Some AI stuff

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---
name: shadcn
description: Manages shadcn components and projects — adding, searching, fixing, debugging, styling, and composing UI. Provides project context, component docs, and usage examples. Applies when working with shadcn/ui, component registries, presets, --preset codes, or any project with a components.json file. Also triggers for "shadcn init", "create an app with --preset", or "switch to --preset".
user-invocable: false
allowed-tools: Bash(npx shadcn@latest *), Bash(pnpm dlx shadcn@latest *), Bash(bunx --bun shadcn@latest *)
---
# shadcn/ui
A framework for building ui, components and design systems. Components are added as source code to the user's project via the CLI.
> **IMPORTANT:** Run all CLI commands using the project's package runner: `npx shadcn@latest`, `pnpm dlx shadcn@latest`, or `bunx --bun shadcn@latest` — based on the project's `packageManager`. Examples below use `npx shadcn@latest` but substitute the correct runner for the project.
## Current Project Context
```json
!`npx shadcn@latest info --json`
```
The JSON above contains the project config and installed components. Use `npx shadcn@latest docs <component>` to get documentation and example URLs for any component.
## Principles
1. **Use existing components first.** Use `npx shadcn@latest search` to check registries before writing custom UI. Check community registries too.
2. **Compose, don't reinvent.** Settings page = Tabs + Card + form controls. Dashboard = Sidebar + Card + Chart + Table.
3. **Use built-in variants before custom styles.** `variant="outline"`, `size="sm"`, etc.
4. **Use semantic colors.** `bg-primary`, `text-muted-foreground` — never raw values like `bg-blue-500`.
## Critical Rules
These rules are **always enforced**. Each links to a file with Incorrect/Correct code pairs.
### Styling & Tailwind → [styling.md](./rules/styling.md)
- **`className` for layout, not styling.** Never override component colors or typography.
- **No `space-x-*` or `space-y-*`.** Use `flex` with `gap-*`. For vertical stacks, `flex flex-col gap-*`.
- **Use `size-*` when width and height are equal.** `size-10` not `w-10 h-10`.
- **Use `truncate` shorthand.** Not `overflow-hidden text-ellipsis whitespace-nowrap`.
- **No manual `dark:` color overrides.** Use semantic tokens (`bg-background`, `text-muted-foreground`).
- **Use `cn()` for conditional classes.** Don't write manual template literal ternaries.
- **No manual `z-index` on overlay components.** Dialog, Sheet, Popover, etc. handle their own stacking.
### Forms & Inputs → [forms.md](./rules/forms.md)
- **Forms use `FieldGroup` + `Field`.** Never use raw `div` with `space-y-*` or `grid gap-*` for form layout.
- **`InputGroup` uses `InputGroupInput`/`InputGroupTextarea`.** Never raw `Input`/`Textarea` inside `InputGroup`.
- **Buttons inside inputs use `InputGroup` + `InputGroupAddon`.**
- **Option sets (27 choices) use `ToggleGroup`.** Don't loop `Button` with manual active state.
- **`FieldSet` + `FieldLegend` for grouping related checkboxes/radios.** Don't use a `div` with a heading.
- **Field validation uses `data-invalid` + `aria-invalid`.** `data-invalid` on `Field`, `aria-invalid` on the control. For disabled: `data-disabled` on `Field`, `disabled` on the control.
### Component Structure → [composition.md](./rules/composition.md)
- **Items always inside their Group.** `SelectItem``SelectGroup`. `DropdownMenuItem``DropdownMenuGroup`. `CommandItem``CommandGroup`.
- **Use `asChild` (radix) or `render` (base) for custom triggers.** Check `base` field from `npx shadcn@latest info`. → [base-vs-radix.md](./rules/base-vs-radix.md)
- **Dialog, Sheet, and Drawer always need a Title.** `DialogTitle`, `SheetTitle`, `DrawerTitle` required for accessibility. Use `className="sr-only"` if visually hidden.
- **Use full Card composition.** `CardHeader`/`CardTitle`/`CardDescription`/`CardContent`/`CardFooter`. Don't dump everything in `CardContent`.
- **Button has no `isPending`/`isLoading`.** Compose with `Spinner` + `data-icon` + `disabled`.
- **`TabsTrigger` must be inside `TabsList`.** Never render triggers directly in `Tabs`.
- **`Avatar` always needs `AvatarFallback`.** For when the image fails to load.
### Use Components, Not Custom Markup → [composition.md](./rules/composition.md)
- **Use existing components before custom markup.** Check if a component exists before writing a styled `div`.
- **Callouts use `Alert`.** Don't build custom styled divs.
- **Empty states use `Empty`.** Don't build custom empty state markup.
- **Toast via `sonner`.** Use `toast()` from `sonner`.
- **Use `Separator`** instead of `<hr>` or `<div className="border-t">`.
- **Use `Skeleton`** for loading placeholders. No custom `animate-pulse` divs.
- **Use `Badge`** instead of custom styled spans.
### Icons → [icons.md](./rules/icons.md)
- **Icons in `Button` use `data-icon`.** `data-icon="inline-start"` or `data-icon="inline-end"` on the icon.
- **No sizing classes on icons inside components.** Components handle icon sizing via CSS. No `size-4` or `w-4 h-4`.
- **Pass icons as objects, not string keys.** `icon={CheckIcon}`, not a string lookup.
### CLI
- **Never decode or fetch preset codes manually.** Pass them directly to `npx shadcn@latest init --preset <code>`.
## Key Patterns
These are the most common patterns that differentiate correct shadcn/ui code. For edge cases, see the linked rule files above.
```tsx
// Form layout: FieldGroup + Field, not div + Label.
<FieldGroup>
<Field>
<FieldLabel htmlFor="email">Email</FieldLabel>
<Input id="email" />
</Field>
</FieldGroup>
// Validation: data-invalid on Field, aria-invalid on the control.
<Field data-invalid>
<FieldLabel>Email</FieldLabel>
<Input aria-invalid />
<FieldDescription>Invalid email.</FieldDescription>
</Field>
// Icons in buttons: data-icon, no sizing classes.
<Button>
<SearchIcon data-icon="inline-start" />
Search
</Button>
// Spacing: gap-*, not space-y-*.
<div className="flex flex-col gap-4"> // correct
<div className="space-y-4"> // wrong
// Equal dimensions: size-*, not w-* h-*.
<Avatar className="size-10"> // correct
<Avatar className="w-10 h-10"> // wrong
// Status colors: Badge variants or semantic tokens, not raw colors.
<Badge variant="secondary">+20.1%</Badge> // correct
<span className="text-emerald-600">+20.1%</span> // wrong
```
## Component Selection
| Need | Use |
| -------------------------- | --------------------------------------------------------------------------------------------------- |
| Button/action | `Button` with appropriate variant |
| Form inputs | `Input`, `Select`, `Combobox`, `Switch`, `Checkbox`, `RadioGroup`, `Textarea`, `InputOTP`, `Slider` |
| Toggle between 25 options | `ToggleGroup` + `ToggleGroupItem` |
| Data display | `Table`, `Card`, `Badge`, `Avatar` |
| Navigation | `Sidebar`, `NavigationMenu`, `Breadcrumb`, `Tabs`, `Pagination` |
| Overlays | `Dialog` (modal), `Sheet` (side panel), `Drawer` (bottom sheet), `AlertDialog` (confirmation) |
| Feedback | `sonner` (toast), `Alert`, `Progress`, `Skeleton`, `Spinner` |
| Command palette | `Command` inside `Dialog` |
| Charts | `Chart` (wraps Recharts) |
| Layout | `Card`, `Separator`, `Resizable`, `ScrollArea`, `Accordion`, `Collapsible` |
| Empty states | `Empty` |
| Menus | `DropdownMenu`, `ContextMenu`, `Menubar` |
| Tooltips/info | `Tooltip`, `HoverCard`, `Popover` |
## Key Fields
The injected project context contains these key fields:
- **`aliases`** → use the actual alias prefix for imports (e.g. `@/`, `~/`), never hardcode.
- **`isRSC`** → when `true`, components using `useState`, `useEffect`, event handlers, or browser APIs need `"use client"` at the top of the file. Always reference this field when advising on the directive.
- **`tailwindVersion`** → `"v4"` uses `@theme inline` blocks; `"v3"` uses `tailwind.config.js`.
- **`tailwindCssFile`** → the global CSS file where custom CSS variables are defined. Always edit this file, never create a new one.
- **`style`** → component visual treatment (e.g. `nova`, `vega`).
- **`base`** → primitive library (`radix` or `base`). Affects component APIs and available props.
- **`iconLibrary`** → determines icon imports. Use `lucide-react` for `lucide`, `@tabler/icons-react` for `tabler`, etc. Never assume `lucide-react`.
- **`resolvedPaths`** → exact file-system destinations for components, utils, hooks, etc.
- **`framework`** → routing and file conventions (e.g. Next.js App Router vs Vite SPA).
- **`packageManager`** → use this for any non-shadcn dependency installs (e.g. `pnpm add date-fns` vs `npm install date-fns`).
See [cli.md — `info` command](./cli.md) for the full field reference.
## Component Docs, Examples, and Usage
Run `npx shadcn@latest docs <component>` to get the URLs for a component's documentation, examples, and API reference. Fetch these URLs to get the actual content.
```bash
npx shadcn@latest docs button dialog select
```
**When creating, fixing, debugging, or using a component, always run `npx shadcn@latest docs` and fetch the URLs first.** This ensures you're working with the correct API and usage patterns rather than guessing.
## Workflow
1. **Get project context** — already injected above. Run `npx shadcn@latest info` again if you need to refresh.
2. **Check installed components first** — before running `add`, always check the `components` list from project context or list the `resolvedPaths.ui` directory. Don't import components that haven't been added, and don't re-add ones already installed.
3. **Find components**`npx shadcn@latest search`.
4. **Get docs and examples** — run `npx shadcn@latest docs <component>` to get URLs, then fetch them. Use `npx shadcn@latest view` to browse registry items you haven't installed. To preview changes to installed components, use `npx shadcn@latest add --diff`.
5. **Install or update**`npx shadcn@latest add`. When updating existing components, use `--dry-run` and `--diff` to preview changes first (see [Updating Components](#updating-components) below).
6. **Fix imports in third-party components** — After adding components from community registries (e.g. `@bundui`, `@magicui`), check the added non-UI files for hardcoded import paths like `@/components/ui/...`. These won't match the project's actual aliases. Use `npx shadcn@latest info` to get the correct `ui` alias (e.g. `@workspace/ui/components`) and rewrite the imports accordingly. The CLI rewrites imports for its own UI files, but third-party registry components may use default paths that don't match the project.
7. **Review added components** — After adding a component or block from any registry, **always read the added files and verify they are correct**. Check for missing sub-components (e.g. `SelectItem` without `SelectGroup`), missing imports, incorrect composition, or violations of the [Critical Rules](#critical-rules). Also replace any icon imports with the project's `iconLibrary` from the project context (e.g. if the registry item uses `lucide-react` but the project uses `hugeicons`, swap the imports and icon names accordingly). Fix all issues before moving on.
8. **Registry must be explicit** — When the user asks to add a block or component, **do not guess the registry**. If no registry is specified (e.g. user says "add a login block" without specifying `@shadcn`, `@tailark`, etc.), ask which registry to use. Never default to a registry on behalf of the user.
9. **Switching presets** — Ask the user first: **reinstall**, **merge**, or **skip**?
- **Reinstall**: `npx shadcn@latest init --preset <code> --force --reinstall`. Overwrites all components.
- **Merge**: `npx shadcn@latest init --preset <code> --force --no-reinstall`, then run `npx shadcn@latest info` to list installed components, then for each installed component use `--dry-run` and `--diff` to [smart merge](#updating-components) it individually.
- **Skip**: `npx shadcn@latest init --preset <code> --force --no-reinstall`. Only updates config and CSS, leaves components as-is.
- **Important**: Always run preset commands inside the user's project directory. The CLI automatically preserves the current base (`base` vs `radix`) from `components.json`. If you must use a scratch/temp directory (e.g. for `--dry-run` comparisons), pass `--base <current-base>` explicitly — preset codes do not encode the base.
## Updating Components
When the user asks to update a component from upstream while keeping their local changes, use `--dry-run` and `--diff` to intelligently merge. **NEVER fetch raw files from GitHub manually — always use the CLI.**
1. Run `npx shadcn@latest add <component> --dry-run` to see all files that would be affected.
2. For each file, run `npx shadcn@latest add <component> --diff <file>` to see what changed upstream vs local.
3. Decide per file based on the diff:
- No local changes → safe to overwrite.
- Has local changes → read the local file, analyze the diff, and apply upstream updates while preserving local modifications.
- User says "just update everything" → use `--overwrite`, but confirm first.
4. **Never use `--overwrite` without the user's explicit approval.**
## Quick Reference
```bash
# Create a new project.
npx shadcn@latest init --name my-app --preset base-nova
npx shadcn@latest init --name my-app --preset a2r6bw --template vite
# Create a monorepo project.
npx shadcn@latest init --name my-app --preset base-nova --monorepo
npx shadcn@latest init --name my-app --preset base-nova --template next --monorepo
# Initialize existing project.
npx shadcn@latest init --preset base-nova
npx shadcn@latest init --defaults # shortcut: --template=next --preset=base-nova
# Add components.
npx shadcn@latest add button card dialog
npx shadcn@latest add @magicui/shimmer-button
npx shadcn@latest add --all
# Preview changes before adding/updating.
npx shadcn@latest add button --dry-run
npx shadcn@latest add button --diff button.tsx
npx shadcn@latest add @acme/form --view button.tsx
# Search registries.
npx shadcn@latest search @shadcn -q "sidebar"
npx shadcn@latest search @tailark -q "stats"
# Get component docs and example URLs.
npx shadcn@latest docs button dialog select
# View registry item details (for items not yet installed).
npx shadcn@latest view @shadcn/button
```
**Named presets:** `base-nova`, `radix-nova`
**Templates:** `next`, `vite`, `start`, `react-router`, `astro` (all support `--monorepo`) and `laravel` (not supported for monorepo)
**Preset codes:** Base62 strings starting with `a` (e.g. `a2r6bw`), from [ui.shadcn.com](https://ui.shadcn.com).
## Detailed References
- [rules/forms.md](./rules/forms.md) — FieldGroup, Field, InputGroup, ToggleGroup, FieldSet, validation states
- [rules/composition.md](./rules/composition.md) — Groups, overlays, Card, Tabs, Avatar, Alert, Empty, Toast, Separator, Skeleton, Badge, Button loading
- [rules/icons.md](./rules/icons.md) — data-icon, icon sizing, passing icons as objects
- [rules/styling.md](./rules/styling.md) — Semantic colors, variants, className, spacing, size, truncate, dark mode, cn(), z-index
- [rules/base-vs-radix.md](./rules/base-vs-radix.md) — asChild vs render, Select, ToggleGroup, Slider, Accordion
- [cli.md](./cli.md) — Commands, flags, presets, templates
- [customization.md](./customization.md) — Theming, CSS variables, extending components
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interface:
display_name: "shadcn/ui"
short_description: "Manages shadcn/ui components — adding, searching, fixing, debugging, styling, and composing UI."
icon_small: "./assets/shadcn-small.png"
icon_large: "./assets/shadcn.png"
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# shadcn CLI Reference
Configuration is read from `components.json`.
