feat(viz-platform): complete Sprint 1 - plugin structure and tests

Sprint 1 - viz-platform Plugin completed (13/13 issues):
- Commands: 7 files (initial-setup, chart, dashboard, theme, theme-new, theme-css, component)
- Agents: 3 files (theme-setup, layout-builder, component-check)
- Documentation: README.md, claude-md-integration.md
- Tests: 94 tests passing (68-99% coverage)
- CHANGELOG updated with completion status

Closes: #178, #179, #180, #181, #182

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
This commit is contained in:
2026-01-26 13:53:03 -05:00
parent 45b899b093
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# viz-platform Plugin
Visualization tools with Dash Mantine Components validation, Plotly charts, and theming for Claude Code.
## Features
- **DMC Validation**: Prevent prop hallucination with version-locked component registry
- **Chart Creation**: Plotly charts with automatic theme token application
- **Layout Builder**: Dashboard layouts with filters, grids, and responsive design
- **Theme System**: Create, extend, and export design tokens
## Installation
This plugin is part of the leo-claude-mktplace. Install via:
```bash
# From marketplace
claude plugins install leo-claude-mktplace/viz-platform
# Setup MCP server venv
cd ~/.claude/plugins/marketplaces/leo-claude-mktplace/mcp-servers/viz-platform
python -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt
```
## Configuration
### System-Level (Optional)
Create `~/.config/claude/viz-platform.env` for default theme preferences:
```env
VIZ_PLATFORM_COLOR_SCHEME=light
VIZ_PLATFORM_PRIMARY_COLOR=blue
```
### Project-Level (Optional)
Add to project `.env` for project-specific settings:
```env
VIZ_PLATFORM_THEME=my-custom-theme
DMC_VERSION=0.14.7
```
## Commands
| Command | Description |
|---------|-------------|
| `/initial-setup` | Interactive setup wizard for DMC and theme preferences |
| `/component {name}` | Inspect component props and validation |
| `/chart {type}` | Create a Plotly chart |
| `/dashboard {template}` | Create a dashboard layout |
| `/theme {name}` | Apply an existing theme |
| `/theme-new {name}` | Create a new custom theme |
| `/theme-css {name}` | Export theme as CSS |
## Agents
| Agent | Description |
|-------|-------------|
| `theme-setup` | Design-focused theme creation specialist |
| `layout-builder` | Dashboard layout and filter specialist |
| `component-check` | Strict component validation specialist |
## Tool Categories
### DMC Validation (3 tools)
Prevent invalid component props before runtime.
| Tool | Description |
|------|-------------|
| `list_components` | List available components by category |
| `get_component_props` | Get detailed prop specifications |
| `validate_component` | Validate a component configuration |
### Charts (2 tools)
Create Plotly charts with theme integration.
| Tool | Description |
|------|-------------|
| `chart_create` | Create a chart (line, bar, scatter, pie, etc.) |
| `chart_configure_interaction` | Configure chart interactivity |
### Layouts (5 tools)
Build dashboard structures with filters and grids.
| Tool | Description |
|------|-------------|
| `layout_create` | Create a layout structure |
| `layout_add_filter` | Add filter components |
| `layout_set_grid` | Configure responsive grid |
| `layout_add_section` | Add content sections |
| `layout_get` | Retrieve layout details |
### Themes (6 tools)
Manage design tokens and styling.
| Tool | Description |
|------|-------------|
| `theme_create` | Create a new theme |
| `theme_extend` | Extend an existing theme |
| `theme_validate` | Validate theme configuration |
| `theme_export_css` | Export as CSS custom properties |
| `theme_list` | List available themes |
| `theme_activate` | Set the active theme |
### Pages (5 tools)
Create full Dash app configurations.
| Tool | Description |
|------|-------------|
| `page_create` | Create a page structure |
| `page_add_navbar` | Add navigation bar |
| `page_set_auth` | Configure authentication |
| `page_list` | List pages |
| `page_get_app_config` | Get full app configuration |
## Component Validation
The key differentiator of viz-platform is the component registry system:
```python
# Before writing component code
get_component_props("Button")
# Returns: all valid props with types, enums, defaults
# After writing code
validate_component("Button", {"variant": "filled", "color": "blue"})
# Returns: {valid: true} or {valid: false, errors: [...]}
```
This prevents common DMC mistakes:
- Prop typos (`colour` vs `color`)
- Invalid enum values (`size="large"` vs `size="lg"`)
- Wrong case (`fullwidth` vs `fullWidth`)
## Example Workflow
```
/component Button
# → Shows all Button props with types and defaults
/theme-new corporate
# → Creates theme with brand colors
/chart bar
# → Creates bar chart with theme colors
/dashboard sidebar
# → Creates sidebar layout with filters
/theme-css corporate
# → Exports theme as CSS for external use
```
## Cross-Plugin Integration
viz-platform works seamlessly with data-platform:
1. **Load data** with data-platform: `/ingest sales.csv`
2. **Create chart** with viz-platform: `/chart line` using the data_ref
3. **Build layout** with viz-platform: `/dashboard` with filters
4. **Export** complete dashboard structure
## Chart Types
| Type | Best For |
|------|----------|
| `line` | Time series, trends |
| `bar` | Comparisons, categories |
| `scatter` | Correlations, distributions |
| `pie` | Part-to-whole |
| `area` | Cumulative trends |
| `histogram` | Frequency distributions |
| `box` | Statistical distributions |
| `heatmap` | Matrix correlations |
| `sunburst` | Hierarchical data |
| `treemap` | Hierarchical proportions |
## Layout Templates
| Template | Best For |
|----------|----------|
| `basic` | Simple dashboards, reports |
| `sidebar` | Navigation-heavy apps |
| `tabs` | Multi-page dashboards |
| `split` | Comparisons, master-detail |
## Requirements
- Python 3.10+
- dash-mantine-components >= 0.14.0
- plotly >= 5.18.0
- dash >= 2.14.0

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# Component Check Agent
You are a strict component validation specialist. Your role is to verify Dash Mantine Components are used correctly, preventing runtime errors from invalid props.
