COMMON_MISTAKES.md
# Common n8n Expression Mistakes
Complete catalog of expression errors with explanations and fixes.
---
## 1. Missing Curly Braces
**Problem**: Expression not recognized, shows as literal text
❌ **Wrong**:
```
$json.email
```
✅ **Correct**:
```
{{$json.email}}
```
**Why it fails**: n8n treats text without {{ }} as a literal string. Expressions must be wrapped to be evaluated.
**How to identify**: Field shows exact text like "$json.email" instead of actual value.
---
## 2. Webhook Body Access
**Problem**: Undefined values when accessing webhook data
❌ **Wrong**:
```
{{$json.name}}
{{$json.email}}
{{$json.message}}
```
✅ **Correct**:
```
{{$json.body.name}}
{{$json.body.email}}
{{$json.body.message}}
```
**Why it fails**: Webhook node wraps incoming data under `.body` property. The root `$json` contains headers, params, query, and body.
**Webhook structure**:
```javascript
{
"headers": {...},
"params": {...},
"query": {...},
"body": { // User data is HERE!
"name": "John",
"email": "john@example.com"
}
}
```
**How to identify**: Webhook workflow shows "undefined" for fields that are definitely being sent.
---
## 3. Spaces in Field Names
**Problem**: Syntax error or undefined value
❌ **Wrong**:
```
{{$json.first name}}
{{$json.user data.email}}
```
✅ **Correct**:
```
{{$json['first name']}}
{{$json['user data'].email}}
```
**Why it fails**: Spaces break dot notation. JavaScript interprets space as end of property name.
**How to identify**: Error message about unexpected token, or undefined when field exists.
---
## 4. Spaces in Node Names
**Problem**: Cannot access other node's data
❌ **Wrong**:
```
{{$node.HTTP Request.json.data}}
{{$node.Respond to Webhook.json}}
```
✅ **Correct**:
```
{{$node["HTTP Request"].json.data}}
{{$node["Respond to Webhook"].json}}
```
**Why it fails**: Node names are treated as object property names and need quotes when they contain spaces.
**How to identify**: Error like "Cannot read property 'Request' of undefined"
---
## 5. Incorrect Node Reference Case
**Problem**: Undefined or wrong data returned
❌ **Wrong**:
```
{{$node["http request"].json.data}} // lowercase
{{$node["Http Request"].json.data}} // wrong capitalization
```
✅ **Correct**:
```
{{$node["HTTP Request"].json.data}} // exact match
```
**Why it fails**: Node names are **case-sensitive**. Must match exactly as shown in workflow.
**How to identify**: Undefined value even though node exists and has data.
---
## 6. Double Wrapping
**Problem**: Literal {{ }} appears in output
❌ **Wrong**:
```
{{{$json.field}}}
```
✅ **Correct**:
```
{{$json.field}}
```
**Why it fails**: Only one set of {{ }} is needed. Extra braces are treated as literal characters.
**How to identify**: Output shows "{{value}}" instead of just "value".
---
## 7. Array Access with Dots
**Problem**: Syntax error or undefined
❌ **Wrong**:
```
{{$json.items.0.name}}
{{$json.users.1.email}}
```
✅ **Correct**:
```
{{$json.items[0].name}}
{{$json.users[1].email}}
```
**Why it fails**: Array indices require brackets, not dots. Number after dot is invalid JavaScript.
**How to identify**: Syntax error or "Cannot read property '0' of undefined"
---
## 8. Using Expressions in Code Nodes
**Problem**: Literal string instead of value, or errors
❌ **Wrong (in Code node)**:
```javascript
const email = '{{$json.email}}';
const name = '={{$json.body.name}}';
```
✅ **Correct (in Code node)**:
```javascript
const email = $json.email;
const name = $json.body.name;
// Or using Code node API
const email = $input.item.json.email;
const allItems = $input.all();
```
**Why it fails**: Code nodes have **direct access** to data. The {{ }} syntax is for expression fields in other nodes, not for JavaScript code.
**How to identify**: Literal string "{{$json.email}}" appears in Code node output instead of actual value.
---
## 9. Missing Quotes in $node Reference
**Problem**: Syntax error
❌ **Wrong**:
```
{{$node[HTTP Request].json.data}}
```
✅ **Correct**:
```
{{$node["HTTP Request"].json.data}}
```
**Why it fails**: Node names must be quoted strings inside brackets.
**How to identify**: Syntax error "Unexpected identifier"
---
## 10. Incorrect Property Path
**Problem**: Undefined value
❌ **Wrong**:
```
{{$json.data.items.name}} // items is an array
{{$json.user.email}} // user doesn't exist, it's userData
```
✅ **Correct**:
```
{{$json.data.items[0].name}} // access array element
{{$json.userData.email}} // correct property name
```
**Why it fails**: Wrong path to data. Arrays need index, property names must be exact.
**How to identify**: Check actual data structure using expression editor preview.
---
## 11. Using = Prefix Outside JSON
**Problem**: Literal "=" appears in output
❌ **Wrong (in text field)**:
```
Email: ={{$json.email}}
```
✅ **Correct (in text field)**:
```
Email: {{$json.email}}
```
**Note**: The `=` prefix is **only** needed in JSON mode or when you want to set entire field value to expression result:
```javascript
// JSON mode (set property to expression)
{
"email": "={{$json.body.email}}"
}
// Text mode (no = needed)
Hello {{$json.body.name}}!
