n8n-skills

Expert Claude Code skills for building flawless n8n workflows using the n8n-mcp MCP server

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🎯 What is this?

This repository contains 5 complementary Claude Code skills that teach AI assistants how to build production-ready n8n workflows using the n8n-mcp MCP server.

Why These Skills Exist

Based on analysis of 447,557 real MCP tool usage events, we identified:

• 20% failure rate when using certain MCP tools incorrectly
• 15,107 validation feedback loops due to configuration errors
• 813 searches for "webhook" showing common workflow patterns
• 31,917 workflows created revealing proven architectural patterns

These skills solve these problems by teaching Claude:

• ✅ Correct n8n expression syntax ({{}} patterns)
• ✅ How to use n8n-mcp tools effectively
• ✅ Proven workflow patterns from real-world usage
• ✅ Validation error interpretation and fixing
• ✅ Operation-aware node configuration

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📚 The 5 Skills

1. n8n Expression Syntax

Teaches correct n8n expression syntax and common patterns.

Activates when: Writing expressions, using {{}} syntax, accessing $json/$node variables, troubleshooting expression errors.

Key Features:

• Core variables ($json, $node, $now, $env)
• Critical gotcha: Webhook data is under $json.body
• Common mistakes catalog with fixes
• When NOT to use expressions (Code nodes!)

2. n8n MCP Tools Expert (HIGHEST PRIORITY)

Expert guide for using n8n-mcp MCP tools effectively.

Activates when: Searching for nodes, validating configurations, accessing templates, managing workflows.

Key Features:

• Tool selection guide (which tool for which task)
• nodeType format differences (nodes-base.* vs n8n-nodes-base.*)
• Validation profiles (minimal/runtime/ai-friendly/strict)
• Smart parameters (branch="true" for IF nodes)
• Auto-sanitization system explained

Impact: Fixes 20% MCP tool failure rate

3. n8n Workflow Patterns

Build workflows using 5 proven architectural patterns from 31,917 real workflows.

Activates when: Creating workflows, connecting nodes, designing automation.

Key Features:

• 5 proven patterns (webhook processing, HTTP API, database, AI, scheduled)
• Workflow creation checklist
• Real examples from 2,653 templates
• Connection best practices
• Pattern selection guide

Impact: Addresses 27.6% of all workflows (webhook processing)

4. n8n Validation Expert

Interpret validation errors and guide fixing.

Activates when: Validation fails, debugging workflow errors, handling false positives.

Key Features:

• Validation loop workflow
• Real error catalog
• Auto-sanitization behavior explained
• False positives guide
• Profile selection for different stages

5. n8n Node Configuration

Operation-aware node configuration guidance.

Activates when: Configuring nodes, understanding property dependencies, setting up AI workflows.

Key Features:

• Property dependency rules (e.g., sendBody → contentType)
• Operation-specific requirements
• AI connection types (8 types for AI Agent workflows)
• Common configuration patterns

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🚀 Installation

Prerequisites

1. n8n-mcp MCP server installed and configured (Installation Guide)
2. Claude Code, Claude.ai, or Claude API access
3. .mcp.json configured with n8n-mcp server

Claude Code

# 1. Clone this repository
git clone https://github.com/czlonkowski/n8n-skills.git

# 2. Copy skills to your Claude Code skills directory
cp -r n8n-skills/skills/* ~/.claude/skills/

# 3. Reload Claude Code
# Skills will activate automatically

Claude.ai

1. Download individual skill folders from skills/
2. Zip each skill folder
3. Upload via Settings → Capabilities → Skills

API / SDK

See docs/INSTALLATION.md for detailed instructions.

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💡 Usage

Skills activate automatically when relevant queries are detected:

"How do I write n8n expressions?"
→ Activates: n8n Expression Syntax

"Find me a Slack node"
→ Activates: n8n MCP Tools Expert

"Build a webhook workflow"
→ Activates: n8n Workflow Patterns

"Why is validation failing?"
→ Activates: n8n Validation Expert

"How do I configure the HTTP Request node?"
→ Activates: n8n Node Configuration

Skills Work Together

When you ask: "Build and validate a webhook to Slack workflow"

1. n8n Workflow Patterns identifies webhook processing pattern
2. n8n MCP Tools Expert searches for webhook and Slack nodes
3. n8n Node Configuration guides node setup
4. n8n Expression Syntax helps with data mapping
5. n8n Validation Expert validates the final workflow

All 5 skills compose seamlessly!

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📖 Documentation

• Installation Guide - Detailed installation for all platforms
• Usage Guide - How to use skills effectively
• Development Guide - Contributing and testing
• MCP Testing Log - Real tool responses used in skills

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🔬 Data-Driven Design

These skills are based on telemetry analysis of:

• 447,557 MCP tool usage events
• 31,917 workflows created
• 19,113 validation errors
• 15,107 validation feedback loops
• 2,653 workflow templates

Key insights:

• search_nodes → get_node_essentials is the most common pattern (9,835 occurrences, 18s avg)
• n8n_update_partial_workflow is the most-used tool (38,287 uses, 99.0% success)
• Validation loops average 23s thinking, 58s fixing
• Webhook workflows represent 27.6% of all workflows (813 searches)

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🧪 Testing

Each skill includes 3+ evaluations for quality assurance:

# Run evaluations (if testing framework available)
npm test

# Or manually test with Claude
claude-code --skill n8n-expression-syntax "Test webhook data access"

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🤝 Contributing

Contributions welcome! Please see DEVELOPMENT.md for guidelines.

Development Approach

1. Evaluation-First: Write test scenarios before implementation
2. MCP-Informed: Test tools, document real responses
3. Iterative: Test against evaluations, iterate until 100% pass
4. Concise: Keep SKILL.md under 500 lines
5. Real Examples: All examples from real templates/tools

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📝 License

MIT License - see LICENSE file for details.

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🙏 Credits

Conceived by Romuald Członkowski

• Website: www.aiadvisors.pl/en
• Part of the n8n-mcp project

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🔗 Related Projects

• n8n-mcp - MCP server for n8n
• n8n - Workflow automation platform

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📊 Repository Stats

• 5 complementary skills
• ~3,220 lines of skill content
• 15-20 evaluation scenarios
• 88% documentation coverage (from n8n-mcp)
• 537 nodes supported
• 2,653 templates available

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Ready to build flawless n8n workflows? Get started now! 🚀