n8n-agents
Design n8n AI agents the right way. Use when building or editing any @n8n/n8n-nodes-langchain.* AI node — an AI Agent, LLM chain,…
Write, review, or debug JavaScript in an n8n Code node. Use when a Code node is already in the workflow (editing it, fixing an error, choosing its mode, making it faster), or when a new one is justified: no native node fits (check the job-to-node table in using-n8n-mcp-skills
Claude Code
$ npx -y skills add czlonkowski/n8n-skills --skill n8n-code-javascript --agent claude-code
Codex
$ npx skills add czlonkowski/n8n-skills --skill n8n-code-javascript -a codex -y
Cursor
$ npx skills add czlonkowski/n8n-skills --skill n8n-code-javascript -a cursor -y
Gemini CLI
$ npx skills add czlonkowski/n8n-skills --skill n8n-code-javascript -a gemini-cli -y
GitHub Copilot
$ npx skills add czlonkowski/n8n-skills --skill n8n-code-javascript -a github-copilot -y
OpenCode
$ npx skills add czlonkowski/n8n-skills --skill n8n-code-javascript -a opencode -y
Windsurf
$ npx skills add czlonkowski/n8n-skills --skill n8n-code-javascript -a windsurf -y
name: n8n-code-javascript description: "Write, review, or debug JavaScript in an n8n Code node. Use when a Code node is already in the workflow (editing it, fixing an error, choosing its mode, making it faster), or when a new one is justified: no native node fits (check the job-to-node table in using-n8n-mcp-skills first) and the job is on the closed list — loops or recursion no node expresses, state across runs, parsing no node handles, an allowlisted library, heavy all-items work, or one short node replacing 4+ glue nodes. Covers $input/$json/$node in code, this.helpers, Luxon, SplitInBatches loops, cross-iteration data, pairedItem, per-item performance, and the \"Why Code:\" note. Filtering, totals, dedupe, sorting, joins, file formats and API paging have native nodes (Filter, Summarize, Remove Duplicates, Sort, Merge, Extract From File, HTTP Request): see n8n-node-configuration. EXCEPTION — for the AI-agent-callable Custom Code Tool (@n8n/n8n-nodes-langchain.toolCode), use n8n-code-tool; it has a different runtime contract."
Expert guidance for writing JavaScript code in n8n Code nodes.
---
A new Code node has to pass this gate first:
1. **Is there a native node for the job?** Check the job-to-node table in `using-n8n-mcp-skills`: Filter, IF / Switch, Summarize, Aggregate, Split Out, Merge, Compare Datasets, Remove Duplicates, Sort + Limit, Date & Time, XML / HTML / Extract From File / Convert To File, HTTP Request (pagination, batching) and Crypto cover most reaches for Code. Their configs are in `n8n-node-configuration` → NATIVE_NODES.md. 2. **Would a short expression in that node do?** One expression, no function body — the helper methods (`.pluck()`, `.sum()`, `.unique()`, `$ifEmpty()`, `.diffTo()`) are in `n8n-expression-syntax` and, on n8n-mcp 2.97.0+, in `tools_documentation({topic: "expression_helpers"})`. Several statements inside `{{ }}` count as code, so they belong here rather than in an Edit Fields field. 3. **Is the job on the closed list?** Loops or recursion no node expresses, state across runs (`$getWorkflowStaticData`), parsing no node handles, an allowlisted library, heavy all-items work (thousands of items, stated or measured), or one short Code node (~15 lines) replacing 4+ glue nodes that only reshape data.
If it passes, write the Code node and give it a note, so the next reader (and the review hooks) can see why:
{ "name": "Flatten category tree", "type": "n8n-nodes-base.code", "notes": "Why Code: Split Out considered — the tree has arbitrary depth (recursion)", "notesInFlow": true }Editing or debugging a Code node that is already there doesn't need the gate, but if the node does a native-node job, say so and offer the native replacement.
---
// Basic template for Code nodes
const items = $input.all();
// Process data
const processed = items.map(item => ({
json: {
...item.json,
processed: true,
timestamp: new Date().toISOString()
}
}));
return processed;1. **Choose "Run Once for All Items" mode** (recommended for most use cases) 2. **Access data**: `$input.all()`, `$input.first()`, or `$input.item` 3. **Return `[{json: {...}}]`** — the canonical, mode-portable form. In *Run Once for All Items* mode n8n also auto-wraps a bare `return {…}` object, so that runs too; what genuinely fails is returning a primitive (string/number) or `null`. 4. **CRITICAL**: Webhook data is under `$json.body` (not `$json` directly) 5. **Built-ins available**: `this.helpers.httpRequest()` (no auth — the bare `$helpers` global is **undefined** in the task-runner sandbox, so `$helpers.httpRequest()` throws `ReferenceError: $helpers is not defined`), DateTime (Luxon), $jmespath(). **Not available**: `this.helpers.httpRequestWithAuthentication` (deny-listed), $env (when N8N_BLOCK_ENV_ACCESS_IN_NODE=true), require() (unless allowlisted). For anything beyond a trivial unauthenticated GET (auth, pagination, retries), prefer the **HTTP Request node** and keep Code nodes for pure logic. 6. **Instance-allowlisted libraries**: Self-hosted instances can allowlist modules via `N8N_RUNNERS_ALLOWED_BUILT_IN_MODULES` and `N8N_RUNNERS_ALLOWED_EXTERNAL_MODULES` (legacy: `NODE_FUNCTION_ALLOW_BUILTIN` / `NODE_FUNCTION_ALLOW_EXTERNAL`). If the user says their instance allows specific modules (e.g. `axios`, `lodash`, `crypto`), use them via `require()` — don't refuse. If unsure, ask or default to built-ins only. 7. **Wrong skill?** If you're writing code for a **Custom Code Tool** attached to an AI Agent (`@n8n/n8n-nodes-langchain.toolCode`), stop — that node has a different contract (input via `query`, must return a string, no `$input`/`$helpers`). Use the **n8n-code-tool** skill.
---
The Code node offers two execution modes. Choose based on your use case:
**Use this mode for:** 95% of use cases
// Example: running balance — each item depends on the ones before it,
// which no native node expresses (Summarize gives one total per group, not a running one)
let balance = 0;
return $input.all().map(item => {
balance += item.json.amount || 0;
return { json: { ...item.json, balance } };
});**When to use:**
Native first: totals, averages and counts → **Summarize**; sorting or ranking → **Sort + Limit**; deduplication →
Expert Claude Code skills for building flawless n8n workflows using the n8n-mcp MCP server
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