Keyboard Shortcuts

This section provides a comprehensive reference for keyboard shortcuts available in each MATIH workbench application. Shortcuts are designed to accelerate common workflows and are consistent with widely adopted conventions from popular productivity and analytics tools. On macOS, Ctrl is replaced by Cmd unless otherwise noted.

Global Shortcuts (All Workbenches)

These shortcuts are available in every MATIH workbench application.

Navigation

Shortcut (Windows/Linux)	Shortcut (macOS)	Action
`Ctrl + K`	`Cmd + K`	Open command palette / quick search
`Ctrl + /`	`Cmd + /`	Open keyboard shortcut reference overlay
`Ctrl + Shift + P`	`Cmd + Shift + P`	Open command palette (alternative)
`Ctrl + H`	`Cmd + H`	Navigate to home / dashboard
`Ctrl + Shift + N`	`Cmd + Shift + N`	Open new tab / window
`Ctrl + W`	`Cmd + W`	Close current tab
`Ctrl + Tab`	`Ctrl + Tab`	Switch to next tab
`Ctrl + Shift + Tab`	`Ctrl + Shift + Tab`	Switch to previous tab
`Alt + Left Arrow`	`Cmd + Left Arrow`	Navigate back
`Alt + Right Arrow`	`Cmd + Right Arrow`	Navigate forward
`Ctrl + 1` through `Ctrl + 9`	`Cmd + 1` through `Cmd + 9`	Switch to tab by number

General Actions

Shortcut (Windows/Linux)	Shortcut (macOS)	Action
`Ctrl + S`	`Cmd + S`	Save current work
`Ctrl + Shift + S`	`Cmd + Shift + S`	Save as (create a copy)
`Ctrl + Z`	`Cmd + Z`	Undo last action
`Ctrl + Shift + Z`	`Cmd + Shift + Z`	Redo last undone action
`Ctrl + C`	`Cmd + C`	Copy selected item
`Ctrl + V`	`Cmd + V`	Paste from clipboard
`Ctrl + X`	`Cmd + X`	Cut selected item
`Ctrl + A`	`Cmd + A`	Select all
`Delete`	`Backspace`	Delete selected item
`Ctrl + F`	`Cmd + F`	Find in current view
`Ctrl + Shift + F`	`Cmd + Shift + F`	Global search
`Escape`	`Escape`	Close dialog / cancel operation / deselect
`F11`	`Ctrl + Cmd + F`	Toggle fullscreen
`Ctrl + ,`	`Cmd + ,`	Open settings

Sidebar and Panels

Shortcut (Windows/Linux)	Shortcut (macOS)	Action
`Ctrl + B`	`Cmd + B`	Toggle left sidebar
`Ctrl + Shift + B`	`Cmd + Shift + B`	Toggle right panel
`Ctrl + J`	`Cmd + J`	Toggle bottom panel
`Ctrl + \`	`Cmd + \`	Split editor / view

Notifications and Help

Shortcut (Windows/Linux)	Shortcut (macOS)	Action
`Ctrl + Shift + N`	`Cmd + Shift + N`	Open notifications panel
`F1`	`F1`	Open help / documentation
`Ctrl + Shift + I`	`Cmd + Option + I`	Open developer tools (debug mode only)

BI Workbench Shortcuts

The BI Workbench (port 3000) provides shortcuts optimized for dashboard creation, chart manipulation, and data exploration.

Dashboard Editing

Shortcut (Windows/Linux)	Shortcut (macOS)	Action
`Ctrl + E`	`Cmd + E`	Toggle dashboard edit mode
`Ctrl + Shift + W`	`Cmd + Shift + W`	Add new widget to dashboard
`Ctrl + D`	`Cmd + D`	Duplicate selected widget
`Ctrl + G`	`Cmd + G`	Group selected widgets
`Ctrl + Shift + G`	`Cmd + Shift + G`	Ungroup selected widgets
`Ctrl + L`	`Cmd + L`	Lock / unlock widget position
`Ctrl + Shift + L`	`Cmd + Shift + L`	Lock / unlock all widgets
`Arrow Keys`	`Arrow Keys`	Nudge selected widget by 1 pixel
`Shift + Arrow Keys`	`Shift + Arrow Keys`	Nudge selected widget by 10 pixels
`Ctrl + Arrow Keys`	`Cmd + Arrow Keys`	Snap widget to grid
`Tab`	`Tab`	Select next widget
`Shift + Tab`	`Shift + Tab`	Select previous widget

