Prioritization

Concept of the skill

This skill provides prioritization frameworks for AI engineering: RICE-A (adding AI Ambiguity to RICE) for product features, ICE for research experiments, and MoSCoW for MVP/Release scoping.

Domain Context

What is this skill? This skill provides prioritization frameworks for AI engineering: RICE-A (adding AI Ambiguity to RICE) for product features, ICE for research experiments, and MoSCoW for MVP/Release scoping. Use when ranking the backlog, deciding which model research path to follow, or defining the scope of a new feature. Do NOT use for one-off task sequencing (use task skill) or personal time management.

Workflow

Use the ordered phases, checklists, and guardrails in the sections below as the canonical workflow for this skill. When multiple subsections describe steps, follow them in the order presented.

Coverage

Three prioritization frameworks (RICE-A, ICE, MoSCoW), the Human vs AI Matrix for task delegation, accuracy threshold setting to prevent scope creep, and framework selection rules for matching the right framework to the current development phase.