Cleaned up all skills to remove research/telemetry context that was used during design but is not needed at runtime when AI agents use the skills. ## Changes Made ### Pattern 1: Research Framing Removed - "From analysis of X workflows/events" → Removed - "From telemetry analysis:" → Replaced with operational context - "Based on X real workflows" → Simplified to general statements ### Pattern 2: Popularity Metrics Removed - "**Popularity**: Second most common (892 templates)" → Removed entirely - "813 searches", "456 templates", etc. → Removed ### Pattern 3: Frequency Percentages Converted - "**Frequency**: 45% of errors" → "Most common error" - "**Frequency**: 28%" → "Second most common" - "**Frequency**: 12%" → "Common error" - Percentages in tables → Priority levels (Highest/High/Medium/Low) ### Pattern 4: Operational Guidance Kept - ✅ Success rates (91.7%) - helps tool selection - ✅ Average times (18s, 56s) - sets expectations - ✅ Relative priority (most common, typical) - guides decisions - ✅ Iteration counts (2-3 cycles) - manages expectations ## Files Modified (19 files across 4 skills) **Skill #2: MCP Tools Expert (5 files)** - Removed telemetry occurrence counts - Kept success rates and average times **Skill #3: Workflow Patterns (7 files)** - Removed all popularity metrics from pattern files - Removed "From analysis of 31,917 workflows" - Removed template counts **Skill #4: Validation Expert (4 files)** - Converted frequency % to priority levels - Removed "From analysis of 19,113 errors" - Removed telemetry loop counts (kept iteration guidance) **Skill #5: Node Configuration (3 files)** - Removed workflow update counts - Removed essentials call counts - Kept success rates and timing guidance ## Result Skills now provide clean, focused runtime guidance without research justification. Content is more actionable for AI agents using the skills. All technical guidance, examples, patterns, and operational metrics preserved. Only removed: research methodology, data source attribution, and statistical justification for design decisions. 🤖 Conceived by Romuald Członkowski - https://www.aiadvisors.pl/en
17 KiB
Error Catalog
Comprehensive catalog of n8n validation errors with real examples and fixes.
Error Types Overview
Common validation errors by priority:
| Error Type | Priority | Severity | Auto-Fix |
|---|---|---|---|
| missing_required | Highest | Error | ❌ |
| invalid_value | High | Error | ❌ |
| type_mismatch | Medium | Error | ❌ |
| invalid_expression | Medium | Error | ❌ |
| invalid_reference | Low | Error | ❌ |
| operator_structure | Lowest | Warning | ✅ |
Errors (Must Fix)
1. missing_required
What it means: Required field is not provided in node configuration
When it occurs:
- Creating new nodes without all required fields
- Copying configurations between different operations
- Switching operations that have different requirements
Most common validation error
Example 1: Slack Channel Missing
Error:
{
"type": "missing_required",
"property": "channel",
"message": "Channel name is required",
"node": "Slack",
"path": "parameters.channel"
}
Broken Configuration:
{
"resource": "message",
"operation": "post"
// Missing: channel
}
Fix:
{
"resource": "message",
"operation": "post",
"channel": "#general" // ✅ Added required field
}
How to identify required fields:
// Use get_node_essentials to see what's required
const info = get_node_essentials({
nodeType: "nodes-base.slack"
});
// Check properties marked as "required": true
Example 2: HTTP Request Missing URL
Error:
{
"type": "missing_required",
"property": "url",
"message": "URL is required for HTTP Request",
"node": "HTTP Request",
"path": "parameters.url"
}
Broken Configuration:
{
"method": "GET",
"authentication": "none"
// Missing: url
}
Fix:
{
"method": "GET",
"authentication": "none",
"url": "https://api.example.com/data" // ✅ Added
}
Example 3: Database Query Missing Connection
Error:
{
"type": "missing_required",
"property": "query",
"message": "SQL query is required",
"node": "Postgres",
"path": "parameters.query"
}
Broken Configuration:
{
"operation": "executeQuery"
// Missing: query
}
Fix:
{
"operation": "executeQuery",