> **IMPORTANT:** Always run commands using the project's package runner: `npx shadcn@latest`, `pnpm dlx shadcn@latest`, or `bunx --bun shadcn@latest`. Check `packageManager` from project context to choose the right one. Examples below use `npx shadcn@latest` but substitute the correct runner for the project.
> **IMPORTANT:** Only use the flags documented below. Do not invent or guess flags — if a flag isn't listed here, it doesn't exist. The CLI auto-detects the package manager from the project's lockfile; there is no `--package-manager` flag.
## Contents
- Commands: init, add (dry-run, smart merge), search, view, docs, info, build
- Templates: next, vite, start, react-router, astro
- Presets: named, code, URL formats and fields
- Switching presets
---
## Commands
### `init` — Initialize or create a project
```bash
npx shadcn@latest init [components...] [options]
```
Initializes shadcn/ui in an existing project or creates a new project (when `--name` is provided). Optionally installs components in the same step.
| Flag | Short | Description | Default |
| ----------------------- | ----- | --------------------------------------------------------- | ------- |
| `--template <template>` | `-t` | Template (next, start, vite, next-monorepo, react-router) | — |
| `--preset [name]` | `-p` | Preset configuration (named, code, or URL) | — |
| `--yes` | `-y` | Skip confirmation prompt | `true` |
| `--defaults` | `-d` | Use defaults (`--template=next --preset=base-nova`) | `false` |
| `--force` | `-f` | Force overwrite existing configuration | `false` |
| `--cwd <cwd>` | `-c` | Working directory | current |
| `--name <name>` | `-n` | Name for new project | — |
| `--silent` | `-s` | Mute output | `false` |
| `--rtl` | | Enable RTL support | — |
| `--reinstall` | | Re-install existing UI components | `false` |
| `--monorepo` | | Scaffold a monorepo project | — |
| `--no-monorepo` | | Skip the monorepo prompt | — |
`npx shadcn@latest create` is an alias for `npx shadcn@latest init`.
### `add` — Add components
> **IMPORTANT:** To compare local components against upstream or to preview changes, ALWAYS use `npx shadcn@latest add <component> --dry-run`, `--diff`, or `--view`. NEVER fetch raw files from GitHub or other sources manually. The CLI handles registry resolution, file paths, and CSS diffing automatically.
```bash
npx shadcn@latest add [components...] [options]
```
Accepts component names, registry-prefixed names (`@magicui/shimmer-button`), URLs, or local paths.
| Flag | Short | Description | Default |
| --------------- | ----- | -------------------------------------------------------------------------------------------------------------------- | ------- |
| `--yes` | `-y` | Skip confirmation prompt | `false` |
| `--overwrite` | `-o` | Overwrite existing files | `false` |
| `--cwd <cwd>` | `-c` | Working directory | current |
| `--all` | `-a` | Add all available components | `false` |
| `--path <path>` | `-p` | Target path for the component | — |
| `--silent` | `-s` | Mute output | `false` |
| `--dry-run` | | Preview all changes without writing files | `false` |
| `--diff [path]` | | Show diffs. Without a path, shows the first 5 files. With a path, shows that file only (implies `--dry-run`) | — |
| `--view [path]` | | Show file contents. Without a path, shows the first 5 files. With a path, shows that file only (implies `--dry-run`) | — |
#### Dry-Run Mode
Use `--dry-run` to preview what `add` would do without writing any files. `--diff` and `--view` both imply `--dry-run`.
```bash
# Preview all changes.
npx shadcn@latest add button --dry-run
# Show diffs for all files (top 5).
npx shadcn@latest add button --diff
# Show the diff for a specific file.
npx shadcn@latest add button --diff button.tsx
# Show contents for all files (top 5).
npx shadcn@latest add button --view
# Show the full content of a specific file.
npx shadcn@latest add button --view button.tsx
# Works with URLs too.
npx shadcn@latest add https://api.npoint.io/abc123 --dry-run
# CSS diffs.
npx shadcn@latest add button --diff globals.css
```
**When to use dry-run:**
- When the user asks "what files will this add?" or "what will this change?" — use `--dry-run`.
- Before overwriting existing components — use `--diff` to preview the changes first.
- When the user wants to inspect component source code without installing — use `--view`.
- When checking what CSS changes would be made to `globals.css` — use `--diff globals.css`.
- When the user asks to review or audit third-party registry code before installing — use `--view` to inspect the source.
> **`npx shadcn@latest add --dry-run` vs `npx shadcn@latest view`:** Prefer `npx shadcn@latest add --dry-run/--diff/--view` over `npx shadcn@latest view` when the user wants to preview changes to their project. `npx shadcn@latest view` only shows raw registry metadata. `npx shadcn@latest add --dry-run` shows exactly what would happen in the user's project: resolved file paths, diffs against existing files, and CSS updates. Use `npx shadcn@latest view` only when the user wants to browse registry info without a project context.
#### Smart Merge from Upstream
See [Updating Components in SKILL.md](./SKILL.md#updating-components) for the full workflow.
### `search` — Search registries
```bash
npx shadcn@latest search <registries...> [options]
```
Fuzzy search across registries. Also aliased as `npx shadcn@latest list`. Without `-q`, lists all items.
| Flag | Short | Description | Default |
| ------------------- | ----- | ---------------------- | ------- |
| `--query <query>` | `-q` | Search query | — |
| `--limit <number>` | `-l` | Max items per registry | `100` |
| `--offset <number>` | `-o` | Items to skip | `0` |
| `--cwd <cwd>` | `-c` | Working directory | current |
### `view` — View item details
```bash
npx shadcn@latest view <items...> [options]
```
Displays item info including file contents. Example: `npx shadcn@latest view @shadcn/button`.
### `docs` — Get component documentation URLs
```bash
npx shadcn@latest docs <components...> [options]
```
Outputs resolved URLs for component documentation, examples, and API references. Accepts one or more component names. Fetch the URLs to get the actual content.
Example output for `npx shadcn@latest docs input button`:
```
base radix
input
docs https://ui.shadcn.com/docs/components/radix/input
examples https://raw.githubusercontent.com/.../examples/input-example.tsx
button
docs https://ui.shadcn.com/docs/components/radix/button
examples https://raw.githubusercontent.com/.../examples/button-example.tsx
```
Some components include an `api` link to the underlying library (e.g. `cmdk` for the command component).
### `diff` — Check for updates
Do not use this command. Use `npx shadcn@latest add --diff` instead.
### `info` — Project information
```bash
npx shadcn@latest info [options]
```
Displays project info and `components.json` configuration. Run this first to discover the project's framework, aliases, Tailwind version, and resolved paths.
| Flag | Short | Description | Default |
| ------------- | ----- | ----------------- | ------- |
| `--cwd <cwd>` | `-c` | Working directory | current |
**Project Info fields:**
| Field | Type | Meaning |
| -------------------- | --------- | ------------------------------------------------------------------ |
| `framework` | `string` | Detected framework (`next`, `vite`, `react-router`, `start`, etc.) |
| `frameworkVersion` | `string` | Framework version (e.g. `15.2.4`) |
| `isSrcDir` | `boolean` | Whether the project uses a `src/` directory |
| `isRSC` | `boolean` | Whether React Server Components are enabled |
| `isTsx` | `boolean` | Whether the project uses TypeScript |
| `tailwindVersion` | `string` | `"v3"` or `"v4"` |
| `tailwindConfigFile` | `string` | Path to the Tailwind config file |
| `tailwindCssFile` | `string` | Path to the global CSS file |
| `aliasPrefix` | `string` | Import alias prefix (e.g. `@`, `~`, `@/`) |
| `packageManager` | `string` | Detected package manager (`npm`, `pnpm`, `yarn`, `bun`) |
**Components.json fields:**
| Field | Type | Meaning |
| -------------------- | --------- | ------------------------------------------------------------------------------------------ |
| `base` | `string` | Primitive library (`radix` or `base`) — determines component APIs and available props |
| `style` | `string` | Visual style (e.g. `nova`, `vega`) |
| `rsc` | `boolean` | RSC flag from config |
| `tsx` | `boolean` | TypeScript flag |
| `tailwind.config` | `string` | Tailwind config path |
| `tailwind.css` | `string` | Global CSS path — this is where custom CSS variables go |
| `iconLibrary` | `string` | Icon library — determines icon import package (e.g. `lucide-react`, `@tabler/icons-react`) |
| `aliases.components` | `string` | Component import alias (e.g. `@/components`) |
| `aliases.utils` | `string` | Utils import alias (e.g. `@/lib/utils`) |
| `aliases.ui` | `string` | UI component alias (e.g. `@/components/ui`) |
| `aliases.lib` | `string` | Lib alias (e.g. `@/lib`) |
| `aliases.hooks` | `string` | Hooks alias (e.g. `@/hooks`) |
| `resolvedPaths` | `object` | Absolute file-system paths for each alias |
| `registries` | `object` | Configured custom registries |
**Links fields:**
The `info` output includes a **Links** section with templated URLs for component docs, source, and examples. For resolved URLs, use `npx shadcn@latest docs <component>` instead.
### `build` — Build a custom registry
```bash
npx shadcn@latest build [registry] [options]
```
Builds `registry.json` into individual JSON files for distribution. Default input: `./registry.json`, default output: `./public/r`.
| Flag | Short | Description | Default |
| ----------------- | ----- | ----------------- | ------------ |
| `--output <path>` | `-o` | Output directory | `./public/r` |
| `--cwd <cwd>` | `-c` | Working directory | current |
---
## Templates
| Value | Framework | Monorepo support |
| -------------- | -------------- | ---------------- |
| `next` | Next.js | Yes |
| `vite` | Vite | Yes |
| `start` | TanStack Start | Yes |
| `react-router` | React Router | Yes |
| `astro` | Astro | Yes |
| `laravel` | Laravel | No |
All templates support monorepo scaffolding via the `--monorepo` flag. When passed, the CLI uses a monorepo-specific template directory (e.g. `next-monorepo`, `vite-monorepo`). When neither `--monorepo` nor `--no-monorepo` is passed, the CLI prompts interactively. Laravel does not support monorepo scaffolding.
---
## Presets
Three ways to specify a preset via `--preset`:
1. **Named:** `--preset base-nova` or `--preset radix-nova`
2. **Code:** `--preset a2r6bw` (base62 string, starts with lowercase `a`)
3. **URL:** `--preset "https://ui.shadcn.com/init?base=radix&style=nova&..."`
> **IMPORTANT:** Never try to decode, fetch, or resolve preset codes manually. Preset codes are opaque — pass them directly to `npx shadcn@latest init --preset <code>` and let the CLI handle resolution.
## Switching Presets
Ask the user first: **reinstall**, **merge**, or **skip** existing components?
- **Re-install** → `npx shadcn@latest init --preset <code> --force --reinstall`. Overwrites all component files with the new preset styles. Use when the user hasn't customized components.
- **Merge** → `npx shadcn@latest init --preset <code> --force --no-reinstall`, then run `npx shadcn@latest info` to get the list of installed components and use the [smart merge workflow](./SKILL.md#updating-components) to update them one by one, preserving local changes. Use when the user has customized components.
- **Skip** → `npx shadcn@latest init --preset <code> --force --no-reinstall`. Only updates config and CSS variables, leaves existing components as-is.
Always run preset commands inside the user's project directory. The CLI automatically preserves the current base (`base` vs `radix`) from `components.json`. If you must use a scratch/temp directory (e.g. for `--dry-run` comparisons), pass `--base <current-base>` explicitly — preset codes do not encode the base.
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# Customization & Theming
Components reference semantic CSS variable tokens. Change the variables to change every component.
## Contents
- How it works (CSS variables → Tailwind utilities → components)
- Color variables and OKLCH format
- Dark mode setup
- Changing the theme (presets, CSS variables)
- Adding custom colors (Tailwind v3 and v4)
- Border radius
- Customizing components (variants, className, wrappers)
- Checking for updates
---
## How It Works
1. CSS variables defined in `:root` (light) and `.dark` (dark mode).
2. Tailwind maps them to utilities: `bg-primary`, `text-muted-foreground`, etc.
3. Components use these utilities — changing a variable changes all components that reference it.
---
## Color Variables
Every color follows the `name` / `name-foreground` convention. The base variable is for backgrounds, `-foreground` is for text/icons on that background.
| Variable | Purpose |
| -------------------------------------------- | -------------------------------- |
| `--background` / `--foreground` | Page background and default text |
| `--card` / `--card-foreground` | Card surfaces |
| `--primary` / `--primary-foreground` | Primary buttons and actions |
| `--secondary` / `--secondary-foreground` | Secondary actions |
| `--muted` / `--muted-foreground` | Muted/disabled states |
| `--accent` / `--accent-foreground` | Hover and accent states |
| `--destructive` / `--destructive-foreground` | Error and destructive actions |
| `--border` | Default border color |
| `--input` | Form input borders |
| `--ring` | Focus ring color |
| `--chart-1` through `--chart-5` | Chart/data visualization |
| `--sidebar-*` | Sidebar-specific colors |
| `--surface` / `--surface-foreground` | Secondary surface |
Colors use OKLCH: `--primary: oklch(0.205 0 0)` where values are lightness (01), chroma (0 = gray), and hue (0360).
---
## Dark Mode
Class-based toggle via `.dark` on the root element. In Next.js, use `next-themes`:
```tsx
import { ThemeProvider } from "next-themes"
<ThemeProvider attribute="class" defaultTheme="system" enableSystem>
{children}
</ThemeProvider>
```
---
## Changing the Theme
```bash
# Apply a preset code from ui.shadcn.com.
npx shadcn@latest init --preset a2r6bw --force
# Switch to a named preset.
npx shadcn@latest init --preset radix-nova --force
npx shadcn@latest init --reinstall # update existing components to match
# Use a custom theme URL.
npx shadcn@latest init --preset "https://ui.shadcn.com/init?base=radix&style=nova&theme=blue&..." --force
```
Or edit CSS variables directly in `globals.css`.
---
## Adding Custom Colors
Add variables to the file at `tailwindCssFile` from `npx shadcn@latest info` (typically `globals.css`). Never create a new CSS file for this.
```css
/* 1. Define in the global CSS file. */
:root {
--warning: oklch(0.84 0.16 84);
--warning-foreground: oklch(0.28 0.07 46);
}
.dark {
--warning: oklch(0.41 0.11 46);
--warning-foreground: oklch(0.99 0.02 95);
}
```
```css
/* 2a. Register with Tailwind v4 (@theme inline). */
@theme inline {
--color-warning: var(--warning);
--color-warning-foreground: var(--warning-foreground);
}
```
When `tailwindVersion` is `"v3"` (check via `npx shadcn@latest info`), register in `tailwind.config.js` instead:
```js
// 2b. Register with Tailwind v3 (tailwind.config.js).
module.exports = {
theme: {
extend: {
colors: {
warning: "oklch(var(--warning) / <alpha-value>)",
"warning-foreground":
"oklch(var(--warning-foreground) / <alpha-value>)",
},
},
},
}
```
```tsx
// 3. Use in components.
<div className="bg-warning text-warning-foreground">Warning</div>
```
---
## Border Radius
`--radius` controls border radius globally. Components derive values from it (`rounded-lg` = `var(--radius)`, `rounded-md` = `calc(var(--radius) - 2px)`).
