project-definition

What problem does it solve?

When you have a fuzzy product idea (or scattered inputs) but not a clear deliverable yet, this Skill helps you compress uncertainty into decision-ready definition artifacts so implementation won’t start on guesses.

Core Features & Use Cases

• Problem framing & JTBD: Convert “we should do X” into a structured problem statement, assumptions, and what success really means.
• Research synthesis: Turn interviews, frontline signals, and competitor/market notes into evidence-backed insights (segments, personas, request-vs-need).
• PRD/spec + scope + acceptance criteria: Produce clear goals, non-goals, requirements (P0/P1/P2), user flows/IA, and measurable acceptance criteria.
• Architecture/AI workflow/benchmarks design (as needed): Define system boundaries, data model proposals, AI HITL/trust/fallback, benchmark plans, and readiness checks.
• Roadmap & implementation handoff: Establish MVP, prioritization, trade-offs, and an implementation plan handoff package without jumping into coding.

Quick Start

Ask the agent to produce a spec-level project definition from your product request, including scope, user flow/IA, architecture/data proposals (if needed), and an AI workflow/benchmark plan when AI is involved.