Signal Optional demand check
Brief I Left a Margin for Error. It Was Not Enough.
Production art Generate the master graphic
Commerce views Unlocks when the master graphic is KEPT
Story + ads Unlocks when the master graphic is KEPT
Listing Title, bullets, description, tags, price band
POD Map to a Printify blueprint
Shopify Owner release action — never automated
Direct work Tell the product agent what to change Auto mode versions your direction, chooses the next safe missing draft, and immediately runs its scoped AI agent. You can still select a specific target or save a note only. Every result remains reviewable and unpublished.
Next safe draft (auto) Save as workroom note Creative brief Master graphic Light-product print Dark-product print Hero image Detail image Lifestyle image Ad still Listing + email sequence Save + start next AI job Creative brief owner-sheet
I Left a Margin for Error. It Was Not Enough.
Buyer MARCUS, 27, bootcamp grad just got first dev job. Tribal entry purchase. Shares in bootcamp alumni Slack — concentrated peer network. Buying moment The Long-Suffering Engineer: Right in Theory — Friday in Practice. MARCUS, 27, bootcamp grad just got first dev job. Tribal entry purchase. Insight Statistical bell curve where tails extend far beyond expected range. Small you are here arrow pointing to outer tail. Product thesis Margin for Error — I Left a Margin for Error. It Was Not Enough. Visual family Statistical bell curve where tails extend far beyond expected range. Small you are here arrow pointing to outer tail. — I Left a Margin for Error. It Was Not Enough. Palette Burgundy, Cream, Gold, Dark Brown Hero scene A Burgundy unisex tee with the "Margin for Error" design, front-facing, filling the frame on a clean neutral background. Ad angle The Long-Suffering Engineer: Statistical bell curve where tails extend far beyond expected range. Small you are here arrow pointing to outer tail. PDP promise I Left a Margin for Error. It Was Not Enough. Review question Does the generated master graphic match the sheet prompt closely enough to keep? Rewrite brief Score demand
Offer strategy target >6% · hypothesis
The current brief predates Phase 0. Regenerate it to add the conversion hypothesis, annual promotion windows, bundles, economics and measurement plan.
Next: generate commercial brief · missing commercial strategy
Conversion checklist 3/12
✓ One-line hookI Left a Margin for Error. It Was Not Enough. ✓ Specific buyer + momentMARCUS, 27, bootcamp grad just got first dev job. Tribal entry purchase. Shares in bootcamp alumni Slack — concentrated ○ Original, non-infringing designKeep a master graphic first ○ Hero image shows this designGenerate from the kept master graphic ○ Lifestyle momentBuyer needs to see the message lived out in a shared moment ○ Ad still with headline spaceNeeded for paid social ○ UGC / video scriptsHooks + shot lists for short video ○ Benefit-led listing copyTitle, bullets, description, SEO, tags ✓ No unguaranteeable claims— ○ Gift occasions namedWhen would someone buy this? ○ Price band setFrom the listing draft ○ Fulfilment mappedPOD Mapper Production art Commerce views Story + ads Listing Launch
Generate full funnel Advance funnel (0)
The design itself. Everything downstream is built on the KEPT version.
Not generated yet Generate from the brief.
Print file tuned for light garments/products.
Not generated yet Generate from the brief.
Print file tuned for dark garments/products.
Not generated yet Generate from the brief.