```
**Why it fails**: The `=` is parsed as literal text in non-JSON contexts.
**How to identify**: Output shows "=john@example.com" instead of "john@example.com"
---
## 12. Expressions in Webhook Path
**Problem**: Path doesn't update, validation error
❌ **Wrong**:
```
path: "{{$json.user_id}}/webhook"
path: "users/={{$env.TENANT_ID}}"
```
✅ **Correct**:
```
path: "my-webhook" // Static paths only
path: "user-webhook/:userId" // Use dynamic URL parameters instead
```
**Why it fails**: Webhook paths must be static. Use dynamic URL parameters (`:paramName`) instead of expressions.
**How to identify**: Webhook path doesn't change or validation warns about invalid path.
---
## 13. Forgetting .json in $node Reference
**Problem**: Undefined or wrong data
❌ **Wrong**:
```
{{$node["HTTP Request"].data}} // Missing .json
{{$node["Webhook"].body.email}} // Missing .json
```
✅ **Correct**:
```
{{$node["HTTP Request"].json.data}}
{{$node["Webhook"].json.body.email}}
```
**Why it fails**: Node data is always under `.json` property (or `.binary` for binary data).
**How to identify**: Undefined value when you know the node has data.
---
## 14. Template Literals & Concatenation Outside `{{ }}`
**Problem**: A backtick template literal or `+` concatenation shows up as literal text
❌ **Wrong** (written as the whole field value, with no `{{ }}`):
```
`Hello ${$json.name}!` // bare backticks — printed verbatim
"Hello " + $json.name + "!" // bare concatenation — printed verbatim
```
✅ **Correct** (any of these):
```
Hello {{$json.name}}! // adjacent text + {{ }} auto-concatenate
{{ `Hello ${$json.name}!` }} // a template literal INSIDE {{ }}
{{ "Hello " + $json.name + "!" }} // + concatenation INSIDE {{ }}
```
**Why it fails**: n8n only evaluates what's inside `{{ }}`; everything else is literal text. The backticks and `+` aren't the problem — the **missing `{{ }}`** is. **Inside** an expression, backtick template literals with `${...}` interpolation are fully supported modern JavaScript, so this is valid and evaluates:
```
={{ $json.items.map(i => `${i.name} — ${i.qty}`).join(', ') }}
```
The same holds for optional chaining (`{{ $json.user?.email }}`) and string-keyed bracket access (`{{ $json['some-prop'] }}`) — both are valid n8n expressions. As of n8n-mcp ≥ 2.63.0 the validator no longer flags template literals, optional chaining, or bracket access inside expressions (earlier versions raised false-positive errors on them).
**How to identify**: Literal backticks or `+` symbols appear in output → the code wasn't wrapped in `{{ }}`.
---
## 15. Empty Expression Brackets
**Problem**: Literal {{}} in output
❌ **Wrong**:
```
{{}}
{{ }}
```
✅ **Correct**:
```
{{$json.field}} // Include expression content
```
**Why it fails**: Empty expression brackets have nothing to evaluate.
**How to identify**: Literal "{{ }}" text appears in output.
---
## 16. JMESPath String in Double Quotes
**Problem**: `$jmespath` filter returns `[]` even though matching data exists — no error
❌ **Wrong**:
```
{{ $jmespath($json, 'customers[?country=="PL"].name') }} // → []
```
✅ **Correct**:
```
{{ $jmespath($json, "customers[?country=='PL'].name") }} // → ["Acme", "Bar"]
{{ $jmespath($json, "customers[?revenue > `100000`].name") }} // numbers in backticks
```
**Why it fails**: in JMESPath, `"PL"` is a quoted **field name**, not a string. The filter compares `country` to a field called `PL`, which doesn't exist, so nothing matches. String literals use single quotes; numbers and booleans use backticks. A bare number (`revenue > 100000`) or `and`/`=` instead of `&&`/`==` is a parse error, and the whole expression becomes `null` (see #17).
**Same trap over items**: `$jmespath($('Node').all(), "[?country=='PL']")` also returns `[]`. Items are `{json: …}` wrappers, so write `[?json.country=='PL'].json.name`, or map first: `$input.all().map(i => i.json)`.
**How to identify**: `[]` or `null` from a query whose data you can see in the input panel.
---
## 17. Runtime Error Hidden as `null`
**Problem**: A field comes out `null`/empty (or a Filter drops every item) while the node and execution show success
❌ **Wrong assumption**: "It ran green, so the expression works."
**Why it happens**: verified on n8n 2.38 with the default expression runtime: at runtime n8n swallows JavaScript errors inside `{{ }}` other than its own `ExpressionError`s. `$json.missing.field`, `JSON.parse` on bad input, a thrown `Error` and a JMESPath syntax error all resolved to `null` instead of failing the node. The editor preview shows the error; the execution doesn't. Other versions or engines may fail the node instead. Either way, never trust a green run on its own.
✅ **Fix / check**:
```
{{ (() => { try { return JSON.stringify($json.payload.items.map(i => i.id)) } catch (e) { return 'ERROR: ' + e.message } })() }}
```
Wrap temporarily to see the message, fix the path, then remove the wrapper. Always inspect output values after a test run, and guard optional paths with `?.` / `??`.
**How to identify**: unexpected `null`s in output; Filter/IF sending everything to the false side.
---
## Quick Reference Table
| Error | Symptom | Fix |
|-------|---------|-----|
| No {{ }} | Literal text | Add {{ }} |
| Webhook data | Undefined | Add `.body` |
| Space in field | Syntax error | Use `['field name']` |
| Space in node | Undefined | Use `["Node Name"]` |
| Wrong case | Undefined | Match exact case |
| Double {{ }} | Literal braces | Remove extra {{ }} |
| .0 array | Syntax error | Use [0] |
| {{ }} in Code | Literal string | Remove {{ }} |
| No quotes in $node | Syntax error | Add quotes |
| Wrong path | Undefined | Check data structure |
| = in text | Literal = | Remove = prefix |
| Dynamic path | Doesn't work | Use static path |
| Missing .json | Undefined | Add .json |
| Template literal / `+` outside {{ }} | Literal text | Wrap in {{ }} (both work inside) |
| Empty {{ }} | Literal braces | Add expression |
| JMESPath `"PL"` in a filter | `[]`, no error | `'PL'` for strings, `` `100` `` for numbers |
| JMESPath over `.all()` without `json.` | `[]` | `[?json.field=='x'].json.name` |
| Any JS error inside {{ }} at runtime | `null`, node still succeeds | Check preview + output values; try/catch wrapper to see the message |
---
## Debugging Process
When expression doesn't work:
1. **Check braces**: Is it wrapped in {{ }}?
