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Gamaroff
GamaroffCOMMUNITY
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analyst

Generate market research, competitive analysis, and project brief documents from YAML templates.

2|Updated Feb 14, 2026
Search Tags:#brainstorming#strategy#market research#competitive analysis#business analysis#swot analysis#project brief
One-click install
npx skills add https://github.com/Gamaroff/agent-skills --skill analyst-gamaroff
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: analyst
Source: https://github.com/Gamaroff/agent-skills/tree/main/skills/analyst
Command: npx skills add https://github.com/Gamaroff/agent-skills --skill analyst-gamaroff

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? It removes the blank-page problem of strategic planning by guiding users through structured market research, competitor analysis, project briefs, and brainstorming sessions that produce decision-ready markdown documents. ## Core Features & Use Cases - Market Research Reports: Build TAM/SAM/SOM sizing, customer segment profiles, Porter's Five Forces analysis, and opportunity assessments into docs/market-research.md. - Competitive Analysis: Create competitor profiles, feature comparison matrices, SWOT comparisons, positioning maps, and monitoring plans in docs/competitor-analysis.md. - Project Briefs & Brainstorming: Draft project briefs with MVP scope and success metrics, and delegate ideation sessions to the brainstorming skill. - Use Case: A product manager starting a new initiative invokes the analyst skill to produce a project brief, which then feeds directly into PRD creation and architecture planning. ## Quick Start Ask the agent to run analyst create-project-brief and answer the guided questions to produce a complete brief in docs/brief.md.

Frequently Asked Questions about analyst

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

FAQPage Schema
How do I create a market research report with this skill?▼

Invoke the analyst skill with perform-market-research. It uses the market-research YAML template through the create-doc skill to guide you through TAM/SAM/SOM sizing, customer segments, and Porter's Five Forces, outputting docs/market-research.md.

How to generate a competitive analysis for a new product?▼

Run analyst create-competitor-analysis to build competitor profiles, feature comparison matrices, SWOT comparisons, and positioning maps. The workflow ends with strategic recommendations and an ongoing monitoring plan saved to docs/competitor-analysis.md.

What documents does the analyst skill produce?▼

It produces three template-driven markdown documents: docs/market-research.md, docs/competitor-analysis.md, and docs/brief.md. Brainstorming and research prompts are delegated to dedicated skills that produce their own outputs.

Can the analyst skill document an existing codebase?▼

Yes, the document-existing-project command delegates to a dedicated brownfield documentation skill. It analyzes the actual codebase state, captures technical debt and constraints, and produces architecture documentation for AI-assisted development.

Does the analyst skill work with other planning skills?▼

Yes, its outputs feed downstream workflows: the pm skill uses briefs and research for PRD creation, the architect skill uses technical research for decisions, and the ux-expert skill uses market research for design work.

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