{"slug":"posit-dev-shiny-bslib","source_name":"posit-dev/shiny-bslib","name":"Posit Dev/Shiny Bslib","description":"Build modern Shiny dashboards and applications using bslib (Bootstrap 5). Use when creating new Shiny apps, modernizing legacy apps (fluidPage, fluidRow/column, tabsetPanel, wellPanel, shinythemes), or working with bslib page layouts, grid systems, cards, value boxes, navigation, sidebars, filling layouts, theming, accordions, tooltips, popovers, toasts, or bslib inputs. Assumes familiarity with basic Shiny.","version":1,"lift":{"pass_rate_delta_pts":22.73,"pass_rate_pct":90.9,"total_cases":22,"passed_cases":20,"tokens_delta_pct":102.9,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-19T12:45:26.514270+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":22.73,"with_pass_pct":90.9,"without_pass_pct":68.2,"tokens_delta_pct":102.9,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-19T12:45:26.514270+00:00","run_id":"625a2067-7d2f-4abc-be06-007148df0321","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"8cc0a88bc820434a0529136a478b08ced504ce2d7bd709160491828b2b6d9a59","raw_url":"https://app.decimal.ai/s/posit-dev-shiny-bslib/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/posit-dev-shiny-bslib"}