"query": "SELECT * FROM users WHERE active = true" // ✅ Added
}
Example 4: Conditional Fields
Error:
{
"type": "missing_required",
"property": "body",
"message": "Request body is required when sendBody is true",
"node": "HTTP Request",
"path": "parameters.body"
}
Broken Configuration:
{
"method": "POST",
"url": "https://api.example.com/create",
"sendBody": true
// Missing: body (required when sendBody=true)
}
Fix:
{
"method": "POST",
"url": "https://api.example.com/create",
"sendBody": true,
"body": {
"contentType": "json",
"content": {
"name": "John",
"email": "john@example.com"
}
} // ✅ Added conditional required field
}
2. invalid_value
What it means: Provided value doesn't match allowed options or format
When it occurs:
- Using wrong enum value
- Typos in operation names
- Invalid format for specialized fields (emails, URLs, channels)
Second most common error
Example 1: Invalid Operation
Error:
{
"type": "invalid_value",
"property": "operation",
"message": "Operation must be one of: post, update, delete, get",
"current": "send",
"allowed": ["post", "update", "delete", "get"]
}
Broken Configuration:
{
"resource": "message",
"operation": "send" // ❌ Invalid - should be "post"
}
Fix:
{
"resource": "message",
"operation": "post" // ✅ Use valid operation
}
Example 2: Invalid HTTP Method
Error:
{
"type": "invalid_value",
"property": "method",
"message": "Method must be one of: GET, POST, PUT, PATCH, DELETE, HEAD, OPTIONS",
"current": "FETCH",
"allowed": ["GET", "POST", "PUT", "PATCH", "DELETE", "HEAD", "OPTIONS"]
}
Broken Configuration:
{
"method": "FETCH", // ❌ Invalid
"url": "https://api.example.com"
}
Fix:
{
"method": "GET", // ✅ Use valid HTTP method
"url": "https://api.example.com"
}
Example 3: Invalid Channel Format
Error:
{
"type": "invalid_value",
"property": "channel",
"message": "Channel name must start with # and be lowercase (e.g., #general)",
"current": "General"
}
Broken Configuration:
{
"resource": "message",
"operation": "post",
"channel": "General" // ❌ Wrong format
}
Fix:
{
"resource": "message",
"operation": "post",
"channel": "#general" // ✅ Correct format
}
Example 4: Invalid Enum with Case Sensitivity
Error:
{
"type": "invalid_value",
"property": "resource",
"message": "Resource must be one of: channel, message, user, file",
"current": "Message",
"allowed": ["channel", "message", "user", "file"]
}
Note: Enums are case-sensitive!
Broken Configuration:
{
"resource": "Message", // ❌ Capital M
"operation": "post"
}
Fix:
{
"resource": "message", // ✅ Lowercase
"operation": "post"
}
3. type_mismatch
What it means: Value is wrong data type (string instead of number, etc.)
When it occurs:
- Hardcoding values that should be numbers
- Using expressions where literals are expected
- JSON serialization issues
Common error
Example 1: String Instead of Number
Error:
{
"type": "type_mismatch",
"property": "limit",
"message": "Expected number, got string",
"expected": "number",
"current": "100"
}
Broken Configuration:
{
"operation": "executeQuery",
"query": "SELECT * FROM users",
"limit": "100" // ❌ String
}
Fix:
{
"operation": "executeQuery",
"query": "SELECT * FROM users",
"limit": 100 // ✅ Number
}
Example 2: Number Instead of String
Error:
{
"type": "type_mismatch",
"property": "channel",
"message": "Expected string, got number",
"expected": "string",
"current": 12345
}
Broken Configuration:
{
"resource": "message",
"operation": "post",
"channel": 12345 // ❌ Number (even if channel ID)
}
Fix:
{
"resource": "message",
"operation": "post",
"channel": "#general" // ✅ String (channel name, not ID)
}
Example 3: Boolean as String
Error:
{
"type": "type_mismatch",
"property": "sendHeaders",
"message": "Expected boolean, got string",
"expected": "boolean",
"current": "true"
}
Broken Configuration:
{
"method": "GET",
"url": "https://api.example.com",
"sendHeaders": "true" // ❌ String "true"
}
Fix:
{
"method": "GET",
"url": "https://api.example.com",
"sendHeaders": true // ✅ Boolean true
}
Example 4: Object Instead of Array
Error:
{
"type": "type_mismatch",
"property": "tags",
"message": "Expected array, got object",
"expected": "array",
"current": {"tag": "important"}
}
