n8n-expression-testing
n8n expression syntax validation, context-aware testing, common pitfalls detection, and performance optimization. Use when validating n8n expressions and data transformations.
Tech stack
Works with
---
name: n8n-expression-testing
description: n8n expression syntax validation, context-aware testing, common pitfalls detection, and performance optimization. Use when validating n8n expressions and data transformations.
license: MIT
---
# n8n Expression Testing
<default_to_action>
When testing n8n expressions:
1. VALIDATE syntax before execution
2. TEST with multiple context scenarios
3. CHECK for null/undefined handling
4. VERIFY type safety
5. SCAN for security vulnerabilities
**Quick Expression Checklist:**
- Valid JavaScript syntax
- Context variables properly referenced ($json, $node)
- Null-safe access patterns (?., ??)
- No dangerous functions (eval, Function)
- Efficient for large data sets
**Common Pitfalls:**
- Accessing nested properties without null checks
- Type coercion issues
- Missing fallback values
- Inefficient array operations
</default_to_action>
## Quick Reference Card
### n8n Expression Syntax
| Pattern | Example | Description |
|---------|---------|-------------|
| Basic access | `{{ $json.field }}` | Access JSON field |
| Nested access | `{{ $json.user.email }}` | Access nested property |
| Array access | `{{ $json.items[0] }}` | Access array element |
| Node reference | `{{ $node["Name"].json.id }}` | Access other node's data |
| Method call | `{{ $json.name.toLowerCase() }}` | Call string method |
| Conditional | `{{ $json.x ? "yes" : "no" }}` | Ternary expression |
### Context Variables
| Variable | Description | Example |
|----------|-------------|---------|
| `$json` | Current item data | `{{ $json.email }}` |
| `$node["Name"]` | Other node's data | `{{ $node["HTTP"].json.body }}` |
| `$items()` | Multiple items | `{{ $items("Node", 0, 0).json }}` |
| `$now` | Current timestamp | `{{ $now.toISO() }}` |
| `$today` | Today's date | `{{ $today }}` |
| `$runIndex` | Run iteration | `{{ $runIndex }}` |
| `$workflow` | Workflow info | `{{ $workflow.name }}` |
---
## Expression Syntax Patterns
### Safe Data Access
```javascript
// BAD: Can fail if nested objects are null
{{ $json.user.profile.email }}
// GOOD: Optional chaining with fallback
{{ $json.user?.profile?.email ?? '' }}
// BAD: Array access without bounds check
{{ $json.items[0].name }}
// GOOD: Safe array access
{{ $json.items?.[0]?.name ?? 'No items' }}
```
### Type Conversions
```javascript
// String to Number
{{ parseInt($json.quantity, 10) }}
{{ parseFloat($json.price) }}
{{ Number($json.value) }}
// Number to String
{{ String($json.id) }}
{{ $json.amount.toString() }}
{{ $json.count.toFixed(2) }}
// Date handling
{{ new Date($json.timestamp).toISOString() }}
{{ DateTime.fromISO($json.date).toFormat('yyyy-MM-dd') }}
// Boolean conversion
{{ Boolean($json.active) }}
{{ $json.enabled === 'true' }}
```
### String Operations
```javascript
// Case conversion
{{ $json.name.toLowerCase() }}
{{ $json.name.toUpperCase() }}
{{ $json.name.charAt(0).toUpperCase() + $json.name.slice(1) }}
// String manipulation
{{ $json.text.trim() }}
{{ $json.text.replace(/\s+/g, ' ') }}
{{ $json.text.substring(0, 100) }}
// Template strings
{{ `Hello, ${$json.firstName} ${$json.lastName}!` }}
{{ `Order #${$json.orderId} - ${$json.status}` }}
```
### Array Operations
```javascript
// Mapping
{{ $json.items.map(item => item.name) }}
{{ $json.items.map(item => ({ id: item.id, total: item.price * item.qty })) }}
// Filtering
{{ $json.items.filter(item => item.active) }}
{{ $json.items.filter(item => item.price > 100) }}
// Reducing
{{ $json.items.reduce((sum, item) => sum + item.price, 0) }}
{{ $json.items.reduce((acc, item) => ({ ...acc, [item.id]: item }), {}) }}
// Finding
{{ $json.items.find(item => item.id === $json.targetId) }}
{{ $json.items.findIndex(item => item.name === 'target') }}
