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Get Started Free →Orchestrator for the Product Design skill set — turn early ideas into reviewable prototypes. Routes to the right sub-skill (get-context, research, audit, ideate, image-to-code, url-to-code, prototype, qa, share) based on where you are in the design process. Use when the user gives a high-level design goal like "design a UI for X", "prototype this idea", "rebuild this screen", "review our flow", or isn't sure which design step they need. Delegates to design-* skills.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-02 | ✗→✓ | ▲ Improved | -26% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -26% | 0% |
| case-07 | ✗→✓ | ▲ Improved | -61% | 0% |
| case-08 | ✗→✓ | ▲ Improved | 95% | 0% |
| case-12 | ✗→✓ | ▲ Improved | 106% | 0% |
The umbrella for the 9 design-* skills. Your job: read the request, locate it in the design process, route to the right sub-skill. Don't do the work here — dispatch. You're the design lead sequencing the work, not the IC executing each step.
creative-production orchestrator.FRAME EXPLORE BUILD SHIP
design-get-context ─► design-research ──► design-ideate ─► design-image-to-code ─┐
design-audit design-url-to-code ├─► design-prototype ─► design-qa ─► design-shareFrame the problem → explore options → build the chosen one → gate quality → ship for review.
| User intent / phrasing | Route to | |---|---| | new design task, brief unclear | design-get-context (almost always start here) | | "how do others do X", competitor/pattern scan | design-research | | "what's wrong with this UI", review existing | design-audit | | "give me layout options/directions" | design-ideate | | "build this mockup/screenshot" | design-image-to-code | | "clone/rebuild this live site" | design-url-to-code | | "make it clickable", "wire the flow" | design-prototype | | "does it match the design/spec" | design-qa | | "share it", "give me a link", "publish" | design-share |
./design/context.md already exists, start with design-get-context. The cheapest fix is the question asked before building.research/audit as needed, then ideate directions.image-to-code (from a mockup) or url-to-code (from a live site), then prototype to wire interactivity.design-qa before design-share. Don't ship HIGH-severity drift.context.md is the shared source of truth — every sub-skill reads it; keep it current.Request: "Our onboarding loses people. Can you redesign it and give me something clickable to test?"
plan:
1. frame → design-get-context → goal: ↓ step-2 drop-off; success: 60%→80%
2. explore → design-research → competitor onboarding patterns + pains
design-audit → audit current flow (3 HIGH issues found)
3. options → design-ideate → 3 directions; user picks "Guided Wizard"
4. build → design-image-to-code → implement the wizard screens
design-prototype → wire Welcome→Template→Name→Dashboard + error state
5. gate → design-qa → conformance vs context (fix 2 items, re-QA → PASS)
6. ship → design-share → local link + review note
dispatch order respects: frame → explore → build → gate → shipcontext.md) before any building begins.get-context are what design-qa checks against (closed loop).design-share without design-qa circulates drift.Sub-skills use vision, browser-automation, web-fetch, and optional image tools as needed. The orchestrator itself needs no tooling — it sequences and dispatches. If a sub-skill's tool is unavailable, it degrades gracefully and flags what's unverified.
Other measured skills in the registry, with their headline benchmark lift.