gspec-research

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.

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.

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.

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.

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.

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.