---
## Customizing Components
See also: [rules/styling.md](./rules/styling.md) for Incorrect/Correct examples.
Prefer these approaches in order:
### 1. Built-in variants
```tsx
<Button variant="outline" size="sm">Click</Button>
```
### 2. Tailwind classes via `className`
```tsx
<Card className="max-w-md mx-auto">...</Card>
```
### 3. Add a new variant
Edit the component source to add a variant via `cva`:
```tsx
// components/ui/button.tsx
warning: "bg-warning text-warning-foreground hover:bg-warning/90",
```
### 4. Wrapper components
Compose shadcn/ui primitives into higher-level components:
```tsx
export function ConfirmDialog({ title, description, onConfirm, children }) {
return (
<AlertDialog>
<AlertDialogTrigger asChild>{children}</AlertDialogTrigger>
<AlertDialogContent>
<AlertDialogHeader>
<AlertDialogTitle>{title}</AlertDialogTitle>
<AlertDialogDescription>{description}</AlertDialogDescription>
</AlertDialogHeader>
<AlertDialogFooter>
<AlertDialogCancel>Cancel</AlertDialogCancel>
<AlertDialogAction onClick={onConfirm}>Confirm</AlertDialogAction>
</AlertDialogFooter>
</AlertDialogContent>
</AlertDialog>
)
}
```
---
## Checking for Updates
```bash
npx shadcn@latest add button --diff
```
To preview exactly what would change before updating, use `--dry-run` and `--diff`:
```bash
npx shadcn@latest add button --dry-run # see all affected files
npx shadcn@latest add button --diff button.tsx # see the diff for a specific file
```
See [Updating Components in SKILL.md](./SKILL.md#updating-components) for the full smart merge workflow.
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{
"skill_name": "shadcn",
"evals": [
{
"id": 1,
"prompt": "I'm building a Next.js app with shadcn/ui (base-nova preset, lucide icons). Create a settings form component with fields for: full name, email address, and notification preferences (email, SMS, push notifications as toggle options). Add validation states for required fields.",
"expected_output": "A React component using FieldGroup, Field, ToggleGroup, data-invalid/aria-invalid validation, gap-* spacing, and semantic colors.",
"files": [],
"expectations": [
"Uses FieldGroup and Field components for form layout instead of raw div with space-y",
"Uses Switch for independent on/off notification toggles (not looping Button with manual active state)",
"Uses data-invalid on Field and aria-invalid on the input control for validation states",
"Uses gap-* (e.g. gap-4, gap-6) instead of space-y-* or space-x-* for spacing",
"Uses semantic color tokens (e.g. bg-background, text-muted-foreground, text-destructive) instead of raw colors like bg-red-500",
"No manual dark: color overrides"
]
},
{
"id": 2,
"prompt": "Create a dialog component for editing a user profile. It should have the user's avatar at the top, input fields for name and bio, and Save/Cancel buttons with appropriate icons. Using shadcn/ui with radix-nova preset and tabler icons.",
"expected_output": "A React component with DialogTitle, Avatar+AvatarFallback, data-icon on icon buttons, no icon sizing classes, tabler icon imports.",
"files": [],
"expectations": [
"Includes DialogTitle for accessibility (visible or with sr-only class)",
"Avatar component includes AvatarFallback",
"Icons on buttons use the data-icon attribute (data-icon=\"inline-start\" or data-icon=\"inline-end\")",
"No sizing classes on icons inside components (no size-4, w-4, h-4, etc.)",
"Uses tabler icons (@tabler/icons-react) instead of lucide-react",
"Uses asChild for custom triggers (radix preset)"
]
},
{
"id": 3,
"prompt": "Create a dashboard component that shows 4 stat cards in a grid. Each card has a title, large number, percentage change badge, and a loading skeleton state. Using shadcn/ui with base-nova preset and lucide icons.",
"expected_output": "A React component with full Card composition, Skeleton for loading, Badge for changes, semantic colors, gap-* spacing.",
"files": [],
"expectations": [
"Uses full Card composition with CardHeader, CardTitle, CardContent (not dumping everything into CardContent)",
"Uses Skeleton component for loading placeholders instead of custom animate-pulse divs",
"Uses Badge component for percentage change instead of custom styled spans",
"Uses semantic color tokens instead of raw color values like bg-green-500 or text-red-600",
"Uses gap-* instead of space-y-* or space-x-* for spacing",
"Uses size-* when width and height are equal instead of separate w-* h-*"
]
}
]
}
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# shadcn MCP Server
The CLI includes an MCP server that lets AI assistants search, browse, view, and install components from registries.
---
## Setup
```bash
shadcn mcp # start the MCP server (stdio)
shadcn mcp init # write config for your editor
```
Editor config files:
| Editor | Config file |
|--------|------------|
| Claude Code | `.mcp.json` |
| Cursor | `.cursor/mcp.json` |
| VS Code | `.vscode/mcp.json` |
| OpenCode | `opencode.json` |
| Codex | `~/.codex/config.toml` (manual) |
---
## Tools
> **Tip:** MCP tools handle registry operations (search, view, install). For project configuration (aliases, framework, Tailwind version), use `npx shadcn@latest info` — there is no MCP equivalent.
### `shadcn:get_project_registries`
Returns registry names from `components.json`. Errors if no `components.json` exists.
**Input:** none
### `shadcn:list_items_in_registries`
Lists all items from one or more registries.
**Input:** `registries` (string[]), `limit` (number, optional), `offset` (number, optional)
### `shadcn:search_items_in_registries`
Fuzzy search across registries.
**Input:** `registries` (string[]), `query` (string), `limit` (number, optional), `offset` (number, optional)
### `shadcn:view_items_in_registries`
View item details including full file contents.
**Input:** `items` (string[]) — e.g. `["@shadcn/button", "@shadcn/card"]`
### `shadcn:get_item_examples_from_registries`
Find usage examples and demos with source code.
**Input:** `registries` (string[]), `query` (string) — e.g. `"accordion-demo"`, `"button example"`
### `shadcn:get_add_command_for_items`
Returns the CLI install command.
**Input:** `items` (string[]) — e.g. `["@shadcn/button"]`
### `shadcn:get_audit_checklist`
Returns a checklist for verifying components (imports, deps, lint, TypeScript).
**Input:** none
---
## Configuring Registries
Registries are set in `components.json`. The `@shadcn` registry is always built-in.
```json
{
"registries": {
"@acme": "https://acme.com/r/{name}.json",
"@private": {
"url": "https://private.com/r/{name}.json",
"headers": { "Authorization": "Bearer ${MY_TOKEN}" }
}
}
}
```
- Names must start with `@`.
- URLs must contain `{name}`.
- `${VAR}` references are resolved from environment variables.
Community registry index: `https://ui.shadcn.com/r/registries.json`
@@ -0,0 +1,306 @@
# Base vs Radix
API differences between `base` and `radix`. Check the `base` field from `npx shadcn@latest info`.
## Contents
- Composition: asChild vs render
- Button / trigger as non-button element
- Select (items prop, placeholder, positioning, multiple, object values)
- ToggleGroup (type vs multiple)
- Slider (scalar vs array)
- Accordion (type and defaultValue)
---
## Composition: asChild (radix) vs render (base)
Radix uses `asChild` to replace the default element. Base uses `render`. Don't wrap triggers in extra elements.
**Incorrect:**
```tsx
<DialogTrigger>
<div>
<Button>Open</Button>
</div>
</DialogTrigger>
```
**Correct (radix):**
```tsx
<DialogTrigger asChild>
<Button>Open</Button>
</DialogTrigger>
```
**Correct (base):**
```tsx
<DialogTrigger render={<Button />}>Open</DialogTrigger>
```
This applies to all trigger and close components: `DialogTrigger`, `SheetTrigger`, `AlertDialogTrigger`, `DropdownMenuTrigger`, `PopoverTrigger`, `TooltipTrigger`, `CollapsibleTrigger`, `DialogClose`, `SheetClose`, `NavigationMenuLink`, `BreadcrumbLink`, `SidebarMenuButton`, `Badge`, `Item`.
---
## Button / trigger as non-button element (base only)
When `render` changes an element to a non-button (`<a>`, `<span>`), add `nativeButton={false}`.
**Incorrect (base):** missing `nativeButton={false}`.
```tsx
<Button render={<a href="/docs" />}>Read the docs</Button>
```
**Correct (base):**
```tsx
<Button render={<a href="/docs" />} nativeButton={false}>
Read the docs
</Button>
```
**Correct (radix):**
```tsx
<Button asChild>
<a href="/docs">Read the docs</a>
</Button>
```
Same for triggers whose `render` is not a `Button`:
```tsx
// base.
<PopoverTrigger render={<InputGroupAddon />} nativeButton={false}>
Pick date
</PopoverTrigger>
```
---
## Select
**items prop (base only).** Base requires an `items` prop on the root. Radix uses inline JSX only.
**Incorrect (base):**
```tsx
<Select>
<SelectTrigger><SelectValue placeholder="Select a fruit" /></SelectTrigger>
</Select>
```
**Correct (base):**
```tsx
const items = [
{ label: "Select a fruit", value: null },
{ label: "Apple", value: "apple" },
{ label: "Banana", value: "banana" },
]
<Select items={items}>
<SelectTrigger>
<SelectValue />
</SelectTrigger>
<SelectContent>
<SelectGroup>
{items.map((item) => (
<SelectItem key={item.value} value={item.value}>{item.label}</SelectItem>
))}
</SelectGroup>
</SelectContent>
</Select>
```
**Correct (radix):**
```tsx
<Select>
<SelectTrigger>
<SelectValue placeholder="Select a fruit" />
</SelectTrigger>
<SelectContent>
<SelectGroup>
<SelectItem value="apple">Apple</SelectItem>
<SelectItem value="banana">Banana</SelectItem>
</SelectGroup>
</SelectContent>
</Select>
```
**Placeholder.** Base uses a `{ value: null }` item in the items array. Radix uses `<SelectValue placeholder="...">`.
**Content positioning.** Base uses `alignItemWithTrigger`. Radix uses `position`.
```tsx
// base.
<SelectContent alignItemWithTrigger={false} side="bottom">
// radix.
<SelectContent position="popper">
```
---
## Select — multiple selection and object values (base only)
Base supports `multiple`, render-function children on `SelectValue`, and object values with `itemToStringValue`. Radix is single-select with string values only.
**Correct (base — multiple selection):**
```tsx
<Select items={items} multiple defaultValue={[]}>
<SelectTrigger>
<SelectValue>
{(value: string[]) => value.length === 0 ? "Select fruits" : `${value.length} selected`}
</SelectValue>
</SelectTrigger>
...
</Select>
```
**Correct (base — object values):**
```tsx
<Select defaultValue={plans[0]} itemToStringValue={(plan) => plan.name}>
<SelectTrigger>
<SelectValue>{(value) => value.name}</SelectValue>
</SelectTrigger>
...
</Select>
```
---
## ToggleGroup
Base uses a `multiple` boolean prop. Radix uses `type="single"` or `type="multiple"`.
**Incorrect (base):**
```tsx
<ToggleGroup type="single" defaultValue="daily">
<ToggleGroupItem value="daily">Daily</ToggleGroupItem>
</ToggleGroup>
```
**Correct (base):**
```tsx
// Single (no prop needed), defaultValue is always an array.
<ToggleGroup defaultValue={["daily"]} spacing={2}>
<ToggleGroupItem value="daily">Daily</ToggleGroupItem>
<ToggleGroupItem value="weekly">Weekly</ToggleGroupItem>
</ToggleGroup>
// Multi-selection.
<ToggleGroup multiple>
<ToggleGroupItem value="bold">Bold</ToggleGroupItem>
<ToggleGroupItem value="italic">Italic</ToggleGroupItem>
</ToggleGroup>
```
**Correct (radix):**
```tsx
// Single, defaultValue is a string.
<ToggleGroup type="single" defaultValue="daily" spacing={2}>
<ToggleGroupItem value="daily">Daily</ToggleGroupItem>
<ToggleGroupItem value="weekly">Weekly</ToggleGroupItem>
</ToggleGroup>
// Multi-selection.
<ToggleGroup type="multiple">
<ToggleGroupItem value="bold">Bold</ToggleGroupItem>
<ToggleGroupItem value="italic">Italic</ToggleGroupItem>
</ToggleGroup>
```
**Controlled single value:**
```tsx
// base — wrap/unwrap arrays.
const [value, setValue] = React.useState("normal")
<ToggleGroup value={[value]} onValueChange={(v) => setValue(v[0])}>
// radix — plain string.
const [value, setValue] = React.useState("normal")
<ToggleGroup type="single" value={value} onValueChange={setValue}>
```
---
## Slider
Base accepts a plain number for a single thumb. Radix always requires an array.
**Incorrect (base):**
```tsx
<Slider defaultValue={[50]} max={100} step={1} />
```
**Correct (base):**
```tsx
<Slider defaultValue={50} max={100} step={1} />
```
**Correct (radix):**
```tsx
<Slider defaultValue={[50]} max={100} step={1} />
```
Both use arrays for range sliders. Controlled `onValueChange` in base may need a cast:
```tsx
// base.
const [value, setValue] = React.useState([0.3, 0.7])
<Slider value={value} onValueChange={(v) => setValue(v as number[])} />
// radix.
const [value, setValue] = React.useState([0.3, 0.7])
<Slider value={value} onValueChange={setValue} />
```
---
## Accordion
Radix requires `type="single"` or `type="multiple"` and supports `collapsible`. `defaultValue` is a string. Base uses no `type` prop, uses `multiple` boolean, and `defaultValue` is always an array.
**Incorrect (base):**
```tsx
<Accordion type="single" collapsible defaultValue="item-1">
<AccordionItem value="item-1">...</AccordionItem>
</Accordion>
```
**Correct (base):**
```tsx
<Accordion defaultValue={["item-1"]}>
<AccordionItem value="item-1">...</AccordionItem>
</Accordion>
// Multi-select.
<Accordion multiple defaultValue={["item-1", "item-2"]}>
<AccordionItem value="item-1">...</AccordionItem>
<AccordionItem value="item-2">...</AccordionItem>
</Accordion>
```
**Correct (radix):**
```tsx
<Accordion type="single" collapsible defaultValue="item-1">
<AccordionItem value="item-1">...</AccordionItem>
</Accordion>
```
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# Component Composition
## Contents
- Items always inside their Group component
- Callouts use Alert
- Empty states use Empty component
- Toast notifications use sonner
- Choosing between overlay components
- Dialog, Sheet, and Drawer always need a Title
- Card structure
- Button has no isPending or isLoading prop
- TabsTrigger must be inside TabsList
- Avatar always needs AvatarFallback
- Use Separator instead of raw hr or border divs
- Use Skeleton for loading placeholders
- Use Badge instead of custom styled spans
---
## Items always inside their Group component
Never render items directly inside the content container.