Chart and Visualization

Shortcut (Windows/Linux)	Shortcut (macOS)	Action
`Ctrl + Shift + C`	`Cmd + Shift + C`	Change chart type for selected widget
`Ctrl + Shift + D`	`Cmd + Shift + D`	Open data source selector for widget
`Ctrl + R`	`Cmd + R`	Refresh dashboard data
`Ctrl + Shift + R`	`Cmd + Shift + R`	Hard refresh (bypass cache)
`Ctrl + P`	`Cmd + P`	Preview dashboard / print
`Ctrl + Shift + E`	`Cmd + Shift + E`	Export dashboard as PDF
`Ctrl + Alt + E`	`Cmd + Option + E`	Export dashboard as PNG
`Ctrl + Shift + T`	`Cmd + Shift + T`	Toggle chart data table view

Filters

Shortcut (Windows/Linux)	Shortcut (macOS)	Action
`Ctrl + Shift + F`	`Cmd + Shift + F`	Open global filter panel
`Ctrl + Alt + F`	`Cmd + Option + F`	Add new filter
`Ctrl + Shift + X`	`Cmd + Shift + X`	Clear all filters
`Ctrl + Alt + S`	`Cmd + Option + S`	Save current filter set as a named slice

Data Workbench Shortcuts

The Data Workbench (port 3002) provides shortcuts for data pipeline management, SQL query editing, catalog browsing, and data quality monitoring.

SQL Editor

Shortcut (Windows/Linux)	Shortcut (macOS)	Action
`Ctrl + Enter`	`Cmd + Enter`	Execute current query
`Ctrl + Shift + Enter`	`Cmd + Shift + Enter`	Execute selected text as query
`Ctrl + E`	`Cmd + E`	Explain query execution plan
`Ctrl + Shift + V`	`Cmd + Shift + V`	Validate SQL syntax
`Ctrl + Shift + O`	`Cmd + Shift + O`	Optimize current query
`Ctrl + Space`	`Ctrl + Space`	Trigger autocomplete
`Ctrl + Shift + Space`	`Cmd + Shift + Space`	Show parameter info / function signature
`Ctrl + .`	`Cmd + .`	Quick fix / suggestion
`Ctrl + /`	`Cmd + /`	Toggle line comment
`Ctrl + Shift + /`	`Cmd + Shift + /`	Toggle block comment
`Alt + Up Arrow`	`Option + Up Arrow`	Move line up
`Alt + Down Arrow`	`Option + Down Arrow`	Move line down
`Ctrl + Shift + K`	`Cmd + Shift + K`	Delete line
`Ctrl + Shift + D`	`Cmd + Shift + D`	Duplicate line
`Ctrl + [`	`Cmd + [`	Indent line left
`Ctrl + ]`	`Cmd + ]`	Indent line right
`Ctrl + L`	`Cmd + L`	Go to line number
`F2`	`F2`	Rename symbol (table alias, CTE name)
`Ctrl + D`	`Cmd + D`	Select next occurrence of selection
`Ctrl + Shift + L`	`Cmd + Shift + L`	Select all occurrences of selection

Query Results

Shortcut (Windows/Linux)	Shortcut (macOS)	Action
`Ctrl + Shift + C`	`Cmd + Shift + C`	Copy results as CSV
`Ctrl + Alt + C`	`Cmd + Option + C`	Copy results as JSON
`Ctrl + Shift + E`	`Cmd + Shift + E`	Export results to file
`Ctrl + Alt + V`	`Cmd + Option + V`	Visualize results as chart
`Page Down`	`Page Down`	Next page of results
`Page Up`	`Page Up`	Previous page of results
`Ctrl + End`	`Cmd + Down Arrow`	Jump to last row
`Ctrl + Home`	`Cmd + Up Arrow`	Jump to first row

