sts

Use this skill when a user wants to convert a workflow.R script into an interactive HTML/JS mockup dashboard with a design sidepanel. Triggers when users mention building a Shiny dashboard from an R script, want to prototype a dashboard UI before writing Shiny server code, want to visualize their R workflow as a dashboard, or say things like "turn my workflow into a dashboard", "mockup my shiny app", "design a dashboard from my R script", or "stage 1 of the shiny pipeline". Always use this skill before generating any HTML dashboard mockup for a Shiny app project.

Use this skill when a user wants to convert an approved HTML mockup dashboard into a real R Shiny app. Triggers when users mention "convert my mockup to Shiny", "stage 2 of the shiny pipeline", "turn the HTML into a Shiny app", "build the Shiny server", or paste a design_metadata.json. Always use this skill before writing any Shiny app code from an HTML mockup. This skill produces a raw HTML/JS Shiny UI (no bslib/shinydashboard) paired with a reactive R server.

Use this skill when a user wants to replace fake/synthetic data stubs in their Shiny app with real data from their workflow.R script. Triggers when users mention "stage 3 of the shiny pipeline", "replace fake data", "wire up real data", "swap stubs for real data", "integrate my workflow into shiny", or present a FAKEDATA_INDEX with items marked as still fake. Always use this skill before touching any fake_data.R or placeholder_fns.R stubs. Never silently replace fake data — every swap must be logged.