add cq tooling

2024-11-09 11:40:25 -05:00
parent 1541b63d85
commit ba0c279cbc
8 changed files with 1208 additions and 206 deletions
--- a/.gitignore
+++ b/.gitignore
@@ -1 +1,2 @@
-/.idea/
+/.idea/
+/node_modules/
--- a/.prettierrc
+++ b/.prettierrc
@@ -0,0 +1,32 @@
+{
+  "semi": true,
+  "singleQuote": true,
+  "trailingComma": "es5",
+  "tabWidth": 2,
+  "printWidth": 100,
+  "bracketSpacing": true,
+  "arrowParens": "avoid",
+  "endOfLine": "lf",
+  "jsxSingleQuote": false,
+  "quoteProps": "as-needed",
+  "bracketSameLine": false,
+  "proseWrap": "preserve",
+  "htmlWhitespaceSensitivity": "css",
+  "embeddedLanguageFormatting": "auto",
+  "singleAttributePerLine": false,
+  "overrides": [
+    {
+      "files": "*.md",
+      "options": {
+        "proseWrap": "always",
+        "printWidth": 80
+      }
+    },
+    {
+      "files": ["*.yml", "*.yaml"],
+      "options": {
+        "singleQuote": false
+      }
+    }
+  ]
+}
--- a/README.md
+++ b/README.md
@@ -1,7 +1,7 @@
 # workflow-function-manifold

-> A TypeScript/JavaScript library for building dynamic, LLM-driven workflows using a region-based execution model
-
+> A TypeScript/JavaScript library for building dynamic, LLM-driven workflows
+> using a region-based execution model

 ![License: MIT](https://img.shields.io/badge/License-MIT-green.svg)
 ![Node Version](https://img.shields.io/badge/node-%3E%3D%2014.0.0-brightgreen)
@@ -9,6 +9,7 @@
 CLI: `npx workflow-function-manifold`

 ## Table of Contents
+
 - [Overview](#overview)
 - [Installation](#installation)
 - [Quick Start](#quick-start)
@@ -24,6 +25,7 @@ CLI: `npx workflow-function-manifold`
 ## Overview

 `workflow-function-manifold` enables you to create dynamic workflows that:
+
 - Navigate between different execution regions based on LLM-interpreted intents.
 - Execute operations within regions based on state and context.
 - Maintain workflow state across operations.
@@ -64,11 +66,11 @@ npm install workflow-function-manifold
 ## Quick Start

 ```javascript
-import { 
-  WorkflowFunctionManifold, 
-  ManifoldRegion, 
-  WorkflowOperator, 
-  DummyLlmService 
+import {
+  WorkflowFunctionManifold,
+  ManifoldRegion,
+  WorkflowOperator,
+  DummyLlmService,
 } from 'workflow-function-manifold';

 // Initialize the manifold with an LLM service
@@ -76,7 +78,7 @@ const llm = new DummyLlmService();
 const manifold = new WorkflowFunctionManifold(llm);

 // Create an operator
-const analysisOperator = new WorkflowOperator('analysis', async (state) => {
+const analysisOperator = new WorkflowOperator('analysis', async state => {
  console.log('Analyzing data...');
  return { ...state, analyzed: true };
 });
@@ -86,13 +88,15 @@ const analysisRegion = new ManifoldRegion('analysis', [analysisOperator]);
 manifold.addRegion(analysisRegion);

 // Execute workflow
-await manifold.navigate('analyze the data');  // This navigates to the 'analysis' region
-await manifold.executeWorkflow('analyze the data');  // Executes the operator in the 'analysis' region
+await manifold.navigate('analyze the data'); // This navigates to the 'analysis' region
+await manifold.executeWorkflow('analyze the data'); // Executes the operator in the 'analysis' region

-console.log(manifold.state);  // { analyzed: true }
+console.log(manifold.state); // { analyzed: true }
 ```

-> **Note:** The `DummyLlmService` matches specific keywords in prompts. Ensure your prompts contain keywords like `'analyze'`, `'process'`, or `'transform'` for the default operators to function.
+> **Note:** The `DummyLlmService` matches specific keywords in prompts. Ensure
+> your prompts contain keywords like `'analyze'`, `'process'`, or `'transform'`
+> for the default operators to function.