## Trigger Conditions
Activate this agent when:
- Before rendering any DMC component
- User asks about component props or usage
- Code review for DMC components
- Debugging component errors
## Capabilities
- List available DMC components by category
- Retrieve component prop specifications
- Validate component configurations
- Provide actionable error messages
- Suggest corrections for common mistakes
## Available Tools
### Component Validation
- `list_components` - List components, optionally by category
- `get_component_props` - Get detailed prop specifications
- `validate_component` - Validate a component configuration
## Workflow Guidelines
1. **Before any DMC component usage**:
- Call `get_component_props` to understand available props
- Verify prop types match expected values
- Check enum constraints
2. **After writing component code**:
- Extract component name and props
- Call `validate_component` with the configuration
- Fix any errors before proceeding
3. **When errors occur**:
- Identify the invalid prop or value
- Provide specific correction
- Offer to re-validate after fix
## Validation Strictness
This agent is intentionally strict because:
- Invalid props cause runtime errors
- Typos in prop names fail silently
- Wrong enum values break styling
- Type mismatches cause crashes
**Always validate before rendering.**
## Error Message Format
Provide clear, actionable errors:
```
❌ Invalid prop 'colour' for Button. Did you mean 'color'?
❌ Prop 'size' expects one of ['xs', 'sm', 'md', 'lg', 'xl'], got 'huge'
⚠️ Prop 'fullwidth' should be 'fullWidth' (camelCase)
⚠️ Unknown prop 'onClick' - use 'n_clicks' for Dash callbacks
```
## Component Categories
| Category | Description | Examples |
|----------|-------------|----------|
| `inputs` | User input components | Button, TextInput, Select, Checkbox |
| `navigation` | Navigation elements | NavLink, Tabs, Breadcrumbs |
| `feedback` | User feedback | Alert, Notification, Progress |
| `overlays` | Modal/popup elements | Modal, Drawer, Tooltip |
| `typography` | Text display | Text, Title, Code |
| `layout` | Structure components | Container, Grid, Stack |
| `data` | Data display | Table, Badge, Card |
## Common Mistakes
### Prop Name Typos
```python
# Wrong
dmc.Button(colour="blue") # 'colour' vs 'color'
# Correct
dmc.Button(color="blue")
```
### Invalid Enum Values
```python
# Wrong
dmc.Button(size="large") # 'large' not valid
# Correct
dmc.Button(size="lg") # Use 'lg'
```
### Wrong Case
```python
# Wrong
dmc.Button(fullwidth=True) # lowercase
# Correct
dmc.Button(fullWidth=True) # camelCase
```
### React vs Dash Props
```python
# Wrong (React pattern)
dmc.Button(onClick=handler)
# Correct (Dash pattern)
dmc.Button(id="my-button", n_clicks=0)
# Then use callback with Input("my-button", "n_clicks")
```
## Example Interactions
**User**: I want to use a Button component
**Agent**:
- Uses `get_component_props("Button")`
- Shows available props with types
- Explains common usage patterns
**User**: Check this code: `dmc.Button(variant="primary", colour="red")`
**Agent**:
- Uses `validate_component`
- Reports errors:
- 'colour' should be 'color'
- 'variant' expects ['filled', 'outline', ...], not 'primary'
- Suggests: `dmc.Button(variant="filled", color="red")`
**User**: What input components are available?
**Agent**:
- Uses `list_components(category="inputs")`
- Lists all input components with brief descriptions
## Integration with Other Agents
When layout-builder or theme-setup create components:
1. They should call component-check first
2. Validate all props before finalizing
3. Ensure theme tokens are valid color references
This creates a validation layer that prevents invalid components from reaching the user's code.

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# Layout Builder Agent
You are a practical dashboard layout specialist. Your role is to help users create well-structured dashboard layouts with proper filtering, grid systems, and responsive design.
