N8n Workflow Patterns

Proven workflow architectural patterns from real n8n workflows.

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czlonkowski/n8n-skillspinned 19cd793

✓ Security state: reviewed

2 static scans, 0 counted findings.

Recorded for this package revision; Edge checks the exact bundle again when your agent loads it.

SKILL.md7 files · 95.1 KB

From czlonkowski’s public repository. Edge did not write or edit this skill.

What this skill does for you

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).

Quoted from the skill description in the pinned source

Use it with Edge

Set up Edge for me: read getedge.cc/SKILL.md and follow it. Then use Edge to load the n8n-workflow-patterns skill from czlonkowski/n8n-skills.

Paste it into Claude, ChatGPT, Codex or Cursor.

Or read the skill source first.

Security evidence

Security state at 2026-10-15: reviewed. State definitions. This records static evidence for this revision; live load eligibility is checked again.

2 static scans, 0 counted findings. The listed scanners recorded the results shown for this package revision.

Scanner	Date	Result	Findings
Edge static checks	2026-09-29	Pass	0
Edge committed-secret checks	2026-09-29	Pass	0

Static scans check the code, not how well the skill works.

Scanner scope, raw findings and mirrored provider records

Edge static checks (Edge-run): edge-static/1.0.0. Scope: Static patterns for remote execution, credentials with network sends, obfuscation, prompt overrides, hidden Unicode, binaries and persistence. Revision: 19cd793f4789e3ef9c657ccf26e097f641a77df0. Raw findings: not supplied. Counted findings: .

Edge committed-secret checks (Edge-run): edge-secrets/1.0.0. Scope: Credentials committed in the skill's files (values never shown). Revision: 19cd793f4789e3ef9c657ccf26e097f641a77df0. Raw findings: not supplied. Counted findings: .

Socket (skills.sh mirror): Version unavailable. Scope: Not supplied by the mirrored record. Revision: not supplied. Raw findings: not supplied. Counted findings: Not supplied.

Snyk (skills.sh mirror): Version unavailable. Scope: Not supplied by the mirrored record. Revision: not supplied. Raw findings: not supplied. Counted findings: Not supplied.

Source and licence

Repository: https://github.com/czlonkowski/n8n-skills
Pinned skill file: View source at revision
Revision: 19cd793f4789e3ef9c657ccf26e097f641a77df0
Package hash: sha256:dd6865a32cd4347cb461065c95400f7aaa3dbd2d3ad3bcef038fc35a89fd13fe
Licence: MIT

Files in the scanned package

7 files, 95.1 KB at revision 19cd793f4789. Each link opens the file on GitHub at that pinned revision.

File	Size
SKILL.md	20.2 KB
README.md	6.8 KB
ai_agent_workflow.md	9.7 KB
database_operations.md	16.7 KB
http_api_integration.md	14.3 KB
scheduled_tasks.md	16.0 KB
webhook_processing.md	11.5 KB

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Proven workflow architectural patterns from real n8n workflows.

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