justin-analyst

Elicit clear business requirements from ambiguous user needs by providing a project brief. The Skill applies stakeholder elicitation and menu-driven guidance to translate vague requests into concrete specifications and structured engagement plans.

Translating vague requests into concrete requirements involves applying evidence-based analysis to your project brief. The Skill uses configured persona files to produce structured specifications and actionable recommendations for projects of varying complexity.

Market analysis and stakeholder alignment scenarios are fully supported. The Skill operates across product discovery to conduct competitive analysis, utilizing persistent facts and structured guidance to generate evidence-based insights for your projects.

To start building an initial specification outline, provide your project brief and ask the Skill to extract clear requirements. It loads activation steps from configured TOML files to produce structured, evidence-based recommendations.

Configured TOML files are used internally to load persona, activation steps, and persistent facts. You do not need to manually configure them; simply provide your project brief to generate structured engagement plans and recommendations.

Menu-driven guidance for business analysis relies on the clarity of your initial project brief and configured persistent facts. While it supports varying project complexity, extremely unstructured or missing input data may limit the depth of the resulting specifications.