End-to-end Printful POD pipeline — takes a design PNG through file validation, upload, mockup generation, visual QA, and product listing. For selling merch online via Printful’s catalog.
Model Source sonnet pack: merch
Full Reference
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┃ [one-line description of Printful product task] ┃
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Full pipeline from design PNG to sellable Printful product. Handles file validation, upload, mockup generation, visual QA, and sync product creation. Loads printful-api for API reference.
File Contents reference/workflow.mdStep-by-step pipeline with API calls, validation checks, error handling reference/garments.mdBlank recommendations by use case — budget, standard, premium with specs
1. Validate print file specs
→ Resolution check (150+ DPI apparel, 300+ DPI accessories)
→ Dimension check against product print area
→ Transparent background for DTG
2. Upload to Printful file library
→ POST /v2/files with design URL
→ Store file_id for reuse
→ Invoke mockup-generator (Printful provider)
→ Multiple colors in one request
→ Poll or webhook for completion
→ Invoke merch-qa with product_type=apparel_mockup
→ Verify design placement, color contrast, realism
→ Pass: continue | Fail: flag issues, revise
5. Create sync product (if e-commerce connected)
→ POST /v2/sync-products with variants + pricing
6. Present results with QA report
→ Mockup images + QA pass/fail + product URL if created
Dependency Required Purpose PRINTFUL_TOKEN in .envYes API authentication printful-api skillYes (loaded) API reference for all endpoints mockup-generator skillYes (invoked) Mockup generation merch-qa skillYes (invoked) Visual quality gate
Category Examples DPI Requirement T-shirts Bella+Canvas 3001, Comfort Colors 1717, Gildan 5000 150 DPI Hoodies Bella+Canvas 3719, Independent Trading 150 DPI Sweatshirts Comfort Colors 1566 150 DPI Hats Yupoong, Otto Cap 150 DPI Stickers (kiss-cut) 3x3”, 4x4”, 5x5” 300 DPI Tote bags ATC Canvas 150 DPI
See reference/garments.md for detailed blank recommendations. Quick guide:
Use Case Recommended Blank Base Cost Budget events/giveaways Gildan 5000 $2-3 Standard merch (best DTG) Bella+Canvas 3001 $5-7 Premium feel Comfort Colors 1717 $6-9
Printful base cost + your markup = retail price. Common markups:
Product Type Base Cost Range Suggested Retail Margin Unisex tee $5-9 $25-35 65-80% Hoodie $18-25 $45-60 55-65% Kiss-cut sticker $2.72-6.35 $4-8 30-50%
Routed by: merch-pimp for Printful/POD requests
Loads: printful-api reference skill for API details
Calls: mockup-generator with Printful provider
Calls: merch-qa with product_type=apparel_mockup (mandatory before delivery)