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N8n Integration Testing Patterns

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n8n-integration-testing-patterns

API contract testing, authentication flows, rate limit handling, and error scenario coverage for n8n integrations with external services. Use when testing n8n node integrations.

Overview

Publisherproffesor-for-testing
Repositoryagentic-qe
Skill namen8n-integration-testing-patterns
Stars
480
Forks
92
Bundled files
3
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 3 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by proffesor-for-testing on GitHub. Read the source before you install it.

Installation

Install the N8n Integration Testing Patterns AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/proffesor-for-testing/agentic-qe.git /tmp/agentic-qe
mkdir -p .claude/skills
cp -r /tmp/agentic-qe/assets/skills/n8n-integration-testing-patterns .claude/skills/n8n-integration-testing-patterns
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable N8n Integration Testing Patterns in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads N8n Integration Testing Patterns on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so N8n Integration Testing Patterns is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

n8n Integration Testing Patterns

<default_to_action> When testing n8n integrations:

  1. VERIFY connectivity and authentication
  2. TEST all configured operations
  3. VALIDATE API response handling
  4. CHECK rate limit behavior
  5. CONFIRM error handling works

Quick Integration Checklist:

  • Credentials valid and not expired
  • API permissions sufficient for operations
  • Rate limits understood and respected
  • Error responses properly handled
  • Data formats match API expectations

Critical Success Factors:

  • Test in isolation before workflow integration
  • Verify OAuth token refresh works
  • Check API version compatibility
  • Monitor rate limit headers </default_to_action>

Quick Reference Card

Common n8n Integrations

CategoryServicesAuth Type
CommunicationSlack, Teams, DiscordOAuth2, Webhook
Data StorageGoogle Sheets, AirtableOAuth2, API Key
CRMSalesforce, HubSpotOAuth2
Dev ToolsGitHub, Jira, LinearOAuth2, API Key
MarketingMailchimp, SendGridAPI Key

Authentication Types

TypeSetupRefresh
OAuth2User authorization flowAutomatic token refresh
API KeyManual key entryManual rotation
Basic AuthUsername/passwordNo refresh needed
Header AuthCustom headerManual rotation

Connectivity Testing

typescript
// Test integration connectivity
async function testIntegrationConnectivity(nodeName: string): Promise<ConnectivityResult> {
  const node = await getNodeConfig(nodeName);

  // Check credential exists
  if (!node.credentials) {
    return { connected: false, error: 'No credentials configured' };
  }

  // Test based on integration type
  switch (getIntegrationType(node.type)) {
    case 'slack':
      return await testSlackConnectivity(node.credentials);
    case 'google-sheets':
      return await testGoogleSheetsConnectivity(node.credentials);
    case 'jira':
      return await testJiraConnectivity(node.credentials);
    case 'github':
      return await testGitHubConnectivity(node.credentials);
    default:
      return await testGenericAPIConnectivity(node);
  }
}

// Slack connectivity test
async function testSlackConnectivity(credentials: any): Promise<ConnectivityResult> {
  try {
    const response = await fetch('https://slack.com/api/auth.test', {
      headers: { 'Authorization': `Bearer ${credentials.accessToken}` }
    });
    const data = await response.json();

    return {
      connected: data.ok,
      workspace: data.team,
      user: data.user,
      scopes: data.response_metadata?.scopes || []
    };
  } catch (error) {
    return { connected: false, error: error.message };
  }
}

// Google Sheets connectivity test
async function testGoogleSheetsConnectivity(credentials: any): Promise<ConnectivityResult> {
  try {
    const response = await fetch('https://www.googleapis.com/drive/v3/about?fields=user', {
      headers: { 'Authorization': `Bearer ${credentials.accessToken}` }
    });

    if (response.status === 401) {
      // Try refresh
      const refreshed = await refreshOAuthToken(credentials);
      if (refreshed) {
        return testGoogleSheetsConnectivity({ ...credentials, accessToken: refreshed });
      }
      return { connected: false, error: 'Token expired, refresh failed' };
    }

    const data = await response.json();
    return { connected: true, user: data.user };
  } catch (error) {
    return { connected: false, error: error.message };
  }
}