 ## Core Components

@@ -115,7 +119,8 @@ await manifold.executeWorkflow(prompt);

 ### ManifoldRegion

-Represents a workflow region containing operators and connections to other regions.
+Represents a workflow region containing operators and connections to other
+regions.

 ```javascript
 const region = new ManifoldRegion('regionName', [operator1, operator2]);
@@ -132,7 +137,7 @@ region.addOperator(newOperator);
 Defines operations that can be executed within regions.

 ```javascript
-const operator = new WorkflowOperator('operatorName', async (state) => {
+const operator = new WorkflowOperator('operatorName', async state => {
  // Modify state
  return newState;
 });
@@ -158,13 +163,13 @@ async function createWorkflow() {
  const manifold = new WorkflowFunctionManifold(llm);

  // Create operators
-  const analysisOp = new WorkflowOperator('analysis', async (state) => {
+  const analysisOp = new WorkflowOperator('analysis', async state => {
    return { ...state, analyzed: true };
  });
-  const processingOp = new WorkflowOperator('processing', async (state) => {
+  const processingOp = new WorkflowOperator('processing', async state => {
    return { ...state, processed: true };
  });
-  const transformOp = new WorkflowOperator('transformation', async (state) => {
+  const transformOp = new WorkflowOperator('transformation', async state => {
    return { ...state, transformed: true };
  });

@@ -189,7 +194,7 @@ const manifold = await createWorkflow();
 const prompts = [
  'analyze the data',
  'process the results',
-  'transform the output'
+  'transform the output',
 ];

 for (const prompt of prompts) {
@@ -197,7 +202,7 @@ for (const prompt of prompts) {
  await manifold.executeWorkflow(prompt);
 }

-console.log(manifold.state);  // Final state after all operations
+console.log(manifold.state); // Final state after all operations
 ```

 ## API Reference
@@ -205,9 +210,11 @@ console.log(manifold.state);  // Final state after all operations
 ### WorkflowFunctionManifold

 #### Constructor
+
 - `constructor(llmService: LLMService)`

 #### Methods
+
 - `addRegion(region: ManifoldRegion): void`
 - `async navigate(prompt: string): Promise<boolean>`
 - `async executeWorkflow(prompt: string): Promise<boolean>`
@@ -215,9 +222,11 @@ console.log(manifold.state);  // Final state after all operations
 ### ManifoldRegion

 #### Constructor
+
 - `constructor(name: string, operators: WorkflowOperator[] = [])`

 #### Methods
+
 - `addOperator(operator: WorkflowOperator): void`
 - `connectTo(region: ManifoldRegion): void`
 - `async getValidOperators(state: any): Promise<WorkflowOperator[]>`
@@ -225,24 +234,27 @@ console.log(manifold.state);  // Final state after all operations
 ### WorkflowOperator

 #### Constructor
+
 - `constructor(name: string, operation: (state: any) => Promise<any>)`

 #### Methods
+
 - `async execute(state: any): Promise<any>`

 ## State Management

-The workflow maintains state across operations. Each operator can access and modify the state:
+The workflow maintains state across operations. Each operator can access and
+modify the state:

 ```javascript
-const operator = new WorkflowOperator('example', async (state) => {
+const operator = new WorkflowOperator('example', async state => {
  // Access existing state
  const { previousValue } = state;
-  
+
  // Return modified state
  return {
    ...state,
-    newValue: 'updated'
+    newValue: 'updated',
  };
 });
 ```
@@ -251,7 +263,9 @@ The updated state persists across operators and regions.

 ## LLM Integration

-The system uses LLM services for intent recognition. The default `DummyLlmService` provides basic intent matching, but you can implement your own LLM service:
+The system uses LLM services for intent recognition. The default
+`DummyLlmService` provides basic intent matching, but you can implement your own
+LLM service:

 ```javascript
 class CustomLLMService {
@@ -259,7 +273,7 @@ class CustomLLMService {
    // Implement custom LLM logic
    return {
      confidence: number,
-      action: string
+      action: string,
    };
  }
 }
@@ -267,21 +281,27 @@ class CustomLLMService {

 ## Error Handling

-This library includes basic error handling to ensure workflows run smoothly, even when unexpected issues arise.
+This library includes basic error handling to ensure workflows run smoothly,
+even when unexpected issues arise.

 ### Navigation Errors
+
 - If a prompt doesn't match a valid adjacent region:
-    - Logs a warning: `No valid region found for prompt: "<prompt>"`.
+  - Logs a warning: `No valid region found for prompt: "<prompt>"`.

 ### Operator Execution Errors
+
 - If no matching operator is found:
-    - Logs a warning: `No matching operator found for intent: <intent>`.
+  - Logs a warning: `No matching operator found for intent: <intent>`.

 ### LLM Query Errors
+
 - If issues arise during LLM queries:
-    - Logs an error: `Error during navigation for prompt "<prompt>": <error message>`.
+  - Logs an error:
+    `Error during navigation for prompt "<prompt>": <error message>`.

 ### Example Error Logging
+
 ```javascript
 try {
  await manifold.navigate('unknown command');
@@ -306,4 +326,4 @@ try {

 ## License

-MIT © 2024 Geoff Seemueller
+MIT © 2024 Geoff Seemueller
--- a/bin.js
+++ b/bin.js
@@ -1,62 +1,63 @@
 #!/usr/bin/env node

-import {DummyLlmService, ManifoldRegion, WorkflowFunctionManifold, WorkflowOperator} from "./lib.js";
+import {
+  DummyLlmService,
+  ManifoldRegion,
+  WorkflowFunctionManifold,
+  WorkflowOperator,
+} from './lib.js';

 async function demonstrateManifold() {
-    // Initialize services and manifold
-    const llm = new DummyLlmService();
-    const manifold = new WorkflowFunctionManifold(llm);
+  // Initialize services and manifold
+  const llm = new DummyLlmService();
+  const manifold = new WorkflowFunctionManifold(llm);

-    // Create operators
-    const dataAnalysisOp = new WorkflowOperator('analysis', async (state) => {
-        console.log('Performing data analysis...');
-        return { ...state, analyzed: true };
-    });
+  // Create operators
+  const dataAnalysisOp = new WorkflowOperator('analysis', async state => {
+    console.log('Performing data analysis...');
+    return { ...state, analyzed: true };
+  });

-    const dataProcessingOp = new WorkflowOperator('processing', async (state) => {
-        console.log('Processing data...');
-        return { ...state, processed: true };
-    });
+  const dataProcessingOp = new WorkflowOperator('processing', async state => {
+    console.log('Processing data...');
+    return { ...state, processed: true };
+  });

-    const dataTransformOp = new WorkflowOperator('transformation', async (state) => {
-        console.log('Transforming data...');
-        return { ...state, transformed: true };
-    });
+  const dataTransformOp = new WorkflowOperator('transformation', async state => {
+    console.log('Transforming data...');
+    return { ...state, transformed: true };
+  });

-    // Create regions
-    const analysisRegion = new ManifoldRegion('analysis', [dataAnalysisOp]);
-    const processingRegion = new ManifoldRegion('processing', [dataProcessingOp]);
-    const transformationRegion = new ManifoldRegion('transformation', [dataTransformOp]);
+  // Create regions
+  const analysisRegion = new ManifoldRegion('analysis', [dataAnalysisOp]);
+  const processingRegion = new ManifoldRegion('processing', [dataProcessingOp]);
+  const transformationRegion = new ManifoldRegion('transformation', [dataTransformOp]);

-    // Connect regions
-    analysisRegion.connectTo(processingRegion);
-    processingRegion.connectTo(transformationRegion);
+  // Connect regions
+  analysisRegion.connectTo(processingRegion);
