CategoryWeightCategory scoreContribution

Securityprompt, exec, net, exfil, eval

35%

0.0 pts

Supply chainhash, typosquat, maintainer, lockfile

20%

100

20.0 pts

Maintenancestaleness, pinning, CI

15%

100

15.0 pts

TransparencySKILL.md, perms, README

15%

100

15.0 pts

Communityinstalls, verify, response

15%

100

15.0 pts

Findings & checks · 365 flagged

Securityscore 0 · 365 findings

HIGHLong base64-encoded blob hidden in the skill documentationSS-SKILL-INJECT-B64-PAYLOAD-01 · Prompt injection · data/cache/templates.json×365

HIGH — once decoded by the agent, an encoded payload has the same impact class as plain-text injection.

Why it matters

A base64 string of 128+ characters appears in a documentation file. Encoded prompt injection hides the hostile instruction in base64 — invisible to keyword filters — and relies on the agent's ability to decode it at runtime. There is no normal authoring reason to embed a multi-hundred-byte base64 blob in skill docs.

The exact value spotted

excerptdata/cache/templates.json· json

29304"iconData": {

29305"type": "file",

29306"fileBuffer": "data:image/svg+xml;base64,PD94bWwgdmVyc2lvbj0iMS4wIiBlbmNvZGluZz0iVVRGLTgiIHN

… (98 chars elided on L29306)

29307},

29308"displayName": "Mistral Cloud Chat Model",

Occurrences

365 occurrences · first at L156, also L279, L423 +362 more

Show all 365 locations

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How to fix

Remove the encoded blob, or decode it and review what it actually contains.

Decode the base64 string and confirm it is not an instruction directed at the agent.
Move any legitimate binary or signature data into a dedicated file (*.sig, SIGNATURES) outside the documentation.

Framework references

OWASPLLM01 ATLASAML.T0051

Trace & refs

ruleSS-SKILL-INJECT-B64-PAYLOAD-01sha256ea67050d27c32e41…rubric 365aacaView on GitHub

Supply chainscore 100 · 0 findings

✓—All supply chain checks passedNo findings in this category for the latest scan.pass

Maintenancescore 100 · 0 findings

✓—All maintenance checks passedNo findings in this category for the latest scan.pass

Transparencyscore 100 · 0 findings

✓—All transparency checks passedNo findings in this category for the latest scan.pass

Communityscore 100 · 0 findings

✓—All community checks passedNo findings in this category for the latest scan.pass

The primary manifest — the file an agent reads to learn what this artifact does.

README.md · 1 file

README.md14.0 KB · Markdown

n8n Skills

English | 繁體中文

Supported n8n version: v2.38.7

n8n Skills is an automation skill pack that enables AI assistants to directly understand and operate n8n workflows, covering comprehensive information on 545 nodes and 20 curated templates. Through n8n Skills, AI assistants can help you quickly design workflows and explore node functionalities, making workflow automation more intuitive, intelligent, and saving significant development time.

Why Choose n8n Skills

n8n Skills provides a complete n8n Skill Pack solution for AI assistant workflow integration:

Covers detailed documentation and usage guides for 545 n8n nodes
Provides 20 curated workflow templates covering common scenarios like AI chatbots, data processing, and communications
Multi-dimensional priority ranking system ensuring the most useful information is presented first
Node compatibility analysis to help design correct workflow connections
Supports Claude Code, Claude.ai Web, and Claude Desktop platforms
Continuously maintained and updated to follow the latest n8n versions

With n8n Skills, you can:

Quickly query any node's features, parameters, and configuration methods
Have AI assistants recommend suitable node combinations for specific tasks
Learn workflow design best practices and common patterns
Explore unlimited application possibilities with 545 nodes

Who Should Use

n8n Skills is designed for the following users:

AI Assistant Developers

Engineers developing with Claude Code CLI tool
Users seeking n8n knowledge in Claude.ai web version
Claude Desktop application enthusiasts

n8n Workflow Users

Automation engineers who want AI-assisted workflow design
n8n developers who need quick node functionality queries
Learners hoping to explore node best practices

Automation Enthusiasts

Innovators looking to integrate AI with workflow automation
Efficiency seekers aiming to boost productivity

Project Overview

This package provides AI assistants with the ability to access n8n node information, helping AI understand and operate n8n workflows.