2. **Check data source**: Is it webhook data? Add `.body`
3. **Check spaces**: Field or node name has spaces? Use brackets
4. **Check case**: Does node name match exactly?
5. **Check path**: Is the property path correct?
6. **Use expression editor**: Preview shows actual result
- At runtime errors become `null` silently. If output is `null`, the preview's error is the real cause.
7. **Check context**: Is it a Code node? Remove {{ }}
---
**Related**: See [EXAMPLES.md](EXAMPLES.md) for working examples of correct syntax.
EXAMPLES.md
# n8n Expression Examples
Real working examples from n8n workflows.
---
## Example 1: Webhook Form Submission
**Scenario**: Form submission webhook posts to Slack
**Workflow**: Webhook → Slack
**Webhook Input** (POST):
```json
{
"name": "John Doe",
"email": "john@example.com",
"company": "Acme Corp",
"message": "Interested in your product"
}
```
**Webhook Node Output**:
```json
{
"headers": {"content-type": "application/json"},
"params": {},
"query": {},
"body": {
"name": "John Doe",
"email": "john@example.com",
"company": "Acme Corp",
"message": "Interested in your product"
}
}
```
**In Slack Node** (text field):
```
New form submission! 📝
Name: {{$json.body.name}}
Email: {{$json.body.email}}
Company: {{$json.body.company}}
Message: {{$json.body.message}}
```
**Output**:
```
New form submission! 📝
Name: John Doe
Email: john@example.com
Company: Acme Corp
Message: Interested in your product
```
---
## Example 2: HTTP API to Database
**Scenario**: Fetch user data from API and insert into database
**Workflow**: Schedule → HTTP Request → Postgres
**HTTP Request Returns**:
```json
{
"data": {
"users": [
{
"id": 123,
"name": "Alice Smith",
"email": "alice@example.com",
"role": "admin"
}
]
}
}
```
**In Postgres Node** (INSERT statement):
```sql
INSERT INTO users (user_id, name, email, role, synced_at)
VALUES (
{{$json.data.users[0].id}},
'{{$json.data.users[0].name}}',
'{{$json.data.users[0].email}}',
'{{$json.data.users[0].role}}',
'{{$now.toFormat('yyyy-MM-dd HH:mm:ss')}}'
)
```
**Result**: User inserted with current timestamp
---
## Example 3: Multi-Node Data Flow
**Scenario**: Webhook → HTTP Request → Email
**Workflow Structure**:
1. Webhook receives order ID
2. HTTP Request fetches order details
3. Email sends confirmation
### Node 1: Webhook
**Receives**:
```json
{
"body": {
"order_id": "ORD-12345"
}
}
```
### Node 2: HTTP Request
**URL field**:
```
https://api.example.com/orders/{{$json.body.order_id}}
```
**Returns**:
```json
{
"order": {
"id": "ORD-12345",
"customer": "Bob Jones",
"total": 99.99,
"items": ["Widget", "Gadget"]
}
}
```
### Node 3: Email
**Subject**:
```
Order {{$node["Webhook"].json.body.order_id}} Confirmed
```
**Body**:
```
Dear {{$node["HTTP Request"].json.order.customer}},
Your order {{$node["Webhook"].json.body.order_id}} has been confirmed!
Total: ${{$node["HTTP Request"].json.order.total}}
Items: {{$node["HTTP Request"].json.order.items.join(', ')}}
Thank you for your purchase!
```
**Email Result**:
```
Subject: Order ORD-12345 Confirmed
Dear Bob Jones,
Your order ORD-12345 has been confirmed!
Total: $99.99
Items: Widget, Gadget
Thank you for your purchase!