## Trigger Conditions
Activate this agent when:
- User wants to create a dashboard structure
- User mentions layout, grid, or responsive design
- User needs filter components for their dashboard
- User wants to organize dashboard sections
## Capabilities
- Create base layouts (basic, sidebar, tabs, split)
- Add filter components (dropdowns, date pickers, sliders)
- Configure responsive grid settings
- Add content sections
- Retrieve and inspect layouts
## Available Tools
### Layout Management
- `layout_create` - Create a new layout structure
- `layout_add_filter` - Add filter components
- `layout_set_grid` - Configure grid settings
- `layout_add_section` - Add content sections
- `layout_get` - Retrieve layout details
## Workflow Guidelines
1. **Understand the purpose**:
- What data will the dashboard display?
- Who is the target audience?
- What actions do users need to take?
2. **Choose the template**:
- Basic: Simple content display
- Sidebar: Navigation-heavy dashboards
- Tabs: Multi-page or multi-view
- Split: Comparison or detail views
3. **Add filters**:
- What dimensions can users filter by?
- Date ranges? Categories? Search?
- Position filters appropriately
4. **Configure the grid**:
- How many columns?
- Mobile responsiveness?
- Spacing between components?
5. **Add sections**:
- Group related content
- Name sections clearly
- Consider visual hierarchy
## Conversation Style
Be practical and suggest common patterns:
- "For a sales dashboard, I'd recommend a sidebar layout with date range and product category filters at the top."
- "Since you're comparing metrics, a split-pane layout would work well - left for current period, right for comparison."
- "A tabbed layout lets you separate overview, details, and settings without overwhelming users."
## Template Reference
### Basic Layout
Best for: Simple dashboards, reports, single-purpose views
```
┌─────────────────────────────┐
│ Header │
├─────────────────────────────┤
│ Filters │
├─────────────────────────────┤
│ Content │
└─────────────────────────────┘
```
### Sidebar Layout
Best for: Navigation-heavy apps, multi-section dashboards
```
┌────────┬────────────────────┐
│ │ Header │
│ Nav ├────────────────────┤
│ │ Filters │
│ ├────────────────────┤
│ │ Content │
└────────┴────────────────────┘
```
### Tabs Layout
Best for: Multi-page apps, view switching
```
┌─────────────────────────────┐
│ Header │
├──────┬──────┬──────┬────────┤
│ Tab1 │ Tab2 │ Tab3 │ │
├──────┴──────┴──────┴────────┤
│ Tab Content │
└─────────────────────────────┘
```
### Split Layout
Best for: Comparisons, master-detail views
```
┌─────────────────────────────┐
│ Header │
├──────────────┬──────────────┤
│ Left │ Right │
│ Pane │ Pane │
└──────────────┴──────────────┘
```
## Filter Types
| Type | Use Case | Example |
|------|----------|---------|
| `dropdown` | Category selection | Product category, region |
| `date_range` | Time filtering | Report period |
| `slider` | Numeric range | Price range, quantity |
| `checkbox` | Multi-select options | Status flags |
| `search` | Text search | Customer lookup |
## Example Interactions
**User**: I need a dashboard for sales data
**Agent**: I'll create a sales dashboard layout.
- Asks about key metrics to display
- Suggests sidebar layout for navigation
- Adds date range and category filters
- Creates layout with `layout_create`
- Adds filters with `layout_add_filter`
- Returns complete layout structure
**User**: Can you add a filter for product category?
**Agent**:
- Uses `layout_add_filter` with dropdown type
- Specifies position and options
- Returns updated layout
## Error Handling
If layout creation fails:
1. Check if layout name already exists
2. Validate template type
3. Verify grid configuration values
Common issues:
- Invalid template → show valid options
- Invalid filter type → list available types
- Grid column count mismatch → suggest fixes

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# Theme Setup Agent
You are a design-focused theme setup specialist. Your role is to help users create consistent, brand-aligned themes for their Dash Mantine Components applications.
## Trigger Conditions
Activate this agent when:
- User starts a new project and needs theme setup
- User mentions brand colors, design system, or theming
- User wants consistent styling across components
- User asks about color schemes or typography
## Capabilities
- Create new themes with brand colors
- Configure typography settings
- Set up consistent spacing and radius
- Validate theme configurations
- Export themes as CSS for external use
## Available Tools
### Theme Management
- `theme_create` - Create a new theme with design tokens
- `theme_extend` - Extend an existing theme with overrides
- `theme_validate` - Validate a theme configuration
- `theme_export_css` - Export theme as CSS custom properties
- `theme_list` - List available themes
- `theme_activate` - Set the active theme
## Workflow Guidelines
1. **Understand the brand**:
- What colors represent the brand?
- Light mode, dark mode, or both?
- Any specific font preferences?
- Rounded or sharp corners?
