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@agentforge/testing

Testing utilities for TypeScript AI agents, including mock LLMs, mock tools, state builders, fixtures, and workflow assertions.

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@agentforge/testing

Testing utilities and helpers for the AgentForge framework

npm version TypeScript License

🎉 Status: Production Ready & Published

Complete testing toolkit | Full TypeScript support | Comprehensive documentation

📦 Installation

npm install --save-dev @agentforge/testing
# or
pnpm add -D @agentforge/testing
# or
yarn add -D @agentforge/testing

✨ Features

  • 🎭 Mock Factories - Create mock LLMs, tools, and states for testing
  • 🔧 Test Helpers - Assertion helpers and state builders
  • 📦 Fixtures - Pre-built sample agents, tools, and conversations
  • 🏃 Test Runners - Agent test runner and conversation simulator
  • 📸 Snapshot Testing - State and message snapshot utilities
  • Full TypeScript - Complete type safety and inference
  • 🧪 Vitest Integration - Works seamlessly with Vitest

Quick Start

import { describe, it, expect } from 'vitest';
import {
  createMockLLM,
  createMockTool,
  createStateBuilder,
  createAgentTestRunner,
  assertMessageContains,
} from '@agentforge/testing';

describe('My Agent', () => {
  it('should respond to greetings', async () => {
    // Create mock LLM
    const llm = createMockLLM({
      responses: ['Hello! How can I help you?']
    });
    
    // Create test state
    const state = createStateBuilder()
      .addHumanMessage('Hi')
      .build();
    
    // Run agent
    const runner = createAgentTestRunner(agent);
    const result = await runner.run(state);
    
    // Assert
    expect(result.passed).toBe(true);
    assertMessageContains(result.messages, 'Hello');
  });
});

Mock Factories

Mock LLM

Create mock language models for testing:

import { createMockLLM, createEchoLLM, createErrorLLM } from '@agentforge/testing';

// Basic mock with predefined responses
const llm = createMockLLM({
  responses: ['Response 1', 'Response 2']
});

// Echo LLM (echoes input)
const echoLLM = createEchoLLM();

// Error LLM (always throws)
const errorLLM = createErrorLLM('Custom error message');

// Custom response generator
const customLLM = createMockLLM({
  responseGenerator: (messages) => {
    const lastMsg = messages[messages.length - 1];
    return `You said: ${lastMsg.content}`;
  }
});

Mock Tools

Create mock tools for testing:

import { createMockTool, createEchoTool, createCalculatorTool } from '@agentforge/testing';
import { z } from 'zod';

// Basic mock tool
const tool = createMockTool({
  name: 'my_tool',
  schema: z.object({ input: z.string() }),
  implementation: async ({ input }) => `Processed: ${input}`
});

// Echo tool
const echoTool = createEchoTool();

// Calculator tool
const calcTool = createCalculatorTool();

Test Helpers

State Builder

Build test states easily:

import { createStateBuilder } from '@agentforge/testing';

const state = createStateBuilder()
  .addHumanMessage('Hello')
  .addAIMessage('Hi there!')
  .set('customField', 'value')
  .build();

Assertions

Helpful assertion functions:

import {
  assertMessageContains,
  assertLastMessageContains,
  assertToolCalled,
  assertCompletesWithin,
} from '@agentforge/testing';

// Assert message contains text
assertMessageContains(messages, 'hello');

// Assert last message contains text
assertLastMessageContains(messages, 'goodbye');

// Assert tool was called
assertToolCalled(toolCalls, 'calculator', { operation: 'add' });

// Assert completes within time
await assertCompletesWithin(async () => {
  await agent.invoke(input);
}, 1000);

Fixtures

Pre-built test data:

import {
  simpleGreeting,
  multiTurnConversation,
  sampleTools,
  calculatorTool,
} from '@agentforge/testing';

// Use sample conversations
const messages = simpleGreeting;

// Use sample tools
const tools = sampleTools;

Test Runners

Agent Test Runner

Run integration tests on agents:

import { createAgentTestRunner } from '@agentforge/testing';

const runner = createAgentTestRunner(agent, {
  timeout: 5000,
  captureSteps: true,
  validateState: true,
});

const result = await runner.run({ messages: [new HumanMessage('Test')] });

expect(result.passed).toBe(true);
expect(result.executionTime).toBeLessThan(5000);

