ai-problem-framing

What problem does it solve?

AI work often starts from vague intents that lead to inconsistent results. This skill provides a structured approach to turn fuzzy prompts into explicit objectives, constraints, and success criteria, enabling reliable and repeatable AI delegation.

Core Features & Use Cases

• Framing framework: explicit objectives, constraints, and success criteria to guide AI work.
• Problem decomposition: map complex tasks into manageable sub-tasks with clear ownership.
• Human-vs-AI responsibility guidance: clarifies what AI can do and what humans must own.
• Use Case: frame a vague product prompt into a concrete research plan for a teammate.

Quick Start

Frame a vague prompt into a formal problem statement with explicit objectives, constraints, and success criteria.