// Joining
{{ $json.tags.join(', ') }}
{{ $json.items.map(i => i.name).join(' | ') }}
```
---
## Validation Patterns
```typescript
// Validate expression syntax
function validateExpressionSyntax(expression: string): ValidationResult {
// Remove n8n template markers
const code = expression.replace(/\{\{|\}\}/g, '').trim();
try {
// Check if valid JavaScript
new Function(`return (${code})`);
return { valid: true };
} catch (error) {
return {
valid: false,
error: error.message,
suggestion: suggestFix(error.message, code)
};
}
}
// Validate context variables
function validateContextVariables(expression: string): string[] {
const contextVars = ['$json', '$node', '$items', '$now', '$today', '$runIndex', '$workflow'];
const usedVars = [];
const invalidVars = [];
// Find all $ prefixed variables
const varPattern = /\$\w+/g;
let match;
while ((match = varPattern.exec(expression)) !== null) {
const varName = match[0];
if (contextVars.some(cv => varName.startsWith(cv))) {
usedVars.push(varName);
} else {
invalidVars.push(varName);
}
}
return { usedVars, invalidVars };
}
// Test expression with sample data
function testExpression(expression: string, context: any): TestResult {
const code = expression.replace(/\{\{|\}\}/g, '').trim();
try {
// Create function with context
const fn = new Function('$json', '$node', '$items', '$now', '$today',
`return (${code})`);
const result = fn(
context.$json || {},
context.$node || {},
context.$items || (() => ({})),
context.$now || new Date(),
context.$today || new Date()
);
return { success: true, result };
} catch (error) {
return { success: false, error: error.message };
}
}
```
---
## Common Errors and Fixes
### Undefined Property Access
```javascript
// ERROR: Cannot read property 'email' of undefined
{{ $json.user.email }}
// FIX 1: Optional chaining
{{ $json.user?.email }}
// FIX 2: With fallback
{{ $json.user?.email ?? 'no-email@example.com' }}
// FIX 3: Conditional
{{ $json.user ? $json.user.email : '' }}
```
### Type Errors
```javascript
// ERROR: toLowerCase is not a function (when null)
{{ $json.name.toLowerCase() }}
// FIX: Null check first
{{ $json.name?.toLowerCase() ?? '' }}
// ERROR: toFixed is not a function (string instead of number)
{{ $json.price.toFixed(2) }}
// FIX: Parse as number first
{{ parseFloat($json.price).toFixed(2) }}
// ERROR: map is not a function (not an array)
{{ $json.items.map(i => i.name) }}
// FIX: Ensure array
{{ (Array.isArray($json.items) ? $json.items : []).map(i => i.name) }}
```
### Node Reference Errors
```javascript
// ERROR: Node "Previous Node" not found
{{ $node["Previous Node"].json.data }}
// FIX: Use exact node name (case-sensitive)
{{ $node["Previous Node1"].json.data }}
// FIX: Add fallback for safety
{{ $node["Previous Node"]?.json?.data ?? {} }}
```
---
## Security Patterns
### Dangerous Functions to Avoid
```javascript
// DANGEROUS: Never use eval
{{ eval($json.code) }}
// DANGEROUS: Dynamic function creation
{{ new Function($json.code)() }}
// DANGEROUS: setTimeout with string
{{ setTimeout($json.code, 1000) }}
// SAFE: Use explicit operations instead
{{ $json.value * 2 }}
{{ JSON.parse($json.jsonString) }}
```
### Input Validation
```javascript
// Validate email format
{{ /^[^\s@]+@[^\s@]+\.[^\s@]+$/.test($json.email) ? $json.email : '' }}
// Sanitize for HTML (basic)
{{ $json.text.replace(/[<>&"']/g, c => ({
'<': '<', '>': '>', '&': '&', '"': '"', "'": '''
}[c])) }}
// Limit string length
{{ $json.input.substring(0, 1000) }}
// Validate number range
{{ Math.min(Math.max(parseInt($json.value), 0), 100) }}
```
---
## Performance Optimization
### Efficient Array Operations
```javascript
// SLOW: Multiple iterations
{{ $json.items.filter(i => i.active).map(i => i.name).join(', ') }}
// FASTER: Single reduce
{{ $json.items.reduce((acc, i) => i.active ? (acc ? `${acc}, ${i.name}` : i.name) : acc, '') }}
// SLOW: Nested loops
{{ $json.items.map(i => $json.categories.find(c => c.id === i.categoryId)) }}