**Incorrect:**
```tsx
<SelectContent>
<SelectItem value="apple">Apple</SelectItem>
<SelectItem value="banana">Banana</SelectItem>
</SelectContent>
```
**Correct:**
```tsx
<SelectContent>
<SelectGroup>
<SelectItem value="apple">Apple</SelectItem>
<SelectItem value="banana">Banana</SelectItem>
</SelectGroup>
</SelectContent>
```
This applies to all group-based components:
| Item | Group |
|------|-------|
| `SelectItem`, `SelectLabel` | `SelectGroup` |
| `DropdownMenuItem`, `DropdownMenuLabel`, `DropdownMenuSub` | `DropdownMenuGroup` |
| `MenubarItem` | `MenubarGroup` |
| `ContextMenuItem` | `ContextMenuGroup` |
| `CommandItem` | `CommandGroup` |
---
## Callouts use Alert
```tsx
<Alert>
<AlertTitle>Warning</AlertTitle>
<AlertDescription>Something needs attention.</AlertDescription>
</Alert>
```
---
## Empty states use Empty component
```tsx
<Empty>
<EmptyHeader>
<EmptyMedia variant="icon"><FolderIcon /></EmptyMedia>
<EmptyTitle>No projects yet</EmptyTitle>
<EmptyDescription>Get started by creating a new project.</EmptyDescription>
</EmptyHeader>
<EmptyContent>
<Button>Create Project</Button>
</EmptyContent>
</Empty>
```
---
## Toast notifications use sonner
```tsx
import { toast } from "sonner"
toast.success("Changes saved.")
toast.error("Something went wrong.")
toast("File deleted.", {
action: { label: "Undo", onClick: () => undoDelete() },
})
```
---
## Choosing between overlay components
| Use case | Component |
|----------|-----------|
| Focused task that requires input | `Dialog` |
| Destructive action confirmation | `AlertDialog` |
| Side panel with details or filters | `Sheet` |
| Mobile-first bottom panel | `Drawer` |
| Quick info on hover | `HoverCard` |
| Small contextual content on click | `Popover` |
---
## Dialog, Sheet, and Drawer always need a Title
`DialogTitle`, `SheetTitle`, `DrawerTitle` are required for accessibility. Use `className="sr-only"` if visually hidden.
```tsx
<DialogContent>
<DialogHeader>
<DialogTitle>Edit Profile</DialogTitle>
<DialogDescription>Update your profile.</DialogDescription>
</DialogHeader>
...
</DialogContent>
```
---
## Card structure
Use full composition — don't dump everything into `CardContent`:
```tsx
<Card>
<CardHeader>
<CardTitle>Team Members</CardTitle>
<CardDescription>Manage your team.</CardDescription>
</CardHeader>
<CardContent>...</CardContent>
<CardFooter>
<Button>Invite</Button>
</CardFooter>
</Card>
```
---
## Button has no isPending or isLoading prop
Compose with `Spinner` + `data-icon` + `disabled`:
```tsx
<Button disabled>
<Spinner data-icon="inline-start" />
Saving...
</Button>
```
---
## TabsTrigger must be inside TabsList
Never render `TabsTrigger` directly inside `Tabs` — always wrap in `TabsList`:
```tsx
<Tabs defaultValue="account">
<TabsList>
<TabsTrigger value="account">Account</TabsTrigger>
<TabsTrigger value="password">Password</TabsTrigger>
</TabsList>
<TabsContent value="account">...</TabsContent>
</Tabs>
```
---
## Avatar always needs AvatarFallback
Always include `AvatarFallback` for when the image fails to load:
```tsx
<Avatar>
<AvatarImage src="/avatar.png" alt="User" />
<AvatarFallback>JD</AvatarFallback>
</Avatar>
```
---
## Use existing components instead of custom markup
| Instead of | Use |
|---|---|
| `<hr>` or `<div className="border-t">` | `<Separator />` |
| `<div className="animate-pulse">` with styled divs | `<Skeleton className="h-4 w-3/4" />` |
| `<span className="rounded-full bg-green-100 ...">` | `<Badge variant="secondary">` |
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# Forms & Inputs
## Contents
- Forms use FieldGroup + Field
- InputGroup requires InputGroupInput/InputGroupTextarea
- Buttons inside inputs use InputGroup + InputGroupAddon
- Option sets (27 choices) use ToggleGroup
- FieldSet + FieldLegend for grouping related fields
- Field validation and disabled states
---
## Forms use FieldGroup + Field
Always use `FieldGroup` + `Field` — never raw `div` with `space-y-*`:
```tsx
<FieldGroup>
<Field>
<FieldLabel htmlFor="email">Email</FieldLabel>
<Input id="email" type="email" />
</Field>
<Field>
<FieldLabel htmlFor="password">Password</FieldLabel>
<Input id="password" type="password" />
</Field>
</FieldGroup>
```
Use `Field orientation="horizontal"` for settings pages. Use `FieldLabel className="sr-only"` for visually hidden labels.
**Choosing form controls:**
- Simple text input → `Input`
- Dropdown with predefined options → `Select`
- Searchable dropdown → `Combobox`
- Native HTML select (no JS) → `native-select`
- Boolean toggle → `Switch` (for settings) or `Checkbox` (for forms)
- Single choice from few options → `RadioGroup`
- Toggle between 25 options → `ToggleGroup` + `ToggleGroupItem`
- OTP/verification code → `InputOTP`
- Multi-line text → `Textarea`
---
## InputGroup requires InputGroupInput/InputGroupTextarea
Never use raw `Input` or `Textarea` inside an `InputGroup`.
**Incorrect:**
```tsx
<InputGroup>
<Input placeholder="Search..." />
</InputGroup>
```
**Correct:**
```tsx
import { InputGroup, InputGroupInput } from "@/components/ui/input-group"
<InputGroup>
<InputGroupInput placeholder="Search..." />
</InputGroup>
```
---
## Buttons inside inputs use InputGroup + InputGroupAddon
Never place a `Button` directly inside or adjacent to an `Input` with custom positioning.
**Incorrect:**
```tsx
<div className="relative">
<Input placeholder="Search..." className="pr-10" />
<Button className="absolute right-0 top-0" size="icon">
<SearchIcon />
</Button>
</div>
```
**Correct:**
```tsx
import { InputGroup, InputGroupInput, InputGroupAddon } from "@/components/ui/input-group"
<InputGroup>
<InputGroupInput placeholder="Search..." />
<InputGroupAddon>
<Button size="icon">
<SearchIcon data-icon="inline-start" />
</Button>
</InputGroupAddon>
</InputGroup>
```
---
## Option sets (27 choices) use ToggleGroup
Don't manually loop `Button` components with active state.
**Incorrect:**
```tsx
const [selected, setSelected] = useState("daily")
<div className="flex gap-2">
{["daily", "weekly", "monthly"].map((option) => (
<Button
key={option}
variant={selected === option ? "default" : "outline"}
onClick={() => setSelected(option)}
>
{option}
</Button>
))}
</div>
```
**Correct:**
```tsx
import { ToggleGroup, ToggleGroupItem } from "@/components/ui/toggle-group"
<ToggleGroup spacing={2}>
<ToggleGroupItem value="daily">Daily</ToggleGroupItem>
<ToggleGroupItem value="weekly">Weekly</ToggleGroupItem>
<ToggleGroupItem value="monthly">Monthly</ToggleGroupItem>
</ToggleGroup>
```
Combine with `Field` for labelled toggle groups:
```tsx
<Field orientation="horizontal">
<FieldTitle id="theme-label">Theme</FieldTitle>
<ToggleGroup aria-labelledby="theme-label" spacing={2}>
<ToggleGroupItem value="light">Light</ToggleGroupItem>
<ToggleGroupItem value="dark">Dark</ToggleGroupItem>
<ToggleGroupItem value="system">System</ToggleGroupItem>
</ToggleGroup>
</Field>
```
> **Note:** `defaultValue` and `type`/`multiple` props differ between base and radix. See [base-vs-radix.md](./base-vs-radix.md#togglegroup).
---
## FieldSet + FieldLegend for grouping related fields
Use `FieldSet` + `FieldLegend` for related checkboxes, radios, or switches — not `div` with a heading:
```tsx
<FieldSet>
<FieldLegend variant="label">Preferences</FieldLegend>
<FieldDescription>Select all that apply.</FieldDescription>
<FieldGroup className="gap-3">
<Field orientation="horizontal">
<Checkbox id="dark" />
<FieldLabel htmlFor="dark" className="font-normal">Dark mode</FieldLabel>
</Field>
</FieldGroup>
</FieldSet>
```
---
## Field validation and disabled states
Both attributes are needed — `data-invalid`/`data-disabled` styles the field (label, description), while `aria-invalid`/`disabled` styles the control.
```tsx
// Invalid.
<Field data-invalid>
<FieldLabel htmlFor="email">Email</FieldLabel>
<Input id="email" aria-invalid />
<FieldDescription>Invalid email address.</FieldDescription>
</Field>
// Disabled.
<Field data-disabled>
<FieldLabel htmlFor="email">Email</FieldLabel>
<Input id="email" disabled />
</Field>
```
Works for all controls: `Input`, `Textarea`, `Select`, `Checkbox`, `RadioGroupItem`, `Switch`, `Slider`, `NativeSelect`, `InputOTP`.
+101
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@@ -0,0 +1,101 @@
# Icons
**Always use the project's configured `iconLibrary` for imports.** Check the `iconLibrary` field from project context: `lucide``lucide-react`, `tabler``@tabler/icons-react`, etc. Never assume `lucide-react`.
---
## Icons in Button use data-icon attribute
Add `data-icon="inline-start"` (prefix) or `data-icon="inline-end"` (suffix) to the icon. No sizing classes on the icon.
**Incorrect:**
```tsx
<Button>
<SearchIcon className="mr-2 size-4" />
Search
</Button>
```
**Correct:**
```tsx
<Button>
<SearchIcon data-icon="inline-start"/>
Search
</Button>
<Button>
Next
<ArrowRightIcon data-icon="inline-end"/>
</Button>
```
---
## No sizing classes on icons inside components
Components handle icon sizing via CSS. Don't add `size-4`, `w-4 h-4`, or other sizing classes to icons inside `Button`, `DropdownMenuItem`, `Alert`, `Sidebar*`, or other shadcn components. Unless the user explicitly asks for custom icon sizes.
**Incorrect:**
```tsx
<Button>
<SearchIcon className="size-4" data-icon="inline-start" />
Search
</Button>
<DropdownMenuItem>
<SettingsIcon className="mr-2 size-4" />
Settings
</DropdownMenuItem>
```
**Correct:**
```tsx
<Button>
<SearchIcon data-icon="inline-start" />
Search
</Button>
<DropdownMenuItem>
<SettingsIcon />
Settings
</DropdownMenuItem>
```
---
## Pass icons as component objects, not string keys
Use `icon={CheckIcon}`, not a string key to a lookup map.
**Incorrect:**
```tsx
const iconMap = {
check: CheckIcon,
alert: AlertIcon,
}
function StatusBadge({ icon }: { icon: string }) {
const Icon = iconMap[icon]
return <Icon />
}
<StatusBadge icon="check" />
```
**Correct:**
```tsx
// Import from the project's configured iconLibrary (e.g. lucide-react, @tabler/icons-react).
import { CheckIcon } from "lucide-react"
function StatusBadge({ icon: Icon }: { icon: React.ComponentType }) {
return <Icon />
}
<StatusBadge icon={CheckIcon} />
```
+162
View File
@@ -0,0 +1,162 @@
# Styling & Customization
See [customization.md](../customization.md) for theming, CSS variables, and adding custom colors.
## Contents
- Semantic colors
- Built-in variants first
- className for layout only
- No space-x-* / space-y-*
- Prefer size-* over w-* h-* when equal
- Prefer truncate shorthand
- No manual dark: color overrides
- Use cn() for conditional classes
- No manual z-index on overlay components
---
## Semantic colors
**Incorrect:**
```tsx
<div className="bg-blue-500 text-white">
<p className="text-gray-600">Secondary text</p>
</div>
```
**Correct:**
```tsx
<div className="bg-primary text-primary-foreground">
<p className="text-muted-foreground">Secondary text</p>
</div>
```
---
## No raw color values for status/state indicators
For positive, negative, or status indicators, use Badge variants, semantic tokens like `text-destructive`, or define custom CSS variables — don't reach for raw Tailwind colors.
**Incorrect:**
```tsx
<span className="text-emerald-600">+20.1%</span>
<span className="text-green-500">Active</span>
<span className="text-red-600">-3.2%</span>
```
**Correct:**
```tsx
<Badge variant="secondary">+20.1%</Badge>
<Badge>Active</Badge>
<span className="text-destructive">-3.2%</span>
```
If you need a success/positive color that doesn't exist as a semantic token, use a Badge variant or ask the user about adding a custom CSS variable to the theme (see [customization.md](../customization.md)).
---
## Built-in variants first
**Incorrect:**
```tsx
<Button className="border border-input bg-transparent hover:bg-accent">
Click me
</Button>
```
**Correct:**
```tsx
<Button variant="outline">Click me</Button>
```
---
## className for layout only
Use `className` for layout (e.g. `max-w-md`, `mx-auto`, `mt-4`), **not** for overriding component colors or typography. To change colors, use semantic tokens, built-in variants, or CSS variables.
**Incorrect:**
```tsx
<Card className="bg-blue-100 text-blue-900 font-bold">
<CardContent>Dashboard</CardContent>
</Card>
```
**Correct:**
```tsx
<Card className="max-w-md mx-auto">
<CardContent>Dashboard</CardContent>
</Card>
```
To customize a component's appearance, prefer these approaches in order:
1. **Built-in variants**`variant="outline"`, `variant="destructive"`, etc.
2. **Semantic color tokens**`bg-primary`, `text-muted-foreground`.
3. **CSS variables** — define custom colors in the global CSS file (see [customization.md](../customization.md)).
---
## No space-x-* / space-y-*
Use `gap-*` instead. `space-y-4``flex flex-col gap-4`. `space-x-2``flex gap-2`.
```tsx
<div className="flex flex-col gap-4">
<Input />
<Input />
<Button>Submit</Button>
</div>
```
---
## Prefer size-* over w-* h-* when equal
`size-10` not `w-10 h-10`. Applies to icons, avatars, skeletons, etc.
---
## Prefer truncate shorthand
`truncate` not `overflow-hidden text-ellipsis whitespace-nowrap`.
---
## No manual dark: color overrides
Use semantic tokens — they handle light/dark via CSS variables. `bg-background text-foreground` not `bg-white dark:bg-gray-950`.
---
## Use cn() for conditional classes
Use the `cn()` utility from the project for conditional or merged class names. Don't write manual ternaries in className strings.
**Incorrect:**
```tsx
<div className={`flex items-center ${isActive ? "bg-primary text-primary-foreground" : "bg-muted"}`}>
```
**Correct:**
```tsx
import { cn } from "@/lib/utils"
<div className={cn("flex items-center", isActive ? "bg-primary text-primary-foreground" : "bg-muted")}>
```
---
## No manual z-index on overlay components
`Dialog`, `Sheet`, `Drawer`, `AlertDialog`, `DropdownMenu`, `Popover`, `Tooltip`, `HoverCard` handle their own stacking. Never add `z-50` or `z-[999]`.