+  processingRegion.connectTo(transformationRegion);

-    // Add regions to manifold
-    manifold.addRegion(analysisRegion);
-    manifold.addRegion(processingRegion);
-    manifold.addRegion(transformationRegion);
+  // Add regions to manifold
+  manifold.addRegion(analysisRegion);
+  manifold.addRegion(processingRegion);
+  manifold.addRegion(transformationRegion);

-    // Demonstrate workflow execution
-    console.log('Starting workflow demonstration...');
+  // Demonstrate workflow execution
+  console.log('Starting workflow demonstration...');

-    const prompts = [
-        'analyze the data',
-        'process the results',
-        'transform the output'
-    ];
+  const prompts = ['analyze the data', 'process the results', 'transform the output'];

-    for (const prompt of prompts) {
-        console.log(`\nExecuting prompt: "${prompt}"`);
-        await manifold.navigate(prompt);
-        const executed = await manifold.executeWorkflow(prompt);
-        console.log(`Current state:`, manifold.state);
-        console.log(`Current region: ${manifold.currentRegion.name}`);
-        console.log(`Operation executed: ${executed}`);
-    }
+  for (const prompt of prompts) {
+    console.log(`\nExecuting prompt: "${prompt}"`);
+    await manifold.navigate(prompt);
+    const executed = await manifold.executeWorkflow(prompt);
+    console.log('Current state:', manifold.state);
+    console.log(`Current region: ${manifold.currentRegion.name}`);
+    console.log(`Operation executed: ${executed}`);
+  }
 }

 // Run the demonstration
 demonstrateManifold().catch(console.error);

-export {}
+export {};
--- a/eslint.config.js
+++ b/eslint.config.js
@@ -0,0 +1,74 @@
+import globals from 'globals';
+import js from '@eslint/js';
+
+/** @type {import('eslint').Linter.Config[]} */
+export default [
+  {
+    ignores: ['dist/**', 'node_modules/**', '*.min.js', '*.d.ts'],
+  },
+  {
+    languageOptions: {
+      ecmaVersion: 2024,
+      sourceType: 'module',
+      globals: {
+        ...globals.node,
+        ...globals.browser,
+      },
+    },
+    linterOptions: {
+      reportUnusedDisableDirectives: true,
+    },
+    rules: {
+      ...js.configs.recommended.rules,
+      'no-console': process.env.NODE_ENV === 'production' ? 'warn' : 'off',
+      'no-debugger': process.env.NODE_ENV === 'production' ? 'error' : 'off',
+      'no-unused-vars': ['error', { argsIgnorePattern: '^_' }],
+      'no-constant-condition': ['error', { checkLoops: false }],
+      'no-multiple-empty-lines': ['error', { max: 1, maxEOF: 0 }],
+      quotes: ['error', 'single', { avoidEscape: true }],
+      semi: ['error', 'always'],
+      indent: ['error', 2, { SwitchCase: 1 }],
+      'comma-dangle': ['error', 'always-multiline'],
+      'arrow-parens': ['error', 'as-needed'], // Changed from 'avoid' to 'as-needed'
+      'object-curly-spacing': ['error', 'always'],
+      'array-bracket-spacing': ['error', 'never'],
+      'space-before-function-paren': [
+        'error',
+        {
+          anonymous: 'never',
+          named: 'never',
+          asyncArrow: 'always',
+        },
+      ],
+      'no-trailing-spaces': 'error',
+      'eol-last': ['error', 'always'],
+      'prefer-const': 'error',
+      'no-var': 'error',
+      eqeqeq: ['error', 'always'],
+      curly: ['error', 'all'],
+      'brace-style': ['error', '1tbs', { allowSingleLine: false }],
+      'keyword-spacing': ['error', { before: true, after: true }],
+      'space-infix-ops': 'error',
+      'comma-spacing': ['error', { before: false, after: true }],
+      'no-multi-spaces': 'error',
+      'no-irregular-whitespace': 'error',
+      'no-mixed-spaces-and-tabs': 'error',
+      'no-else-return': 'error',
+    },
+  },
+  {
+    files: ['src/TokenCleaner.js'],
+    rules: {
+      'no-useless-escape': 'off',
+    },
+  },
