gsd-research-phase

To automate technical research for a development phase, use this skill to orchestrate specialized subagents that investigate implementation approaches, evaluate libraries, and assess risks based on your project context.

Automated architectural discovery validates implementation strategies by spawning subagents to analyze existing project documentation and roadmap data, generating prescriptive research outputs with up-to-date architectural patterns.

Generate a research document for a new project phase by integrating existing requirements and phase context into the skill, which then outputs validated architecture patterns, standard stack selections, and pitfalls to avoid.

Yes, context-aware technical research requires integration with existing roadmap data and project documentation to provide highly relevant, non-exploratory technical guidance and validated implementation strategies.

Yes, you can use this automated research approach for library selection and risk assessment, as it orchestrates specialized subagents to investigate potential pitfalls and verify architectural patterns for your workflow.

A limitation of automated subagent research is its dependency on existing roadmap data and project documentation; without accurate integration, it cannot provide the non-exploratory technical guidance required for valid implementation strategies.