@@ -0,0 +1,68 @@
# Supabase Postgres Best Practices
## Structure
```
supabase-postgres-best-practices/
SKILL.md # Main skill file - read this first
AGENTS.md # This navigation guide
CLAUDE.md # Symlink to AGENTS.md
references/ # Detailed reference files
```
## Usage
1. Read `SKILL.md` for the main skill instructions
2. Browse `references/` for detailed documentation on specific topics
3. Reference files are loaded on-demand - read only what you need
Comprehensive performance optimization guide for Postgres, maintained by Supabase. Contains rules across 8 categories, prioritized by impact to guide automated query optimization and schema design.
## When to Apply
Reference these guidelines when:
- Writing SQL queries or designing schemas
- Implementing indexes or query optimization
- Reviewing database performance issues
- Configuring connection pooling or scaling
- Optimizing for Postgres-specific features
- Working with Row-Level Security (RLS)
## Rule Categories by Priority
| Priority | Category | Impact | Prefix |
|----------|----------|--------|--------|
| 1 | Query Performance | CRITICAL | `query-` |
| 2 | Connection Management | CRITICAL | `conn-` |
| 3 | Security & RLS | CRITICAL | `security-` |
| 4 | Schema Design | HIGH | `schema-` |
| 5 | Concurrency & Locking | MEDIUM-HIGH | `lock-` |
| 6 | Data Access Patterns | MEDIUM | `data-` |
| 7 | Monitoring & Diagnostics | LOW-MEDIUM | `monitor-` |
| 8 | Advanced Features | LOW | `advanced-` |
## How to Use
Read individual rule files for detailed explanations and SQL examples:
```
references/query-missing-indexes.md
references/schema-partial-indexes.md
references/_sections.md
```
Each rule file contains:
- Brief explanation of why it matters
- Incorrect SQL example with explanation
- Correct SQL example with explanation
- Optional EXPLAIN output or metrics
- Additional context and references
- Supabase-specific notes (when applicable)
## References
- https://www.postgresql.org/docs/current/
- https://supabase.com/docs
- https://wiki.postgresql.org/wiki/Performance_Optimization
- https://supabase.com/docs/guides/database/overview
- https://supabase.com/docs/guides/auth/row-level-security
@@ -0,0 +1,68 @@
# Supabase Postgres Best Practices
## Structure
```
supabase-postgres-best-practices/
SKILL.md # Main skill file - read this first
AGENTS.md # This navigation guide
CLAUDE.md # Symlink to AGENTS.md
references/ # Detailed reference files
```
## Usage
1. Read `SKILL.md` for the main skill instructions
2. Browse `references/` for detailed documentation on specific topics
3. Reference files are loaded on-demand - read only what you need
Comprehensive performance optimization guide for Postgres, maintained by Supabase. Contains rules across 8 categories, prioritized by impact to guide automated query optimization and schema design.
## When to Apply
Reference these guidelines when:
- Writing SQL queries or designing schemas
- Implementing indexes or query optimization
- Reviewing database performance issues
- Configuring connection pooling or scaling
- Optimizing for Postgres-specific features
- Working with Row-Level Security (RLS)
## Rule Categories by Priority
| Priority | Category | Impact | Prefix |
|----------|----------|--------|--------|
| 1 | Query Performance | CRITICAL | `query-` |
| 2 | Connection Management | CRITICAL | `conn-` |
| 3 | Security & RLS | CRITICAL | `security-` |
| 4 | Schema Design | HIGH | `schema-` |
| 5 | Concurrency & Locking | MEDIUM-HIGH | `lock-` |
| 6 | Data Access Patterns | MEDIUM | `data-` |
| 7 | Monitoring & Diagnostics | LOW-MEDIUM | `monitor-` |
| 8 | Advanced Features | LOW | `advanced-` |
## How to Use
Read individual rule files for detailed explanations and SQL examples:
```
references/query-missing-indexes.md
references/schema-partial-indexes.md
references/_sections.md
```
Each rule file contains:
- Brief explanation of why it matters
- Incorrect SQL example with explanation
- Correct SQL example with explanation
- Optional EXPLAIN output or metrics
- Additional context and references
- Supabase-specific notes (when applicable)
## References
- https://www.postgresql.org/docs/current/
- https://supabase.com/docs
- https://wiki.postgresql.org/wiki/Performance_Optimization
- https://supabase.com/docs/guides/database/overview
- https://supabase.com/docs/guides/auth/row-level-security
@@ -0,0 +1,116 @@
# Supabase Postgres Best Practices - Contributor Guide
This skill contains Postgres performance optimization references optimized for
AI agents and LLMs. It follows the [Agent Skills Open Standard](https://agentskills.io/).
## Quick Start
```bash
# From repository root
npm install
# Validate existing references
npm run validate
# Build AGENTS.md
npm run build
```
## Creating a New Reference
1. **Choose a section prefix** based on the category:
- `query-` Query Performance (CRITICAL)
- `conn-` Connection Management (CRITICAL)
- `security-` Security & RLS (CRITICAL)
- `schema-` Schema Design (HIGH)
- `lock-` Concurrency & Locking (MEDIUM-HIGH)
- `data-` Data Access Patterns (MEDIUM)
- `monitor-` Monitoring & Diagnostics (LOW-MEDIUM)
- `advanced-` Advanced Features (LOW)
2. **Copy the template**:
```bash
cp references/_template.md references/query-your-reference-name.md
```
3. **Fill in the content** following the template structure
4. **Validate and build**:
```bash
npm run validate
npm run build
```
5. **Review** the generated `AGENTS.md`
## Skill Structure
```
skills/supabase-postgres-best-practices/
├── SKILL.md # Agent-facing skill manifest (Agent Skills spec)
├── AGENTS.md # [GENERATED] Compiled references document
├── README.md # This file
└── references/
├── _template.md # Reference template
├── _sections.md # Section definitions
├── _contributing.md # Writing guidelines
└── *.md # Individual references
packages/skills-build/
├── src/ # Generic build system source
└── package.json # NPM scripts
```
## Reference File Structure
See `references/_template.md` for the complete template. Key elements:
````markdown
---
title: Clear, Action-Oriented Title
impact: CRITICAL|HIGH|MEDIUM-HIGH|MEDIUM|LOW-MEDIUM|LOW
impactDescription: Quantified benefit (e.g., "10-100x faster")
tags: relevant, keywords
---
## [Title]
[1-2 sentence explanation]
**Incorrect (description):**
```sql
-- Comment explaining what's wrong
[Bad SQL example]
```
````
**Correct (description):**
```sql
-- Comment explaining why this is better
[Good SQL example]
```
```
## Writing Guidelines
See `references/_contributing.md` for detailed guidelines. Key principles:
1. **Show concrete transformations** - "Change X to Y", not abstract advice
2. **Error-first structure** - Show the problem before the solution
3. **Quantify impact** - Include specific metrics (10x faster, 50% smaller)
4. **Self-contained examples** - Complete, runnable SQL
5. **Semantic naming** - Use meaningful names (users, email), not (table1, col1)
## Impact Levels
| Level | Improvement | Examples |
|-------|-------------|----------|
| CRITICAL | 10-100x | Missing indexes, connection exhaustion |
| HIGH | 5-20x | Wrong index types, poor partitioning |
| MEDIUM-HIGH | 2-5x | N+1 queries, RLS optimization |
| MEDIUM | 1.5-3x | Redundant indexes, stale statistics |
| LOW-MEDIUM | 1.2-2x | VACUUM tuning, config tweaks |
| LOW | Incremental | Advanced patterns, edge cases |
```
@@ -0,0 +1,64 @@
---
name: supabase-postgres-best-practices
description: Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations.
license: MIT
metadata:
author: supabase
version: "1.1.0"
organization: Supabase
date: January 2026
abstract: Comprehensive Postgres performance optimization guide for developers using Supabase and Postgres. Contains performance rules across 8 categories, prioritized by impact from critical (query performance, connection management) to incremental (advanced features). Each rule includes detailed explanations, incorrect vs. correct SQL examples, query plan analysis, and specific performance metrics to guide automated optimization and code generation.
---
# Supabase Postgres Best Practices
Comprehensive performance optimization guide for Postgres, maintained by Supabase. Contains rules across 8 categories, prioritized by impact to guide automated query optimization and schema design.
## When to Apply
Reference these guidelines when:
- Writing SQL queries or designing schemas
- Implementing indexes or query optimization
- Reviewing database performance issues
- Configuring connection pooling or scaling
- Optimizing for Postgres-specific features
- Working with Row-Level Security (RLS)
## Rule Categories by Priority
| Priority | Category | Impact | Prefix |
|----------|----------|--------|--------|
| 1 | Query Performance | CRITICAL | `query-` |
| 2 | Connection Management | CRITICAL | `conn-` |
| 3 | Security & RLS | CRITICAL | `security-` |
| 4 | Schema Design | HIGH | `schema-` |
| 5 | Concurrency & Locking | MEDIUM-HIGH | `lock-` |
| 6 | Data Access Patterns | MEDIUM | `data-` |
| 7 | Monitoring & Diagnostics | LOW-MEDIUM | `monitor-` |
| 8 | Advanced Features | LOW | `advanced-` |
## How to Use
Read individual rule files for detailed explanations and SQL examples:
```
references/query-missing-indexes.md
references/schema-partial-indexes.md
references/_sections.md
```
Each rule file contains:
- Brief explanation of why it matters
- Incorrect SQL example with explanation
- Correct SQL example with explanation
- Optional EXPLAIN output or metrics
- Additional context and references
- Supabase-specific notes (when applicable)
## References
- https://www.postgresql.org/docs/current/
- https://supabase.com/docs
- https://wiki.postgresql.org/wiki/Performance_Optimization
- https://supabase.com/docs/guides/database/overview
- https://supabase.com/docs/guides/auth/row-level-security
@@ -0,0 +1,171 @@
# Writing Guidelines for Postgres References
This document provides guidelines for creating effective Postgres best
practice references that work well with AI agents and LLMs.
## Key Principles
### 1. Concrete Transformation Patterns
Show exact SQL rewrites. Avoid philosophical advice.
**Good:** "Use `WHERE id = ANY(ARRAY[...])` instead of
`WHERE id IN (SELECT ...)`" **Bad:** "Design good schemas"
### 2. Error-First Structure
Always show the problematic pattern first, then the solution. This trains agents
to recognize anti-patterns.
```markdown
**Incorrect (sequential queries):** [bad example]
**Correct (batched query):** [good example]
```
### 3. Quantified Impact
Include specific metrics. Helps agents prioritize fixes.
**Good:** "10x faster queries", "50% smaller index", "Eliminates N+1"
**Bad:** "Faster", "Better", "More efficient"
### 4. Self-Contained Examples
Examples should be complete and runnable (or close to it). Include `CREATE TABLE`
if context is needed.
```sql
-- Include table definition when needed for clarity
CREATE TABLE users (
id bigint PRIMARY KEY,
email text NOT NULL,
deleted_at timestamptz
);
-- Now show the index
CREATE INDEX users_active_email_idx ON users(email) WHERE deleted_at IS NULL;
```
### 5. Semantic Naming
Use meaningful table/column names. Names carry intent for LLMs.
**Good:** `users`, `email`, `created_at`, `is_active`
**Bad:** `table1`, `col1`, `field`, `flag`
---
## Code Example Standards
### SQL Formatting
```sql
-- Use lowercase keywords, clear formatting
CREATE INDEX CONCURRENTLY users_email_idx
ON users(email)
WHERE deleted_at IS NULL;
-- Not cramped or ALL CAPS
CREATE INDEX CONCURRENTLY USERS_EMAIL_IDX ON USERS(EMAIL) WHERE DELETED_AT IS NULL;
```
### Comments
- Explain _why_, not _what_
- Highlight performance implications
- Point out common pitfalls
### Language Tags
- `sql` - Standard SQL queries
- `plpgsql` - Stored procedures/functions
- `typescript` - Application code (when needed)
- `python` - Application code (when needed)
---
## When to Include Application Code
**Default: SQL Only**
Most references should focus on pure SQL patterns. This keeps examples portable.
**Include Application Code When:**
- Connection pooling configuration
- Transaction management in application context
- ORM anti-patterns (N+1 in Prisma/TypeORM)
- Prepared statement usage
**Format for Mixed Examples:**
````markdown
**Incorrect (N+1 in application):**
```typescript
for (const user of users) {
const posts = await db.query("SELECT * FROM posts WHERE user_id = $1", [
user.id,
]);
}
```
````
**Correct (batch query):**
```typescript
const posts = await db.query("SELECT * FROM posts WHERE user_id = ANY($1)", [
userIds,
]);
```
---
## Impact Level Guidelines
| Level | Improvement | Use When |
|-------|-------------|----------|
| **CRITICAL** | 10-100x | Missing indexes, connection exhaustion, sequential scans on large tables |
| **HIGH** | 5-20x | Wrong index types, poor partitioning, missing covering indexes |
| **MEDIUM-HIGH** | 2-5x | N+1 queries, inefficient pagination, RLS optimization |
| **MEDIUM** | 1.5-3x | Redundant indexes, query plan instability |
| **LOW-MEDIUM** | 1.2-2x | VACUUM tuning, configuration tweaks |
| **LOW** | Incremental | Advanced patterns, edge cases |
---
## Reference Standards
**Primary Sources:**
- Official Postgres documentation
- Supabase documentation
- Postgres wiki
- Established blogs (2ndQuadrant, Crunchy Data)
**Format:**
```markdown
Reference:
[Postgres Indexes](https://www.postgresql.org/docs/current/indexes.html)
```
---
## Review Checklist
Before submitting a reference:
- [ ] Title is clear and action-oriented
- [ ] Impact level matches the performance gain
- [ ] impactDescription includes quantification
- [ ] Explanation is concise (1-2 sentences)
- [ ] Has at least 1 **Incorrect** SQL example
- [ ] Has at least 1 **Correct** SQL example
- [ ] SQL uses semantic naming
- [ ] Comments explain _why_, not _what_
- [ ] Trade-offs mentioned if applicable
- [ ] Reference links included
- [ ] `npm run validate` passes
- [ ] `npm run build` generates correct output
@@ -0,0 +1,39 @@
# Section Definitions
This file defines the rule categories for Postgres best practices. Rules are automatically assigned to sections based on their filename prefix.
Take the examples below as pure demonstrative. Replace each section with the actual rule categories for Postgres best practices.
---
## 1. Query Performance (query)
**Impact:** CRITICAL
**Description:** Slow queries, missing indexes, inefficient query plans. The most common source of Postgres performance issues.
## 2. Connection Management (conn)
**Impact:** CRITICAL
**Description:** Connection pooling, limits, and serverless strategies. Critical for applications with high concurrency or serverless deployments.
## 3. Security & RLS (security)
**Impact:** CRITICAL
**Description:** Row-Level Security policies, privilege management, and authentication patterns.
## 4. Schema Design (schema)
**Impact:** HIGH
**Description:** Table design, index strategies, partitioning, and data type selection. Foundation for long-term performance.
## 5. Concurrency & Locking (lock)
**Impact:** MEDIUM-HIGH
**Description:** Transaction management, isolation levels, deadlock prevention, and lock contention patterns.
## 6. Data Access Patterns (data)
**Impact:** MEDIUM
**Description:** N+1 query elimination, batch operations, cursor-based pagination, and efficient data fetching.
## 7. Monitoring & Diagnostics (monitor)
**Impact:** LOW-MEDIUM
**Description:** Using pg_stat_statements, EXPLAIN ANALYZE, metrics collection, and performance diagnostics.
## 8. Advanced Features (advanced)
**Impact:** LOW
**Description:** Full-text search, JSONB optimization, PostGIS, extensions, and advanced Postgres features.
@@ -0,0 +1,34 @@
---
title: Clear, Action-Oriented Title (e.g., "Use Partial Indexes for Filtered Queries")
impact: MEDIUM
impactDescription: 5-20x query speedup for filtered queries
tags: indexes, query-optimization, performance
---
## [Rule Title]
[1-2 sentence explanation of the problem and why it matters. Focus on performance impact.]
