Patterns

ARFrame -> AnchorState

Bind transient physical tracking anchors from an AR subsystem to declarative state variables to dynamically mount or unmount 3D scene nodes.

TargetedDOMNode -> UIComponentSpec

Extract clean HTML DOM subtrees, calculated bounding boxes, and computed CSS variables from an element to reconstruct it as a modular component.

BrowserRuntimeState -> PromptContext

Inject live browser console logs and debugger stack traces into an LLM context window to guide troubleshooting.

UserQuery -> MCPToolPayload

Expose catalog schema registry queries as callable tools via the Model Context Protocol.

UserFeedback + BasePrompt -> AugmentedPrompt

Augment prompt payloads dynamically by aggregating preceding interaction feedback into the agent's context window.

WebpageViewport -> AnnotatedScreenshotImage

Render a screenshot of a webpage viewport with visual, numbered bounding box label overlays on top of interactive elements.

WebpageDOM -> AccessibilityTree<ReferenceID>

Extract a webpage's accessibility tree, mapping interactive elements to short reference IDs for AI agent consumption.

MCPSession -> List<OpenAITool>

Load tool schemas from an active Model Context Protocol (MCP) session and format them as standard OpenAI tool definitions.

HostState -> ReactContext<WidgetProperties>

Expose host execution environment parameters (such as theme modes and loading states) to sandboxed client-side components.

DirectoryPath -> RegistryMap<WidgetName, WidgetMetadata>

Scan and automatically register interactive UI components and their validation metadata from a structured directory path.

ModelPath, HardwareConfig -> InferenceSession

Initialize an inference session configured with platform-specific execution providers (like Hexagon HTP or QNN) to target optimized execution units.

UserQuery -> ContextualResponse

Retrieve relevant source text snippets using vector search and inject them into an LLM context window to answer user queries with reference citations.

TopicStream -> TelemetryStateDocument

Subscribe to high-frequency robotics telemetry topics over a bridge and transform buffered updates into state representations accessible to LLM contexts.

(FilePath, WindowOffset, WindowSize) -> (FileLinesSlice, NextScrollOffset)

Render a limited, scrollable slice of code lines to prevent context window saturation while allowing navigation.

TemplateIdentifier + TemplateVariables -> CompiledPrompt

Retrieve a version-locked template from a registry, parse its parameters, and interpolate runtime variables.

JSONL_EvaluationLogs -> WebUIState

Expose an interactive local web interface to parse, render, and filter multimodal reasoning steps and image contexts stored in batch outputs.

Query -> RetrievalResults

Classify incoming queries to dynamically route them to the most effective search strategy (e.g. vector search, graph traversal, or hybrid).

ContextRequest -> ContextPayload

Query and aggregate real-time workspace data from multiple external context providers to populate an LLM context window.

SourceCodeFiles -> AgentSkills

Parse raw files, inline functions, and external class libraries to dynamically discover, generate, and register functional tool schemas for an agent.

YamlConfig -> Agent

Instantiate a stateful AI agent, including its identity and system instructions, from a declarative YAML configuration file.

Tuple<Query, EntityRelationGraph> -> LocalizedQueryContext

Retrieve query-relevant entities and their immediate neighborhood of relationships, text chunks, and community summaries to build an augmented LLM context.

(DatasetPointer, TemplateYAML) -> ExecutableSuite

Stitch static datasets with template YAML configurations to instantiate concrete test cases without writing custom evaluation scripts.