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n8n-workflow-patterns

Proven workflow architectural patterns from real n8n workflows. Use when building new workflows, designing workflow structure, choosing workflow patterns, planning workflow architecture, or asking about webhook processing, HTTP API integration, database operations, AI agent workflows, batch processing, or scheduled tasks. Always consult this skill when the user asks to create, build, or design an n8n workflow, automate a process, or connect services — even if they don't explicitly mention 'patterns'. Covers webhook, API, database, AI, batch processing, and scheduled automation architectures. Also use when optimizing a slow workflow or speeding up large-item-count processing (node count, batchSize, all-items vs per-item).

70

Quality

86%

Does it follow best practices?

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SecuritybySnyk

Critical

Do not install without reviewing

The canonical home for this skill is n8n-workflow-patterns in czlonkowski/n8n-skills

SKILL.md
Quality
Evals
Security

Security

1 critical severity finding. Installing this skill is not recommended: please review these findings carefully if you do intend to do so.

Critical

E005: Suspicious download URL detected in skill instructions.

What this means

Detected a suspicious URL in the skill instructions that could lead the agent to download and execute malicious scripts or binaries. This includes links to executables from untrusted sources, typosquatting of official packages, URL shorteners that obscure the destination, and personal file hosting services.

Why it was flagged

The set contains a Google Drive direct-download link (https://drive.google.com/uc?id={fileId}&export=download), which is personal/file-hosting direct-download behavior commonly used to distribute unknown executables and is considered a high-risk indicator.

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Low

Low-risk findings.

1 low severity finding. Worth noting, but not necessarily harmful.

Low

W011: Third-party content exposure detected (indirect prompt injection risk).

What this means

The skill exposes the agent to untrusted, user-generated content from public third-party sources, creating a risk of indirect prompt injection. This includes browsing arbitrary URLs, reading social media posts or forum comments, and analyzing content from unknown websites.

Why it was flagged

In the AI Agent Workflow pattern, the agent’s main input is fed directly by a trigger such as a Webhook/Chat Trigger (user-supplied text), which the agent then consumes to produce an output.

Repository
czlonkowski/n8n-mcp
Audited
Security analysis
Snyk

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