Install command
Provided
skillsFirst-partyReview first Safety ✓ Privacy ✓
n8n AI Agent Workflow Architect Skill
Design production-safe n8n automations with AI agents, retries, human approval gates, and observable error handling.
HarnessClaude CodeCodexWindsurfGeminiCursorCLI
Level:advancedType:generalVerified:draft
Review first — review before installing
Open the source and read safety notes before installing.
Citation facts
Source-backed facts for citing this resource, derived directly from the registry — also available as plain text for AI assistants.
- Source URLs
- https://docs.n8n.io/advanced-ai/, https://github.com/JSONbored/awesome-claude/blob/main/content/skills/n8n-ai-agent-workflow-architect.mdx
- Brand
- n8n
- Brand domain
- n8n.io
- Brand asset source
- brandfetch
- Package URL
- /downloads/skills/n8n-ai-agent-workflow-architect.zip
- Package SHA256
- 7b9351535e62d89cea292da665d32ba45eb6e32d4a178b478e054cf8f69b493b
- Safety notes
- Can design automation for live browsers, accounts, workflows, or infrastructure; use staging targets and human approval before destructive or account-write actions., Keep API tokens and service credentials least-privileged, and verify generated runbooks before scheduling or unattended execution.
- Privacy notes
- Inputs and outputs can include browser state, account metadata, workflow payloads, infrastructure inventory, logs, and operational screenshots., Redact credentials, session data, customer records, internal hostnames, and private workspace details before sharing prompts or artifacts.
- Platform compatibility
- claude-code (native-skill), codex (native-skill), windsurf (native-skill), gemini (native-skill), cursor (adapter), cli (manual-context)
- Author
- JSONbored
- Claim status
- unclaimed
- Last verified
- 2026-04-10
Decision playbook
Ready to evaluate for your workflow
Signals are comparatively strong, but you should still validate source, privacy posture, and package provenance for your environment.
Compare context
Selected
0
Current score
96
Baseline
—
Delta
No baseline selected
No major trust-signal divergence detected in the current selection.
Source and provenance checks
CompleteConfirm ownership and provenance before trusting install instructions.
- Done
Source link availableRequired
Open the canonical repository and verify ownership.
- Done
Source provenance statusRequired
Marked as first-party.
- Done
Metadata reviewed
Registry metadata indicates a reviewed listing.
Safety and privacy checks
CompleteValidate risk disclosures before installation or API wiring.
- Done
Safety notes presentRequired
Review the listed safety guidance before running commands.
- Done
Privacy notes presentRequired
Review data handling notes before connecting accounts or secrets.
- Done
Trust level risk gateRequired
Trust level does not block evaluation.
Package and install checks
CompleteCheck package metadata and artifact integrity signals.
- Done
Install payload available
Install or copy payload is available for review.
- Done
Package verification flag
Package marked verified.
- Done
Checksum metadata
SHA-256 hash is present.
Compare-driven decision checks
Needs reviewUse compare context to validate trade-offs before adoption.
- Pending
Compare tray has multiple entries
Add at least one more entry to compare trust differences.
- Pending
Baseline comparison available
No baseline peer selected yet.
- Pending
Diverging trust signals identified
No major trust-signal divergence found.
Setup at a glance
Package install
Copy-ready — paste the snippet to get started.
Config snippet
Not provided
Copy snippet
Provided
Prerequisites
3 to clear
Platforms
6 listed
Difficulty
70/100
Adoption plan
Balanced adoption plan
Current risk score 0/100. Use staged verification before broader rollout.
Pre-adoption checks
Validate source and review signals before any execution.
- Done
Confirm source provenanceRequired
Source URL/provenance metadata is present.
- Done
Confirm metadata review state
Listing has review metadata.
- Done
Verify install payload
Install/config payload exists and can be inspected.
Security checks
Confirm safety, privacy, and package integrity signals.
- Done
Review safety notesRequired
Safety notes are present.
- Done
Review privacy notesRequired
Privacy notes are present.
- Done
Verify package integrity metadata
Package verification/checksum metadata is available.
Rollout
Adopt in controlled steps based on the selected plan.
