Class StatsAnalysisTool

Namespace: LMKit.Agents.Tools.BuiltIn.Numeric

Assembly: LM-Kit.NET.dll

Performs statistical analysis on numeric data.

Supports correlation, linear regression, z-score calculation, and normalization.

public sealed class StatsAnalysisTool : IBuiltInTool, ITool, IToolMetadata

Inheritance: object

StatsAnalysisTool

Implements: IBuiltInTool

ITool

IToolMetadata

Inherited Members: object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.ReferenceEquals(object, object)

object.ToString()

Examples

var tool = new StatsAnalysisTool();
registry.Register(tool);

// Agent can now: compute correlation, regression, z-scores, normalize data

Constructors

StatsAnalysisTool(): Initializes a new instance with default settings.

Properties

Description: Gets a concise description of what the tool does.

InputSchema: Gets the JSON Schema defining the expected input arguments.

Name: Gets the stable, unique identifier for this tool.

Methods

InvokeAsync(string, CancellationToken): Executes the tool with the specified JSON arguments.