Impeccable
bestofjs/bestofjs
A skill your agent uses when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, extract, or otherwise improve a…
Build modern Shiny dashboards and applications using bslib (Bootstrap 5).
$ npx skills add posit-dev/skills --skill shiny-bslib -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install posit-dev/skills shiny-bslib --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/posit-dev/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/shiny/shiny-bslib .claude/skills/shiny-bslib && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "shiny-bslib" agent skill from https://github.com/posit-dev/skills/tree/main/shiny/shiny-bslib into .claude/skills/shiny-bslib/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shiny-bslib", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/posit-dev/skills/tree/main/shiny/shiny-bslibType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add posit-dev/skills --skill shiny-bslib -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install posit-dev/skills shiny-bslib --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/posit-dev/skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/shiny/shiny-bslib .agents/skills/shiny-bslib && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "shiny-bslib" agent skill from https://github.com/posit-dev/skills/tree/main/shiny/shiny-bslib into .agents/skills/shiny-bslib/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shiny-bslib", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add posit-dev/skills --skill shiny-bslib -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install posit-dev/skills shiny-bslib --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/posit-dev/skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/shiny/shiny-bslib .cursor/skills/shiny-bslib && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "shiny-bslib" agent skill from https://github.com/posit-dev/skills/tree/main/shiny/shiny-bslib into .cursor/skills/shiny-bslib/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shiny-bslib", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/posit-dev/skills.git --path shiny/shiny-bslib--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add posit-dev/skills --skill shiny-bslib -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install posit-dev/skills shiny-bslib --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/posit-dev/skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/shiny/shiny-bslib .gemini/skills/shiny-bslib && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "shiny-bslib" agent skill from https://github.com/posit-dev/skills/tree/main/shiny/shiny-bslib into .gemini/skills/shiny-bslib/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shiny-bslib", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install posit-dev/skills shiny-bslibInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add posit-dev/skills --skill shiny-bslib -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/posit-dev/skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/shiny/shiny-bslib .github/skills/shiny-bslib && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "shiny-bslib" agent skill from https://github.com/posit-dev/skills/tree/main/shiny/shiny-bslib into .github/skills/shiny-bslib/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shiny-bslib", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add posit-dev/skills --skill shiny-bslib -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install posit-dev/skills shiny-bslib --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/posit-dev/skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/shiny/shiny-bslib .opencode/skills/shiny-bslib && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "shiny-bslib" agent skill from https://github.com/posit-dev/skills/tree/main/shiny/shiny-bslib into .opencode/skills/shiny-bslib/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shiny-bslib", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
shiny-bslibBuild modern Shiny dashboards and applications using bslib (Bootstrap 5).
Shiny Bslib is an agent skill from posit-dev/skills. 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.
Its SKILL.md is about 2.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 16 other files, including reference files (for example `references/accordions.md`, `references/best-practices.md` and `references/cards.md`).
It sits in Frontend & Design, covering Theming and dark mode. The repository describes itself as: A collection of Claude Skills from Posit. The licence is MIT.
7 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 0300946. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are r).
From the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
icons.getbootstrap.comFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Shiny Bslib loads about 2.5k tokens when it runs, and up to ~32k if it reads all its reference files. Until then it costs about 106 tokens; SKILL.md has 817 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from posit-dev/skills at commit 0300946, republished under its MIT licence (© posit-dev). 817 words, ~2,480 tokens.
.claude/skills/shiny-bslib/SKILL.md (or your agent's skills folder). This skill also uses 15 other files; get the full folder from GitHub.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.
Single-page dashboard:
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:
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)
)page_sidebar() -- Single-page dashboard with sidebar (most common)page_navbar() -- Multi-page app with top navigation barpage_fillable() -- Viewport-filling layout for custom arrangementspage_fluid() -- Scrolling layout for long-form contentSee page-layouts.md for detailed guidance.
layout_column_wrap() -- Uniform grid with auto-wrapping (recommended for most cases)layout_columns() -- 12-column Bootstrap grid with precise controlSee grid-layouts.md for detailed guidance.
Primary container for dashboard content. Support headers, footers, multiple body sections, and full-screen expansion.
See cards.md for detailed guidance.
Display key metrics and KPIs with optional icons, sparklines, and built-in theming.
See value-boxes.md for detailed guidance.
page_navbar() for multi-page appsnavset_card_underline(), navset_tab(), navset_pill() for tabbed contentSee navigation.md for detailed guidance.
page_sidebar() or page_navbar(sidebar = ...)layout_sidebar() within cardsresizable = TRUE by default — users can drag the edge to resize on desktopSee sidebars.md for detailed guidance.
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 for detailed guidance.
bs_theme() with Bootswatch themes for quick stylingbg, fg, primary affect hundreds of CSS rulesfont_google() for typographyinput_dark_mode() + session$setCurrentTheme()See theming.md for detailed guidance.
See accordions.md, tooltips-popovers.md, toasts.md, and toolbars.md.