```
---
## Example 4: Date Formatting
**Scenario**: Various date format outputs
**Current Time**: 2025-10-20 14:30:45
### ISO Format
```javascript
{{$now.toISO()}}
```
**Output**: `2025-10-20T14:30:45.000Z`
### Custom Date Format
```javascript
{{$now.toFormat('yyyy-MM-dd')}}
```
**Output**: `2025-10-20`
### Time Only
```javascript
{{$now.toFormat('HH:mm:ss')}}
```
**Output**: `14:30:45`
### Full Readable Format
```javascript
{{$now.toFormat('MMMM dd, yyyy')}}
```
**Output**: `October 20, 2025`
### Date Math - Future
```javascript
{{$now.plus({days: 7}).toFormat('yyyy-MM-dd')}}
```
**Output**: `2025-10-27`
### Date Math - Past
```javascript
{{$now.minus({hours: 24}).toFormat('yyyy-MM-dd HH:mm')}}
```
**Output**: `2025-10-19 14:30`
---
## Example 5: Array Operations
**Data**:
```json
{
"users": [
{"name": "Alice", "email": "alice@example.com"},
{"name": "Bob", "email": "bob@example.com"},
{"name": "Charlie", "email": "charlie@example.com"}
]
}
```
### First User
```javascript
{{$json.users[0].name}}
```
**Output**: `Alice`
### Last User
```javascript
{{$json.users[$json.users.length - 1].name}}
```
**Output**: `Charlie`
### All Emails (Join)
```javascript
{{$json.users.map(u => u.email).join(', ')}}
```
**Output**: `alice@example.com, bob@example.com, charlie@example.com`
### Array Length
```javascript
{{$json.users.length}}
```
**Output**: `3`
---
## Example 6: Conditional Logic
**Data**:
```json
{
"order": {
"status": "completed",
"total": 150
}
}
```
### Ternary Operator
```javascript
{{$json.order.status === 'completed' ? 'Order Complete ✓' : 'Pending...'}}
```
**Output**: `Order Complete ✓`
### Default Values
```javascript
{{$json.order.notes || 'No notes provided'}}
```
**Output**: `No notes provided` (if notes field doesn't exist)
### Multiple Conditions
```javascript
{{$json.order.total > 100 ? 'Premium Customer' : 'Standard Customer'}}
```
**Output**: `Premium Customer`
---
## Example 7: String Manipulation
**Data**:
```json
{
"user": {
"email": "JOHN@EXAMPLE.COM",
"message": " Hello World "
}
}
```
### Lowercase
```javascript
{{$json.user.email.toLowerCase()}}
```
**Output**: `john@example.com`
### Uppercase
```javascript
{{$json.user.message.toUpperCase()}}
```
**Output**: ` HELLO WORLD `
### Trim
```javascript
{{$json.user.message.trim()}}
```
**Output**: `Hello World`
### Substring
```javascript
{{$json.user.email.substring(0, 4)}}
```
**Output**: `JOHN`
### Replace
```javascript
{{$json.user.message.replace('World', 'n8n')}}
```
**Output**: ` Hello n8n `
---
## Example 8: Fields with Spaces
**Data**:
```json
{
"user data": {
"first name": "Jane",
"last name": "Doe",
"phone number": "+1234567890"
}
}
```
### Bracket Notation
```javascript
{{$json['user data']['first name']}}
```
**Output**: `Jane`
### Combined
```javascript
{{$json['user data']['first name']}} {{$json['user data']['last name']}}
```
**Output**: `Jane Doe`
### Nested Spaces
```javascript
Contact: {{$json['user data']['phone number']}}
```
**Output**: `Contact: +1234567890`
---
## Example 9: Code Node (Direct Access)
**Code Node**: Transform webhook data
> This only shows the syntax difference inside a Code node. In a real workflow the same transform is one Edit Fields
> field: `{{ $json.body.items.map(item => item.toUpperCase()) }}` — no Code node needed.
**Input** (from Webhook node):
```json
{
"body": {
"items": ["apple", "banana", "cherry"]
}
}
```
**Code** (JavaScript):
```javascript
// ✅ Direct access (no {{ }})
const items = $json.body.items;
// Transform to uppercase
const uppercased = items.map(item => item.toUpperCase());
// Return in n8n format
return [{
json: {
original: items,
transformed: uppercased,
count: items.length
}
}];
```
**Output**:
```json
{
"original": ["apple", "banana", "cherry"],
"transformed": ["APPLE", "BANANA", "CHERRY"],
"count": 3
}
```
---
## Example 10: Environment Variables
**Setup**: Environment variable `API_KEY=secret123`
### In HTTP Request (Headers)
```javascript
Authorization: Bearer {{$env.API_KEY}}
```
**Result**: `Authorization: Bearer secret123`
### In URL
```javascript
https://api.example.com/data?key={{$env.API_KEY}}
```
**Result**: `https://api.example.com/data?key=secret123`
---
## Template from Real Workflow
**Based on n8n template #2947** (Weather to Slack)
### Workflow Structure
Webhook → OpenStreetMap API → Weather API → Slack
### Webhook Slash Command
**Input**: `/weather London`
**Webhook receives**:
```json
{
"body": {
"text": "London"
}
}
```
### OpenStreetMap API
**URL**:
```
https://nominatim.openstreetmap.org/search?q={{$json.body.text}}&format=json
```
### Weather API (NWS)
**URL**:
```
https://api.weather.gov/points/{{$node["OpenStreetMap"].json[0].lat}},{{$node["OpenStreetMap"].json[0].lon}}
```
### Slack Message
```
Weather for {{$json.body.text}}:
Temperature: {{$node["Weather API"].json.properties.temperature.value}}°C
Conditions: {{$node["Weather API"].json.properties.shortForecast}}
```
---
## Summary
**Key Patterns**:
1. Webhook data is under `.body`
2. Use `{{}}` for expressions (except Code nodes)
3. Reference other nodes with `$node["Node Name"].json`
4. Use brackets for field names with spaces
5. Node names are case-sensitive
**Most Common Uses**:
- `{{$json.body.field}}` - Webhook data
- `{{$node["Name"].json.field}}` - Other node data
- `{{$now.toFormat('yyyy-MM-dd')}}` - Timestamps
- `{{$json.array[0].field}}` - Array access
- `{{$json.field || 'default'}}` - Default values
---
**Related**: See [COMMON_MISTAKES.md](COMMON_MISTAKES.md) for error examples and fixes.
SKILL.md
---
name: n8n-expression-syntax
description: Validate n8n expression syntax and fix common errors. Use when writing n8n expressions, using {{}} syntax, accessing $json/$node variables, troubleshooting expression errors, mapping data between nodes, or referencing webhook data in workflows. Use this skill whenever configuring node fields that reference data from previous nodes — expressions are how n8n passes data between nodes, and getting the syntax wrong is the most common source of workflow errors. Also use when asked whether a complex expression hurts performance.
---
# n8n Expression Syntax
Expert guide for writing correct n8n expressions in workflows.