Conversation Simulator

Simulate multi-turn conversations:

import { createConversationSimulator } from '@agentforge/testing';

const simulator = createConversationSimulator(agent, {
  maxTurns: 5,
  verbose: true,
  stopCondition: (messages) => {
    const lastMsg = messages[messages.length - 1];
    return lastMsg.content.includes('goodbye');
  }
});

const result = await simulator.simulate([
  'Hello',
  'What can you do?',
  'Help me with a task'
]);

expect(result.completed).toBe(true);
expect(result.turns).toBe(3);

Snapshot Testing

Create and compare state snapshots:

import {
  createSnapshot,
  assertMatchesSnapshot,
  compareStates,
  createStateDiff,
} from '@agentforge/testing';

// Create snapshot
const snapshot = createSnapshot(state, {
  normalizeTimestamps: true,
  normalizeIds: true,
  excludeFields: ['_internal']
});

// Assert matches snapshot
assertMatchesSnapshot(state);

// Compare states
const isEqual = compareStates(state1, state2);

// Create diff
const diff = createStateDiff(stateBefore, stateAfter);
console.log(diff.changed); // { field: { from: 'old', to: 'new' } }

Complete Example

import { describe, it, expect } from 'vitest';
import {
  createMockLLM,
  createMockTool,
  createStateBuilder,
  createAgentTestRunner,
  createConversationSimulator,
  assertMessageContains,
  assertToolCalled,
  assertMatchesSnapshot,
} from '@agentforge/testing';
import { createReActAgent } from '@agentforge/patterns';

describe('ReAct Agent Integration Tests', () => {
  const llm = createMockLLM({
    responses: [
      'I need to use the calculator tool.',
      'The result is 4.'
    ]
  });

  const calculatorTool = createMockTool({
    name: 'calculator',
    implementation: async ({ operation, a, b }) => {
      if (operation === 'add') return `${a + b}`;
      return '0';
    }
  });

  const agent = createReActAgent({
    llm,
    tools: [calculatorTool],
  });

  it('should use tools to solve problems', async () => {
    const runner = createAgentTestRunner(agent, {
      timeout: 5000,
      captureSteps: true
    });

    const state = createStateBuilder()
      .addHumanMessage('What is 2 + 2?')
      .build();

    const result = await runner.run(state);

    expect(result.passed).toBe(true);
    assertMessageContains(result.messages, 'calculator');
    assertToolCalled(result.finalState.toolCalls, 'calculator');
  });

  it('should handle multi-turn conversations', async () => {
    const simulator = createConversationSimulator(agent, {
      maxTurns: 3,
      verbose: false
    });

    const result = await simulator.simulate([
      'Hello',
      'Calculate 5 + 3',
      'Thank you'
    ]);

    expect(result.completed).toBe(true);
    expect(result.turns).toBe(3);
    assertMatchesSnapshot(result.messages);
  });
});

API Reference

Mocks

  • createMockLLM(config?) - Create a mock LLM
  • createEchoLLM() - Create an echo LLM
  • createErrorLLM(message?) - Create an error LLM
  • createMockTool(config?) - Create a mock tool
  • createEchoTool(name?) - Create an echo tool
  • createCalculatorTool() - Create a calculator tool

Helpers

  • createStateBuilder() - Create a state builder
  • createConversationState(messages) - Create conversation state
  • createReActState(config?) - Create ReAct agent state
  • createPlanningState(config?) - Create planning agent state

Assertions

  • assertMessageContains(messages, content) - Assert message contains text
  • assertLastMessageContains(messages, content) - Assert last message contains text
  • assertToolCalled(toolCalls, name, args?) - Assert tool was called
  • assertCompletesWithin(fn, maxMs) - Assert completes within time
  • assertStateHasFields(state, fields) - Assert state has fields
  • assertMatchesSnapshot(state, config?) - Assert matches snapshot

Runners

  • createAgentTestRunner(agent, config?) - Create agent test runner
  • createConversationSimulator(agent, config?) - Create conversation simulator

Fixtures

  • simpleGreeting - Simple greeting conversation
  • multiTurnConversation - Multi-turn conversation
  • sampleTools - Array of sample tools
  • calculatorTool - Calculator tool
  • searchTool - Search tool

📖 Documentation

License

MIT © 2026 Tom Van Schoor

Keywords

agent-testing

FAQs

Package last updated on 09 Apr 2026

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