2. **Gather requirements**:
- Ask about primary brand color
- Ask about color scheme preference
- Ask about font family
- Ask about border radius preference
3. **Create the theme**:
- Use `theme_create` with gathered preferences
- Validate with `theme_validate`
- Fix any issues
4. **Verify and demonstrate**:
- Show the created theme settings
- Offer to export as CSS
- Activate the theme for immediate use
## Conversation Style
Be design-focused and ask about visual preferences:
- "What's your brand's primary color? I can use any Mantine color like blue, indigo, violet, or a custom hex code."
- "Do you prefer light mode, dark mode, or should the app follow system preference?"
- "What corner style fits your brand better - rounded (friendly) or sharp (professional)?"
## Example Interactions
**User**: I need to set up theming for my dashboard
**Agent**: I'll help you create a theme. Let me ask a few questions about your brand...
- Uses AskUserQuestion for color preference
- Uses AskUserQuestion for color scheme
- Uses theme_create with answers
- Uses theme_validate to verify
- Activates the new theme
**User**: Our brand uses #1890ff as the primary color
**Agent**:
- Creates custom color palette from the hex
- Uses theme_create with custom colors
- Validates and activates
**User**: Can you export my theme as CSS?
**Agent**:
- Uses theme_export_css
- Returns CSS custom properties
## Error Handling
If validation fails:
1. Show the specific errors clearly
2. Suggest fixes based on the error
3. Offer to recreate with corrections
Common issues:
- Invalid color names → suggest valid Mantine colors
- Invalid enum values → show allowed options
- Missing required fields → provide defaults

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# viz-platform CLAUDE.md Integration
Add this snippet to your project's CLAUDE.md to enable viz-platform capabilities.
## Integration Snippet
```markdown
## Visualization (viz-platform)
This project uses viz-platform for Dash Mantine Components dashboards.
### Available Commands
- `/component {name}` - Inspect DMC component props
- `/chart {type}` - Create Plotly charts (line, bar, scatter, pie, area, histogram, box, heatmap, sunburst, treemap)
- `/dashboard {template}` - Create layouts (basic, sidebar, tabs, split)
- `/theme {name}` - Apply a theme
- `/theme-new {name}` - Create custom theme
- `/theme-css {name}` - Export theme as CSS
### MCP Tools Available
- **DMC**: list_components, get_component_props, validate_component
- **Charts**: chart_create, chart_configure_interaction
- **Layouts**: layout_create, layout_add_filter, layout_set_grid, layout_add_section, layout_get
- **Themes**: theme_create, theme_extend, theme_validate, theme_export_css, theme_list, theme_activate
- **Pages**: page_create, page_add_navbar, page_set_auth, page_list, page_get_app_config
### Component Validation
ALWAYS validate DMC components before use:
1. Check props with `get_component_props(component_name)`
2. Validate usage with `validate_component(component_name, props)`
3. Fix any errors before proceeding
### Project Theme
Theme: [YOUR_THEME_NAME or "default"]
Color scheme: [light/dark]
Primary color: [color name]
```
## Cross-Plugin Configuration
If using with data-platform, add this section:
```markdown
## Data + Visualization Workflow
### Data Loading (data-platform)
- `/ingest {file}` - Load CSV, Parquet, or JSON
- `/schema {table}` - View database schema
- `/profile {data_ref}` - Statistical summary
### Visualization (viz-platform)
- `/chart {type}` - Create charts from loaded data
- `/dashboard {template}` - Build dashboard layouts
### Workflow Pattern
1. Load data: `read_csv("data.csv")` → returns `data_ref`
2. Create chart: `chart_create(data_ref="data_ref", ...)`
3. Add to layout: `layout_add_section(chart_ref="...")`
4. Apply theme: `theme_activate("my-theme")`
```
## Agent Configuration
### Using theme-setup agent
When user mentions theming or brand colors:
```markdown
Use the theme-setup agent for:
- Creating new themes with brand colors
- Configuring typography and spacing
- Exporting themes as CSS
```
### Using layout-builder agent
When user wants dashboard structure:
```markdown
Use the layout-builder agent for:
- Creating dashboard layouts
- Adding filter components
- Configuring responsive grids
```
### Using component-check agent
For code review and debugging:
```markdown
Use the component-check agent for:
- Validating DMC component usage
- Fixing prop errors
- Understanding component APIs
```
## Example Project CLAUDE.md
```markdown
# Project: Sales Dashboard
## Tech Stack
- Backend: FastAPI
- Frontend: Dash with Mantine Components
- Data: PostgreSQL + pandas
## Data (data-platform)
- Database: PostgreSQL with sales data
- Key tables: orders, customers, products
## Visualization (viz-platform)
- Theme: corporate (indigo primary, light mode)
- Layout: sidebar with date and category filters
- Charts: line (trends), bar (comparisons), pie (breakdown)
### Component Validation
ALWAYS use component-check before rendering:
- get_component_props first
- validate_component after
### Dashboard Structure
```
Sidebar: Navigation links
Header: Title + date range filter
Main:
- Row 1: KPI cards
- Row 2: Line chart (sales over time)
- Row 3: Bar chart (by category) + Pie chart (by region)
```
```
## Troubleshooting
### MCP tools not available
1. Check venv exists: `ls mcp-servers/viz-platform/.venv/`
2. Rebuild if needed: `cd mcp-servers/viz-platform && python -m venv .venv && pip install -r requirements.txt`
3. Restart Claude Code session
### Component validation fails
1. Check DMC version matches registry
2. Use `list_components()` to see available components
3. Verify prop names are camelCase
### Charts not rendering
1. Verify data_ref exists with `list_data()`
2. Check column names match data
3. Validate theme is active

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---
description: Create a Plotly chart with theme integration
---
# Create Chart
Create a Plotly chart with automatic theme token application.
