Files
n8n-skills/skills/n8n-validation-expert/ERROR_CATALOG.md
czlonkowski 33e83c29dc refactor: Remove research context from skill content
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
2025-10-20 11:45:04 +02:00

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:

  1. missing_required (45%) - Always check get_node_essentials
  2. invalid_value (28%) - Check allowed values
  3. type_mismatch (12%) - Use correct data types
  4. invalid_expression (8%) - Use Expression Syntax skill
  5. invalid_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