so a prototype can graduate into the real product.
TOOLINGFigma MakeTYPICAL TIMETwo days - 06
Ledger
Naming convention, version tags, run log and cost per accepted asset. This is the part that makes a creative studio explainable to a finance team.
TOOLINGSheets, a run logTYPICAL TIMEOngoing
Every gate has a test two people would run the same way and a stated action on failure. This is the part that makes volume survivable.
Human gate
A person signs off the brief and the final cut, at any volume.
No exception has ever been worth it.
Rights gate
Model licence checked for commercial use under the client terms.
Swap the model before rendering, never after.
Secret gate
No keys, client data or unreleased assets inside a prompt.
Rotate the key and route through the connector.
Cost gate
Credit ceiling per asset agreed before a batch starts.
The job halts and asks for a decision.
Run it on your product.
Bring the thing that has to stay identical across forty frames. We will tell you which gate it will fail first and what that costs to prevent.