## Usage
```
/chart {type}
```
## Arguments
- `type` (required): Chart type - one of: line, bar, scatter, pie, area, histogram, box, heatmap, sunburst, treemap
## Examples
```
/chart line
/chart bar
/chart scatter
/chart pie
```
## Tool Mapping
This command uses the `chart_create` MCP tool:
```python
chart_create(
chart_type="line",
data_ref="df_sales", # Reference to loaded DataFrame
x="date", # X-axis column
y="revenue", # Y-axis column
color=None, # Optional: column for color grouping
title="Sales Over Time", # Optional: chart title
theme=None # Optional: theme name to apply
)
```
## Workflow
1. **User invokes**: `/chart line`
2. **Agent asks**: Which DataFrame to use? (list available with `list_data` from data-platform)
3. **Agent asks**: Which columns for X and Y axes?
4. **Agent asks**: Any grouping/color column?
5. **Agent creates**: Chart with `chart_create` tool
6. **Agent returns**: Plotly figure JSON ready for rendering
## Chart Types
| Type | Best For |
|------|----------|
| `line` | Time series, trends |
| `bar` | Comparisons, categories |
| `scatter` | Correlations, distributions |
| `pie` | Part-to-whole relationships |
| `area` | Cumulative trends |
| `histogram` | Frequency distributions |
| `box` | Statistical distributions |
| `heatmap` | Matrix correlations |
| `sunburst` | Hierarchical data |
| `treemap` | Hierarchical proportions |
## Theme Integration
Charts automatically inherit colors from the active theme:
- Primary color for main data
- Color palette for multi-series
- Font family and sizes
- Background colors
Override with explicit theme:
```python
chart_create(chart_type="bar", ..., theme="my-dark-theme")
```
## Output
Returns Plotly figure JSON that can be:
- Rendered in a Dash app
- Saved as HTML/PNG
- Embedded in a layout component

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---
description: Inspect Dash Mantine Component props and validation
---
# Inspect Component
Inspect a Dash Mantine Component's available props, types, and defaults.
## Usage
```
/component {name}
```
## Arguments
- `name` (required): DMC component name (e.g., Button, Card, TextInput)
## Examples
```
/component Button
/component TextInput
/component Select
/component Card
```
## Tool Mapping
This command uses the `get_component_props` MCP tool:
```python
get_component_props(component="Button")
```
## Output Example
```json
{
"component": "Button",
"category": "inputs",
"props": {
"children": {
"type": "any",
"required": false,
"description": "Button content"
},
"variant": {
"type": "string",
"enum": ["filled", "outline", "light", "subtle", "default", "gradient"],
"default": "filled",
"description": "Button appearance variant"
},
"color": {
"type": "string",
"default": "blue",
"description": "Button color from theme"
},
"size": {
"type": "string",
"enum": ["xs", "sm", "md", "lg", "xl"],
"default": "sm",
"description": "Button size"
},
"radius": {
"type": "string",
"enum": ["xs", "sm", "md", "lg", "xl"],
"default": "sm",
"description": "Border radius"
},
"disabled": {
"type": "boolean",
"default": false,
"description": "Disable button"
},
"loading": {
"type": "boolean",
"default": false,
"description": "Show loading indicator"
},
"fullWidth": {
"type": "boolean",
"default": false,
"description": "Button takes full width"
}
}
}
```
## Listing All Components
To see all available components:
```python
list_components(category=None) # All components
list_components(category="inputs") # Just input components
```
### Component Categories
| Category | Components |
|----------|------------|
| `inputs` | Button, TextInput, Select, Checkbox, Radio, Switch, Slider, etc. |
| `navigation` | NavLink, Tabs, Breadcrumbs, Pagination, Stepper |
| `feedback` | Alert, Notification, Progress, Loader, Skeleton |
| `overlays` | Modal, Drawer, Tooltip, Popover, Menu |
| `typography` | Text, Title, Code, Blockquote, List |
| `layout` | Container, Grid, Stack, Group, Space, Divider |
| `data` | Table, Badge, Card, Paper, Timeline |
## Validating Component Usage
After inspecting props, validate your usage:
```python
validate_component(
component="Button",
props={
"variant": "filled",
"color": "blue",
"size": "lg",
"children": "Click me"
}
)
```
Returns:
```json
{
"valid": true,
"errors": [],
"warnings": []
}
```
Or with errors:
```json
{
"valid": false,
"errors": [
"Invalid prop 'colour' for Button. Did you mean 'color'?",
"Prop 'size' expects one of ['xs', 'sm', 'md', 'lg', 'xl'], got 'huge'"
],
"warnings": [
"Prop 'fullwidth' should be 'fullWidth' (camelCase)"
]
}
```
## Why This Matters
DMC components have many props with specific type constraints. This tool:
- Prevents hallucinated prop names
- Validates enum values
- Catches typos before runtime
- Documents available options
## Related Commands
- `/chart {type}` - Create charts
- `/dashboard {template}` - Create layouts

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---
description: Create a dashboard layout with the layout-builder agent
---
# Create Dashboard
Create a dashboard layout structure with filters, grids, and sections.
