research

Research systematic evaluation across planning, information gathering, and structured analysis. This Skill identifies credible technical sources, synthesizes findings with citations, and produces actionable architecture recommendations validated against scalability and security criteria within a defined scope.

Phase-driven research planning defines scope, gathers multi-source information from official documentation and web resources, evaluates against security and maintainability criteria, and generates structured reports with executive summaries, methodology, findings, and recommendations for infrastructure decisions.

This research methodology validates information currency within the last 12 months, gathers from multiple sources with structured citations, applies evaluation criteria for security and scalability, and produces Markdown reports that document methodology and recommendations for repeatable, scoped workflows.

Yes. Structured research satisfies requirements for multi-source validation, risk assessment across architecture, security, and maintainability dimensions, and produces actionable roadmaps with citations and methodology—critical for systems where compliance, scalability, and maintenance costs matter.

Yes. The methodology applies to technology evaluation, architecture planning, risk assessment, and implementation design across software systems and cloud infrastructures, delivering structured analysis with executive summaries, findings, and cited recommendations applicable to both infrastructure and application-level decisions.