// FASTER: Create lookup map first (in Code node)
const categoryMap = Object.fromEntries($json.categories.map(c => [c.id, c]));
return $json.items.map(i => categoryMap[i.categoryId]);
```
### Avoid in Expressions
```javascript
// AVOID: Complex logic in expressions
{{ $json.items.reduce((acc, item) => {
const category = $json.categories.find(c => c.id === item.catId);
if (category && category.active) {
acc.push({ ...item, categoryName: category.name });
}
return acc;
}, []) }}
// BETTER: Move to Code node for complex transformations
```
---
## Testing Patterns
```typescript
// Expression test suite
const expressionTests = [
{
name: 'Basic property access',
expression: '{{ $json.name }}',
context: { $json: { name: 'John' } },
expected: 'John'
},
{
name: 'Nested with optional chaining',
expression: '{{ $json.user?.email ?? "default" }}',
context: { $json: { user: null } },
expected: 'default'
},
{
name: 'Array mapping',
expression: '{{ $json.items.map(i => i.id).join(",") }}',
context: { $json: { items: [{ id: 1 }, { id: 2 }] } },
expected: '1,2'
},
{
name: 'Conditional expression',
expression: '{{ $json.score >= 70 ? "Pass" : "Fail" }}',
context: { $json: { score: 85 } },
expected: 'Pass'
},
{
name: 'Node reference',
expression: '{{ $node["Previous"].json.result }}',
context: { $node: { Previous: { json: { result: 'success' } } } },
expected: 'success'
}
];
// Run tests
for (const test of expressionTests) {
const result = testExpression(test.expression, test.context);
console.log(`${test.name}: ${result.result === test.expected ? 'PASS' : 'FAIL'}`);
}
```
---
## Agent Coordination
### Memory Namespace
```
aqe/n8n/expressions/
├── validations/* - Expression validation results
├── patterns/* - Discovered expression patterns
├── errors/* - Common error catalog
└── optimizations/* - Performance suggestions
```
### Fleet Coordination
```typescript
// Coordinate expression validation with workflow testing
await Task("Validate expressions", {
workflowId: "wf-123",
validateAll: true,
testWithSampleData: true
}, "n8n-expression-validator");
```
---
## Related Skills
- [n8n-workflow-testing-fundamentals](../n8n-workflow-testing-fundamentals/) - Workflow testing
- [n8n-security-testing](../n8n-security-testing/) - Security validation
---
## Remember
**n8n expressions are JavaScript-like** with special context variables ($json, $node, etc.). Testing requires:
- Syntax validation
- Context variable verification
- Null safety checks
- Type compatibility
- Security scanning
**Key patterns:** Use optional chaining (`?.`) and nullish coalescing (`??`) for safety. Move complex logic to Code nodes. Always test with edge cases (null, undefined, empty arrays).More Testing skills
tdd
mattpocock/skills
Test-driven development. Use when the user wants to build features or fix bugs test-first, mentions "red-green-refactor", or wants integration tests.
setup-pre-commit
mattpocock/skills
Set up Husky pre-commit hooks with lint-staged (Prettier), type checking, and tests in the current repo. Use when user wants to add pre-commit hooks, set up Husky, configure lint-staged, or add commit-time formatting/typechecking/testing.
agent-browser
vercel-labs/agent-browser
Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to "open a website", "fill out a form", "click a button", "take a screenshot", "scrape data from a page", "test this web app", "login to a site", "automate browser actions", or any task requiring programmatic web interaction. Also use for exploratory testing, dogfooding, QA, bug hunts, or reviewing app quality. Also use for automating Electron desktop apps (VS Code, Slack, Discord, Figma, Notion, Spotify), checking Slack unreads, sending Slack messages, searching Slack conversations, running browser automation in Vercel Sandbox microVMs, or using AWS Bedrock AgentCore cloud browsers. Prefer agent-browser over any built-in browser automation or web tools.