API Operation Testing

typescript
// Test integration operations
async function testIntegrationOperations(nodeName: string): Promise<OperationResult[]> {
  const node = await getNodeConfig(nodeName);
  const operations = getNodeOperations(node.type);
  const results: OperationResult[] = [];

  for (const operation of operations) {
    const testData = generateTestData(node.type, operation);

    try {
      const startTime = Date.now();
      const response = await executeOperation(node, operation, testData);

      results.push({
        operation,
        success: true,
        responseTime: Date.now() - startTime,
        responseStatus: response.status,
        dataValid: validateResponseData(response.data, operation)
      });
    } catch (error) {
      results.push({
        operation,
        success: false,
        error: error.message,
        errorType: classifyError(error)
      });
    }
  }

  return results;
}

// Generate test data for operations
function generateTestData(nodeType: string, operation: string): any {
  const testDataMap = {
    'slack': {
      'postMessage': {
        channel: 'C123456',
        text: 'Test message from n8n integration test'
      },
      'uploadFile': {
        channels: 'C123456',
        content: 'Test file content',
        filename: 'test.txt'
      }
    },
    'google-sheets': {
      'appendData': {
        spreadsheetId: 'test-spreadsheet-id',
        range: 'Sheet1!A:Z',
        values: [['Test', 'Data', new Date().toISOString()]]
      },
      'readRows': {
        spreadsheetId: 'test-spreadsheet-id',
        range: 'Sheet1!A1:Z10'
      }
    },
    'jira': {
      'createIssue': {
        project: 'TEST',
        issueType: 'Task',
        summary: 'Test issue from n8n',
        description: 'Created by integration test'
      },
      'updateIssue': {
        issueKey: 'TEST-1',
        fields: { summary: 'Updated by n8n test' }
      }
    }
  };

  return testDataMap[nodeType]?.[operation] || {};
}

Authentication Testing

OAuth2 Flow Testing

typescript
// Test OAuth2 authentication
async function testOAuth2Authentication(credentials: any): Promise<OAuth2Result> {
  const result: OAuth2Result = {
    tokenValid: false,
    refreshWorking: false,
    scopes: [],
    expiresIn: 0
  };

  // Test current token
  const tokenTest = await testAccessToken(credentials.accessToken);
  result.tokenValid = tokenTest.valid;
  result.scopes = tokenTest.scopes;

  // Check expiration
  if (credentials.expiresAt) {
    result.expiresIn = new Date(credentials.expiresAt).getTime() - Date.now();
    result.expiresSoon = result.expiresIn < 3600000; // Less than 1 hour
  }

  // Test refresh token
  if (credentials.refreshToken) {
    try {
      const newToken = await refreshOAuthToken(credentials);
      result.refreshWorking = !!newToken;
    } catch (error) {
      result.refreshError = error.message;
    }
  }

  return result;
}

// Test required scopes
async function testRequiredScopes(credentials: any, requiredScopes: string[]): Promise<ScopeResult> {
  const currentScopes = await getTokenScopes(credentials.accessToken);
  const missingScopes = requiredScopes.filter(s => !currentScopes.includes(s));

  return {
    hasAllScopes: missingScopes.length === 0,
    currentScopes,
    missingScopes,
    recommendation: missingScopes.length > 0
      ? `Re-authorize with scopes: ${missingScopes.join(', ')}`
      : null
  };
}

