The video demonstrates using the /grill-with-docs skill to plan an agent-run print-on-demand business called Keepsake Threads. The creator walks through a comprehensive planning session, answering questions and making decisions with the AI agent to define the product, workflows, and technical architecture.
A short editorial from the VEONIB team on why this content matters.
This video demonstrates a practical, transparent approach to building an agent-run business, using AI planning tools to define a viable product.
Unlike typical hype videos, this one shows a realistic planning process with real constraints, making it a valuable case study for AI-driven business development.
Entrepreneurs interested in AI agents should watch this to see a structured planning method and then apply similar tools to their own business ideas.
A skill that combines grilling (questioning) and domain modeling to sharpen project plans.
A technique to actively build and refine a project's domain model, including glossary and decisions.
A short document capturing a decision, its context, and consequences.
A business model where products are printed only after a customer orders, reducing inventory risk.
A business operated primarily by AI agents, with minimal human intervention.
The process of checking designs for potential intellectual property infringements.
What is the /grill-with-docs skill?
It's a skill that combines grilling (questioning) and domain modeling to help plan projects, creating ADRs and a context file.
How does domain modeling work in this context?
It actively builds and sharpens the project's domain model, challenging terms, inventing edge cases, and writing decisions down as they crystallize.
What are ADRs?
Architecture Decision Records are short documents that capture a decision, its context, and consequences.
What is the business concept for Keepsake Threads?
It transforms baby clothing designs into new garments for older children, using AI to extract and redesign patterns.
Why is IP screening important?
To avoid legal issues with copyrighted characters or logos on designs.
How does the plan handle customer privacy?
Raw photos are deleted within 24 hours, and only the extracted design is retained.
What is the generation quota for customers?
Anonymous visitors get one set; accounts get 20 sets per rolling 30 days.
What are the next steps after planning?
Building the product using agents like Hermes and Claude Code, then marketing and maintenance.