af-discover-scope

Gather project context and generate discovery documentation for Linear features.

Updated Feb 8, 2026

Search Tags:#product management #discovery #requirements gathering #technical documentation #project scope #user analysis

Ready to run

npx skills add https://github.com/GainInsightDev/websites --skill af-discover-scope

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: af-discover-scope
Source: https://github.com/GainInsightDev/websites/tree/main/.claude/skills/af-discover-scope
Command: npx skills add https://github.com/GainInsightDev/websites --skill af-discover-scope

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill bridges the gap between initial product ideas and actionable development tasks by thoroughly exploring project scope, user needs, and technical constraints.

Core Features & Use Cases

Comprehensive Discovery: Gathers essential context through structured questions about business drivers, users, technical constraints, and success criteria.
Deliverable Generation: Produces key project documentation including Project Overview, User Analysis, Entity Model, Technical ADRs, Integration Architecture, UX Foundation, and Tech Stack Agreement.
Use Case: When a stakeholder proposes a new SaaS platform, this Skill guides the process to define its core purpose, target users, technical requirements, and desired outcomes, creating a solid foundation for the Refinement phase.

Quick Start

Use the af-discover-scope skill to start a discovery session for a new cost allocation system.

Frequently Asked Questions about af-discover-scope

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

FAQPage Schema

How do I map product ideas to actionable development tasks?▼

To map product ideas to actionable features, you need structured product discovery to gather business drivers, user personas, technical constraints, and success metrics into comprehensive project documentation.

What documentation is needed for project scope and requirements gathering?▼

Requirements gathering for project scope requires deliverables like a Project Overview, User Analysis, Entity Model, Technical ADRs, Integration Architecture, UX Foundation, and Tech Stack Agreement.

How do I start a product discovery session for a new SaaS platform?▼

Start product discovery by systematically ingesting project context through guided questions about business drivers, target users, technical requirements, and desired outcomes to establish a solid foundation.

How does user analysis fit into technical documentation for product management?▼

User analysis integrates into technical documentation by defining target user personas and success criteria, ensuring the project scope accurately reflects user needs alongside technical constraints.

What is the best way to establish Linear features from project scope?▼

Establishing Linear features requires completing a structured discovery workflow that validates context ingestion, external research, and deliverable creation to ensure features align with defined project scope.

Can I use this approach for a cost allocation system discovery?▼

Yes, you can use structured discovery for a cost allocation system to define its core purpose, target users, technical requirements, and success metrics before entering the refinement phase.