n8n-skills is a collection of Claude Code skills and hooks that guide AI assistants in creating, validating, and deploying n8n workflows through the n8n-mcp server. Developers use it to automate workflow construction, configure nodes and expressions, resolve validation errors, and operate self-hosted n8n. The catalogue entries are its skills, hooks, plugins, and instruction.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add czlonkowski/n8n-skills --skill n8n-validation-expertgit clone --depth 1 https://github.com/czlonkowski/n8n-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/czlonkowski/n8n-skills/n8n-validation-expert)<a href="https://agentmods.dev/skills/czlonkowski/n8n-skills/n8n-validation-expert"><img src="https://agentmods.dev/badge/skills/czlonkowski/n8n-skills/n8n-validation-expert/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/czlonkowski/n8n-skills/n8n-validation-expert"><img src="https://agentmods.dev/badge/skills/czlonkowski/n8n-skills/n8n-validation-expert.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket pass
- Snyk pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00091 | $0.05004 |
| Opus 5 | $0.00046 | $0.02502 |
| Sonnet 5 | $0.00018 | $0.01001 |
| Haiku 4.5 | $0.00009 | $0.00500 |
Grade A, and why
n8n-validation-expert scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
This is a copy
100% identical to n8n-validation-expert — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 515 lines — stays where its author put it; the contents beside it link to each section on GitHub.
n8n Validation Expert
Expert guide for interpreting and fixing n8n validation errors.
Validation Philosophy
Validate early, validate often
Validation is typically iterative:
- Expect validation feedback loops
- Usually 2-3 validate → fix cycles
- Average: 23s thinking about errors, 58s fixing them
Key insight: Validation is an iterative process, not one-shot!
Error Severity Levels
1. Errors (Must Fix)
Blocks workflow execution - Must be resolved before activation
Types:
missing_required- Required field not providedinvalid_value- Value doesn't match allowed optionstype_mismatch- Wrong data type (string instead of number)invalid_reference- Referenced node doesn't existinvalid_expression- Expression syntax error
Example:
{
"type": "missing_required",
"property": "channel",
"message": "Channel name is required",
"fix": "Provide a channel name (lowercase, no spaces, 1-80 characters)"
}
2. Warnings (Should Fix)
Doesn't block execution - Workflow can be activated but may have issues
Types:
best_practice- Recommended but not required — surfaces underai-friendly/strictonlydeprecated- Using old API/feature — surfaces under every profilesecurity- Hardcoded secrets, unauthenticated webhooks — surfaces under every profileperformance- Potential performance issue — advisory,ai-friendly/strict
Example (best-practice — appears under ai-friendly / strict):
{
"type": "warning",
"nodeName": "Slack",
"message": "Slack API can have rate limits and transient failures"
}
3. Suggestions (Optional)
Nice to have - Improvements that could enhance workflow
Types:
optimization- Could be more efficientalternative- Better way to achieve same result
The Validation Loop
Pattern from Telemetry
7,841 occurrences of this pattern:
1. Configure node
↓
2. validate_node (23 seconds thinking about errors)
↓
3. Read error messages carefully
↓
4. Fix errors
↓
5. validate_node again (58 seconds fixing)
↓
6. Repeat until valid (usually 2-3 iterations)
What ships with it
4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 11d ago First seen · 515 lines · 91 tokens per session scan A 1b81cfd31b4f
n8n-validation-expert is a skill published in the GitHub repository czlonkowski/n8n-skills (6,210 stars, last pushed 7d ago), licensed MIT. It adds 91 tokens to every session and 5,004 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 0 findings. It is 100% identical to n8n-validation-expert, differing in 0 lines, and is treated as a copy.
Other skills, from other repositories
monitor-executions
Monitor n8n workflow executions. Wait for completion, extract output, get errors, list failed runs. Use for execution tracking and debugging.
n8n-diagnostics
Diagnose n8n issues by analyzing logs, detecting error patterns, and providing actionable fixes. Use when workflows fail, services are unhealthy, or debugging n8n problems.
n8n-error-handling
Wire n8n error handling so failures are loud, structured, and recoverable. Use when building any webhook/API workflow, a scheduled or unattended workflow, or any path where a silent failure would drop user-visible work — and whenever the user mentions error handling, onError, continueErrorOutput, error…
n8n-validation-expert
Interpret validation errors and guide fixing them. Use when encountering validation errors, validation warnings, false positives, operator structure issues, or need help understanding validation results. Also use when asking about validation profiles, error types, the validation loop process, or auto-fix capabilities.…
debugging-executions
Debug failed or wrong-output workflow executions using executions tools. Load when the user reports execution failures, unexpected node output, empty parameter values after a successful run, or a node showing a red or failed expression error.
n8n-docs-assistant
Answers n8n product, setup, credential, node, hosting, API, and usage questions from current n8n docs. Use when the user asks how to configure, set up, troubleshoot, or understand n8n behavior, especially credential setup questions opened from the credential modal.