## Usage
```
/dashboard {template}
```
## Arguments
- `template` (optional): Layout template - one of: basic, sidebar, tabs, split
## Examples
```
/dashboard # Interactive layout builder
/dashboard basic # Simple single-column layout
/dashboard sidebar # Layout with sidebar navigation
/dashboard tabs # Tabbed multi-page layout
/dashboard split # Split-pane layout
```
## Agent Mapping
This command activates the **layout-builder** agent which orchestrates multiple tools:
1. `layout_create` - Create the base layout structure
2. `layout_add_filter` - Add filter components (dropdowns, date pickers)
3. `layout_set_grid` - Configure responsive grid settings
4. `layout_add_section` - Add content sections
## Workflow
1. **User invokes**: `/dashboard sidebar`
2. **Agent asks**: What is the dashboard purpose?
3. **Agent asks**: What filters are needed?
4. **Agent creates**: Base layout with `layout_create`
5. **Agent adds**: Filters with `layout_add_filter`
6. **Agent configures**: Grid with `layout_set_grid`
7. **Agent returns**: Complete layout structure
## Templates
### Basic
Single-column layout with header and content area.
```
┌─────────────────────────────┐
│ Header │
├─────────────────────────────┤
│ │
│ Content │
│ │
└─────────────────────────────┘
```
### Sidebar
Layout with collapsible sidebar navigation.
```
┌────────┬────────────────────┐
│ │ Header │
│ Nav ├────────────────────┤
│ │ │
│ │ Content │
│ │ │
└────────┴────────────────────┘
```
### Tabs
Tabbed layout for multi-page dashboards.
```
┌─────────────────────────────┐
│ Header │
├──────┬──────┬──────┬────────┤
│ Tab1 │ Tab2 │ Tab3 │ │
├──────┴──────┴──────┴────────┤
│ │
│ Tab Content │
│ │
└─────────────────────────────┘
```
### Split
Split-pane layout for comparisons.
```
┌─────────────────────────────┐
│ Header │
├──────────────┬──────────────┤
│ │ │
│ Left │ Right │
│ Pane │ Pane │
│ │ │
└──────────────┴──────────────┘
```
## Filter Types
Available filter components:
- `dropdown` - Single/multi-select dropdown
- `date_range` - Date range picker
- `slider` - Numeric range slider
- `checkbox` - Checkbox group
- `search` - Text search input
## Output
Returns a layout structure that can be:
- Used with page tools to create full app
- Rendered as a Dash layout
- Combined with chart components

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---
description: Interactive setup wizard for viz-platform plugin - configures MCP server and theme preferences
---
# Viz-Platform Setup Wizard
This command sets up the viz-platform plugin with Dash Mantine Components validation and theming.
## Important Context
- **This command uses Bash, Read, Write, and AskUserQuestion tools** - NOT MCP tools
- **MCP tools won't work until after setup + session restart**
- **DMC version detection is automatic** based on installed package
---
## Phase 1: Environment Validation
### Step 1.1: Check Python Version
```bash
python3 --version
```
Requires Python 3.10+. If below, stop setup and inform user.
### Step 1.2: Check DMC Installation
```bash
python3 -c "import dash_mantine_components as dmc; print(f'DMC {dmc.__version__}')" 2>/dev/null || echo "DMC_NOT_INSTALLED"
```
If DMC is not installed, inform user:
```
Dash Mantine Components is not installed. Install it with:
pip install dash-mantine-components>=0.14.0
```
---
## Phase 2: MCP Server Setup
### Step 2.1: Locate Viz-Platform MCP Server
```bash
# If running from installed marketplace
ls -la ~/.claude/plugins/marketplaces/leo-claude-mktplace/mcp-servers/viz-platform/ 2>/dev/null || echo "NOT_FOUND_INSTALLED"
# If running from source
ls -la ~/claude-plugins-work/mcp-servers/viz-platform/ 2>/dev/null || echo "NOT_FOUND_SOURCE"
```
### Step 2.2: Check Virtual Environment
```bash
ls -la /path/to/mcp-servers/viz-platform/.venv/bin/python 2>/dev/null && echo "VENV_EXISTS" || echo "VENV_MISSING"
```
### Step 2.3: Create Virtual Environment (if missing)
```bash
cd /path/to/mcp-servers/viz-platform && python3 -m venv .venv && source .venv/bin/activate && pip install --upgrade pip && pip install -r requirements.txt && deactivate
```
---
## Phase 3: Theme Preferences (Optional)
### Step 3.1: Ask About Theme Setup
Use AskUserQuestion:
- Question: "Do you want to configure a default theme for your projects?"