API Key Testing

typescript
// Test API key validity
async function testAPIKey(integration: string, apiKey: string): Promise<APIKeyResult> {
  const endpoints = {
    'sendgrid': 'https://api.sendgrid.com/v3/user/profile',
    'mailchimp': 'https://us1.api.mailchimp.com/3.0/ping',
    'airtable': 'https://api.airtable.com/v0/meta/whoami'
  };

  const endpoint = endpoints[integration];
  if (!endpoint) {
    return { valid: false, error: 'Unknown integration' };
  }

  try {
    const response = await fetch(endpoint, {
      headers: { 'Authorization': `Bearer ${apiKey}` }
    });

    return {
      valid: response.status === 200,
      status: response.status,
      rateLimit: extractRateLimitInfo(response.headers)
    };
  } catch (error) {
    return { valid: false, error: error.message };
  }
}

Rate Limit Testing

typescript
// Test rate limit handling
async function testRateLimits(nodeName: string, requestCount: number): Promise<RateLimitResult> {
  const results: RequestResult[] = [];
  let rateLimitHit = false;
  let retryAfter = 0;

  for (let i = 0; i < requestCount; i++) {
    const startTime = Date.now();
    const response = await makeRequest(nodeName);

    results.push({
      requestNumber: i + 1,
      status: response.status,
      responseTime: Date.now() - startTime,
      rateLimitRemaining: response.headers['x-ratelimit-remaining'],
      rateLimitLimit: response.headers['x-ratelimit-limit']
    });

    if (response.status === 429) {
      rateLimitHit = true;
      retryAfter = parseInt(response.headers['retry-after'] || '60');
      break;
    }

    // Small delay between requests
    await sleep(100);
  }

  return {
    requestsMade: results.length,
    rateLimitHit,
    retryAfter,
    results,
    recommendation: rateLimitHit
      ? `Implement exponential backoff, retry after ${retryAfter}s`
      : 'Rate limit not reached, consider increasing request count for thorough testing'
  };
}

// Extract rate limit info from headers
function extractRateLimitInfo(headers: Headers): RateLimitInfo {
  return {
    limit: headers.get('x-ratelimit-limit'),
    remaining: headers.get('x-ratelimit-remaining'),
    reset: headers.get('x-ratelimit-reset'),
    retryAfter: headers.get('retry-after')
  };
}

Error Handling Testing

typescript
// Test error scenarios
async function testErrorScenarios(nodeName: string): Promise<ErrorTestResult[]> {
  const scenarios = [
    { name: 'Invalid credentials', modify: { credentials: null } },
    { name: 'Invalid endpoint', modify: { url: 'https://invalid.example.com' } },
    { name: 'Timeout', modify: { timeout: 1 } },
    { name: 'Invalid data', modify: { data: { invalid: true } } },
    { name: 'Not found', modify: { resourceId: 'nonexistent-123' } },
    { name: 'Permission denied', modify: { scope: 'read-only' } }
  ];

  const results: ErrorTestResult[] = [];

  for (const scenario of scenarios) {
    try {
      const response = await executeWithModification(nodeName, scenario.modify);

      results.push({
        scenario: scenario.name,
        errorHandled: response.status >= 400,
        errorCode: response.status,
        errorMessage: response.data?.error?.message,
        retried: response.metadata?.retryCount > 0
      });
    } catch (error) {
      results.push({
        scenario: scenario.name,
        errorHandled: true,
        exceptionThrown: true,
        errorType: error.constructor.name,
        errorMessage: error.message
      });
    }
  }

  return results;
}

// Classify error types
function classifyError(error: any): string {
  if (error.status === 401 || error.status === 403) return 'authentication';
  if (error.status === 404) return 'not-found';
  if (error.status === 429) return 'rate-limit';
  if (error.status >= 500) return 'server-error';
  if (error.code === 'ETIMEDOUT') return 'timeout';
  if (error.code === 'ECONNREFUSED') return 'connection';
  return 'unknown';
}

Integration-Specific Patterns

Slack Integration

typescript
const slackTestPatterns = {
  // Test message posting
  testPostMessage: async (credentials) => {
    return await fetch('https://slack.com/api/chat.postMessage', {
      method: 'POST',
      headers: {
        'Authorization': `Bearer ${credentials.accessToken}`,
        'Content-Type': 'application/json'
      },
      body: JSON.stringify({
        channel: 'C123456',
        text: 'Integration test message'
      })
    });
  },