---
## Expression Format
All dynamic content in n8n uses **double curly braces**:
```
{{expression}}
```
**Examples**:
```
✅ {{$json.email}}
✅ {{$json.body.name}}
✅ {{$node["HTTP Request"].json.data}}
❌ $json.email (no braces - treated as literal text)
❌ {$json.email} (single braces - invalid)
```
---
## Core Variables
### $json - Current Node Output
Access data from the current node:
```javascript
{{$json.fieldName}}
{{$json['field with spaces']}}
{{$json.nested.property}}
{{$json.items[0].name}}
```
### $node - Reference Other Nodes
Access data from any previous node:
```javascript
{{$node["Node Name"].json.fieldName}}
{{$node["HTTP Request"].json.data}}
{{$node["Webhook"].json.body.email}}
```
**Important**:
- Node names **must** be in quotes
- Node names are **case-sensitive**
- Must match exact node name from workflow
### $now - Current Timestamp
Access current date/time:
```javascript
{{$now}}
{{$now.toFormat('yyyy-MM-dd')}}
{{$now.toFormat('HH:mm:ss')}}
{{$now.plus({days: 7})}}
```
### $env - Environment Variables
Access environment variables:
```javascript
{{$env.API_KEY}}
{{$env.DATABASE_URL}}
```
**Warning**: Some n8n instances have `N8N_BLOCK_ENV_ACCESS_IN_NODE` enabled, which blocks `$env` access entirely. If `$env` returns errors, use alternative approaches:
- Store values in credentials instead
- Use a Set node with manually entered values
- Pass values through webhook query parameters
---
## 🚨 CRITICAL: Webhook Data Structure
**Most Common Mistake**: Webhook data is **NOT** at the root!
### Webhook Node Output Structure
```javascript
{
"headers": {...},
"params": {...},
"query": {...},
"body": { // ⚠️ USER DATA IS HERE!
"name": "John",
"email": "john@example.com",
"message": "Hello"
}
}
```
### Correct Webhook Data Access
```javascript
❌ WRONG: {{$json.name}}
❌ WRONG: {{$json.email}}
✅ CORRECT: {{$json.body.name}}
✅ CORRECT: {{$json.body.email}}
✅ CORRECT: {{$json.body.message}}
```
**Why**: Webhook node wraps incoming data under `.body` property to preserve headers, params, and query parameters.
---
## Common Patterns
### Access Nested Fields
```javascript
// Simple nesting
{{$json.user.email}}
// Array access
{{$json.data[0].name}}
{{$json.items[0].id}}
// Bracket notation for spaces
{{$json['field name']}}
{{$json['user data']['first name']}}
```
### Reference Other Nodes
```javascript
// Node without spaces
{{$node["Set"].json.value}}
// Node with spaces (common!)
{{$node["HTTP Request"].json.data}}
{{$node["Respond to Webhook"].json.message}}
// Webhook node
{{$node["Webhook"].json.body.email}}
```
### Combine Variables
```javascript
// Concatenation (automatic)
Hello {{$json.body.name}}!
// In URLs
https://api.example.com/users/{{$json.body.user_id}}
// In object properties
{
"name": "={{$json.body.name}}",
"email": "={{$json.body.email}}"
}
```
---
## When NOT to Use Expressions
### ❌ Code Nodes
Code nodes use **direct JavaScript access**, NOT expressions!
```javascript
// ❌ WRONG in Code node
const email = '={{$json.email}}';
const name = '{{$json.body.name}}';
// ✅ CORRECT in Code node
const email = $json.email;
const name = $json.body.name;
// Or using Code node API
const email = $input.item.json.email;
const allItems = $input.all();
```
### ❌ Webhook Paths
```javascript
// ❌ WRONG
path: "{{$json.user_id}}/webhook"
// ✅ CORRECT
path: "user-webhook" // Static paths only
```
### ❌ Credential Fields
```javascript
// ❌ WRONG
apiKey: "={{$env.API_KEY}}"
// ✅ CORRECT
Use n8n credential system, not expressions
```
---
## The transform gatekeeper
Before you add a node — or write any code — to transform data, walk this order and stop at the first that fits:
1. **The service's own node** does it in its own fields: a CRM node's field slots, the Slack node's Blocks field, a
Data Table insert's per-column slots. HTTP Request only when no node covers the operation.
2. **A native node for the job.** Filter, IF / Switch, Summarize, Aggregate, Split Out, Merge, Compare Datasets, Remove
Duplicates, Sort + Limit, Date & Time, XML / HTML / Extract From File, HTTP Request pagination, Crypto. The job-to-node
table in `using-n8n-mcp-skills` maps jobs to nodes; their configs are in `n8n-node-configuration` → NATIVE_NODES.md.
3. **A short expression** (`{{ ... }}`) inside that node's field. Property access, method chains
(`.map().filter().join()`), a ternary, string building, Luxon date math, the helper functions below — "take A,
produce B" in one expression, without intermediate variables.
- **Querying nested JSON for one field** (pick, filter, sum inside an array) → `$jmespath()` in that same expression
(rules below). When downstream needs one item per element, use Split Out / Filter / Aggregate instead.
4. **Code node**, only for the closed list: loops or recursion no node expresses, state across runs, parsing no node
handles, an allowlisted library, heavy all-items work (thousands of items, stated or measured), or one short Code node
(~15 lines) replacing 4+ glue nodes. Give it a `Why Code:` note. See `n8n-code-javascript`.
**A function body is code.** When the logic needs `const`, `if`, `return` or several statements — an
`(() => { ... })()` wrapped in `{{ }}` — it has outgrown an expression. Split it into a native node plus short
expressions, or move it into a Code node with a `Why Code:` note. A long expression is harder to read than either, and a
runtime error inside it resolves silently to `null` (see Debugging). The create/update hooks flag function bodies in
non-Code nodes.