Key Features

Provides complete information on n8n nodes
Supports node search and exploration
Node configuration validation
Workflow structure analysis
Support for 30+ popular community packages
Community packages organized by category (AI tools, communication, web scraping, etc.)

Technical Architecture

This project is built upon the n8n-mcp architecture, converted into an n8n Skill Pack generator with added priority ranking, node grouping, and documentation integration features. n8n Skills adopts a five-layer modular architecture (collectors, parsers, organizers, generators, build scripts), automatically collecting information from n8n NPM packages, APIs, and documentation, and generating skill packs best suited for AI assistants through intelligent ranking.

Using n8n Skills

This project generates the n8n Skills automation skill pack, allowing you to use comprehensive n8n workflow knowledge in Claude Code, Claude.ai, or Claude Desktop.

Download n8n Skill Pack

Go to the GitHub Releases page of this project
Download the latest version of the n8n-skills-{version}.zip file
After extraction, you will get the following file structure:

   n8n-skills/
   ├── SKILL.md              # Main skill file
   └── resources/            # Detailed node documentation
       ├── input/            # Input category nodes
       ├── output/           # Output category nodes
       ├── transform/        # Transform category nodes
       ├── trigger/          # Trigger category nodes
       ├── organization/     # Organization category nodes
       ├── misc/             # Miscellaneous nodes
       ├── community/        # Community package nodes
       └── templates/        # Workflow templates

Installation Methods

Choose the n8n Skills installation method according to the Claude platform you are using:

#### Claude Code (CLI Tool)

Suitable for developers using Claude Code in the terminal, loading n8n Skills through local skills directory.

Create a .claude/skills/ directory in your project root:

   mkdir -p .claude/skills/n8n-skills

Copy the extracted SKILL.md and resources/ directory to that directory:

   cp -r n8n-skills/* .claude/skills/n8n-skills/

The directory structure should look like this:

   your-project/
   └── .claude/
       └── skills/
           └── n8n-skills/
               ├── SKILL.md
               └── resources/

Verify installation: Ask Claude Code "List available n8n nodes". If the Skill is correctly invoked, the installation is successful.

#### Claude.ai Web (Web Version)

Suitable for general users in browsers.

Log in to Claude.ai
Go to the "Settings" page and find the "Capabilities" section
Click "Upload skill"
Select the downloaded n8n-skills-{version}.zip file to upload
After upload completes, you will see "n8n-skills" below. If not enabled, click to enable it.
Return to the conversation window and ask questions about n8n. Successfully using n8n-skills indicates successful installation.

#### Claude Desktop (Desktop Application)

Suitable for users of the Claude Desktop application.

Open the "Claude" desktop application
Go to the "Settings" page and find the "Capabilities" section
Find the "Skills" section and click "Upload skill"
Select the downloaded n8n-skills-{version}.zip file to upload
After upload completes, you will see "n8n-skills" below. If not enabled, click to enable it.
Return to the conversation window and ask questions about n8n. Successfully using n8n-skills indicates successful installation.

Basic Usage Examples

After installation, you can use it like this:

Query specific node information:

"What are the main features of the HTTP Request node?"
"How to send email using the Gmail node?"
"What programming languages does the Code node support?"

Explore workflow patterns:

"How to create a scheduled workflow?"
"What are the common node combinations for data transformation?"
"How to handle API errors and retries?"

Search for specific functionality:

"Which nodes can connect to Google Sheets?"
"What AI-related nodes are available?"
"What trigger nodes are available?"

Real-world Use Cases

Here are real-world scenarios using n8n Skills:

Case 1: AI-Assisted Workflow Design

Scenario: You want to create a workflow that "automatically sends daily operational reports."

Before n8n Skills: You need to manually search n8n documentation, research each node's functionality, and repeatedly trial-and-error to find the correct node combination.

After n8n Skills: Simply ask the AI assistant "How to create a scheduled email report workflow?", and the AI will recommend based on n8n Skills knowledge:

Schedule Trigger (for scheduling)
HTTP Request or Google Sheets (for data retrieval)
Code or Item Lists (for data processing)
Gmail or Send Email (for sending emails)

Time Saved: From hours of research reduced to minutes of design.

Case 2: Exploring the Best Node Combinations

Scenario: You want to integrate Slack notifications into your existing workflow but aren't sure which nodes are available.