- Pending
Run in isolated sandbox firstRequired
Use a constrained sandbox and observe behavior across multiple tasks.
- Pending
Roll out graduallyRequired
Roll out to a small cohort before wider usage.
- Pending
Set monitoring and fallback
Define rollback path and monitor errors after adoption.
Evidence readiness
Evidence readiness matrix · balanced
Required evidence gates are covered (6/6 signals complete).
Source provenance
PresentSource repository/provenance is listed.
Required in this preset
Metadata review
PresentReview metadata is present.
Required in this preset
Safety notes
PresentSafety notes are present.
Required in this preset
Privacy notes
PresentPrivacy notes are present.
Optional in this preset
Package integrity
PresentPackage integrity metadata is present.
Optional in this preset
Install payload
PresentInstall payload is available.
Required in this preset
Required evidence gates are covered for this preset.
Decision timeline
Decision timeline · balanced
6/6 steps complete with no blocking gaps for this preset.
triage
Confirm source provenanceRequired
Source/provenance metadata is available.
triage
Check metadata review statusRequired
Review metadata is available.
verify
Review safety notesRequired
Safety notes are available.
verify
Review privacy notes
Privacy notes are available.
verify
Validate package integrity metadata
Package integrity metadata is available.
rollout
Verify install payload and commandsRequired
Install payload is available.
No required blockers for this timeline preset.
Prerequisite readiness
Prerequisite readiness
3 prerequisites to line up before setup. Have accounts and credentials ready first.
Account & credentials1General2
Safety & privacy surface
Safety & privacy surface
2 safety and 2 privacy notes across 3 risk areas. Review closely: credentials & tokens.
- SafetyExecution & processesCan design automation for live browsers, accounts, workflows, or infrastructure; use staging targets and human approval before destructive or account-write actions.
- SafetyCredentials & tokensKeep API tokens and service credentials least-privileged, and verify generated runbooks before scheduling or unattended execution.
- PrivacyData retentionInputs and outputs can include browser state, account metadata, workflow payloads, infrastructure inventory, logs, and operational screenshots.
- PrivacyCredentials & tokensRedact credentials, session data, customer records, internal hostnames, and private workspace details before sharing prompts or artifacts.
Safety notes
- Can design automation for live browsers, accounts, workflows, or infrastructure; use staging targets and human approval before destructive or account-write actions.
- Keep API tokens and service credentials least-privileged, and verify generated runbooks before scheduling or unattended execution.
Privacy notes
- Inputs and outputs can include browser state, account metadata, workflow payloads, infrastructure inventory, logs, and operational screenshots.
- Redact credentials, session data, customer records, internal hostnames, and private workspace details before sharing prompts or artifacts.
Prerequisites
- n8n instance with credential vault configured
- Defined business process to automate
- Access to destination systems (CRM, ticketing, chat, docs, etc.)
Schema details
- Install type
- package
- Reading time
- 7 min
- Difficulty score
- 70
- Troubleshooting
- Yes
- Breaking changes
- No
Package metadata
- Package verified
- Yes
- SHA-256
- 7b9351535e62d89cea292da665d32ba45eb6e32d4a178b478e054cf8f69b493b
Skill and platform metadata
- Skill type
- general
- Skill level
- advanced
- Verification
- draft
- Verified at
- 2026-04-10
Retrieval sources
https://docs.n8n.io/advanced-ai/
Tested platforms
ClaudeCodexOpenClawCursorWindsurfGemini
| Platform | Support | Install path |
|---|---|---|
| claude-code | Native | .claude/skills/<skill-name>/SKILL.md |
| codex | Native | .agents/skills/<skill-name>/SKILL.md |
| windsurf | Native | .windsurf/skills/<skill-name>/SKILL.md |
| gemini | Native | .gemini/skills/<skill-name>/SKILL.md or .agents/skills/<skill-name>/SKILL.md |
| cursor | Adapter | .cursor/rules/<skill-name>.mdc |
| cli | Manual | AGENTS.md or tool-specific context file |
Full copyable content
# Trigger
"Apply the n8n AI workflow architect skill to design this automation."
