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design pipeline
High-volume POD production engine for niche selection, design briefs, and product matrix expansion.
$12
Works with the AI tools you already use
design pipeline
Example session with this skill installed
I need to hit my Month 2 quota. Find a niche and give me a design brief for a personalized gift.
- Read your context and instructions
- Compiled the design pipeline
- Generated the document
I have identified a high-potential niche in the
Personalized Pet Memorial category. This niche satisfies the identity, gift-worthiness, and 12-month demand filters. To meet your Month 2 target of 18-20 designs per week, we will use a multiplier strategy to turn this single concept into 5 distinct listings.
Design Brief: Pet Remembrance
| Field | Specification |
|---|---|
| Design ID | #2024-PM-01 |
| Niche | Memorial / Remembrance (Dogs) |
| Target Person | Grieving pet owner; purchased as a sympathy gift by friends/family |
| Concept | Minimalist line-art silhouette of a dog with a "bridge" metaphor |
| Text | "Always by your side, [Name]. 2010 - 2024" |
| Visual Direction | Fine-line aesthetic, charcoal grey on cream/white, centered composition |
| Personalization | Yes - Name and Date fields |
| IP Gate | ✅ Passed (Original art and generic sentiment) |
Product Type Matrix expansion
| Product Type | Price Band | Strategy |
|---|---|---|
| Poster / Wall Art | $16–45 | Primary gift format; highest margin |
| Ceramic Mug | $18–26 | Everyday remembrance item; high gift volume |
| Tote Bag | $20–28 | Functional memorial item; low return risk |
| Sweatshirt | $38–52 | High cart value; comfort-focused apparel |
| T-Shirt | $24–32 | Standard volume driver |
Next steps
- Run this brief through the
ip-safety-gateto confirm no trademarked phrases are used in the metadata. - Order a sample of the Poster and Mug from your preferred Printify provider to check line-weight clarity.
- Once samples are approved, use
etsy-listing-seoto generate titles for all 5 product types.
design-pipeline.pdf
PDF · document
Example file from a real run - the skill writes it into your workspace.
Connects securely to your tools. The creator never sees your data.
What you get
About this skill
The problem
Print-on-demand revenue stalls when design production is inconsistent. Most sellers struggle to maintain the weekly volume needed to find winners and fail to maximize the value of a single design across multiple product types.
What it does
- Generates weekly design quotas based on store maturity to ensure consistent growth.
- Filters niche ideas through a 4-point identity and gift-worthiness framework.
- Produces technical design briefs including visual direction, typography, and personalization fields.
- Maps single designs across a product-type matrix to multiply listing volume.
- Identifies winning designs and provides specific axes for horizontal scaling.
Why this beats prompting it yourself
General AI often suggests generic niches or copyrighted slogans that lead to account bans. This skill enforces a strict identity-based niche filter and an operational multiplier rule that treats every design as 4-5 distinct revenue-generating assets.
Use cases
- Generating a high-volume design brief for a professional humor niche.
- Scaling a proven best-seller into adjacent professions or product categories.
- Audit and delisting of stagnant inventory to maintain store conversion rates.
- Planning a product expansion matrix for a new personalized gift line.
Known limitations
Requires manual IP safety checks and physical sample ordering to verify print provider quality before full-scale production. Does not automate the actual graphic design file creation.
How to install
Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.
- 1
Download the ZIP
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- 2
Unzip into your skills folder
Every agent reads skills from one folder on your machine. Drop the unzipped folder in there.
- 3
Ask your agent to use it
Restart the agent if it was already running. It picks the skill up automatically - no config needed.
Skills folder by agent
Click the path to copy it. Create the folder if it does not exist yet.
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