Activates on every task: coding (features, bugs, refactoring, scripts), documents (reports, proposals, DOCX, PDF), charts and visualizations, data processing, complex multi-step planning, or even simple questions. Provides a six-phase workflow with traceability IDs, entry/exit gates, scope commitment, and three enforcement layers (phase machine, mandatory prints, preferences dialog). Complexity adapts per task tier. Use this skill whenever the user asks to build, fix, analyze, create, plan, or process anything — the framework runs internally for trivial tasks and fully for complex ones. Web development (Next.js, UI) is delegated to fullstack-dev; this framework wraps the workflow around it.
v9.11.3 — see CHANGELOG.md