# Required output
1) Workflow graph (triggers, transforms, AI nodes, side effects)
2) Failure/retry policy per node
3) Human approval checkpoints
4) Monitoring + alerting plan
# Constraints
- No silent failures
- Idempotent external writes
- Clear rollback pathAbout this resource
Overview
This skill helps AI agents design and maintain n8n workflows that are useful in production, not just demos. It prioritizes reliability, traceability, and controlled side effects while still moving quickly.
Compatibility
Native
- Claude Code / Claude: native skill usage via
SKILL.md. - Codex/OpenAI workflows: compatible with Agent Skills-style
SKILL.mdcontent as reusable workflow instructions.
Manual Adaptation
- Gemini CLI: native skill usage via
.gemini/skills/<skill-name>/SKILL.mdor.agents/skills/<skill-name>/SKILL.mdwhere supported. - Cursor: use the generated
.cursor/rules/*.mdcadapter for project rules. - OpenClaw and similar agents: use the same skill content as a reusable prompt/workflow file when native skill import is unavailable.
Prerequisites
- Stable trigger definition (webhook, schedule, event queue, inbox)
- Clear success criteria and expected outputs
- Error budget and escalation target
What This Skill Delivers
- n8n workflow architecture with explicit control flow
- Safe AI usage pattern (classification, extraction, summarization, routing)
- Retry, dead-letter, and human-review branches
- Logging and alerting checklist for post-launch operations
How to Use This Skill
Prompt Pattern
Use the n8n AI workflow architect skill for <business process>.
Produce:
1) node-by-node workflow design,
2) failure handling policy,
3) human approval criteria,
4) deployment checklist.
Execution Flow
- Map trigger, inputs, and downstream systems.
- Separate deterministic transforms from probabilistic AI steps.
- Add approval gates before irreversible actions.
- Add retries, timeouts, and dead-letter path.
- Define observability: run IDs, error labels, and incident routing.
Troubleshooting
Issue: Workflow loops or duplicates records
Fix: Enforce idempotency keys and persistence checks before write operations.
Issue: AI node output is inconsistent
Fix: Use strict output schemas and validation before branching decisions.
Issue: Failures are discovered too late
Fix: Add per-path alerts for retry exhaustion and dead-letter queue growth.
Knowledge Freshness
Treat tooling details as time-sensitive. Re-validate APIs, limits, pricing, auth models, and deployment flags immediately before implementation. If docs conflict with prior memory, follow current official docs and release notes.
Retrieval Sources
Output Contract
- Return a concrete plan with implementation order.
- Provide production-ready commands/config/code snippets (not placeholders).
- Include explicit assumptions and unresolved risks.
- Include a verification checklist with pass/fail criteria.
Quality Gates
- All commands are copy/paste ready.
- Security-sensitive steps call out secret handling and least privilege.
- Version-sensitive guidance cites current docs used.
- Rollback path is included for risky changes.
- Final output includes quick validation commands/tests.
Source citations
Add this badge to your README
Show that n8n AI Agent Workflow Architect Skill is listed on HeyClaude. Paste this Markdown into your README — it renders the badge and links back to this page.
[](https://heyclau.de/entry/skills/n8n-ai-agent-workflow-architect)How it compares
n8n AI Agent Workflow Architect Skill side by side with 3 alternatives on trust, install, platform support, and disclosed safety notes — all from reviewed registry metadata.
3 trust signals differ across this comparison (Package trust, Source provenance, Submitter).
Next steps differ across entries — use the actions in the table below to copy install commands and source links per resource.
