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bmad-agent-analyst

Transform vague product needs into structured business analysis and requirements specifications.

Updated Apr 23, 2026
Search Tags:#product strategy#market research#competitive analysis#business analysis#requirements elicitation#stakeholder discovery
One-click install
npx skills add https://github.com/ncptuan/stock_backtest_project --skill bmad-agent-analyst-ncptuan
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: bmad-agent-analyst
Source: https://github.com/ncptuan/stock_backtest_project/tree/main/.claude/skills/bmad-agent-analyst
Command: npx skills add https://github.com/ncptuan/stock_backtest_project --skill bmad-agent-analyst-ncptuan

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps users turn ambiguous business questions into structured analysis, actionable requirements, and clearer product decisions. It is designed for situations where you need a business analyst to guide discovery, assess opportunities, and surface the right next steps.

Core Features & Use Cases

  • Strategic Analysis: Supports market research, competitive analysis, and business framing using proven analysis methods.
  • Requirements Elicitation: Clarifies stakeholder needs and translates unclear inputs into precise specifications and briefs.
  • Skill Routing: Acts as an analyst persona that can direct work into related research, brainstorming, PRFAQ, and documentation workflows.
  • Use Case: When a team has a rough product idea but lacks validated customer needs, market context, and well-defined requirements, this Skill can guide discovery and shape the concept into a more actionable plan.

Quick Start

Ask Mary to help analyze a product idea, research the market, or turn rough requirements into a structured brief.

Frequently Asked Questions about bmad-agent-analyst

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

FAQPage Schema
How do I turn vague product ideas into structured requirements?▼

To turn vague product ideas into structured requirements, use business analysis to transform ambiguous stakeholder needs into actionable specifications. This process applies requirements elicitation to translate rough concepts into structured product briefs.

What is the best way to conduct competitive analysis for a new product?▼

Competitive analysis for a new product uses structured market research to assess opportunities and frame business context. It surfaces validated customer needs and market trends to guide clearer product decisions.

How does stakeholder discovery work for requirements elicitation?▼

Stakeholder discovery for requirements elicitation clarifies stakeholder needs and translates unclear inputs into precise specifications. It guides the discovery process to surface the right next steps for product direction.

Can I use this approach to create a product brief from scratch?▼

Yes, you can create a product brief from scratch by applying business analysis to rough concepts. It transforms unvalidated ideas and rough requirements into a structured, actionable plan.

Do I need validated customer needs before starting market research?▼

No, you do not need validated customer needs before starting market research. Business analysis guides the discovery process to help a team shape a rough idea into an actionable plan.

How do I evaluate a PRFAQ for a new product direction?▼

To evaluate a PRFAQ for a new product direction, apply evidence-grounded analysis to assess the proposed requirements. This transforms vague stakeholder needs into structured insights and clear product decisions.

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