**Why the order matters.** Readability: a native node says on the canvas what it does, and a short expression stays
visible in the field that uses it, instead of hiding in an upstream node someone has to open. Performance rarely decides
it — below a few hundred items none of the costs matter, and the measured model lives in `n8n-code-javascript`.
## `$jmespath()` — query nested JSON in one expression
```
{{ $jmespath($json, "customers[?country=='PL' && revenue > `100000`].name") }} → ["Acme"]
```
Verified on n8n 2.38: this one expression returns exactly what Split Out → Filter → Aggregate
returns, with no extra nodes. The syntax is unforgiving, and **most mistakes fail silently**:
| Write | Not | What the wrong form does |
|---|---|---|
| `$jmespath(object, "query")`, object first | `$jmespath("query", object)` | throws `expected two arguments (Object, string) for this function` (JMESPath's own docs show `search(query, data)`) |
| strings in single quotes: `country=='PL'` | `country=="PL"` | double quotes mean a **field name** → returns `[]`, no error |
| numbers/booleans in backticks: `` revenue > `100000` `` | `revenue > 100000` | parse error → whole expression becomes `null` (see Debugging) |
| `&&` `\|\|` `!` `==` | `and` `or` `=` | parse error → `null` |
| hyphenated keys quoted: `'customers[*].contact."first-name"'` (single-quote the JS string) | `contact.first-name` | parse error → `null` |
| over items, keep the wrapper: `$jmespath($('Node').all(), "[?json.country=='PL'].json.name")` or `$jmespath($input.all().map(i => i.json), "[?country=='PL'].name")` | `"[?country=='PL'].name"` on `.all()` | items are `{json: …}` wrappers → `[]` |
- **Results:** missing path or index → `null`; filter with no match → `[]`; `sum()` over an empty
projection → `0`.
- **First argument must be an object or array.** A string (e.g. an HTTP Request with a text
response) or `undefined` (`$json.missingField`) throws the same `expected two arguments` error.
That one does fail the node.
- **Handy pieces:** `length()`, `sum()`, `max_by(arr, &field)`, `sort_by(arr, &field)`,
`reverse()`, `contains()`, `starts_with()`, `keys()`, `to_number()`; projection `[*]`, flatten
`[]`, pipe `| [0]`, reshape `{name: name, email: contact.email}`.
- **It returns a value, not items.** Use it where the result feeds one field (message text, HTTP
body, IF/Filter condition). When downstream needs one item per match, narrow with `$jmespath` in
Edit Fields and follow with a single Split Out on that field.
- **Where it exists:** expressions and JavaScript Code nodes (same argument order). Not in native
Python Code nodes.
## Built-in helper functions
n8n adds methods to values inside `{{ }}`. Together with a native node they replace most one-line Code nodes. **They
exist only in expressions, not in Code nodes** — inside Code use plain JavaScript (and `toFormat()` instead of `format()`).
They see only the current item's values: jobs across items (dedupe items, group and total, join two lists) belong in a
node. On n8n-mcp 2.97.0+, `tools_documentation({topic: "expression_helpers", depth: "full"})` lists every helper with a
tested example.
| Need | Expression | Note |
|---|---|---|
| One field from every object | `{{ $json.items.pluck('name') }}` | several names → one array per object |
| Sum / average / min / max | `{{ $json.prices.sum() }}` | throws on non-numbers, numeric strings included |
| Dedupe an array | `{{ $json.rows.unique('email') }}` | each argument is one field name; none → compares whole values (`removeDuplicates` is an alias) |
| Default for an empty value | `{{ $ifEmpty($json.name, 'there') }}` | empty = undefined, null, `''`, `[]`, `{}`; exactly two arguments |
| Email or domain in text | `{{ $json.text.extractEmail() }}`, `.extractDomain()` | `undefined` when nothing matches |
| Hash a string | `{{ $json.email.hash('sha256') }}` | md5 by default; HMAC needs the Crypto node |
| Days between dates | `{{ $now.diffTo($json.created_at, 'days') }}` | receiver minus argument: positive when the argument is earlier |
| String to date | `{{ $json.created_at.toDateTime().format('yyyy-MM-dd') }}` | then `.diffTo()`, `.plus(7, 'days')`, `.extract('month')` |
| Split an array into batches | `{{ $json.ids.chunk(100) }}` | for bulk API bodies |
| Drop empty values | `{{ $json.tags.compact() }}`, `{{ $json.compact() }}` | arrays and objects |
- `diffTo` takes a DateTime, a JS Date or an ISO string, and an optional unit (default `days`) or a list of units (then it
returns an object). `$json.created_at.toDateTime().diffToNow('days')` is **negative** for past dates.
- `.sum()` over strings throws: `{{ $json.items.pluck('price').map(Number).sum() }}`.
- A helper called on `null` or `undefined` throws: guard with `?.` (`{{ $json.email?.extractDomain() }}`) or `$ifEmpty()`.
- A helper that throws (bad unit, wrong argument count, a missing value) fails the node; a plain JavaScript error inside
`{{ }}` returns `null` silently. Test with real items either way.
## The Set-node antipattern and branch convergence
### Delete Set nodes that only re-map fields for the next node
A Set / Edit Fields node whose only job is to copy or rename fields so the **next** node can read them is dead weight. Inline its expressions at the consumer instead.
```
❌ Webhook → Set { customer_id: {{ $json.body.customer_id }} } → Postgres: WHERE id = {{ $json.customer_id }}
✅ Webhook → Postgres: WHERE id = {{ $('Webhook').item.json.body.customer_id }}
```
The Set node adds a hop, more canvas clutter, and a refactor hazard, while doing nothing the consumer couldn't do itself. To remove it cleanly with `n8n_update_partial_workflow`: rewire the connection (`removeConnection` from the Set's source-and-target, `addConnection` straight from source to consumer), `patchNodeField` the consumer's expression to reference the original source by node name, then `removeNode` the Set.
