Patterns

BoundingBoxes + ViewportDimensions -> ViewportTransform

Calculate and apply scaling and translation transformations on a workspace matrix to fit the bounding rectangle of all elements within container view boundaries.

RelationshipConfig + ElementCoordinates -> ConnectorPath

Resolve visual connections dynamically between elements by targeting their unique DOM identifier attributes to compute relative coordinate vectors.

ComponentTemplate + NodeData -> RenderedNode

Delegate graph node visual rendering to user-defined component templates mapped dynamically to node state.

Map<EntityID, RelationshipYAML> -> GraphVisualizationData

Generate node-link architectural graphs directly from parsed domain, service, and message YAML frontmatter.

GraphJSON -> MermaidDiagram

Parse node topology from visual script JSON files and generate a hierarchical, categorized Mermaid diagram.

AgentToolCallPayload -> ClientUIComponent

Map structured tool call payloads emitted by an agent directly to registered client-side UI components at runtime.

ToolCallPayload + Registry -> ReactElement

Match LLM tool calls against a registry of React components to render interactive inline elements during streaming.

SDKHookState -> NormalizedChatRuntimeState

Adapt backend-specific streaming SDK hooks (e.g., Vercel AI SDK, LangGraph) into a normalized frontend chat state.

PythonState -> BoundUIWidget

Bind Python variables directly to UI element properties to automatically propagate state changes bidirectional between backend and frontend.

ToolResponse & Schema -> WidgetPayload

Map an LLM tool execution result directly to an interactive, schema-validated UI component configuration.

ROS2Subscription -> RxJSObservable

Wrap an asynchronous ROS 2 subscription callback into an RxJS Observable.

FieldDependencyMap + InputValues -> FieldVisibilityAndValidationState

Compute validation rules and visibility properties of dependent form fields dynamically based on upstream configuration values.

StructuredFlowGraph -> 2DCoordinatesMap

Position nodes automatically in 2D space based on structured control-flow primitives such as loops, branches, and sequences.

PhysicalSimulationState -> RenderSceneTransformSequence

Map rigid-body physics simulation keyframes from a physics engine to a high-fidelity rendering scene's object transforms.

Stream<GrayscalePixel>, RasterParameters -> VideoFrame

Wrap a continuous 1D pixel intensity stream into a 2D grid using configurable horizontal and vertical synchronization periods.

FixationMap -> SaliencyMap

Convolve discrete fixation points with a Gaussian kernel to produce a continuous spatial attention density map.

RawGazeSamples -> FixationMap

Filter and cluster raw gaze coordinate timeseries into discrete fixation points using spatial dispersion thresholds.

CameraFrame -> TotpUri

Scan a frame or static image containing a matrix barcode to extract a standardized TOTP setup URI.

AST -> DiagramSource

Convert an abstract syntax tree or execution path flowgraph into a standardized visual markup format like Graphviz or Mermaid.

UVEventFrame, AuxVisibleFrame -> CoRegisteredEventContext

Co-register wide-field ultra-high-speed UV detector matrices with narrow-band visible or near-infrared auxiliary cameras using spatial homography.

BatchedSimState -> BatchedImageObservation

Render camera views from a batch of parallelized simulation states concurrently in GPU memory to generate high-throughput visual observations.

Stream<IQData> -> Stream<FFTPowerFrames>

Compute fast Fourier transforms on incoming IQ blocks to continuously stream power spectral density bins for real-time waterfall graphics.