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project-definition

Transform vague product ideas into decision-ready definition artifacts.

Updated Apr 27, 2026
Search Tags:#AI workflow#roadmap#acceptance criteria#scope#prd#product planning#project-definition
One-click install
npx skills add https://github.com/Handy369/passto-pi-frame --skill project-definition
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: project-definition
Source: https://github.com/Handy369/passto-pi-frame/tree/main/skills/project-definition
Command: npx skills add https://github.com/Handy369/passto-pi-frame --skill project-definition

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

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.

Frequently Asked Questions about project-definition

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I turn vague product ideas into a shippable PRD and roadmap?▼

To turn vague product ideas into a shippable PRD and roadmap, this Skill compresses scattered inputs into decision-ready definition deliverables including problem framing, scope, acceptance criteria, and prioritized plans.

What is the best way to define project scope and acceptance criteria before development?▼

Defining project scope and acceptance criteria structurally involves setting clear goals, non-goals, and requirements into P0/P1/P2 tiers with measurable checks, ensuring implementation does not start on guesses.

Can I design AI workflows and HITL fallback plans within a product spec?▼

Yes, designing AI workflows and HITL fallback plans within a product spec involves defining system boundaries, AI trust mechanisms, benchmark plans, and readiness checks alongside your core user flows.

Does project definition work for AI workflow planning or just standard PRDs?▼

Project definition works for both standard PRDs and AI workflow planning by synthesizing research into insights and proposing architecture, data models, and human-in-the-loop trust designs as needed.

When should I avoid using a product planning skill for my deliverables?▼

Avoid using a product planning skill when your main output requires coding, debugging, tests, or deployment artifacts rather than strategy, scope, structure, or definition deliverables.

How to synthesize user research and frontline signals into product requirements?▼

Synthesize user research into product requirements by converting interviews and market notes into evidence-backed insights like segments and personas, transforming requests into actual needs for your spec.

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