Agent skill · Audited from source
Shiny Bslib
skill · posit-dev/skillsMIT licenceAudited 18 Oct 2026 · source babb6bf12fac
Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit babb6bf12fac and found no filesystem, network or shell access and no hard-coded secrets. What it does: 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…
Cite
Cite this page
ModelsAtlas. “Shiny Bslib (posit-dev/skills)”. Retrieved 18 Oct 2026. https://modelsatlas.com/skills/posit-dev/shiny-bslib
Trust audit
Audit 0.4.1 · source read 18 Oct 2026
SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 16,667 of 17,602 audited skills.
What the source does
- FilesystemNone observedNo reads or writes in the source
- NetworkNone observedNo outbound calls in the source
- ShellNone observedNo commands run in the source
- DependenciesPinnedNothing floats
- SecretsNone foundNo keys in source
Five audit layers
| Layer | What we check | Result | Findings |
|---|---|---|---|
L0 Provenance | Repo owner, licence, archive status, activity | PASS | 0 |
L1 Static source | Secrets, path traversal, supply chain, hidden code | NA | 0 |
L2 Instructions | Prompt injection, authority framing, hidden directives | PASS | 0 |
L3 Inventory | The files and declarations match the source | PASS | 0 |
L4 Sandbox | Run in isolation and watch behaviour | SKIPPED why | 0 |
Gates applied: no behavioural pass.
Findings (0)
No findings at any severity. We re-audit when the source changes.
Audit 0.4.1 · source sha babb6bf12fac · 18 Oct 2026Report an issue or request a re-scan
Provenance
Who published it, and what the verdict is pinned to
- Publisherposit-dev GitHub organizationOwner of the repository this skill is read from
- Source folderposit-dev/skills/shiny/shiny-bslibThe exact folder we audited
- LicenceMITAs the repository states it
- Commit pinned for this verdictbabb6bf12facA new audit runs when the source changes
- Repository statusNot archivedLast push 2 days ago
- Sandboxed runNot runSkills are read, not executed; layer L4 is skipped
What it tells the agent
Full source on GitHub ↗Its 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…
---
name: 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.
metadata:
author: Garrick Aden-Buie (@gadenbuie)
version: "1.0"
license: MIT
---
# Modern Shiny Apps with bslib
Build professional Shiny dashboards using bslib's Bootstrap 5 components and layouts. This skill focuses on modern UI/UX patterns that replace legacy Shiny approaches.
## Quick Start
**Single-page dashboard:**
```r
library(shiny)
library(bslib)
ui <- page_sidebar(
title = "My Dashboard",
theme = bs_theme(version = 5), # "shiny" preset by default
sidebar = sidebar(
selectInput("variable", "Variable", choices = names(mtcars))
),
layout_column_wrap(
width = 1/3,
fill = FALSE,
value_box(title = "Users", value = "1,234", theme = "primary"),
value_box(title = "Revenue", value = "$56K", theme = "success"),
value_box(title = "Growth", value = "+18%", theme = "info")
),
card(
full_screen = TRUE,
card_header("Plot"),
plotOutput("plot")
)
)
server <- function(input, output, session) {
output$plot <- renderPlot({
hist(mtcars[[input$variable]], main = input$variable)
})
}
shinyApp(ui, server)
```
**Multi-page dashboard:**
```r
ui <- page_navbar(
title = "Analytics Platform",
theme = bs_theme(version = 5),
nav_panel("Overview", overview_ui),
nav_panel("Analysis", analysis_ui),
nav_panel("Reports", reports_ui)
)
```
## Core Concepts
### Page Layouts
- **`page_sidebar()`** -- Single-page dashboard with sidebar (most common)
- **`page_navbar()`** -- Multi-page app with top navigation bar
- **`page_fillable()`** -- Viewport-filling layout for custom arrangements
- **`page_fluid()`** -- Scrolling layout for long-form content
See [page-layouts.md](references/page-layouts.md) for detailed guidance.
### Grid Systems
- **`layout_column_wrap()`** -- Uniform grid with auto-wrapping (recommended for most cases)
- **`layout_columns()`** -- 12-column Bootstrap grid with precise control
See [grid-layouts.md](references/grid-layouts.md) for detailed guidance.
### Cards
Primary container for dashboard content. Support headers, footers, multiple body sections, and full-screen expansion.
See [cards.md](references/cards.md) for detailed guidance.