- Header: "Theme"
- Options:
- "Yes, set up a custom theme"
- "No, use Mantine defaults"
**If user chooses "No":** Skip to Phase 4.
### Step 3.2: Choose Base Theme
Use AskUserQuestion:
- Question: "Which base color scheme do you prefer?"
- Header: "Colors"
- Options:
- "Light mode (default)"
- "Dark mode"
- "System preference (auto)"
### Step 3.3: Choose Primary Color
Use AskUserQuestion:
- Question: "What primary color should be used for buttons and accents?"
- Header: "Primary"
- Options:
- "Blue (default)"
- "Indigo"
- "Violet"
- "Other (I'll specify)"
### Step 3.4: Create System Theme Config
```bash
mkdir -p ~/.config/claude
cat > ~/.config/claude/viz-platform.env << 'EOF'
# Viz-Platform Configuration
# Generated by viz-platform /initial-setup
VIZ_PLATFORM_COLOR_SCHEME=<SELECTED_SCHEME>
VIZ_PLATFORM_PRIMARY_COLOR=<SELECTED_COLOR>
EOF
chmod 600 ~/.config/claude/viz-platform.env
```
---
## Phase 4: Validation
### Step 4.1: Verify MCP Server
```bash
cd /path/to/mcp-servers/viz-platform && .venv/bin/python -c "from mcp_server.server import VizPlatformMCPServer; print('MCP Server OK')"
```
### Step 4.2: Summary
```
╔════════════════════════════════════════════════════════════╗
║ VIZ-PLATFORM SETUP COMPLETE ║
╠════════════════════════════════════════════════════════════╣
║ MCP Server: ✓ Ready ║
║ DMC Version: [Detected version] ║
║ DMC Tools: ✓ Available (3 tools) ║
║ Chart Tools: ✓ Available (2 tools) ║
║ Layout Tools: ✓ Available (5 tools) ║
║ Theme Tools: ✓ Available (6 tools) ║
║ Page Tools: ✓ Available (5 tools) ║
╚════════════════════════════════════════════════════════════╝
```
### Step 4.3: Session Restart Notice
---
**⚠️ Session Restart Required**
Restart your Claude Code session for MCP tools to become available.
**After restart, you can:**
- Run `/component {name}` to inspect component props
- Run `/chart {type}` to create a chart
- Run `/dashboard {template}` to create a dashboard layout
- Run `/theme {name}` to apply a theme
- Run `/theme-new {name}` to create a custom theme
---
## Tool Summary
| Category | Tools |
|----------|-------|
| DMC Validation | list_components, get_component_props, validate_component |
| Charts | chart_create, chart_configure_interaction |
| Layouts | layout_create, layout_add_filter, layout_set_grid, layout_get, layout_add_section |
| Themes | theme_create, theme_extend, theme_validate, theme_export_css, theme_list, theme_activate |
| Pages | page_create, page_add_navbar, page_set_auth, page_list, page_get_app_config |

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---
description: Export a theme as CSS custom properties
---
# Export Theme as CSS
Export a theme's design tokens as CSS custom properties for use outside Dash.
## Usage
```
/theme-css {name}
```
## Arguments
- `name` (required): Theme name to export
## Examples
```
/theme-css dark
/theme-css corporate
/theme-css my-brand
```
## Tool Mapping
This command uses the `theme_export_css` MCP tool:
```python
theme_export_css(theme_name="corporate")
```
## Output Example
```css
:root {
/* Colors */
--mantine-color-scheme: light;
--mantine-primary-color: indigo;
--mantine-color-primary-0: #edf2ff;
--mantine-color-primary-1: #dbe4ff;
--mantine-color-primary-2: #bac8ff;
--mantine-color-primary-3: #91a7ff;
--mantine-color-primary-4: #748ffc;
--mantine-color-primary-5: #5c7cfa;
--mantine-color-primary-6: #4c6ef5;
--mantine-color-primary-7: #4263eb;
--mantine-color-primary-8: #3b5bdb;
--mantine-color-primary-9: #364fc7;
/* Typography */
--mantine-font-family: Inter, sans-serif;
--mantine-heading-font-family: Inter, sans-serif;
--mantine-font-size-xs: 0.75rem;
--mantine-font-size-sm: 0.875rem;
--mantine-font-size-md: 1rem;
--mantine-font-size-lg: 1.125rem;
--mantine-font-size-xl: 1.25rem;
/* Spacing */
--mantine-spacing-xs: 0.625rem;
--mantine-spacing-sm: 0.75rem;
--mantine-spacing-md: 1rem;
--mantine-spacing-lg: 1.25rem;
--mantine-spacing-xl: 2rem;
/* Border Radius */
--mantine-radius-xs: 0.125rem;
--mantine-radius-sm: 0.25rem;
--mantine-radius-md: 0.5rem;
--mantine-radius-lg: 1rem;
--mantine-radius-xl: 2rem;
/* Shadows */
--mantine-shadow-xs: 0 1px 3px rgba(0, 0, 0, 0.05);
--mantine-shadow-sm: 0 1px 3px rgba(0, 0, 0, 0.1);
--mantine-shadow-md: 0 4px 6px rgba(0, 0, 0, 0.1);
--mantine-shadow-lg: 0 10px 15px rgba(0, 0, 0, 0.1);
--mantine-shadow-xl: 0 20px 25px rgba(0, 0, 0, 0.1);
}
```
## Use Cases
### External CSS Files
Include the exported CSS in non-Dash projects:
```html
<link rel="stylesheet" href="theme-tokens.css">
```
### Design Handoff
Share design tokens with designers or other teams.
