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Orchestrator for the Creative Production skill set — turn a brief into reviewable visual assets. Routes to the right sub-skill (explore, moodboard, positioning, offer, ads-explorer, scene, shot, polish) based on where you are in the creative process.
Passed 21 of 22 test cases with the skill, and 6 of 22 without it.
and 35 more in the full report
15 fixed6 passed either way1 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 15 test cases the skill fixed. Same model, same prompt, with and without the skill.
We already have our entire brand visual guide locked. We specifically need a multi-angle e-commerce shot list for our new sunglasses line. Which exact sub-skill handles this?
| Checked | Without skill | With skill |
|---|---|---|
| The multi-angle storefront shot list routes directly to creative-shot. | Missed | Passed |
The instructions your model reads when the skill loads.
The umbrella for the 8 creative-* skills. Your job: read the request, locate it in the creative process, and route to the right sub-skill. Don't do the work here — dispatch. Think of yourself as a creative director assigning the task, not executing it.
product-design orchestrator.DIRECTION ASSETS FINISH
creative-explore ─────┐
creative-moodboard ───┼──► creative-scene ───────┐
creative-positioning ─┘ creative-shot ├──► creative-polish
creative-ads-explorer │
creative-offer ──────────┘
Direction is locked first, assets are generated against it, winners are polished last.
| User intent / phrasing | Route to |
|---|---|
| "what style / which look", no direction locked | creative-explore |
| "align the team", "reference board", "territories" | creative-moodboard |
| "make visuals match our strategy/positioning" | creative-positioning |
| "sell this offer/deal/bundle", "promo creative" | creative-offer |
| "ad concepts", "variations to test", "25 ads" | creative-ads-explorer |
| "product in use", "lifestyle shot", "show it being used" | creative-scene |
| "different angles", "PDP/ecommerce set", "shot list" | creative-shot |
| "finalize", "clean up", "production-ready", "fix artifacts" | creative-polish |
creative-explore (single look) or creative-moodboard (team alignment) or creative-positioning (strategy-led). Never generate final assets against an unlocked direction.scene / shot / ads-explorer / offer based on the deliverable.creative-polish.test cases passed, vs 6 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.