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discovery

Validate problem space and generate a research report with traceability matrix.

9|2|Updated Dec 10, 2025
Search Tags:#research#discovery#traceability#prd#stakeholder-interviews#phase-0
One-click install
npx skills add https://github.com/ilandahan/AID --skill discovery-ilandahan
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: discovery
Source: https://github.com/ilandahan/AID/tree/main/.claude/skills/memory-system/references/phases/discovery
Command: npx skills add https://github.com/ilandahan/AID --skill discovery-ilandahan

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Discovery Phase Skill helps teams validate the problem space early and collect evidence to inform PRD decisions.

Core Features & Use Cases

  • Structured Research Workflow: Problem Analysis, Stakeholder Interviews, Market & Competitive Research, and Opportunity Synthesis.
  • Artifact Output: Final research report, traceability matrix, and supporting analysis.
  • Use Case: A PM reviews research findings before committing to product scope and requirements.

Quick Start

Run Phase 0 discovery to validate the problem space and generate a research report with traceability.

Frequently Asked Questions about discovery

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

FAQPage Schema
How do I validate problem space and gather research insights before writing a PRD?▼

To validate the problem space before a PRD, run Phase 0 discovery to frame problems, conduct stakeholder interviews, and synthesize market research into an actionable research report with a traceability matrix.

What is the best way to structure stakeholder interviews during product discovery?▼

Structure stakeholder interviews by applying a Phase 0 discovery workflow, which guides problem analysis and market research to ensure findings are synthesized into a formal research artifact for PRD decisions.

Can I use this to generate a traceability matrix from market research?▼

Yes, you can generate a traceability matrix by running the discovery workflow, which synthesizes market research and stakeholder interview data into a final research report with defined output structures.

Does phase 0 discovery enforce specific phase gates for product research?▼

Yes, Phase 0 discovery enforces phase gates to ensure teams validate the problem space and collect sufficient evidence before committing to product scope and generating the final research artifact.

How do I synthesize competitive research into an actionable research artifact?▼

Synthesize competitive research into an actionable artifact by following the structured discovery workflow, which enforces phase gates and outputs a comprehensive research report with an accompanying traceability matrix.

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