  // Test file upload
  testFileUpload: async (credentials) => {
    const formData = new FormData();
    formData.append('channels', 'C123456');
    formData.append('content', 'Test file content');
    formData.append('filename', 'test.txt');

    return await fetch('https://slack.com/api/files.upload', {
      method: 'POST',
      headers: { 'Authorization': `Bearer ${credentials.accessToken}` },
      body: formData
    });
  },

  // Validate required scopes
  requiredScopes: ['chat:write', 'files:write', 'channels:read']
};

Google Sheets Integration

typescript
const googleSheetsTestPatterns = {
  // Test read operation
  testReadRows: async (credentials, spreadsheetId) => {
    return await fetch(
      `https://sheets.googleapis.com/v4/spreadsheets/${spreadsheetId}/values/Sheet1!A1:Z10`,
      { headers: { 'Authorization': `Bearer ${credentials.accessToken}` } }
    );
  },

  // Test append operation
  testAppendRow: async (credentials, spreadsheetId, values) => {
    return await fetch(
      `https://sheets.googleapis.com/v4/spreadsheets/${spreadsheetId}/values/Sheet1!A:Z:append?valueInputOption=USER_ENTERED`,
      {
        method: 'POST',
        headers: {
          'Authorization': `Bearer ${credentials.accessToken}`,
          'Content-Type': 'application/json'
        },
        body: JSON.stringify({ values: [values] })
      }
    );
  },

  // Required scopes
  requiredScopes: ['https://www.googleapis.com/auth/spreadsheets']
};

Test Report Template

markdown
# Integration Test Report

## Summary
| Integration | Status | Auth | Operations | Errors |
|-------------|--------|------|------------|--------|
| Slack | PASS | OK | 4/4 | 0 |
| Google Sheets | WARN | Expiring | 3/3 | 0 |
| Jira | FAIL | OK | 2/4 | 2 |

## Authentication Status
- Slack: OAuth2 valid, expires in 28 days
- Google Sheets: OAuth2 expires in 2 hours - REFRESH RECOMMENDED
- Jira: API Key valid

## Rate Limit Status
| Integration | Limit | Used | Remaining |
|-------------|-------|------|-----------|
| Slack | 50/min | 12 | 38 |
| Google Sheets | 100/min | 45 | 55 |
| Jira | 100/min | 8 | 92 |

## Failed Operations
### Jira: Transition Issue
- Error: Invalid transition for current state
- Fix: Check workflow transitions in Jira

## Recommendations
1. Refresh Google Sheets OAuth token before expiration
2. Fix Jira workflow transition logic

Related Skills


Remember

n8n integrates with 400+ services, each with unique authentication, rate limits, and API quirks. Testing requires:

  • Connectivity verification
  • Authentication validation (OAuth refresh, API key expiry)
  • Operation testing with realistic data
  • Rate limit awareness
  • Error handling verification

With Agents: Use n8n-integration-test for comprehensive integration testing. Coordinate with n8n-workflow-executor to test integrations in context.

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the N8n Integration Testing Patterns AI skill do?

API contract testing, authentication flows, rate limit handling, and error scenario coverage for n8n integrations with external services. Use when testing n8n node integrations.

Why use N8n Integration Testing Patterns on TypingMind?

Because you install it once and use it with any model. N8n Integration Testing Patterns is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install N8n Integration Testing Patterns in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/proffesor-for-testing/agentic-qe/tree/main/assets/skills/n8n-integration-testing-patterns. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use N8n Integration Testing Patterns?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with N8n Integration Testing Patterns?

As many as you like. As long as a model supports skills, you can use N8n Integration Testing Patterns with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the N8n Integration Testing Patterns AI skill free?

Yes. It is published on GitHub by proffesor-for-testing under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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