Pipeline Management

Shortcut (Windows/Linux)	Shortcut (macOS)	Action
`Ctrl + Shift + P`	`Cmd + Shift + P`	Open pipeline list
`Ctrl + Shift + T`	`Cmd + Shift + T`	Trigger selected pipeline
`Ctrl + Shift + L`	`Cmd + Shift + L`	View pipeline logs
`Ctrl + Shift + H`	`Cmd + Shift + H`	View pipeline run history

Catalog Browser

Shortcut (Windows/Linux)	Shortcut (macOS)	Action
`Ctrl + Shift + K`	`Cmd + Shift + K`	Open catalog search
`Enter`	`Enter`	Expand selected catalog node
`Right Arrow`	`Right Arrow`	Expand tree node
`Left Arrow`	`Left Arrow`	Collapse tree node
`Ctrl + Click`	`Cmd + Click`	Insert table/column name into SQL editor

ML Workbench Shortcuts

The ML Workbench (port 3001) provides shortcuts for experiment management, model training, deployment, and monitoring.

Experiment Tracking

Shortcut (Windows/Linux)	Shortcut (macOS)	Action
`Ctrl + N`	`Cmd + N`	Create new experiment
`Ctrl + Shift + R`	`Cmd + Shift + R`	Create new run within experiment
`Ctrl + Shift + C`	`Cmd + Shift + C`	Compare selected runs
`Ctrl + Shift + M`	`Cmd + Shift + M`	View metrics charts for selected runs
`Ctrl + Shift + A`	`Cmd + Shift + A`	View artifacts for selected run
`Ctrl + Shift + P`	`Cmd + Shift + P`	View parameters for selected run
`Ctrl + Alt + T`	`Cmd + Option + T`	Tag selected runs
`Space`	`Space`	Toggle run selection (in run list)
`Ctrl + A`	`Cmd + A`	Select all runs

Model Registry

Shortcut (Windows/Linux)	Shortcut (macOS)	Action
`Ctrl + Shift + N`	`Cmd + Shift + N`	Register new model
`Ctrl + Shift + V`	`Cmd + Shift + V`	Create new model version
`Ctrl + Shift + S`	`Cmd + Shift + S`	Transition model stage (staging/production/archived)
`Ctrl + Shift + D`	`Cmd + Shift + D`	Deploy model for serving
`Ctrl + Alt + D`	`Cmd + Option + D`	View deployment details

Notebook Integration

Shortcut (Windows/Linux)	Shortcut (macOS)	Action
`Shift + Enter`	`Shift + Enter`	Execute cell and move to next
`Ctrl + Enter`	`Cmd + Enter`	Execute cell and stay
`Alt + Enter`	`Option + Enter`	Execute cell and insert new cell below
`Ctrl + Shift + Minus`	`Cmd + Shift + Minus`	Split cell at cursor
`A` (command mode)	`A` (command mode)	Insert cell above
`B` (command mode)	`B` (command mode)	Insert cell below
`D D` (command mode)	`D D` (command mode)	Delete selected cell
`M` (command mode)	`M` (command mode)	Change cell to Markdown
`Y` (command mode)	`Y` (command mode)	Change cell to Code
`Ctrl + Shift + Minus`	`Cmd + Shift + Minus`	Merge selected cells

Monitoring Dashboard

Shortcut (Windows/Linux)	Shortcut (macOS)	Action
`Ctrl + R`	`Cmd + R`	Refresh monitoring data
`Ctrl + Shift + A`	`Cmd + Shift + A`	View active alerts
`Ctrl + Shift + D`	`Cmd + Shift + D`	Toggle drift detection view
`Ctrl + Alt + P`	`Cmd + Option + P`	View prediction distribution

Agentic Workbench Shortcuts

The Agentic Workbench (port 3003) provides shortcuts for conversational AI interaction, DNN architecture building, and agent trace exploration.

