Prefab UI

Prefab UI

Prefab is a Python DSL for building interactive React UIs. You compose components using context managers, wire up actions as Pydantic models, and wrap everything in a PrefabApp.

This skill covers patterns and layout. For component-specific API details (props, variants, examples), use the component search tool with detail=True.

Core Pattern

from prefab_ui.app import PrefabApp
from prefab_ui.components import Column, Heading, Input, Button, Badge
from prefab_ui.components.control_flow import If
from prefab_ui.actions import ShowToast
from prefab_ui.actions.mcp import CallTool

with PrefabApp(state={"query": "", "results": []}) as app:
    with Column(gap=4):
        Heading("User Search")
        Input(name="query", placeholder="Search...")
        Button(
            "Search",
           
                "search_users",
                arguments={"q": "{{ query }}"},
                result_key="results",
                $error }}", variant="error"),
            ),
        )
        with If("results.length > 0"):
            Badge("{{ results.length }} found", variant="success")

1. PrefabApp is the outermost context manager — children auto-append
2. Container components (Column, Card, etc.) use with blocks
3. state= takes a plain dict of initial client-side state
4. {{ key }} templates resolve against state at render time
5. Actions like CallTool call server tools; result_key writes results into state

Always pass state as a plain dict: PrefabApp(state={"count": 0}).

Imports

from prefab_ui.app import PrefabApp

# Components — import what you need
from prefab_ui.components import (
    # Layout
    Column, Row, Grid, GridItem, Container,
    Dashboard, DashboardItem, Div, Span,
    # Typography
    Heading, Text, H1, H2, H3, H4, P, Lead, Large, Small, Muted,
    BlockQuote, Label, Link, Markdown, Code,
    # Cards
    Card, CardHeader, CardTitle, CardDescription, CardContent, CardFooter,
    # Data display
    DataTable, DataTableColumn, Metric, Badge, Dot,
    Ring, Progress, Separator, Loader, Icon,
    Table, TableHeader, TableBody, TableRow, TableHead, TableCell,
    # Form controls
    Form, Field, Input, Textarea, Button, ButtonGroup,
    Select, SelectOption, Checkbox, Switch, Slider,
    Radio, RadioGroup, DatePicker, Calendar,
    Combobox, ComboboxOption, ChoiceCard,
    # Interactive
    Tabs, Tab, Accordion, AccordionItem,
    Dialog, Popover, Tooltip, HoverCard, Pages, Page,
    # Media
    Image, Audio, Video, Embed, Svg, DropZone,
)
from prefab_ui.components.charts import (
    BarChart, LineChart, AreaChart, PieChart,
    RadarChart, RadialChart, ScatterChart, Sparkline,
    ChartSeries,
)
from prefab_ui.components.control_flow import ForEach, If, Elif, Else

# Actions
from prefab_ui.actions import SetState, ToggleState, ShowToast, OpenLink
from prefab_ui.actions.mcp import CallTool, SendMessage, UpdateContext

Never import from prefab_ui directly except PrefabApp via prefab_ui.app. Spinner does not exist — use Loader. ChartSeries is in prefab_ui.components.charts, not prefab_ui.components.

Layout

Grid vs Row

Use Grid for card layouts and anything that needs equal or proportional columns. Use Row for inline elements (badges, icon + text, buttons):

# Equal-width cards — Grid handles sizing automatically
with Grid(columns=3, gap=4):
    with Card(css_class="p-6"):
        Metric(label="Revenue", value="$1.2M")
    with Card(css_class="p-6"):
        Metric(label="Users", value="4,821")
    with Card(css_class="p-6"):
        Metric(label="Uptime", value="99.9%")

# Proportional widths (2:1 ratio)
with Grid(columns=[2, 1], gap=4):
    with Card():
        with CardContent():
            LineChart(...)
    with Card():
        with CardContent():
            Text("Summary")

# Row for inline elements only
with Row(gap=2, align="center"):
    Icon("circle-check")
    Text("Completed")
    Badge("3 items")

Card Patterns

Two patterns — don't mix them in a single Card:

# Structured: sub-components have built-in padding
with Card():
    with CardHeader():
        CardTitle("Settings")
        CardDescription("Manage your preferences")
    with CardContent():
        Input(name="name")
    with CardFooter():
        Button("Save")

# Simple: direct children, add padding yourself
with Card(css_class="p-6"):
    Metric(label="Total", value="{{ total }}")

Tabs

Content goes inside each Tab — Tab is a container, not just a header:

with Tabs(default_value="overview"):
    with Tab("Overview", value="overview"):
        with Card():
            with CardContent():
                Text("overview content")
    with Tab("Settings", value="settings"):
        Text("settings content")

Metric

Metric(label="Revenue", value="$1.2M", delta="+12%", trend="up",
       trend_sentiment="positive", description="vs last month")

delta= is the change text. trend= is "up"/"down"/"neutral" (sets the arrow icon). trend_sentiment= is "positive"/"negative"/"neutral" (sets the color).

