gspec-research

Generate a competitive analysis report from your Garden of for .NET and store it in gspec/research.md.

6|2|Updated Feb 10, 2026

Search Tags:#research #roadmap #competitive #competitive-analysis #market-analysis #feature-matrix #gspec

Ready to run

npx skills add https://github.com/gballer77/gspec --skill gspec-research

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: gspec-research
Source: https://github.com/gballer77/gspec/tree/main/pages/.claude/skills/gspec-research
Command: npx skills add https://github.com/gballer77/gspec --skill gspec-research

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps product teams consolidate competitive intelligence from the gspec product profile into a persistent, actionable analysis that informs feature prioritization, gap analysis, and roadmap decisions.

Core Features & Use Cases

Read the product profile (gspec/profile.md) to extract named competitors and competitive context.
Build a structured competitive feature matrix and categorize findings into table-stakes, differentiating, and white-space opportunities.
Propose additional features informed by the competitive landscape, product mission, and use cases, and surface interactive review prompts for validation.
Persist the analysis to gspec/research.md for reuse by other commands and future iterations.

Quick Start

Run the gspec-research skill to generate a competitive analysis from the current product profile.

Frequently Asked Questions about gspec-research

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

FAQPage Schema

How do I automate competitive analysis for product strategy?▼

Build a competitive feature matrix by extracting named competitors from your product profile, then categorizing features into table-stakes, differentiating, and white-space opportunities. This structured matrix highlights gaps to inform feature prioritization.

What is the best way to find white-space opportunities in a competitive landscape?▼

Find white-space opportunities by analyzing named competitors from your product profile against your product mission and use cases. The analysis categorizes market gaps and proposes new features, surfacing interactive prompts for validation.

Do I need a product profile to generate a competitive feature matrix?▼

Yes, a product profile at gspec/profile.md containing named competitors and competitive context is required. The skill reads this file to extract the necessary data for building the structured feature matrix.

How do I persist competitive research findings for roadmap planning?▼

Persist competitive research findings by saving the synthesized analysis directly to gspec/research.md. This ensures the feature matrix, gap analysis, and actionable recommendations remain reusable by other commands and future iterations.

Can I propose new features based on a competitive gap analysis?▼

Yes, you can propose new features based on the competitive gap analysis. The skill evaluates the landscape alongside your product mission to suggest features and surfaces interactive review prompts for team validation.

What are the limitations of automating market analysis from a product profile?▼

The market analysis is limited to the competitors and context explicitly named in your gspec product profile. It relies on existing profile data and interactive validation prompts rather than autonomous external web scraping.