Chat Interface

Shortcut (Windows/Linux)	Shortcut (macOS)	Action
`Enter`	`Enter`	Send message
`Shift + Enter`	`Shift + Enter`	New line in message (without sending)
`Ctrl + Up Arrow`	`Cmd + Up Arrow`	Navigate to previous message in history
`Ctrl + Down Arrow`	`Cmd + Down Arrow`	Navigate to next message in history
`Ctrl + Shift + C`	`Cmd + Shift + C`	Copy SQL from last response
`Ctrl + Shift + V`	`Cmd + Shift + V`	Copy visualization from last response
`Ctrl + Shift + T`	`Cmd + Shift + T`	View agent trace for last response
`Ctrl + N`	`Cmd + N`	Start new conversation
`Ctrl + Shift + H`	`Cmd + Shift + H`	Open conversation history
`Ctrl + Alt + F`	`Cmd + Option + F`	Submit feedback on last response (thumbs up/down)
`Ctrl + Shift + E`	`Cmd + Shift + E`	Edit and re-run last SQL
`Ctrl + Shift + R`	`Cmd + Shift + R`	Regenerate last response
`Ctrl + L`	`Cmd + L`	Clear conversation context

DNN Builder (Studio Mode)

Shortcut (Windows/Linux)	Shortcut (macOS)	Action
`Ctrl + Shift + S`	`Cmd + Shift + S`	Open studio mode
`Ctrl + Shift + A`	`Cmd + Shift + A`	Add layer to architecture
`Ctrl + Shift + V`	`Cmd + Shift + V`	Validate architecture
`Ctrl + Shift + G`	`Cmd + Shift + G`	Generate code from architecture
`Ctrl + Shift + O`	`Cmd + Shift + O`	Optimize architecture
`Ctrl + Shift + D`	`Cmd + Shift + D`	Download generated code
`Ctrl + Shift + P`	`Cmd + Shift + P`	Preview architecture diagram
`Ctrl + Alt + F`	`Cmd + Option + F`	Switch framework (PyTorch/TensorFlow/VibeTensor)
`Ctrl + Z`	`Cmd + Z`	Undo architecture change
`Ctrl + Shift + Z`	`Cmd + Shift + Z`	Redo architecture change

Agent Trace Viewer

Shortcut (Windows/Linux)	Shortcut (macOS)	Action
`Ctrl + Shift + T`	`Cmd + Shift + T`	Open trace viewer
`Left Arrow`	`Left Arrow`	Previous step in trace
`Right Arrow`	`Right Arrow`	Next step in trace
`Enter`	`Enter`	Expand step details
`Escape`	`Escape`	Collapse step details
`Ctrl + Shift + J`	`Cmd + Shift + J`	View raw JSON for trace step
`Ctrl + Shift + C`	`Cmd + Shift + C`	Copy trace as JSON

Ops Workbench Shortcuts

The Ops Workbench (port 3006) provides shortcuts for operations management, incident response, and infrastructure monitoring.

Incident Management

Shortcut (Windows/Linux)	Shortcut (macOS)	Action
`Ctrl + Shift + I`	`Cmd + Shift + I`	Open incident list
`Ctrl + N`	`Cmd + N`	Create new incident
`Ctrl + Shift + A`	`Cmd + Shift + A`	Acknowledge selected incident
`Ctrl + Shift + R`	`Cmd + Shift + R`	Resolve selected incident
`Ctrl + Shift + E`	`Cmd + Shift + E`	Escalate selected incident
`Ctrl + Alt + C`	`Cmd + Option + C`	Run AI root cause analysis on incident

Infrastructure View

Shortcut (Windows/Linux)	Shortcut (macOS)	Action
`Ctrl + R`	`Cmd + R`	Refresh infrastructure status
`Ctrl + Shift + L`	`Cmd + Shift + L`	View service logs
`Ctrl + Shift + M`	`Cmd + Shift + M`	View service metrics
`Ctrl + Shift + T`	`Cmd + Shift + T`	View service traces
`Ctrl + Shift + H`	`Cmd + Shift + H`	View health check results

Customizing Shortcuts

Users can customize keyboard shortcuts through the settings panel:

Open the command palette with Ctrl + K (or Cmd + K on macOS)
Search for "Keyboard Shortcuts"
Click on the shortcut you want to change
Press the new key combination
Click "Save" to apply

Custom shortcuts are stored in the user's profile and persist across sessions and devices. If a custom shortcut conflicts with a browser shortcut, the workbench shortcut takes precedence when the application has focus.

To reset all shortcuts to their defaults, navigate to Settings and select "Reset Keyboard Shortcuts."

Control Plane UI Shortcuts

The Control Plane UI (port 3004) provides shortcuts for platform administration tasks.