Recommended: bsicons package (Bootstrap Icons, designed for bslib):
bsicons::bs_icon("graph-up")
bsicons::bs_icon("people", size = "2em")Browse icons: https://icons.getbootstrap.com/
Alternative: fontawesome package:
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"tooltip(
bs_icon("info-circle", title = "More information"),
"Tooltip content here"
)fontawesome::fa(): Set a11y = "sem" and provide titletooltip(
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").
input_switch() -- Toggle switch (modern checkbox alternative)input_dark_mode() -- Dark mode toggleinput_task_button() -- Button for long-running operationsinput_code_editor() -- Code editor with syntax highlightinginput_submit_textarea() -- Textarea with explicit submissionSee inputs.md for detailed guidance.
page_sidebar() (single-page) or page_navbar() (multi-page)bs_theme() (consider Bootswatch for quick start)fill = FALSE on container)layout_column_wrap() or layout_columns()full_screen = TRUE on all visualization cardsthematic::thematic_shiny() for plot themingSee migration.md for a complete mapping of legacy patterns to modern equivalents. Key steps:
fluidPage() with page_sidebar() or page_navbar()fluidRow()/column() with layout_columns()card(full_screen = TRUE)theme = bs_theme(version = 5)value_box() componentstabsetPanel() with navset_card_underline()page_sidebar(), page_navbar(), page_fillable(), page_fluid()) over legacy equivalents (fluidPage(), navbarPage())layout_column_wrap() or layout_columns() for grid layouts instead of fluidRow()/column(), which don't support filling layoutscard(full_screen = TRUE) when building dashboards -- full-screen expansion is a high-value featurefill = FALSE on layout_column_wrap() containers holding value boxes (they shouldn't stretch to fill height)theme = bs_theme(version = 5) or a preset themethematic::thematic_shiny() in the server so base R and ggplot2 plots match the app themewidth = "250px" in layout_column_wrap() for auto-adjusting columnsaccordion() when sidebars have many controlscard() containers. navset_card_*() functions are already cards; nav_panel() content goes directly inside them without wrapping in card()layout_columns() and layout_column_wrap() for laying out multiple elements. Single children should be passed directly to their container functions.page_*() functions. Only use one top-level page function per app.© posit-dev, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 15 other files (references) in shiny/shiny-bslib of posit-dev/skills.
Open the folder on GitHubat commit 0300946
Shiny Bslib next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Shiny Bslib this skillposit-dev/skills | 529 | — | ~2.5k | Automated safety check: Pass | MIT | |
| Impeccablebestofjs/bestofjs | 3.1k | 27 repos | ~2.6k | Automated safety check: Pass | MIT | |
| Figma Design System Builderwarpdotdev/warp | 65k | 2 repos | ~4.4k | Automated safety check: Pass | AGPL-3.0 | |
| Tailwindcss Developmentanonaddy/anonaddy | 4.9k | 10 repos | ~865 | Automated safety check: Pass | MIT | |
| UI StylingOhh-889/skyroc | 795 | 13 repos | ~2.5k | Automated safety check: Pass | MIT | |
| MCP Developmentcoollabsio/coolify | 63k | 1 repos | ~949 | Automated safety check: Pass | MIT |
bestofjs/bestofjs
A skill your agent uses when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, extract, or otherwise improve a…
warpdotdev/warp
Builds or updates a design system in Figma from a codebase in ordered phases: discovery, variables and tokens, components, theming and documentation, with checkpoints.
anonaddy/anonaddy
Always invoke when the user's message includes 'tailwind' in any form.
Ohh-889/skyroc
Create beautiful, accessible user interfaces with shadcn/ui components (built on Radix UI + Tailwind), Tailwind CSS utility-first styling, and canvas-based visual designs.
coollabsio/coolify
A skill your agent uses for Laravel MCP development. An agent skill from coollabsio/coolify.
saoudi-h/solar-icons
UI/UX design intelligence for web and mobile. An agent skill from saoudi-h/solar-icons.
posit-dev/skills
Build command-line apps in R using the Rapp package. An agent skill from posit-dev/skills.
posit-dev/skills
Guidance for managing R package lifecycle according to tidyverse principles using the lifecycle package.
posit-dev/skills
Creates a pull request from current changes, monitors GitHub CI, and debugs any failures until CI passes.
posit-dev/skills
Advanced theming for Shiny apps using bslib and Bootstrap 5.
posit-dev/skills
Rigorously review code or pull requests for correctness, security, accessibility, maintainability, tests, and edge cases.
posit-dev/skills
Deploy or publish Python and R content to a Posit Connect server using rsconnect-python or the R rsconnect package.
Categories
Build modern Shiny dashboards and applications using bslib (Bootstrap 5). Shiny Bslib is an agent skill from posit-dev/skills. Build modern Shiny dashboards and applications using bslib (Bootstrap 5).
Shiny Bslib fits situations like: creating new Shiny apps; modernizing legacy apps (fluidPage; fluidRow/column; working with bslib page layouts.
Run `npx skills add posit-dev/skills --skill shiny-bslib -a claude-code`. Or copy the skill folder (shiny/shiny-bslib in posit-dev/skills) into .claude/skills/shiny-bslib in your project. Claude Code loads it when a task matches its description.
Run `npx skills add posit-dev/skills --skill shiny-bslib -a codex`. Or copy the skill folder (shiny/shiny-bslib in posit-dev/skills) into .agents/skills/shiny-bslib in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add posit-dev/skills --skill shiny-bslib -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/shiny-bslib, .gemini/skills/shiny-bslib, .github/skills/shiny-bslib and .opencode/skills/shiny-bslib in your project.
SKILL.md names no scripts, command-line tools or credentials: Shiny Bslib is instructions for the agent only.
SKILL.md names 1 domain. As links in the text: icons.getbootstrap.com. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Shiny Bslib is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.5k tokens (SKILL.md is roughly 9.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 29k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Shiny Bslib: Impeccable (bestofjs/bestofjs, 3.1k stars), Figma Design System Builder (warpdotdev/warp, 65k stars), Tailwindcss Development (anonaddy/anonaddy, 4.9k stars) and UI Styling (Ohh-889/skyroc, 795 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
posit-dev (a GitHub organization) maintains it in posit-dev/skills, which has 529 GitHub stars. The repository holds 17 skills in this directory. The repository was last updated on October 6, 2026.
Source: posit-dev/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.