+  {
+    files: ['**/*.test.js', '**/*.spec.js'],
+
+    languageOptions: {
+      globals: {
+        ...globals.jest,
+      },
+    },
+  },
+];
--- a/lib.js
+++ b/lib.js
@@ -3,23 +3,24 @@
 * Simulates a Large Language Model (LLM) service for intent detection.
 */
 export class DummyLlmService {
-    /**
-     * Queries the simulated LLM with a prompt.
-     * @param {string} prompt - The input prompt to query the LLM.
-     * @returns {Promise<{confidence: number, action: string}>} - The detected intent with confidence and action.
-     */
-    async query(prompt) {
-        const intents = {
-            'analyze': { confidence: 0.9, action: 'analysis' },
-            'process': { confidence: 0.8, action: 'processing' },
-            'transform': { confidence: 0.7, action: 'transformation' }
-        };
+  /**
+   * Queries the simulated LLM with a prompt.
+   * @param {string} prompt - The input prompt to query the LLM.
+   * @returns {Promise<{confidence: number, action: string}>} - The detected intent with confidence and action.
+   */
+  async query(prompt) {
+    const intents = {
+      analyze: { confidence: 0.9, action: 'analysis' },
+      process: { confidence: 0.8, action: 'processing' },
+      transform: { confidence: 0.7, action: 'transformation' },
+    };

-        const matchedIntent = Object.entries(intents)
-            .find(([key]) => prompt.toLowerCase().includes(key));
+    const matchedIntent = Object.entries(intents).find(([key]) =>
+      prompt.toLowerCase().includes(key),
+    );

-        return matchedIntent ? matchedIntent[1] : { confidence: 0.1, action: 'unknown' };
-    }
+    return matchedIntent ? matchedIntent[1] : { confidence: 0.1, action: 'unknown' };
+  }
 }

 // Interface for workflow operators
@@ -27,24 +28,24 @@ export class DummyLlmService {
 * Represents a workflow operator responsible for performing a specific operation.
 */
 export class WorkflowOperator {
-    /**
-     * Creates an instance of WorkflowOperator.
-     * @param {string} name - The name of the operator.
-     * @param {function(object): Promise<object>} operation - The operation function executed by the operator.
-     */
-    constructor(name, operation) {
-        this.name = name;
-        this.operation = operation;
-    }
+  /**
+   * Creates an instance of WorkflowOperator.
+   * @param {string} name - The name of the operator.
+   * @param {function(object): Promise<object>} operation - The operation function executed by the operator.
+   */
+  constructor(name, operation) {
+    this.name = name;
+    this.operation = operation;
+  }

-    /**
-     * Executes the operator's operation with the given state.
-     * @param {object} state - The current state to be processed.
-     * @returns {Promise<object>} - The updated state after the operation.
-     */
-    async execute(state) {
-        return await this.operation(state);
-    }
+  /**
+   * Executes the operator's operation with the given state.
+   * @param {object} state - The current state to be processed.
+   * @returns {Promise<object>} - The updated state after the operation.
+   */
+  async execute(state) {
+    return await this.operation(state);
+  }
 }

 // Interface for manifold regions
@@ -52,42 +53,42 @@ export class WorkflowOperator {
 * Represents a region within the manifold, containing workflow operators.
 */
 export class ManifoldRegion {
-    /**
-     * Creates an instance of ManifoldRegion.
-     * @param {string} name - The name of the region.
-     * @param {WorkflowOperator[]} [operators=[]] - The operators available in this region.
-     */
-    constructor(name, operators = []) {
-        this.name = name;
-        this.operators = operators;
-        this.adjacentRegions = new Set();
-    }
+  /**
+   * Creates an instance of ManifoldRegion.
+   * @param {string} name - The name of the region.