Tenant Management

Shortcut (Windows/Linux)	Shortcut (macOS)	Action
`Ctrl + Shift + T`	`Cmd + Shift + T`	Open tenant list
`Ctrl + N`	`Cmd + N`	Create new tenant
`Ctrl + Shift + P`	`Cmd + Shift + P`	View provisioning status
`Ctrl + Shift + S`	`Cmd + Shift + S`	View tenant settings
`Ctrl + Shift + U`	`Cmd + Shift + U`	Open user management for current tenant
`Ctrl + Shift + R`	`Cmd + Shift + R`	Open role management
`Ctrl + Shift + C`	`Cmd + Shift + C`	Open connector management

Platform Administration

Shortcut (Windows/Linux)	Shortcut (macOS)	Action
`Ctrl + Shift + A`	`Cmd + Shift + A`	Open audit log viewer
`Ctrl + Shift + B`	`Cmd + Shift + B`	Open billing overview
`Ctrl + Shift + F`	`Cmd + Shift + F`	Open feature flag management
`Ctrl + Shift + M`	`Cmd + Shift + M`	Open marketplace
`Ctrl + Shift + I`	`Cmd + Shift + I`	Open infrastructure status
`Ctrl + Shift + H`	`Cmd + Shift + H`	Open platform health dashboard

Data Plane UI Shortcuts

The Data Plane UI (port 3005) provides shortcuts for data plane service management.

Service Management

Shortcut (Windows/Linux)	Shortcut (macOS)	Action
`Ctrl + Shift + S`	`Cmd + Shift + S`	Open service registry
`Ctrl + Shift + D`	`Cmd + Shift + D`	Open service dependency graph
`Ctrl + Shift + H`	`Cmd + Shift + H`	Open service health matrix
`Ctrl + Shift + L`	`Cmd + Shift + L`	Open service logs (aggregated view)
`Ctrl + Shift + M`	`Cmd + Shift + M`	Open metrics explorer
`Ctrl + Shift + T`	`Cmd + Shift + T`	Open trace explorer
`Ctrl + R`	`Cmd + R`	Refresh service status

Accessibility Notes

All keyboard shortcuts are designed to work with screen readers and comply with WCAG 2.1 AA standards:

Focus management: Pressing Escape always returns focus to the main content area
Skip navigation: Tab key navigation follows a logical order through all interactive elements
Landmark regions: Each workbench uses ARIA landmarks (main, nav, aside, footer) for efficient screen reader navigation
Announcements: When a shortcut triggers an action, the result is announced via an ARIA live region
Visual indicators: All focused elements display a visible focus ring (minimum 2px contrast outline)
No timing dependencies: No shortcuts require rapid key sequences; all can be executed at any pace

High Contrast Mode

All workbenches support a high-contrast mode accessible via Ctrl + Shift + H (or Cmd + Shift + H) when activated from the accessibility settings panel. In high-contrast mode, all UI elements use a minimum contrast ratio of 7:1, exceeding WCAG AAA requirements.

Reduced Motion

Users who have enabled "Reduce Motion" in their operating system preferences will see simplified animations and transitions throughout all workbenches. Chart animations, panel transitions, and loading indicators are replaced with instant state changes.

Shortcut Cheat Sheet (Printable)

For quick reference, the most frequently used shortcuts across all workbenches:

Action	Windows/Linux	macOS
Command palette	`Ctrl + K`	`Cmd + K`
Save	`Ctrl + S`	`Cmd + S`
Undo	`Ctrl + Z`	`Cmd + Z`
Redo	`Ctrl + Shift + Z`	`Cmd + Shift + Z`
Find	`Ctrl + F`	`Cmd + F`
Toggle sidebar	`Ctrl + B`	`Cmd + B`
Run query / Send message	`Ctrl + Enter`	`Cmd + Enter`
New line (in chat)	`Shift + Enter`	`Shift + Enter`
Refresh data	`Ctrl + R`	`Cmd + R`
Close dialog	`Escape`	`Escape`
Shortcut help	`Ctrl + /`	`Cmd + /`
Settings	`Ctrl + ,`	`Cmd + ,`
Fullscreen	`F11`	`Ctrl + Cmd + F`
Help	`F1`	`F1`

This cheat sheet is also available as a downloadable PDF from the Help menu in any workbench application.

Environment Variables SDK Documentation