**Quick test:** does the Set only re-map fields the next node could read directly (`$('Source').item.json.x`)?
- **Yes** → delete it, inline the expressions at the consumer.
- **No, it creates something** → keep it as a named step (name it for what it produces).
**Edit Fields earns its place** when:
- **It creates a constant item** — fixed config, a default payload, a test fixture.
- **It builds an error or return item** — `{ error: 'validation_error', message: … }` before a Respond, or a sub-workflow's output.
- **It builds a payload object** several nodes, or a whole request body, are built from.
- **2+ consumers** read the same derived value and the derivation is non-trivial (a name aids readability and you compute it once).
- **It's a sub-workflow's final Return node**, shaping the output contract. Here the "single consumer" is every caller, so the Set *is* the API boundary — and with `Include Other Fields: false` it whitelists the output shape so internal scratch fields don't leak.
- **You're renaming or whitelisting fields** and want that visible in one place rather than spread across consumer expressions.
### Branch convergence: anchor with a NoOp
When branches converge (after IF/Switch/Merge), `$json` becomes "whichever branch fired last" — non-deterministic, and a silent source of wrong data. Insert a **NoOp** node at the convergence, name it descriptively (`Combine Inputs`), and have downstream nodes reference it by name:
```
Branch A ──┐
├─→ [NoOp: Combine Inputs] ──→ downstream uses $('Combine Inputs').item.json.x
Branch B ──┘
```
The NoOp survives refactors: inserting a transform later between it and the consumer doesn't break the `$('Combine Inputs')` reference. (If the branches produce *different* shapes, use a Set node instead of a NoOp to normalize both into one shape — see the exceptions above.)
More broadly in branchy flows, **prefer `$('Node').item.json.x` over deep `$json.x`.** `$json` breaks the moment an intermediate node is inserted or a node clears item context (Aggregate, Code with Run for All, branching merges); the failure is silent and downstream gets the wrong data with no error. A node-name reference is unambiguous regardless of what sits between source and consumer.
---
## Validation Rules
### 1. Always Use {{}}
Expressions **must** be wrapped in double curly braces.
```javascript
❌ $json.field
✅ {{$json.field}}
```
### 2. Use Quotes for Spaces and Special Characters
Field or node names with spaces, diacritics, or special characters require **bracket notation**:
```javascript
❌ {{$json.field name}}
✅ {{$json['field name']}}
❌ {{$node.HTTP Request.json}}
✅ {{$node["HTTP Request"].json}}
// Bracket notation is mandatory for keys with special characters
✅ {{$json['Gross Price w/o shipment']}}
✅ {{$json['Cena brutto zł']}}
```
### 3. Match Exact Node Names
Node references are **case-sensitive**:
```javascript
❌ {{$node["http request"].json}} // lowercase
❌ {{$node["Http Request"].json}} // wrong case
✅ {{$node["HTTP Request"].json}} // exact match
```
### 4. No Nested {{}}
Don't double-wrap expressions:
```javascript
❌ {{{$json.field}}}
✅ {{$json.field}}
```
---
## Common Mistakes
For complete error catalog with fixes, see [COMMON_MISTAKES.md](COMMON_MISTAKES.md)
### Quick Fixes
| Mistake | Fix |
|---------|-----|
| `$json.field` | `{{$json.field}}` |
| `{{$json.field name}}` | `{{$json['field name']}}` |
| `{{$node.HTTP Request}}` | `{{$node["HTTP Request"]}}` |
| `{{{$json.field}}}` | `{{$json.field}}` |
| `{{$json.name}}` (webhook) | `{{$json.body.name}}` |
| `'={{$json.email}}'` (Code node) | `$json.email` |
---
## Working Examples
For real workflow examples, see [EXAMPLES.md](EXAMPLES.md)
### Example 1: Webhook to Slack
**Webhook receives**:
```json
{
"body": {
"name": "John Doe",
"email": "john@example.com",
"message": "Hello!"
}
}
```
**In Slack node text field**:
```
New form submission!
Name: {{$json.body.name}}
Email: {{$json.body.email}}
Message: {{$json.body.message}}
```
### Example 2: HTTP Request to Email
**HTTP Request returns**:
```json
{
"data": {
"items": [
{"name": "Product 1", "price": 29.99}
]
}
}
```
**In Email node** (reference HTTP Request):
```
Product: {{$node["HTTP Request"].json.data.items[0].name}}
Price: ${{$node["HTTP Request"].json.data.items[0].price}}
```
### Example 3: Format Timestamp
```javascript
// Current date
{{$now.toFormat('yyyy-MM-dd')}}
// Result: 2025-10-20
// Time
{{$now.toFormat('HH:mm:ss')}}
// Result: 14:30:45
// Full datetime
{{$now.toFormat('yyyy-MM-dd HH:mm')}}
// Result: 2025-10-20 14:30
```
---
## Data Type Handling
### Arrays
```javascript
// First item
{{$json.users[0].email}}
// Array length
{{$json.users.length}}
// Last item
{{$json.users[$json.users.length - 1].name}}
```
### Objects
```javascript
// Dot notation (no spaces)
{{$json.user.email}}
// Bracket notation (with spaces or dynamic)
{{$json['user data'].email}}
```
### Strings
```javascript
// Concatenation (automatic)
Hello {{$json.name}}!