### Documentation
Generate theme documentation for style guides.
### Other Frameworks
Use Mantine-compatible tokens in React, Vue, or other projects.
## Workflow
1. **User invokes**: `/theme-css corporate`
2. **Tool exports**: Theme tokens as CSS
3. **User can**: Save to file or copy to clipboard
## Related Commands
- `/theme {name}` - Apply a theme
- `/theme-new {name}` - Create a new theme

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---
description: Create a new custom theme with design tokens
---
# Create New Theme
Create a new custom theme with specified design tokens.
## Usage
```
/theme-new {name}
```
## Arguments
- `name` (required): Name for the new theme
## Examples
```
/theme-new corporate
/theme-new dark-blue
/theme-new brand-theme
```
## Tool Mapping
This command uses the `theme_create` MCP tool:
```python
theme_create(
name="corporate",
primary_color="indigo",
color_scheme="light",
font_family="Inter, sans-serif",
heading_font_family=None, # Optional: separate heading font
border_radius="md", # xs, sm, md, lg, xl
spacing_scale=1.0, # Multiplier for spacing
colors=None # Optional: custom color palette
)
```
## Workflow
1. **User invokes**: `/theme-new corporate`
2. **Agent asks**: Primary color preference?
3. **Agent asks**: Light or dark color scheme?
4. **Agent asks**: Font family preference?
5. **Agent creates**: Theme with `theme_create`
6. **Agent validates**: Theme with `theme_validate`
7. **Agent activates**: New theme is ready to use
## Theme Properties
### Colors
- `primary_color`: Main accent color (blue, indigo, violet, etc.)
- `color_scheme`: "light" or "dark"
- `colors`: Custom color palette override
### Typography
- `font_family`: Body text font
- `heading_font_family`: Optional heading font
### Spacing
- `border_radius`: Component corner rounding
- `spacing_scale`: Multiply default spacing values
## Mantine Color Palette
Available primary colors:
- blue, cyan, teal, green, lime
- yellow, orange, red, pink, grape
- violet, indigo, gray, dark
## Custom Color Example
```python
theme_create(
name="brand",
primary_color="custom",
colors={
"custom": [
"#e6f7ff", # 0 - lightest
"#bae7ff", # 1
"#91d5ff", # 2
"#69c0ff", # 3
"#40a9ff", # 4
"#1890ff", # 5 - primary
"#096dd9", # 6
"#0050b3", # 7
"#003a8c", # 8
"#002766" # 9 - darkest
]
}
)
```
## Extending Themes
To create a theme based on another:
```python
theme_extend(
base_theme="dark",
name="dark-corporate",
overrides={
"primary_color": "indigo",
"font_family": "Roboto, sans-serif"
}
)
```
## Related Commands
- `/theme {name}` - Apply a theme
- `/theme-css {name}` - Export theme as CSS

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---
description: Apply an existing theme to the current context
---
# Apply Theme
Apply an existing theme to activate its design tokens.
## Usage
```
/theme {name}
```
## Arguments
- `name` (required): Theme name to activate
## Examples
```
/theme dark
/theme corporate-blue
/theme my-custom-theme
```
## Tool Mapping
This command uses the `theme_activate` MCP tool:
```python
theme_activate(theme_name="dark")
```
## Workflow
1. **User invokes**: `/theme dark`
2. **Tool activates**: Theme becomes active for subsequent operations
3. **Charts/layouts**: Automatically use active theme tokens
## Built-in Themes
| Theme | Description |
|-------|-------------|
| `light` | Mantine default light mode |
| `dark` | Mantine default dark mode |
## Listing Available Themes
To see all available themes:
```python
theme_list()
```
Returns both built-in and custom themes.
## Theme Effects
When a theme is activated:
- New charts inherit theme colors
- New layouts use theme spacing
- Components use theme typography
- Callbacks can read active theme tokens
## Related Commands
- `/theme-new {name}` - Create a new theme
- `/theme-css {name}` - Export theme as CSS