+   * @param {WorkflowOperator[]} [operators=[]] - The operators available in this region.
+   */
+  constructor(name, operators = []) {
+    this.name = name;
+    this.operators = operators;
+    this.adjacentRegions = new Set();
+  }

-    /**
-     * Adds an operator to the region.
-     * @param {WorkflowOperator} operator - The operator to be added.
-     */
-    addOperator(operator) {
-        this.operators.push(operator);
-    }
+  /**
+   * Adds an operator to the region.
+   * @param {WorkflowOperator} operator - The operator to be added.
+   */
+  addOperator(operator) {
+    this.operators.push(operator);
+  }

-    /**
-     * Establishes a connection to another region.
-     * @param {ManifoldRegion} region - The region to connect to.
-     */
-    connectTo(region) {
-        this.adjacentRegions.add(region);
-        region.adjacentRegions.add(this);
-    }
+  /**
+   * Establishes a connection to another region.
+   * @param {ManifoldRegion} region - The region to connect to.
+   */
+  connectTo(region) {
+    this.adjacentRegions.add(region);
+    region.adjacentRegions.add(this);
+  }

-    /**
-     * Retrieves valid operators for the given state.
-     * @param {object} state - The current state.
-     * @returns {Promise<WorkflowOperator[]>} - The list of valid operators.
-     */
-    async getValidOperators(state) {
-        return this.operators;
-    }
+  /**
+   * Retrieves valid operators for the given state.
+   * @param {object} _state - The current state.
+   * @returns {Promise<WorkflowOperator[]>} - The list of valid operators.
+   */
+  async getValidOperators(_state) {
+    return this.operators;
+  }
 }

 // Main manifold implementation
@@ -95,75 +96,74 @@ export class ManifoldRegion {
 * Represents the workflow function manifold managing regions and state transitions.
 */
 export class WorkflowFunctionManifold {
-    /**
-     * Creates an instance of WorkflowFunctionManifold.
-     * @param {DummyLlmService} llmService - The LLM service used for intent detection.
-     */
-    constructor(llmService) {
-        this.llmService = llmService;
-        this.regions = new Map();
-        this.currentRegion = null;
-        this.state = {};
+  /**
+   * Creates an instance of WorkflowFunctionManifold.
+   * @param {DummyLlmService} llmService - The LLM service used for intent detection.
+   */
+  constructor(llmService) {
+    this.llmService = llmService;
+    this.regions = new Map();
+    this.currentRegion = null;
+    this.state = {};
+  }
+
+  /**
+   * Adds a region to the manifold.
+   * @param {ManifoldRegion} region - The region to be added.
+   */
+  addRegion(region) {
+    this.regions.set(region.name, region);
+    if (!this.currentRegion) {
+      this.currentRegion = region;
    }
+  }

-    /**
-     * Adds a region to the manifold.
-     * @param {ManifoldRegion} region - The region to be added.
-     */
-    addRegion(region) {
-        this.regions.set(region.name, region);
-        if (!this.currentRegion) {
-            this.currentRegion = region;
-        }
+  /**
+   * Navigates to the next region based on the provided prompt.
+   * @param {string} prompt - The input prompt for intent matching.
+   * @returns {Promise<boolean>} - Whether navigation was successful.
+   */
+  async navigate(prompt) {
+    try {
+      const intent = await this.llmService.query(prompt);
+
+      const nextRegion = Array.from(this.currentRegion.adjacentRegions).find(region =>
+        region.name.toLowerCase().includes(intent.action),
+      );
+
+      if (nextRegion && intent.confidence > 0.5) {
+        this.currentRegion = nextRegion;
+        return true;
+      }
+      console.warn(`No valid region found for prompt: "${prompt}"`);
+      return false;
+    } catch (error) {
+      console.error(`Error during navigation for prompt "${prompt}":`, error);