// String methods
{{$json.email.toLowerCase()}}
{{$json.name.toUpperCase()}}
```
### Numbers
```javascript
// Direct use
{{$json.price}}
// Math operations
{{$json.price * 1.1}} // Add 10%
{{$json.quantity + 5}}
```
---
## Advanced Patterns
### Conditional Content
```javascript
// Ternary operator
{{$json.status === 'active' ? 'Active User' : 'Inactive User'}}
// Default values
{{$json.email || 'no-email@example.com'}}
```
### Date Manipulation
```javascript
// Add days
{{$now.plus({days: 7}).toFormat('yyyy-MM-dd')}}
// Subtract hours
{{$now.minus({hours: 24}).toISO()}}
// Set specific date
{{DateTime.fromISO('2025-12-25').toFormat('MMMM dd, yyyy')}}
```
### String Manipulation
```javascript
// Substring
{{$json.email.substring(0, 5)}}
// Replace
{{$json.message.replace('old', 'new')}}
// Split and join
{{$json.tags.split(',').join(', ')}}
```
---
## Performance: expression complexity is (almost) free
A common worry is that a complex `{{ }}` is slow. It isn't — what costs is *how many times* n8n evaluates an
expression, not how elaborate each one is. Measured on n8n 2.x, an elaborate expression (`sqrt`, `split`, `reduce`)
costs about the same per item as `{{ $json.x > 50 }}`: most of the cost is n8n building the per-item evaluation context.
What this means in practice:
- **Don't split a working short expression into extra nodes for speed**, and don't grow it into a function body for
speed either. Choose by readability: native node, then a short expression, then Code (the gatekeeper above).
- Per-item costs only bite at thousands of items, mostly through the number of per-item boundaries (Code in "Each Item"
mode is the worst case). The **n8n Code JavaScript** skill has the measured per-item model.
---
## Debugging Expressions
### Runtime errors don't fail the node — they become `null`
Verified on n8n 2.38 with the default expression runtime: during execution the handler around
each `{{ }}` re-throws only n8n's own `ExpressionError`s and swallows other JavaScript errors, so
the field resolves to empty/`null` and the node still reports **success**. `$json.missing.field`
(TypeError), `JSON.parse('{bad')`, `throw new Error(...)` and JMESPath syntax errors all
produced `null`. In a Filter or IF condition every item then silently fails the check. On other
versions or expression engines the same mistake may fail the node instead. Either way, never
trust a green run on its own.
This isn't a reason to avoid expressions (a Code node has silent traps of its own). It's a
reason to **test with real items**:
- Check the expression editor preview against real data. The preview *does* show the error.
- After a test run, look at the output values. `null` where you expected data is the symptom.
`validate_workflow` and a green execution won't tell you.
- To surface the real message, wrap the expression temporarily:
`{{ (() => { try { return JSON.stringify(<expr>) } catch (e) { return 'ERROR: ' + e.message } })() }}`
- n8n's own errors still fail the node (e.g. `$jmespath` given a non-object argument).
### Test in Expression Editor
1. Click field with expression
2. Open expression editor (click "fx" icon)
3. See live preview of result
4. Check for errors highlighted in red
### Common Error Messages
These appear in the editor preview; at runtime most of them resolve to `null` instead (see above).
**"Cannot read property 'X' of undefined"**
→ Parent object doesn't exist
→ Check your data path
**"X is not a function"**
→ Trying to call method on non-function
→ Check variable type
**Expression shows as literal text**
→ Missing {{ }}
→ Add curly braces
---
## Expression Helpers
### Available Methods
**String**:
- `.toLowerCase()`, `.toUpperCase()`
- `.trim()`, `.replace()`, `.substring()`
- `.split()`, `.includes()`
**Array**:
- `.length`, `.map()`, `.filter()`
- `.find()`, `.join()`, `.slice()`
**DateTime** (Luxon):
- `.toFormat()`, `.toISO()`, `.toLocal()`
- `.plus()`, `.minus()`, `.set()`
**Number**:
- `.toFixed()`, `.toString()`
- Math operations: `+`, `-`, `*`, `/`, `%`
**JSON query**:
- `$jmespath(object, "query")`: filter/pick/aggregate nested JSON (see the `$jmespath()` section for the quoting rules)
---
## Best Practices
### ✅ Do
- Always use {{ }} for dynamic content
- Use bracket notation for field names with spaces
- Reference webhook data from `.body`
- Use $node for data from other nodes
- Test expressions in expression editor
### ❌ Don't
- Don't use expressions in Code nodes
- Don't forget quotes around node names with spaces
- Don't double-wrap with extra {{ }}
- Don't assume webhook data is at root (it's under .body!)
- Don't use expressions in webhook paths or credentials
---
## Related Skills
- **n8n MCP Tools Expert**: Learn how to validate expressions using MCP tools
- **n8n Workflow Patterns**: See expressions in real workflow examples
- **n8n Node Configuration**: Understand when expressions are needed
---
## Summary
**Essential Rules**:
1. Wrap expressions in {{ }}
2. Webhook data is under `.body`
3. No {{ }} in Code nodes
4. Quote node names with spaces
5. Node names are case-sensitive
6. Runtime errors inside `{{ }}` become `null` silently. Check output values after a test run
7. `$jmespath(object, "query")`: `'string'`, `` `number` ``, `"field"`; `json.` prefix over `.all()`
**Most Common Mistakes**:
- Missing {{ }} → Add braces
- `{{$json.name}}` in webhooks → Use `{{$json.body.name}}`
- `{{$json.email}}` in Code → Use `$json.email`
- `{{$node.HTTP Request}}` → Use `{{$node["HTTP Request"]}}`
For more details, see:
- [COMMON_MISTAKES.md](COMMON_MISTAKES.md) - Complete error catalog
- [EXAMPLES.md](EXAMPLES.md) - Real workflow examples
---
**Need Help?** Reference the n8n expression documentation or use n8n-mcp validation tools to check your expressions.