DataTable

rows= (not data=), columns use key= and header= (not label=):

DataTable(
    columns=[
        DataTableColumn(key="name", header="Name", sortable=True),
        DataTableColumn(key="email", header="Email"),
    ],
    rows=users,  # list of dicts, or "{{ state_key }}"
    search=True,
    search_placeholder="Search contacts...",
    paginated=True,
)

Use search_placeholder= to customize the search input text.

on_row_click= actions fire when the row is clicked and receive the clicked row as $event. Access row fields through $event, for example {{ $event.email }} or EVENT.email.

Layout Props

Column, Row, Grid accept gap, align, justify as native props:

Column(gap=4)                        # gap-4
Row(gap=2, justify="between")        # gap-2 justify-between
Grid(columns=3, gap=4)               # grid-cols-3 gap-4

Use css_class for anything beyond these: Column(css_class="max-w-2xl mx-auto").

For app-level styling, use PrefabApp(css=[...]) for inline CSS strings and PrefabApp(stylesheets=[...]) only for external CSS URLs. Stylesheet URLs are loaded as <link> tags and may affect CSP; inline CSS is loaded as <style>.

Carousel

Carousel cycles through children. Each direct child becomes one slide. Three modes through configuration:

# Interactive carousel — arrows, dots, swipe
with Carousel(show_dots=True):
    Card(...)
    Card(...)

# Peek — show partial adjacent slides (1.3 = 1 full + 30% of next)
with Carousel(visible=1.3, align="center", dim_inactive=True):
    Card(...)

# Multiple visible slides
with Carousel(visible=3, gap=16):
    Card(...)

# Auto-advancing reel
with Carousel(auto_advance=3000, show_controls=False):
    Card(...)

# Vertical reel
with Carousel(direction="down", visible=3, gap=16, auto_advance=2000, show_controls=False):
    Div(style={"height": "160px"})

# Marquee — continuous smooth scroll
with Carousel(continuous=True, speed=3, show_controls=False):
    Badge("A")
    Badge("B")

# Fade transition
with Carousel(effect="fade", auto_advance=2000, show_controls=False):
    Card(...)

Key props: visible (int/float/None), gap, direction (left/right/up/down), auto_advance (ms), continuous, speed (1-10), effect (slide/fade), dim_inactive, show_controls, controls_position (overlay/outside/gutter), show_dots, align (start/center/end), loop.

Actions

Actions are Pydantic models. All support on_success and on_error:

# Client-side (instant)
SetState("count", "{{ count + 1 }}")
ToggleState("showAdvanced")
ShowToast("Done!", variant="success")
OpenLink("https://example.com")

# MCP round-trip
CallTool("search", arguments={"q": "{{ query }}"}, result_key="results")
SendMessage("Summarize {{ item }}")
UpdateContext(content="User selected {{ item }}")

# Chaining — | composes actions into a sequential list
Button(
    "Save",
    True)
    | CallTool("save", result_key="saved")
    | SetState("loading", False),
)

# Explicit lists remain supported
Button("Reset", 0), ShowToast("Reset")])

on_mount

Every component (and PrefabApp) supports on_mount — actions that fire when the component mounts. Useful for initializing data, starting polling, or running setup logic:

# Poll a server tool every 3 seconds when the app loads
PrefabApp(
    view=dashboard_view,
   
        duration=3000,
        RESULT)),
    ),
)

# Load data when a conditional section becomes visible
with Condition("{{ showDetails }}"):
    Column(
        RESULT)),
        children=[Text("{{ details }}")],
    )

Expressions

String props support {{ expression }} templates:

Text("Hello, {{ user.name }}!")
Text("{{ items.length }} items ({{ total | currency }})")
Button("{{ loading ? 'Loading...' : 'Submit' }}")

Supports dot paths, arithmetic (+ - * /), comparisons (== != > <), logical (&& || !), ternary (? :), and pipes (| upper, | currency, | length, | truncate:50, etc.).

Special variables: $event (triggering value in onChange/onClick), $error (error message in onError), $index and $item (in ForEach).

Naming Convention

Python uses snake_case; wire protocol uses camelCase. Mapping is automatic: on_click → onClick, css_class → cssClass, etc.

Positional Arguments

Most components accept their primary field positionally:

Button("Click me")           # label
Text("Hello")                # content
Heading("Title", level=2)    # content, level
Tab("General")               # title
ForEach("users")             # key
CallTool("search")           # tool
SetState("count", 42)        # key, value
ShowToast("Saved!")          # message