+      return false;
    }
+  }

-    /**
-     * Navigates to the next region based on the provided prompt.
-     * @param {string} prompt - The input prompt for intent matching.
-     * @returns {Promise<boolean>} - Whether navigation was successful.
-     */
-    async navigate(prompt) {
-        try {
-            const intent = await this.llmService.query(prompt);
+  /**
+   * Executes the workflow based on the current region and provided prompt.
+   * @param {string} prompt - The input prompt for intent matching.
+   * @returns {Promise<boolean>} - Whether the workflow execution was successful.
+   */
+  async executeWorkflow(prompt) {
+    try {
+      const operators = await this.currentRegion.getValidOperators(this.state);
+      const intent = await this.llmService.query(prompt);

-            const nextRegion = Array.from(this.currentRegion.adjacentRegions)
-                .find(region => region.name.toLowerCase().includes(intent.action));
+      const matchedOperator = operators.find(op => op.name.toLowerCase().includes(intent.action));

-            if (nextRegion && intent.confidence > 0.5) {
-                this.currentRegion = nextRegion;
-                return true;
-            } else {
-                console.warn(`No valid region found for prompt: "${prompt}"`);
-                return false;
-            }
-        } catch (error) {
-            console.error(`Error during navigation for prompt "${prompt}":`, error);
-            return false;
-        }
-    }
-
-    /**
-     * Executes the workflow based on the current region and provided prompt.
-     * @param {string} prompt - The input prompt for intent matching.
-     * @returns {Promise<boolean>} - Whether the workflow execution was successful.
-     */
-    async executeWorkflow(prompt) {
-        try {
-            const operators = await this.currentRegion.getValidOperators(this.state);
-            const intent = await this.llmService.query(prompt);
-
-            const matchedOperator = operators.find(op => op.name.toLowerCase().includes(intent.action));
-
-            if (matchedOperator) {
-                this.state = await matchedOperator.execute(this.state);
-                return true;
-            } else {
-                console.warn(`No matching operator found for intent: ${intent.action}`);
-                return false;
-            }
-        } catch (error) {
-            console.error(`Error during workflow execution for prompt "${prompt}":`, error);
-            return false;
-        }
+      if (matchedOperator) {
+        this.state = await matchedOperator.execute(this.state);
+        return true;
+      }
+      console.warn(`No matching operator found for intent: ${intent.action}`);
+      return false;
+    } catch (error) {
+      console.error(`Error during workflow execution for prompt "${prompt}":`, error);
+      return false;
    }
+  }
 }
--- a/package.json
+++ b/package.json
@@ -8,9 +8,19 @@
  },
  "scripts": {
    "start": "node index.js",
-    "test": "echo \"Error: no test specified\" && exit 1"
+    "test": "echo \"Error: no test specified\" && exit 1",
+    "lint": "eslint . --ext .js,.jsx,.ts,.tsx",
+    "lint:fix": "eslint . --fix",
+    "format": "prettier --write \"**/*.{js,jsx,ts,tsx,json,md,yml,yaml}\"",
+    "fix": "pnpm format && pnpm lint:fix"
  },
  "keywords": [],
  "author": "geoffsee",
-  "license": "MIT"
+  "license": "MIT",
+  "devDependencies": {
+    "@eslint/js": "^9.14.0",
+    "eslint": "^9.14.0",
+    "globals": "^15.12.0",
+    "prettier": "^3.3.3"
+  }
 }
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -0,0 +1,864 @@
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+
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+  excludeLinksFromLockfile: false
+
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