ai-opportunities

What problem does it solve?

AI initiatives often lack a standardized blueprint for identifying and documenting AI opportunities within workflow documents. This skill provides a structured reference that downstream rendering skills can consume to generate consistent AI-focused sections for both business context and technical design.

Core Features & Use Cases

• Dual-layer framework: business impact + technical context pipeline for AI opportunities.
• Touchpoint identification protocol: classify AI interaction points within workflows and map them to data sources.
• Context pipeline mapping & constraints: define data sources, hops, shapes, quality, risk, and output requirements for each touchpoint.
• Iteration budgeting guidance: estimate iterations and justify complexity.
• Technical reference artifacts: provide collapsible SA references for each touchpoint including data pipelines, constraints, and design decisions.

Quick Start

Generate a high-level AI opportunities blueprint for a given workflow, including touchpoints, context requirements, and output constraints.