**Incorrect (describe the problem):**
```sql
-- Comment explaining what makes this slow/problematic
CREATE INDEX users_email_idx ON users(email);
SELECT * FROM users WHERE email = '[email protected]' AND deleted_at IS NULL;
-- This scans deleted records unnecessarily
```
**Correct (describe the solution):**
```sql
-- Comment explaining why this is better
CREATE INDEX users_active_email_idx ON users(email) WHERE deleted_at IS NULL;
SELECT * FROM users WHERE email = '[email protected]' AND deleted_at IS NULL;
-- Only indexes active users, 10x smaller index, faster queries
```
[Optional: Additional context, edge cases, or trade-offs]
Reference: [Postgres Docs](https://www.postgresql.org/docs/current/)
@@ -0,0 +1,55 @@
---
title: Use tsvector for Full-Text Search
impact: MEDIUM
impactDescription: 100x faster than LIKE, with ranking support
tags: full-text-search, tsvector, gin, search
---
## Use tsvector for Full-Text Search
LIKE with wildcards can't use indexes. Full-text search with tsvector is orders of magnitude faster.
**Incorrect (LIKE pattern matching):**
```sql
-- Cannot use index, scans all rows
select * from articles where content like '%postgresql%';
-- Case-insensitive makes it worse
select * from articles where lower(content) like '%postgresql%';
```
**Correct (full-text search with tsvector):**
```sql
-- Add tsvector column and index
alter table articles add column search_vector tsvector
generated always as (to_tsvector('english', coalesce(title,'') || ' ' || coalesce(content,''))) stored;
create index articles_search_idx on articles using gin (search_vector);
-- Fast full-text search
select * from articles
where search_vector @@ to_tsquery('english', 'postgresql & performance');
-- With ranking
select *, ts_rank(search_vector, query) as rank
from articles, to_tsquery('english', 'postgresql') query
where search_vector @@ query
order by rank desc;
```
Search multiple terms:
```sql
-- AND: both terms required
to_tsquery('postgresql & performance')
-- OR: either term
to_tsquery('postgresql | mysql')
-- Prefix matching
to_tsquery('post:*')
```
Reference: [Full Text Search](https://supabase.com/docs/guides/database/full-text-search)
@@ -0,0 +1,49 @@
---
title: Index JSONB Columns for Efficient Querying
impact: MEDIUM
impactDescription: 10-100x faster JSONB queries with proper indexing
tags: jsonb, gin, indexes, json
---
## Index JSONB Columns for Efficient Querying
JSONB queries without indexes scan the entire table. Use GIN indexes for containment queries.
**Incorrect (no index on JSONB):**
```sql
create table products (
id bigint primary key,
attributes jsonb
);
-- Full table scan for every query
select * from products where attributes @> '{"color": "red"}';
select * from products where attributes->>'brand' = 'Nike';
```
**Correct (GIN index for JSONB):**
```sql
-- GIN index for containment operators (@>, ?, ?&, ?|)
create index products_attrs_gin on products using gin (attributes);
-- Now containment queries use the index
select * from products where attributes @> '{"color": "red"}';
-- For specific key lookups, use expression index
create index products_brand_idx on products ((attributes->>'brand'));
select * from products where attributes->>'brand' = 'Nike';
```
Choose the right operator class:
```sql
-- jsonb_ops (default): supports all operators, larger index
create index idx1 on products using gin (attributes);
-- jsonb_path_ops: only @> operator, but 2-3x smaller index
create index idx2 on products using gin (attributes jsonb_path_ops);
```
Reference: [JSONB Indexes](https://www.postgresql.org/docs/current/datatype-json.html#JSON-INDEXING)
@@ -0,0 +1,46 @@
---
title: Configure Idle Connection Timeouts
impact: HIGH
impactDescription: Reclaim 30-50% of connection slots from idle clients
tags: connections, timeout, idle, resource-management
---
## Configure Idle Connection Timeouts
Idle connections waste resources. Configure timeouts to automatically reclaim them.
**Incorrect (connections held indefinitely):**
```sql
-- No timeout configured
show idle_in_transaction_session_timeout; -- 0 (disabled)
-- Connections stay open forever, even when idle
select pid, state, state_change, query
from pg_stat_activity
where state = 'idle in transaction';
-- Shows transactions idle for hours, holding locks
```
**Correct (automatic cleanup of idle connections):**
```sql
-- Terminate connections idle in transaction after 30 seconds
alter system set idle_in_transaction_session_timeout = '30s';
-- Terminate completely idle connections after 10 minutes
alter system set idle_session_timeout = '10min';
-- Reload configuration
select pg_reload_conf();
```
For pooled connections, configure at the pooler level:
```ini
# pgbouncer.ini
server_idle_timeout = 60
client_idle_timeout = 300
```
Reference: [Connection Timeouts](https://www.postgresql.org/docs/current/runtime-config-client.html#GUC-IDLE-IN-TRANSACTION-SESSION-TIMEOUT)
@@ -0,0 +1,44 @@
---
title: Set Appropriate Connection Limits
impact: CRITICAL
impactDescription: Prevent database crashes and memory exhaustion
tags: connections, max-connections, limits, stability
---
## Set Appropriate Connection Limits
Too many connections exhaust memory and degrade performance. Set limits based on available resources.
**Incorrect (unlimited or excessive connections):**
```sql
-- Default max_connections = 100, but often increased blindly
show max_connections; -- 500 (way too high for 4GB RAM)
-- Each connection uses 1-3MB RAM
-- 500 connections * 2MB = 1GB just for connections!
-- Out of memory errors under load
```
**Correct (calculate based on resources):**
```sql
-- Formula: max_connections = (RAM in MB / 5MB per connection) - reserved
-- For 4GB RAM: (4096 / 5) - 10 = ~800 theoretical max
-- But practically, 100-200 is better for query performance
-- Recommended settings for 4GB RAM
alter system set max_connections = 100;
-- Also set work_mem appropriately
-- work_mem * max_connections should not exceed 25% of RAM
alter system set work_mem = '8MB'; -- 8MB * 100 = 800MB max
```
Monitor connection usage:
```sql
select count(*), state from pg_stat_activity group by state;
```
Reference: [Database Connections](https://supabase.com/docs/guides/platform/performance#connection-management)
@@ -0,0 +1,41 @@
---
title: Use Connection Pooling for All Applications
impact: CRITICAL
impactDescription: Handle 10-100x more concurrent users
tags: connection-pooling, pgbouncer, performance, scalability
---
## Use Connection Pooling for All Applications
Postgres connections are expensive (1-3MB RAM each). Without pooling, applications exhaust connections under load.
**Incorrect (new connection per request):**
```sql
-- Each request creates a new connection
-- Application code: db.connect() per request
-- Result: 500 concurrent users = 500 connections = crashed database
-- Check current connections
select count(*) from pg_stat_activity; -- 487 connections!
```
**Correct (connection pooling):**
```sql
-- Use a pooler like PgBouncer between app and database
-- Application connects to pooler, pooler reuses a small pool to Postgres
-- Configure pool_size based on: (CPU cores * 2) + spindle_count
-- Example for 4 cores: pool_size = 10
-- Result: 500 concurrent users share 10 actual connections
select count(*) from pg_stat_activity; -- 10 connections
```
Pool modes:
- **Transaction mode**: connection returned after each transaction (best for most apps)
- **Session mode**: connection held for entire session (needed for prepared statements, temp tables)
Reference: [Connection Pooling](https://supabase.com/docs/guides/database/connecting-to-postgres#connection-pooler)
@@ -0,0 +1,46 @@
---
title: Use Prepared Statements Correctly with Pooling
impact: HIGH
impactDescription: Avoid prepared statement conflicts in pooled environments
tags: prepared-statements, connection-pooling, transaction-mode
---
## Use Prepared Statements Correctly with Pooling
Prepared statements are tied to individual database connections. In transaction-mode pooling, connections are shared, causing conflicts.
**Incorrect (named prepared statements with transaction pooling):**
```sql
-- Named prepared statement
prepare get_user as select * from users where id = $1;
-- In transaction mode pooling, next request may get different connection
execute get_user(123);
-- ERROR: prepared statement "get_user" does not exist
```
**Correct (use unnamed statements or session mode):**
```sql
-- Option 1: Use unnamed prepared statements (most ORMs do this automatically)
-- The query is prepared and executed in a single protocol message
-- Option 2: Deallocate after use in transaction mode
prepare get_user as select * from users where id = $1;
execute get_user(123);
deallocate get_user;
-- Option 3: Use session mode pooling (port 5432 vs 6543)
-- Connection is held for entire session, prepared statements persist
```
Check your driver settings:
```sql
-- Many drivers use prepared statements by default
-- Node.js pg: { prepare: false } to disable
-- JDBC: prepareThreshold=0 to disable
```
Reference: [Prepared Statements with Pooling](https://supabase.com/docs/guides/database/connecting-to-postgres#connection-pool-modes)
@@ -0,0 +1,54 @@
---
title: Batch INSERT Statements for Bulk Data
impact: MEDIUM
impactDescription: 10-50x faster bulk inserts
tags: batch, insert, bulk, performance, copy
---
## Batch INSERT Statements for Bulk Data
Individual INSERT statements have high overhead. Batch multiple rows in single statements or use COPY.
**Incorrect (individual inserts):**
```sql
-- Each insert is a separate transaction and round trip
insert into events (user_id, action) values (1, 'click');
insert into events (user_id, action) values (1, 'view');
insert into events (user_id, action) values (2, 'click');
-- ... 1000 more individual inserts
-- 1000 inserts = 1000 round trips = slow
```
**Correct (batch insert):**
```sql
-- Multiple rows in single statement
insert into events (user_id, action) values
(1, 'click'),
(1, 'view'),
(2, 'click'),
-- ... up to ~1000 rows per batch
(999, 'view');
-- One round trip for 1000 rows
```
For large imports, use COPY:
```sql
-- COPY is fastest for bulk loading
copy events (user_id, action, created_at)
from '/path/to/data.csv'
with (format csv, header true);
-- Or from stdin in application
copy events (user_id, action) from stdin with (format csv);
1,click
1,view
2,click
\.
```
Reference: [COPY](https://www.postgresql.org/docs/current/sql-copy.html)
@@ -0,0 +1,53 @@
---
title: Eliminate N+1 Queries with Batch Loading
impact: MEDIUM-HIGH
impactDescription: 10-100x fewer database round trips
tags: n-plus-one, batch, performance, queries
---
## Eliminate N+1 Queries with Batch Loading
N+1 queries execute one query per item in a loop. Batch them into a single query using arrays or JOINs.
**Incorrect (N+1 queries):**
```sql
-- First query: get all users
select id from users where active = true; -- Returns 100 IDs
-- Then N queries, one per user
select * from orders where user_id = 1;
select * from orders where user_id = 2;
select * from orders where user_id = 3;
-- ... 97 more queries!
-- Total: 101 round trips to database
```
**Correct (single batch query):**
```sql
-- Collect IDs and query once with ANY
select * from orders where user_id = any(array[1, 2, 3, ...]);
-- Or use JOIN instead of loop
select u.id, u.name, o.*
from users u
left join orders o on o.user_id = u.id
where u.active = true;
-- Total: 1 round trip
```
Application pattern:
```sql
-- Instead of looping in application code:
-- for user in users: db.query("SELECT * FROM orders WHERE user_id = $1", user.id)
-- Pass array parameter:
select * from orders where user_id = any($1::bigint[]);
-- Application passes: [1, 2, 3, 4, 5, ...]
```
Reference: [N+1 Query Problem](https://supabase.com/docs/guides/database/query-optimization)
@@ -0,0 +1,50 @@
---
title: Use Cursor-Based Pagination Instead of OFFSET
impact: MEDIUM-HIGH
impactDescription: Consistent O(1) performance regardless of page depth
tags: pagination, cursor, keyset, offset, performance
---
## Use Cursor-Based Pagination Instead of OFFSET
OFFSET-based pagination scans all skipped rows, getting slower on deeper pages. Cursor pagination is O(1).
**Incorrect (OFFSET pagination):**
```sql
-- Page 1: scans 20 rows
select * from products order by id limit 20 offset 0;
-- Page 100: scans 2000 rows to skip 1980
select * from products order by id limit 20 offset 1980;
-- Page 10000: scans 200,000 rows!
select * from products order by id limit 20 offset 199980;
```
**Correct (cursor/keyset pagination):**
```sql
-- Page 1: get first 20
select * from products order by id limit 20;
-- Application stores last_id = 20
-- Page 2: start after last ID
select * from products where id > 20 order by id limit 20;
-- Uses index, always fast regardless of page depth
-- Page 10000: same speed as page 1
select * from products where id > 199980 order by id limit 20;
```
For multi-column sorting:
```sql
-- Cursor must include all sort columns
select * from products
where (created_at, id) > ('2024-01-15 10:00:00', 12345)
order by created_at, id
limit 20;
```
Reference: [Pagination](https://supabase.com/docs/guides/database/pagination)
@@ -0,0 +1,50 @@
---
title: Use UPSERT for Insert-or-Update Operations
impact: MEDIUM
impactDescription: Atomic operation, eliminates race conditions
tags: upsert, on-conflict, insert, update
---
## Use UPSERT for Insert-or-Update Operations
Using separate SELECT-then-INSERT/UPDATE creates race conditions. Use INSERT ... ON CONFLICT for atomic upserts.
**Incorrect (check-then-insert race condition):**
```sql
-- Race condition: two requests check simultaneously
select * from settings where user_id = 123 and key = 'theme';
-- Both find nothing
-- Both try to insert
insert into settings (user_id, key, value) values (123, 'theme', 'dark');
-- One succeeds, one fails with duplicate key error!
```
**Correct (atomic UPSERT):**
```sql
-- Single atomic operation
insert into settings (user_id, key, value)
values (123, 'theme', 'dark')
on conflict (user_id, key)
do update set value = excluded.value, updated_at = now();
-- Returns the inserted/updated row
insert into settings (user_id, key, value)
values (123, 'theme', 'dark')
on conflict (user_id, key)
do update set value = excluded.value
returning *;
```
Insert-or-ignore pattern:
```sql
-- Insert only if not exists (no update)
insert into page_views (page_id, user_id)
values (1, 123)
on conflict (page_id, user_id) do nothing;
```
Reference: [INSERT ON CONFLICT](https://www.postgresql.org/docs/current/sql-insert.html#SQL-ON-CONFLICT)
@@ -0,0 +1,56 @@
---
title: Use Advisory Locks for Application-Level Locking
impact: MEDIUM
impactDescription: Efficient coordination without row-level lock overhead
tags: advisory-locks, coordination, application-locks
---
## Use Advisory Locks for Application-Level Locking
Advisory locks provide application-level coordination without requiring database rows to lock.