Broken Configuration:
{
"name": "New Channel",
"tags": {"tag": "important"} // ❌ Object
}
Fix:
{
"name": "New Channel",
"tags": ["important", "alerts"] // ✅ Array
}
4. invalid_expression
What it means: n8n expression has syntax errors or invalid references
When it occurs:
- Missing
{{}}around expressions - Typos in variable names
- Referencing non-existent nodes or fields
- Invalid JavaScript syntax in expressions
Moderately common
Related: See n8n Expression Syntax skill for comprehensive expression guidance
Example 1: Missing Curly Braces
Error:
{
"type": "invalid_expression",
"property": "text",
"message": "Expressions must be wrapped in {{}}",
"current": "$json.name"
}
Broken Configuration:
{
"resource": "message",
"operation": "post",
"channel": "#general",
"text": "$json.name" // ❌ Missing {{}}
}
Fix:
{
"resource": "message",
"operation": "post",
"channel": "#general",
"text": "={{$json.name}}" // ✅ Wrapped in {{}}
}
Example 2: Invalid Node Reference
Error:
{
"type": "invalid_expression",
"property": "value",
"message": "Referenced node 'HTTP Requets' does not exist",
"current": "={{$node['HTTP Requets'].json.data}}"
}
Broken Configuration:
{
"field": "data",
"value": "={{$node['HTTP Requets'].json.data}}" // ❌ Typo in node name
}
Fix:
{
"field": "data",
"value": "={{$node['HTTP Request'].json.data}}" // ✅ Correct node name
}
Example 3: Invalid Property Access
Error:
{
"type": "invalid_expression",
"property": "text",
"message": "Cannot access property 'user' of undefined",
"current": "={{$json.data.user.name}}"
}
Broken Configuration:
{
"text": "={{$json.data.user.name}}" // ❌ Structure doesn't exist
}
Fix (with safe navigation):
{
"text": "={{$json.data?.user?.name || 'Unknown'}}" // ✅ Safe navigation + fallback
}
Example 4: Webhook Data Access Error
Error:
{
"type": "invalid_expression",
"property": "value",
"message": "Property 'email' not found in $json",
"current": "={{$json.email}}"
}
Common Gotcha: Webhook data is under .body!
Broken Configuration:
{
"field": "email",
"value": "={{$json.email}}" // ❌ Missing .body
}
Fix:
{
"field": "email",
"value": "={{$json.body.email}}" // ✅ Webhook data under .body
}
5. invalid_reference
What it means: Configuration references a node that doesn't exist in the workflow
When it occurs:
- Node was renamed or deleted
- Typo in node name
- Copy-pasting from another workflow
Less common error
Example 1: Deleted Node Reference
Error:
{
"type": "invalid_reference",
"property": "expression",
"message": "Node 'Transform Data' does not exist in workflow",
"referenced_node": "Transform Data"
}
Broken Configuration:
{
"value": "={{$node['Transform Data'].json.result}}" // ❌ Node deleted
}
Fix:
// Option 1: Update to existing node
{
"value": "={{$node['Set'].json.result}}"
}
// Option 2: Remove expression if not needed
{
"value": "default_value"
}
Example 2: Connection to Non-Existent Node
Error:
{
"type": "invalid_reference",
"message": "Connection references node 'Slack1' which does not exist",
"source": "HTTP Request",
"target": "Slack1"
}
Fix: Use cleanStaleConnections operation:
n8n_update_partial_workflow({
id: "workflow-id",
operations: [{
type: "cleanStaleConnections"
}]
})
Example 3: Renamed Node Not Updated
Error:
{
"type": "invalid_reference",
"property": "expression",
"message": "Node 'Get Weather' does not exist (did you mean 'Weather API'?)",
"referenced_node": "Get Weather",
"suggestions": ["Weather API"]
}
Broken Configuration:
{
"value": "={{$node['Get Weather'].json.temperature}}" // ❌ Old name
}
Fix:
{
"value": "={{$node['Weather API'].json.temperature}}" // ✅ Current name
}
Warnings (Should Fix)
6. best_practice
What it means: Configuration works but doesn't follow best practices
Severity: Warning (doesn't block execution)
When acceptable: Development, testing, simple workflows
When to fix: Production workflows, critical operations
Example 1: Missing Error Handling
Warning:
{
"type": "best_practice",
"property": "onError",
"message": "Slack API can have rate limits and connection issues",
"suggestion": "Add error handling: onError: 'continueRegularOutput'"
}
Current Configuration:
{
"resource": "message",
"operation": "post",