With n8n Skills: Ask "Which nodes can send Slack messages?", and the AI will tell you:

Slack node (official integration, most comprehensive features)
HTTP Request (uses Slack API, highest flexibility)
Webhook (receives Slack events)

Along with explaining the pros and cons of each node, suitable scenarios, and configuration methods.

Benefit: Quickly find the most suitable solution for your needs, avoiding detours.

Case 3: Learning Workflow Best Practices

Scenario: Beginners want to learn how to handle API errors and retry mechanisms.

With n8n Skills: Ask "How to handle HTTP Request errors and retries?", and the AI will reference 20 curated templates and 542 nodes of knowledge to share:

How to use Error Trigger node
Built-in retry settings for HTTP Request
Error handling pattern using If node with Stop and Error
Real-world workflow examples

Accelerated Learning: From zero foundation to mastering best practices, systematically improving skills.

FAQ

Skill won't load?

Confirm the SKILL.md file is in the correct location
Check if the file name is correct (case-sensitive)
Verify the resources/ directory structure is complete
Restart the Claude application or refresh the webpage

File structure errors

Ensure SKILL.md and resources/ are in the same directory level
Do not modify the file structure inside the resources/ directory
If there are multiple directory levels after extraction, move the contents to the correct location

Version compatibility

Newer versions of n8n may have new nodes, but most features will still work
It's recommended to regularly update the Skill Pack to get the latest node information

How to update to a new version

Download the latest version from GitHub Releases
Delete the old Skill files
Reinstall the new version following the installation steps
Restart the Claude application

Reference Resources

Development Environment Setup

npm install

Development Commands

# Build project
npm run build

# Development mode
npm run dev

# Run tests
npm test

# Type checking
npm run typecheck

Technical Requirements

Node.js >= 18.0.0
TypeScript >= 5.3.0

Project Information

Maintainer

Frank Chen (@haunchen)
Project Homepage: https://github.com/haunchen/n8n-skills

Version Information

Current Version: 1.2.0
Supported n8n Version: v2.38.7
Last Updated: September 2026
Release Frequency: Follows n8n major version updates

Project Statistics

Node Coverage: 542 built-in nodes
Community Packages: 30+ packages
Curated Templates: 20 templates
Output Files: 126 files
Total Documentation Size: 2.7 MB
Supported Platforms: Claude Code, Claude.ai Web, Claude Desktop

Technical Features

Multi-dimensional priority scoring system (usage frequency, documentation quality, community popularity)
Node hierarchical merging strategy to optimize file structure
Automated CI/CD pipeline ensuring quality
Caching mechanism to accelerate build process
Node compatibility matrix analysis

Acknowledgments

This project was built using the following resources:

Based on the n8n-mcp project architecture created by Romuald Czlonkowski @ www.aiadvisors.pl/en
Uses n8n node type definitions and metadata
References n8n official documentation

Thanks to all contributors and the open source community for their support.

n8n Official Website: https://n8n.io
n8n GitHub: https://github.com/n8n-io/n8n
n8n Documentation: https://docs.n8n.io
n8n-mcp Project: https://github.com/czlonkowski/n8n-mcp

Community and Support

We welcome your participation and feedback!

Issue Reporting and Feature Suggestions

Encountered a problem? Please report it at GitHub Issues
Have a feature suggestion? Feel free to open a new Issue for discussion
Found a bug? Please provide detailed reproduction steps

Contributing

Check CONTRIBUTING.md to learn how to contribute
Fork the project and submit a Pull Request
Improvements to documentation, bug fixes, and new features are all welcome
Help translate into other languages

Stay Connected

Follow GitHub Releases for notifications about new versions
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Share with friends and colleagues who might need it

Technical Support

Usage questions: Please first check the "FAQ" section
Technical discussions: Feel free to initiate discussions in Issues
n8n-related questions: Please refer to n8n Official Documentation or n8n Community Forum

License Information

This project is licensed under the MIT License, but includes the following third-party resources:

n8n-mcp - n8n Model Context Protocol Integration

License: MIT License
Source: https://github.com/czlonkowski/n8n-mcp
Author: Romuald Czlonkowski @ www.aiadvisors.pl/en

For detailed license information, please refer to ATTRIBUTIONS.md and LICENSE.

License Terms

MIT License - See LICENSE for details.

All trademarks and copyrights belong to their respective owners.

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