**Incorrect (creating rows just for locking):**
```sql
-- Creating dummy rows to lock on
create table resource_locks (
resource_name text primary key
);
insert into resource_locks values ('report_generator');
-- Lock by selecting the row
select * from resource_locks where resource_name = 'report_generator' for update;
```
**Correct (advisory locks):**
```sql
-- Session-level advisory lock (released on disconnect or unlock)
select pg_advisory_lock(hashtext('report_generator'));
-- ... do exclusive work ...
select pg_advisory_unlock(hashtext('report_generator'));
-- Transaction-level lock (released on commit/rollback)
begin;
select pg_advisory_xact_lock(hashtext('daily_report'));
-- ... do work ...
commit; -- Lock automatically released
```
Try-lock for non-blocking operations:
```sql
-- Returns immediately with true/false instead of waiting
select pg_try_advisory_lock(hashtext('resource_name'));
-- Use in application
if (acquired) {
-- Do work
select pg_advisory_unlock(hashtext('resource_name'));
} else {
-- Skip or retry later
}
```
Reference: [Advisory Locks](https://www.postgresql.org/docs/current/explicit-locking.html#ADVISORY-LOCKS)
@@ -0,0 +1,68 @@
---
title: Prevent Deadlocks with Consistent Lock Ordering
impact: MEDIUM-HIGH
impactDescription: Eliminate deadlock errors, improve reliability
tags: deadlocks, locking, transactions, ordering
---
## Prevent Deadlocks with Consistent Lock Ordering
Deadlocks occur when transactions lock resources in different orders. Always
acquire locks in a consistent order.
**Incorrect (inconsistent lock ordering):**
```sql
-- Transaction A -- Transaction B
begin; begin;
update accounts update accounts
set balance = balance - 100 set balance = balance - 50
where id = 1; where id = 2; -- B locks row 2
update accounts update accounts
set balance = balance + 100 set balance = balance + 50
where id = 2; -- A waits for B where id = 1; -- B waits for A
-- DEADLOCK! Both waiting for each other
```
**Correct (lock rows in consistent order first):**
```sql
-- Explicitly acquire locks in ID order before updating
begin;
select * from accounts where id in (1, 2) order by id for update;
-- Now perform updates in any order - locks already held
update accounts set balance = balance - 100 where id = 1;
update accounts set balance = balance + 100 where id = 2;
commit;
```
Alternative: use a single statement to update atomically:
```sql
-- Single statement acquires all locks atomically
begin;
update accounts
set balance = balance + case id
when 1 then -100
when 2 then 100
end
where id in (1, 2);
commit;
```
Detect deadlocks in logs:
```sql
-- Check for recent deadlocks
select * from pg_stat_database where deadlocks > 0;
-- Enable deadlock logging
set log_lock_waits = on;
set deadlock_timeout = '1s';
```
Reference:
[Deadlocks](https://www.postgresql.org/docs/current/explicit-locking.html#LOCKING-DEADLOCKS)
@@ -0,0 +1,50 @@
---
title: Keep Transactions Short to Reduce Lock Contention
impact: MEDIUM-HIGH
impactDescription: 3-5x throughput improvement, fewer deadlocks
tags: transactions, locking, contention, performance
---
## Keep Transactions Short to Reduce Lock Contention
Long-running transactions hold locks that block other queries. Keep transactions as short as possible.
**Incorrect (long transaction with external calls):**
```sql
begin;
select * from orders where id = 1 for update; -- Lock acquired
-- Application makes HTTP call to payment API (2-5 seconds)
-- Other queries on this row are blocked!
update orders set status = 'paid' where id = 1;
commit; -- Lock held for entire duration
```
**Correct (minimal transaction scope):**
```sql
-- Validate data and call APIs outside transaction
-- Application: response = await paymentAPI.charge(...)
-- Only hold lock for the actual update
begin;
update orders
set status = 'paid', payment_id = $1
where id = $2 and status = 'pending'
returning *;
commit; -- Lock held for milliseconds
```
Use `statement_timeout` to prevent runaway transactions:
```sql
-- Abort queries running longer than 30 seconds
set statement_timeout = '30s';
-- Or per-session
set local statement_timeout = '5s';
```
Reference: [Transaction Management](https://www.postgresql.org/docs/current/tutorial-transactions.html)
@@ -0,0 +1,54 @@
---
title: Use SKIP LOCKED for Non-Blocking Queue Processing
impact: MEDIUM-HIGH
impactDescription: 10x throughput for worker queues
tags: skip-locked, queue, workers, concurrency
---
## Use SKIP LOCKED for Non-Blocking Queue Processing
When multiple workers process a queue, SKIP LOCKED allows workers to process different rows without waiting.
**Incorrect (workers block each other):**
```sql
-- Worker 1 and Worker 2 both try to get next job
begin;
select * from jobs where status = 'pending' order by created_at limit 1 for update;
-- Worker 2 waits for Worker 1's lock to release!
```
**Correct (SKIP LOCKED for parallel processing):**
```sql
-- Each worker skips locked rows and gets the next available
begin;
select * from jobs
where status = 'pending'
order by created_at
limit 1
for update skip locked;
-- Worker 1 gets job 1, Worker 2 gets job 2 (no waiting)
update jobs set status = 'processing' where id = $1;
commit;
```
Complete queue pattern:
```sql
-- Atomic claim-and-update in one statement
update jobs
set status = 'processing', worker_id = $1, started_at = now()
where id = (
select id from jobs
where status = 'pending'
order by created_at
limit 1
for update skip locked
)
returning *;
```
Reference: [SELECT FOR UPDATE SKIP LOCKED](https://www.postgresql.org/docs/current/sql-select.html#SQL-FOR-UPDATE-SHARE)
@@ -0,0 +1,45 @@
---
title: Use EXPLAIN ANALYZE to Diagnose Slow Queries
impact: LOW-MEDIUM
impactDescription: Identify exact bottlenecks in query execution
tags: explain, analyze, diagnostics, query-plan
---
## Use EXPLAIN ANALYZE to Diagnose Slow Queries
EXPLAIN ANALYZE executes the query and shows actual timings, revealing the true performance bottlenecks.
**Incorrect (guessing at performance issues):**
```sql
-- Query is slow, but why?
select * from orders where customer_id = 123 and status = 'pending';
-- "It must be missing an index" - but which one?
```
**Correct (use EXPLAIN ANALYZE):**
```sql
explain (analyze, buffers, format text)
select * from orders where customer_id = 123 and status = 'pending';
-- Output reveals the issue:
-- Seq Scan on orders (cost=0.00..25000.00 rows=50 width=100) (actual time=0.015..450.123 rows=50 loops=1)
-- Filter: ((customer_id = 123) AND (status = 'pending'::text))
-- Rows Removed by Filter: 999950
-- Buffers: shared hit=5000 read=15000
-- Planning Time: 0.150 ms
-- Execution Time: 450.500 ms
```
Key things to look for:
```sql
-- Seq Scan on large tables = missing index
-- Rows Removed by Filter = poor selectivity or missing index
-- Buffers: read >> hit = data not cached, needs more memory
-- Nested Loop with high loops = consider different join strategy
-- Sort Method: external merge = work_mem too low
```
Reference: [EXPLAIN](https://supabase.com/docs/guides/database/inspect)
@@ -0,0 +1,55 @@
---
title: Enable pg_stat_statements for Query Analysis
impact: LOW-MEDIUM
impactDescription: Identify top resource-consuming queries
tags: pg-stat-statements, monitoring, statistics, performance
---
## Enable pg_stat_statements for Query Analysis
pg_stat_statements tracks execution statistics for all queries, helping identify slow and frequent queries.
**Incorrect (no visibility into query patterns):**
```sql
-- Database is slow, but which queries are the problem?
-- No way to know without pg_stat_statements
```
**Correct (enable and query pg_stat_statements):**
```sql
-- Enable the extension
create extension if not exists pg_stat_statements;
-- Find slowest queries by total time
select
calls,
round(total_exec_time::numeric, 2) as total_time_ms,
round(mean_exec_time::numeric, 2) as mean_time_ms,
query
from pg_stat_statements
order by total_exec_time desc
limit 10;
-- Find most frequent queries
select calls, query
from pg_stat_statements
order by calls desc
limit 10;
-- Reset statistics after optimization
select pg_stat_statements_reset();
```
Key metrics to monitor:
```sql
-- Queries with high mean time (candidates for optimization)
select query, mean_exec_time, calls
from pg_stat_statements
where mean_exec_time > 100 -- > 100ms average
order by mean_exec_time desc;
```
Reference: [pg_stat_statements](https://supabase.com/docs/guides/database/extensions/pg_stat_statements)
@@ -0,0 +1,55 @@
---
title: Maintain Table Statistics with VACUUM and ANALYZE
impact: MEDIUM
impactDescription: 2-10x better query plans with accurate statistics
tags: vacuum, analyze, statistics, maintenance, autovacuum
---
## Maintain Table Statistics with VACUUM and ANALYZE
Outdated statistics cause the query planner to make poor decisions. VACUUM reclaims space, ANALYZE updates statistics.
**Incorrect (stale statistics):**
```sql
-- Table has 1M rows but stats say 1000
-- Query planner chooses wrong strategy
explain select * from orders where status = 'pending';
-- Shows: Seq Scan (because stats show small table)
-- Actually: Index Scan would be much faster
```
**Correct (maintain fresh statistics):**
```sql
-- Manually analyze after large data changes
analyze orders;
-- Analyze specific columns used in WHERE clauses
analyze orders (status, created_at);
-- Check when tables were last analyzed
select
relname,
last_vacuum,
last_autovacuum,
last_analyze,
last_autoanalyze
from pg_stat_user_tables
order by last_analyze nulls first;
```
Autovacuum tuning for busy tables:
```sql
-- Increase frequency for high-churn tables
alter table orders set (
autovacuum_vacuum_scale_factor = 0.05, -- Vacuum at 5% dead tuples (default 20%)
autovacuum_analyze_scale_factor = 0.02 -- Analyze at 2% changes (default 10%)
);
-- Check autovacuum status
select * from pg_stat_progress_vacuum;
```
Reference: [VACUUM](https://supabase.com/docs/guides/database/database-size#vacuum-operations)
@@ -0,0 +1,44 @@
---
title: Create Composite Indexes for Multi-Column Queries
impact: HIGH
impactDescription: 5-10x faster multi-column queries
tags: indexes, composite-index, multi-column, query-optimization
---
## Create Composite Indexes for Multi-Column Queries
When queries filter on multiple columns, a composite index is more efficient than separate single-column indexes.
**Incorrect (separate indexes require bitmap scan):**
```sql
-- Two separate indexes
create index orders_status_idx on orders (status);
create index orders_created_idx on orders (created_at);
-- Query must combine both indexes (slower)
select * from orders where status = 'pending' and created_at > '2024-01-01';
```
**Correct (composite index):**
```sql
-- Single composite index (leftmost column first for equality checks)
create index orders_status_created_idx on orders (status, created_at);
-- Query uses one efficient index scan
select * from orders where status = 'pending' and created_at > '2024-01-01';
```
**Column order matters** - place equality columns first, range columns last:
```sql
-- Good: status (=) before created_at (>)
create index idx on orders (status, created_at);
-- Works for: WHERE status = 'pending'
-- Works for: WHERE status = 'pending' AND created_at > '2024-01-01'
-- Does NOT work for: WHERE created_at > '2024-01-01' (leftmost prefix rule)
```
Reference: [Multicolumn Indexes](https://www.postgresql.org/docs/current/indexes-multicolumn.html)
@@ -0,0 +1,40 @@
---
title: Use Covering Indexes to Avoid Table Lookups
impact: MEDIUM-HIGH
impactDescription: 2-5x faster queries by eliminating heap fetches
tags: indexes, covering-index, include, index-only-scan
---
## Use Covering Indexes to Avoid Table Lookups
Covering indexes include all columns needed by a query, enabling index-only scans that skip the table entirely.
**Incorrect (index scan + heap fetch):**
```sql
create index users_email_idx on users (email);
-- Must fetch name and created_at from table heap
select email, name, created_at from users where email = '[email protected]';
```
**Correct (index-only scan with INCLUDE):**
```sql
-- Include non-searchable columns in the index
create index users_email_idx on users (email) include (name, created_at);
-- All columns served from index, no table access needed
select email, name, created_at from users where email = '[email protected]';
```
Use INCLUDE for columns you SELECT but don't filter on:
```sql
-- Searching by status, but also need customer_id and total
create index orders_status_idx on orders (status) include (customer_id, total);
select status, customer_id, total from orders where status = 'shipped';
```
Reference: [Index-Only Scans](https://www.postgresql.org/docs/current/indexes-index-only-scans.html)
@@ -0,0 +1,48 @@
---
title: Choose the Right Index Type for Your Data
impact: HIGH
impactDescription: 10-100x improvement with correct index type
tags: indexes, btree, gin, gist, brin, hash, index-types
---
## Choose the Right Index Type for Your Data
Different index types excel at different query patterns. The default B-tree isn't always optimal.
**Incorrect (B-tree for JSONB containment):**
```sql
-- B-tree cannot optimize containment operators
create index products_attrs_idx on products (attributes);
select * from products where attributes @> '{"color": "red"}';
-- Full table scan - B-tree doesn't support @> operator
```
**Correct (GIN for JSONB):**
```sql
-- GIN supports @>, ?, ?&, ?| operators
create index products_attrs_idx on products using gin (attributes);
select * from products where attributes @> '{"color": "red"}';
```
Index type guide:
```sql
-- B-tree (default): =, <, >, BETWEEN, IN, IS NULL
create index users_created_idx on users (created_at);
-- GIN: arrays, JSONB, full-text search
create index posts_tags_idx on posts using gin (tags);
-- GiST: geometric data, range types, nearest-neighbor (KNN) queries
create index locations_idx on places using gist (location);
-- BRIN: large time-series tables (10-100x smaller)
create index events_time_idx on events using brin (created_at);
-- Hash: equality-only (slightly faster than B-tree for =)
create index sessions_token_idx on sessions using hash (token);
```
Reference: [Index Types](https://www.postgresql.org/docs/current/indexes-types.html)
@@ -0,0 +1,43 @@
---
title: Add Indexes on WHERE and JOIN Columns
impact: CRITICAL
impactDescription: 100-1000x faster queries on large tables
tags: indexes, performance, sequential-scan, query-optimization
---
## Add Indexes on WHERE and JOIN Columns
Queries filtering or joining on unindexed columns cause full table scans, which become exponentially slower as tables grow.
**Incorrect (sequential scan on large table):**
```sql
-- No index on customer_id causes full table scan
select * from orders where customer_id = 123;
-- EXPLAIN shows: Seq Scan on orders (cost=0.00..25000.00 rows=100 width=85)
```
**Correct (index scan):**
```sql
-- Create index on frequently filtered column
create index orders_customer_id_idx on orders (customer_id);
select * from orders where customer_id = 123;
-- EXPLAIN shows: Index Scan using orders_customer_id_idx (cost=0.42..8.44 rows=100 width=85)
```
For JOIN columns, always index the foreign key side:
```sql
-- Index the referencing column
create index orders_customer_id_idx on orders (customer_id);
select c.name, o.total
from customers c
join orders o on o.customer_id = c.id;
```
Reference: [Query Optimization](https://supabase.com/docs/guides/database/query-optimization)
@@ -0,0 +1,45 @@
---
title: Use Partial Indexes for Filtered Queries
impact: HIGH
impactDescription: 5-20x smaller indexes, faster writes and queries
tags: indexes, partial-index, query-optimization, storage
---
## Use Partial Indexes for Filtered Queries
Partial indexes only include rows matching a WHERE condition, making them smaller and faster when queries consistently filter on the same condition.