"channel": "#alerts"
// No error handling ⚠️
}
Recommended Fix:
{
"resource": "message",
"operation": "post",
"channel": "#alerts",
"continueOnFail": true,
"retryOnFail": true,
"maxTries": 3
}
Example 2: No Retry Logic
Warning:
{
"type": "best_practice",
"property": "retryOnFail",
"message": "External API calls should retry on failure",
"suggestion": "Add retryOnFail: true, maxTries: 3, waitBetweenTries: 1000"
}
When to ignore: Idempotent operations, APIs with their own retry logic
When to fix: Flaky external services, production automation
7. deprecated
What it means: Using old API version or deprecated feature
Severity: Warning (still works but may stop working in future)
When to fix: Always (eventually)
Example 1: Old typeVersion
Warning:
{
"type": "deprecated",
"property": "typeVersion",
"message": "typeVersion 1 is deprecated for Slack node, use version 2",
"current": 1,
"recommended": 2
}
Fix:
{
"type": "n8n-nodes-base.slack",
"typeVersion": 2, // ✅ Updated
// May need to update configuration for new version
}
8. performance
What it means: Configuration may cause performance issues
Severity: Warning
When to fix: High-volume workflows, large datasets
Example 1: Unbounded Query
Warning:
{
"type": "performance",
"property": "query",
"message": "SELECT without LIMIT can return massive datasets",
"suggestion": "Add LIMIT clause or use pagination"
}
Current:
SELECT * FROM users WHERE active = true
Fix:
SELECT * FROM users WHERE active = true LIMIT 1000
Auto-Sanitization Fixes
9. operator_structure
What it means: IF/Switch operator structure issues
Severity: Warning
Auto-Fix: ✅ YES - Fixed automatically on workflow save
Rare (mostly auto-fixed)
Fixed Automatically: Binary Operators
Before (you create this):
{
"type": "boolean",
"operation": "equals",
"singleValue": true // ❌ Wrong for binary operator
}
After (auto-sanitization fixes it):
{
"type": "boolean",
"operation": "equals"
// singleValue removed ✅
}
You don't need to do anything - this is fixed on save!
Fixed Automatically: Unary Operators
Before:
{
"type": "boolean",
"operation": "isEmpty"
// Missing singleValue ❌
}
After:
{
"type": "boolean",
"operation": "isEmpty",
"singleValue": true // ✅ Added automatically
}
What you should do: Trust auto-sanitization, don't manually fix these!
Recovery Patterns
Pattern 1: Progressive Validation
Problem: Too many errors at once
Solution:
// Step 1: Minimal valid config
let config = {
resource: "message",
operation: "post",
channel: "#general",
text: "Hello"
};
validate_node_operation({nodeType: "nodes-base.slack", config});
// ✅ Valid
// Step 2: Add features one by one
config.attachments = [...];
validate_node_operation({nodeType: "nodes-base.slack", config});
config.blocks = [...];
validate_node_operation({nodeType: "nodes-base.slack", config});
Pattern 2: Error Triage
Problem: Multiple errors
Solution:
const result = validate_node_operation({...});
// 1. Fix errors (must fix)
result.errors.forEach(error => {
console.log(`MUST FIX: ${error.property} - ${error.message}`);
});
// 2. Review warnings (should fix)
result.warnings.forEach(warning => {
console.log(`SHOULD FIX: ${warning.property} - ${warning.message}`);
});
// 3. Consider suggestions (optional)
result.suggestions.forEach(sug => {
console.log(`OPTIONAL: ${sug.message}`);
});
Pattern 3: Use get_node_essentials
Problem: Don't know what's required
Solution:
// Before configuring, check requirements
const info = get_node_essentials({
nodeType: "nodes-base.slack"
});
// Look for required fields
info.properties.forEach(prop => {
if (prop.required) {
console.log(`Required: ${prop.name} (${prop.type})`);
}
});
Summary
Most Common Errors:
missing_required(45%) - Always check get_node_essentialsinvalid_value(28%) - Check allowed valuestype_mismatch(12%) - Use correct data typesinvalid_expression(8%) - Use Expression Syntax skillinvalid_reference(5%) - Clean stale connections
Auto-Fixed:
operator_structure- Trust auto-sanitization!
Related Skills:
- SKILL.md - Main validation guide
- FALSE_POSITIVES.md - When to ignore warnings
- n8n Expression Syntax - Fix expression errors
- n8n MCP Tools Expert - Use validation tools correctly