ai-product-building-heller

What problem does it solve?

This Skill provides a repeatable framework for identifying AI startup opportunities by mapping real-world paid work to AI-enabled solutions, and guides teams through reliable product development, evaluation, pricing, and go-to-market strategies to improve success rates.

Core Features & Use Cases

• Job-as-Market Framework: identify opportunities where AI can replace or assist paid work by focusing on tasks customers actually pay for.
• Evaluation & Building Framework: implement a disciplined workflow with prompt-level evaluation, 12-eval prompts per idea, and holdout validation to push toward high-accuracy outcomes.
• Pricing, Marketing, and Trust: apply value-based pricing, enterprise trust-building tactics, and gradual deployment guides to win enterprise customers.
• Example Use Case: start from a regulated-domain workflow like legal research or customer support to illustrate the process from ideation to deployment.

Quick Start

Start by naming a real-world job people currently pay humans to do, categorize it as Assistance, Replacement, or Previously Unthinkable, and outline a 12-prompt evaluation plan with diverse test cases plus a holdout, then convert findings into a concrete product plan.