### Value Boxes
Display key metrics and KPIs with optional icons, sparklines, and built-in theming.
See [value-boxes.md](references/value-boxes.md) for detailed guidance.
### Navigation
- **Page-level**: `page_navbar()` for multi-page apps
- **Component-level**: `navset_card_underline()`, `navset_tab()`, `navset_pill()` for tabbed content
See [navigation.md](references/navigation.md) for detailed guidance.
### Sidebars
- **Page-level**: `page_sidebar()` or `page_navbar(sidebar = ...)`
- **Component-level**: `layout_sidebar()` within cards
- Supports conditional content, dynamic open/close, accordions
- `resizable = TRUE` by default — users can drag the edge to resize on desktop
See [sidebars.md](references/sidebars.md) for detailed guidance.
### Filling Layouts
The fill system controls how components resize to fill available space. Key concepts: fillable containers, fill items, fill carriers. Fill activates when containers have defined heights.
See [filling.md](references/filling.md) for detailed guidance.
### Theming
- **`bs_theme()`** with Bootswatch themes for quick styling
- **Custom colors**: `bg`, `fg`, `primary` affect hundreds of CSS rules
- **Fonts**: `font_google()` for typography
- **Dynamic theming**: `input_dark_mode()` + `session$setCurrentTheme()`
See [theming.md](references/theming.md) for detailed guidance.
### UI Components
- **Accordions** -- Collapsible sections, especially useful in sidebars
- **Tooltips** -- Hover-triggered help text
- **Popovers** -- Click-triggered containers for secondary UI/inputs
- **Toasts** -- Temporary notification messages
- **Toolbars** -- Compact horizontal strips of buttons, selects, and dividers for card headers and footers
See [accordions.md](references/accordions.md), [tooltips-popovers.md](references/tooltips-popovers.md), [toasts.md](references/toasts.md), and [toolbars.md](references/toolbars.md).
### Icons
**Recommended: `bsicons` package** (Bootstrap Icons, designed for bslib):
```r
bsicons::bs_icon("graph-up")
bsicons::bs_icon("people", size = "2em")
```
Browse icons: https://icons.getbootstrap.com/
**Alternative: `fontawesome` package:**
```r
fontawesome::fa("envelope")
```
**Accessibility for icon-only triggers:** When an icon is used as the sole trigger for a tooltip, popover, or similar interactive element (no accompanying text), it must be accessible to screen readers. By default, icon packages mark icons as decorative (`aria-hidden="true"`), which hides them from assistive technology.
- **`bsicons::bs_icon()`**: Provide `title` — this automatically sets `a11y = "sem"`
```r
tooltip(
bs_icon("info-circle", title = "More information"),
"Tooltip content here"
)
```
- **`fontawesome::fa()`**: Set `a11y = "sem"` and provide `title`
```r
tooltip(
fa("circle-info", a11y = "sem", title = "More information"),
"Tooltip content here"
)
```
The `title` should describe the purpose of the trigger (e.g., "More information", "Settings"), not the icon itself (e.g., not "info circle icon").
### Special Inputs
- **`input_switch()`** -- Toggle switch (modern checkbox alternative)
- **`input_dark_mode()`** -- Dark mode toggle
- **`input_task_button()`** -- Button for long-running operations
- **`input_code_editor()`** -- Code editor with syntax highlighting
- **`input_submit_textarea()`** -- Textarea with explicit submission
See [inputs.Excerpt, first 6,000 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.
Install
Pinned to the audited commit babb6bf
git clone https://github.com/posit-dev/skills git -C skills checkout babb6bf12fac
The author documents no install command, so this uses the repository directly. Our verdict covers commit babb6bf12fac only.
Works in
The author has not said which agents this skill supports, and we have not tested it in any.
Audit history
Every audit, every source change
- ✓SAFE B 89 / 100
first audit · source
babb6bf12fac
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Questions about Shiny Bslib
What does the Shiny Bslib skill do?
Is Shiny Bslib safe to install?
What can Shiny Bslib access on my machine?
How current is this page?
Sources
- github.com/posit-dev/skills/tree/main/shiny/shiny-bslib — the audited source at commit babb6bf12fac and every finding aboveObserved · 18 Oct 2026
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Keep going in your AI
Opens with this page as the source. We add nothing else to the prompt.
- What does the Shiny Bslib skill do?
- Is Shiny Bslib safe to install?
- What can Shiny Bslib access on my machine?