**Incorrect (full index includes irrelevant rows):**
```sql
-- Index includes all rows, even soft-deleted ones
create index users_email_idx on users (email);
-- Query always filters active users
select * from users where email = '[email protected]' and deleted_at is null;
```
**Correct (partial index matches query filter):**
```sql
-- Index only includes active users
create index users_active_email_idx on users (email)
where deleted_at is null;
-- Query uses the smaller, faster index
select * from users where email = '[email protected]' and deleted_at is null;
```
Common use cases for partial indexes:
```sql
-- Only pending orders (status rarely changes once completed)
create index orders_pending_idx on orders (created_at)
where status = 'pending';
-- Only non-null values
create index products_sku_idx on products (sku)
where sku is not null;
```
Reference: [Partial Indexes](https://www.postgresql.org/docs/current/indexes-partial.html)
@@ -0,0 +1,80 @@
---
title: Add Constraints Safely in Migrations
impact: HIGH
impactDescription: Prevents migration failures and enables idempotent schema changes
tags: constraints, migrations, schema, alter-table
---
## Add Constraints Safely in Migrations
PostgreSQL does not support `ADD CONSTRAINT IF NOT EXISTS`. Migrations using this syntax will fail.
**Incorrect (causes syntax error):**
```sql
-- ERROR: syntax error at or near "not" (SQLSTATE 42601)
alter table public.profiles
add constraint if not exists profiles_birthchart_id_unique unique (birthchart_id);
```
**Correct (idempotent constraint creation):**
```sql
-- Use DO block to check before adding
do $$
begin
if not exists (
select 1 from pg_constraint
where conname = 'profiles_birthchart_id_unique'
and conrelid = 'public.profiles'::regclass
) then
alter table public.profiles
add constraint profiles_birthchart_id_unique unique (birthchart_id);
end if;
end $$;
```
For all constraint types:
```sql
-- Check constraints
do $$
begin
if not exists (
select 1 from pg_constraint
where conname = 'check_age_positive'
) then
alter table users add constraint check_age_positive check (age > 0);
end if;
end $$;
-- Foreign keys
do $$
begin
if not exists (
select 1 from pg_constraint
where conname = 'profiles_birthchart_id_fkey'
) then
alter table profiles
add constraint profiles_birthchart_id_fkey
foreign key (birthchart_id) references birthcharts(id);
end if;
end $$;
```
Check if constraint exists:
```sql
-- Query to check constraint existence
select conname, contype, pg_get_constraintdef(oid)
from pg_constraint
where conrelid = 'public.profiles'::regclass;
-- contype values:
-- 'p' = PRIMARY KEY
-- 'f' = FOREIGN KEY
-- 'u' = UNIQUE
-- 'c' = CHECK
```
Reference: [Constraints](https://www.postgresql.org/docs/current/ddl-constraints.html)
@@ -0,0 +1,46 @@
---
title: Choose Appropriate Data Types
impact: HIGH
impactDescription: 50% storage reduction, faster comparisons
tags: data-types, schema, storage, performance
---
## Choose Appropriate Data Types
Using the right data types reduces storage, improves query performance, and prevents bugs.
**Incorrect (wrong data types):**
```sql
create table users (
id int, -- Will overflow at 2.1 billion
email varchar(255), -- Unnecessary length limit
created_at timestamp, -- Missing timezone info
is_active varchar(5), -- String for boolean
price varchar(20) -- String for numeric
);
```
**Correct (appropriate data types):**
```sql
create table users (
id bigint generated always as identity primary key, -- 9 quintillion max
email text, -- No artificial limit, same performance as varchar
created_at timestamptz, -- Always store timezone-aware timestamps
is_active boolean default true, -- 1 byte vs variable string length
price numeric(10,2) -- Exact decimal arithmetic
);
```
Key guidelines:
```sql
-- IDs: use bigint, not int (future-proofing)
-- Strings: use text, not varchar(n) unless constraint needed
-- Time: use timestamptz, not timestamp
-- Money: use numeric, not float (precision matters)
-- Enums: use text with check constraint or create enum type
```
Reference: [Data Types](https://www.postgresql.org/docs/current/datatype.html)
@@ -0,0 +1,59 @@
---
title: Index Foreign Key Columns
impact: HIGH
impactDescription: 10-100x faster JOINs and CASCADE operations
tags: foreign-key, indexes, joins, schema
---
## Index Foreign Key Columns
Postgres does not automatically index foreign key columns. Missing indexes cause slow JOINs and CASCADE operations.
**Incorrect (unindexed foreign key):**
```sql
create table orders (
id bigint generated always as identity primary key,
customer_id bigint references customers(id) on delete cascade,
total numeric(10,2)
);
-- No index on customer_id!
-- JOINs and ON DELETE CASCADE both require full table scan
select * from orders where customer_id = 123; -- Seq Scan
delete from customers where id = 123; -- Locks table, scans all orders
```
**Correct (indexed foreign key):**
```sql
create table orders (
id bigint generated always as identity primary key,
customer_id bigint references customers(id) on delete cascade,
total numeric(10,2)
);
-- Always index the FK column
create index orders_customer_id_idx on orders (customer_id);
-- Now JOINs and cascades are fast
select * from orders where customer_id = 123; -- Index Scan
delete from customers where id = 123; -- Uses index, fast cascade
```
Find missing FK indexes:
```sql
select
conrelid::regclass as table_name,
a.attname as fk_column
from pg_constraint c
join pg_attribute a on a.attrelid = c.conrelid and a.attnum = any(c.conkey)
where c.contype = 'f'
and not exists (
select 1 from pg_index i
where i.indrelid = c.conrelid and a.attnum = any(i.indkey)
);
```
Reference: [Foreign Keys](https://www.postgresql.org/docs/current/ddl-constraints.html#DDL-CONSTRAINTS-FK)
@@ -0,0 +1,55 @@
---
title: Use Lowercase Identifiers for Compatibility
impact: MEDIUM
impactDescription: Avoid case-sensitivity bugs with tools, ORMs, and AI assistants
tags: naming, identifiers, case-sensitivity, schema, conventions
---
## Use Lowercase Identifiers for Compatibility
PostgreSQL folds unquoted identifiers to lowercase. Quoted mixed-case identifiers require quotes forever and cause issues with tools, ORMs, and AI assistants that may not recognize them.
**Incorrect (mixed-case identifiers):**
```sql
-- Quoted identifiers preserve case but require quotes everywhere
CREATE TABLE "Users" (
"userId" bigint PRIMARY KEY,
"firstName" text,
"lastName" text
);
-- Must always quote or queries fail
SELECT "firstName" FROM "Users" WHERE "userId" = 1;
-- This fails - Users becomes users without quotes
SELECT firstName FROM Users;
-- ERROR: relation "users" does not exist
```
**Correct (lowercase snake_case):**
```sql
-- Unquoted lowercase identifiers are portable and tool-friendly
CREATE TABLE users (
user_id bigint PRIMARY KEY,
first_name text,
last_name text
);
-- Works without quotes, recognized by all tools
SELECT first_name FROM users WHERE user_id = 1;
```
Common sources of mixed-case identifiers:
```sql
-- ORMs often generate quoted camelCase - configure them to use snake_case
-- Migrations from other databases may preserve original casing
-- Some GUI tools quote identifiers by default - disable this
-- If stuck with mixed-case, create views as a compatibility layer
CREATE VIEW users AS SELECT "userId" AS user_id, "firstName" AS first_name FROM "Users";
```
Reference: [Identifiers and Key Words](https://www.postgresql.org/docs/current/sql-syntax-lexical.html#SQL-SYNTAX-IDENTIFIERS)
@@ -0,0 +1,55 @@
---
title: Partition Large Tables for Better Performance
impact: MEDIUM-HIGH
impactDescription: 5-20x faster queries and maintenance on large tables
tags: partitioning, large-tables, time-series, performance
---
## Partition Large Tables for Better Performance
Partitioning splits a large table into smaller pieces, improving query performance and maintenance operations.
**Incorrect (single large table):**
```sql
create table events (
id bigint generated always as identity,
created_at timestamptz,
data jsonb
);
-- 500M rows, queries scan everything
select * from events where created_at > '2024-01-01'; -- Slow
vacuum events; -- Takes hours, locks table
```
**Correct (partitioned by time range):**
```sql
create table events (
id bigint generated always as identity,
created_at timestamptz not null,
data jsonb
) partition by range (created_at);
-- Create partitions for each month
create table events_2024_01 partition of events
for values from ('2024-01-01') to ('2024-02-01');
create table events_2024_02 partition of events
for values from ('2024-02-01') to ('2024-03-01');
-- Queries only scan relevant partitions
select * from events where created_at > '2024-01-15'; -- Only scans events_2024_01+
-- Drop old data instantly
drop table events_2023_01; -- Instant vs DELETE taking hours
```
When to partition:
- Tables > 100M rows
- Time-series data with date-based queries
- Need to efficiently drop old data
Reference: [Table Partitioning](https://www.postgresql.org/docs/current/ddl-partitioning.html)
@@ -0,0 +1,61 @@
---
title: Select Optimal Primary Key Strategy
impact: HIGH
impactDescription: Better index locality, reduced fragmentation
tags: primary-key, identity, uuid, serial, schema
---
## Select Optimal Primary Key Strategy
Primary key choice affects insert performance, index size, and replication
efficiency.
**Incorrect (problematic PK choices):**
```sql
-- identity is the SQL-standard approach
create table users (
id serial primary key -- Works, but IDENTITY is recommended
);
-- Random UUIDs (v4) cause index fragmentation
create table orders (
id uuid default gen_random_uuid() primary key -- UUIDv4 = random = scattered inserts
);
```
**Correct (optimal PK strategies):**
```sql
-- Use IDENTITY for sequential IDs (SQL-standard, best for most cases)
create table users (
id bigint generated always as identity primary key
);
-- For distributed systems needing UUIDs, use UUIDv7 (time-ordered)
-- Requires pg_uuidv7 extension: create extension pg_uuidv7;
create table orders (
id uuid default uuid_generate_v7() primary key -- Time-ordered, no fragmentation
);
-- Alternative: time-prefixed IDs for sortable, distributed IDs (no extension needed)
create table events (
id text default concat(
to_char(now() at time zone 'utc', 'YYYYMMDDHH24MISSMS'),
gen_random_uuid()::text
) primary key
);
```
Guidelines:
- Single database: `bigint identity` (sequential, 8 bytes, SQL-standard)
- Distributed/exposed IDs: UUIDv7 (requires pg_uuidv7) or ULID (time-ordered, no
fragmentation)
- `serial` works but `identity` is SQL-standard and preferred for new
applications
- Avoid random UUIDs (v4) as primary keys on large tables (causes index
fragmentation)
Reference:
[Identity Columns](https://www.postgresql.org/docs/current/sql-createtable.html#SQL-CREATETABLE-PARMS-GENERATED-IDENTITY)
@@ -0,0 +1,54 @@
---
title: Apply Principle of Least Privilege
impact: MEDIUM
impactDescription: Reduced attack surface, better audit trail
tags: privileges, security, roles, permissions
---
## Apply Principle of Least Privilege
Grant only the minimum permissions required. Never use superuser for application queries.
**Incorrect (overly broad permissions):**
```sql
-- Application uses superuser connection
-- Or grants ALL to application role
grant all privileges on all tables in schema public to app_user;
grant all privileges on all sequences in schema public to app_user;
-- Any SQL injection becomes catastrophic
-- drop table users; cascades to everything
```
**Correct (minimal, specific grants):**
```sql
-- Create role with no default privileges
create role app_readonly nologin;
-- Grant only SELECT on specific tables
grant usage on schema public to app_readonly;
grant select on public.products, public.categories to app_readonly;
-- Create role for writes with limited scope
create role app_writer nologin;
grant usage on schema public to app_writer;
grant select, insert, update on public.orders to app_writer;
grant usage on sequence orders_id_seq to app_writer;
-- No DELETE permission
-- Login role inherits from these
create role app_user login password 'xxx';
grant app_writer to app_user;
```
Revoke public defaults:
```sql
-- Revoke default public access
revoke all on schema public from public;
revoke all on all tables in schema public from public;
```
Reference: [Roles and Privileges](https://supabase.com/blog/postgres-roles-and-privileges)
@@ -0,0 +1,50 @@
---
title: Enable Row Level Security for Multi-Tenant Data
impact: CRITICAL
impactDescription: Database-enforced tenant isolation, prevent data leaks
tags: rls, row-level-security, multi-tenant, security
---
## Enable Row Level Security for Multi-Tenant Data
Row Level Security (RLS) enforces data access at the database level, ensuring users only see their own data.
**Incorrect (application-level filtering only):**
```sql
-- Relying only on application to filter
select * from orders where user_id = $current_user_id;
-- Bug or bypass means all data is exposed!
select * from orders; -- Returns ALL orders
```
**Correct (database-enforced RLS):**
```sql
-- Enable RLS on the table
alter table orders enable row level security;
-- Create policy for users to see only their orders
create policy orders_user_policy on orders
for all
using (user_id = current_setting('app.current_user_id')::bigint);
-- Force RLS even for table owners
alter table orders force row level security;
-- Set user context and query
set app.current_user_id = '123';
select * from orders; -- Only returns orders for user 123
```
Policy for authenticated role:
```sql
create policy orders_user_policy on orders
for all
to authenticated
using (user_id = auth.uid());
```
Reference: [Row Level Security](https://supabase.com/docs/guides/database/postgres/row-level-security)
@@ -0,0 +1,57 @@
---
title: Optimize RLS Policies for Performance
impact: HIGH
impactDescription: 5-10x faster RLS queries with proper patterns
tags: rls, performance, security, optimization
---
## Optimize RLS Policies for Performance
Poorly written RLS policies can cause severe performance issues. Use subqueries and indexes strategically.
**Incorrect (function called for every row):**
```sql
create policy orders_policy on orders
using (auth.uid() = user_id); -- auth.uid() called per row!
-- With 1M rows, auth.uid() is called 1M times
```
**Correct (wrap functions in SELECT):**
```sql
create policy orders_policy on orders
using ((select auth.uid()) = user_id); -- Called once, cached
-- 100x+ faster on large tables
```
Use security definer functions for complex checks:
```sql
-- Create helper function (runs as definer, bypasses RLS)
create or replace function is_team_member(team_id bigint)
returns boolean
language sql
security definer
set search_path = ''
as $$
select exists (
select 1 from public.team_members
where team_id = $1 and user_id = (select auth.uid())
);
$$;
-- Use in policy (indexed lookup, not per-row check)
create policy team_orders_policy on orders
using ((select is_team_member(team_id)));
```
Always add indexes on columns used in RLS policies:
```sql
create index orders_user_id_idx on orders (user_id);
```
Reference: [RLS Performance](https://supabase.com/docs/guides/database/postgres/row-level-security#rls-performance-recommendations)