| Field | Design production-safe n8n automations with AI agents, retries, human approval gates, and observable error handling. Open dossier | Expert n8n capability skill focused on secure production operation, workflow isolation, secret hygiene, and abuse-resistant automation design. Open dossier | Expert n8n operations capability pack for resilient workflow execution, incident recovery, credential safety, and production reliability. Open dossier | Expert dynamic workflows capability pack applying documented /workflows monitoring, scoped orchestration prompts, and keyword trigger governance from official workflows documentation. Open dossier |
|---|---|---|---|---|
| Next stepsDiffers | ||||
| Trust | ||||
| Review status | ReviewedMaintainer reviewed | ReviewedMaintainer reviewed | ReviewedMaintainer reviewed | ReviewedMaintainer reviewed |
| Package trustDiffers | Package verified2026-04-10 | Package verified2026-04-10 | Package verified2026-04-11 | Package not verified |
| Source provenanceDiffers | Source-backed | No submission link | No submission link | Submission linkedSource submission |
| SubmitterDiffers | — | — | — | kiannidev |
| Install risk | Review first | Low risk | Low risk | Review first |
| Notes | Safety ✓ Privacy ✓ | Safety ✓ Privacy ✓ | Safety ✓ Privacy ✓ | Safety ✓ Privacy ✓ |
| Brand | — | |||
| Category | skills | skills | skills | skills |
| Source | first-party | first-party | first-party | source-backed |
| Author | JSONbored | JSONbored | JSONbored | kiannidev |
| Added | 2026-04-10 | 2026-04-10 | 2026-04-11 | 2026-06-16 |
| Platforms | Claude CodeCodexWindsurfGeminiCursorCLI | Claude CodeCodexWindsurfGeminiCursorCLI | Claude CodeCodexWindsurfGeminiCursorCLI | Claude CodeCodexWindsurfGeminiCursorCLI |
| Source repo | — | — | — | — |
| Safety notes | ✓Can design automation for live browsers, accounts, workflows, or infrastructure; use staging targets and human approval before destructive or account-write actions. Keep API tokens and service credentials least-privileged, and verify generated runbooks before scheduling or unattended execution. | ✓Can design automation for live browsers, accounts, workflows, or infrastructure; use staging targets and human approval before destructive or account-write actions. Keep API tokens and service credentials least-privileged, and verify generated runbooks before scheduling or unattended execution. | ✓Can design automation for live browsers, accounts, workflows, or infrastructure; use staging targets and human approval before destructive or account-write actions. Keep API tokens and service credentials least-privileged, and verify generated runbooks before scheduling or unattended execution. | ✓Autonomous workflows can run shell commands without mid-run user input—scope paths and tools first. Do not enable destructive automation without explicit approval gates. Review outputs as draft until a human validates evidence. |
| Privacy notes | ✓Inputs and outputs can include browser state, account metadata, workflow payloads, infrastructure inventory, logs, and operational screenshots. Redact credentials, session data, customer records, internal hostnames, and private workspace details before sharing prompts or artifacts. | ✓Inputs and outputs can include browser state, account metadata, workflow payloads, infrastructure inventory, logs, and operational screenshots. Redact credentials, session data, customer records, internal hostnames, and private workspace details before sharing prompts or artifacts. | ✓Inputs and outputs can include browser state, account metadata, workflow payloads, infrastructure inventory, logs, and operational screenshots. Redact credentials, session data, customer records, internal hostnames, and private workspace details before sharing prompts or artifacts. | ✓Workflow and session output may contain proprietary code and credentials. Summaries for external channels require redaction. |
| Prerequisites |
|
|
|
|
| Install | | | | — |
| Config | — | — | — | — |
| Citations | ||||
| Claim | Unclaimed | Unclaimed | Unclaimed | Unclaimed |
Related resources
Alternatives
n8n Production Security Capability Pack Skill
Deep n8n production security skill for safe AI workflows, credential protection, and incident-ready operations.
Level:expertType:capability-packVerified:validated
TrustedFirst-partyLow riskAdded 3mo ago
Safety ✓ Privacy ✓by JSONboredn8n Operations Resilience Capability Pack Skill
Run n8n in production with retry strategy, failure isolation, and secure credential governance.
Level:expertType:capability-packVerified:validated
TrustedFirst-partyLow riskAdded 3mo ago
Safety ✓ Privacy ✓by JSONboredRelated guides
Featured in
- Best list: Agent workflow starter kitsOpen 4 picks in the interactive comparison tool
- Best list: Claude skills for design and frontend workOpen 4 picks in the interactive comparison tool
- Best list: Raycast-friendly Claude workflow resourcesOpen 4 picks in the interactive comparison tool
- Best list: Claude Code workflow starter kitOpen 4 picks in the interactive comparison tool
Signals
Loading live community signals…
More like this, weekly
A short, calm digest of reviewed Claude resources. Unsubscribe any time.