Agent Native

intent-recognition

Classifies automation requests by determining which primitive owns the top-level control flow (workflow, agent, needs clarification, or out-of-scope) and…

by n8nOfficial publisherNot reviewed

Identity proven by GitHub's verified organisation badge (n8n-io)

Agents
Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode, claude.ai and API
License
License unclear
Pin
a2c8142pinned Oct 9, 2026
Context cost
about 6,900 tokenswhen the skill loads
GitHub stars
206,720on n8n-io/n8n
Scripts
None found

What it does

“Classifies automation requests using two decisions: anchor (which primitive owns the top-level control flow — workflow-anchored, agent-anchored, needs-clarification, or out-of-scope) and embeds_other (whether the other primitive appears embedded inside — an agent step inside a workflow, or a workflow invoked as an agent tool). Must be used whenever the current turn requires choosing or reconsidering the intent of an automation request, including compound requests, independent automations introduced mid-build, one-off questions or reports that need external systems you cannot query directly, and requests that need clarification before an anchor can be chosen. An explicit Agent request routes to agent-builder before ask-user. Do not load for routine edits or extensions when the conversation already targets a workflow or Agent.”
The author's description, from SKILL.md

Generated summary from the skill's own text

Classifies automation requests by determining which primitive owns the top-level control flow (workflow, agent, needs clarification, or out-of-scope) and whether the other primitive appears embedded inside. Routes the request to the appropriate builder or handler based on signals like reasoning dominance, persistent roles, deterministic triggers, and interaction patterns.

When to use it

  • New automation request needs artifact type classification before building
  • Existing workflow or agent context changes with a new request carrying its own anchor signal
  • Compound request contains multiple independent automations with separate triggers
  • Request is underspecified on anchor-defining axes requiring clarification before proceeding

When not to

  • User is mid-build extending an existing artifact without new anchor signals
  • Existing resources request like triggering or managing already-built workflows
  • One-off content task with no trigger, persistence, or reuse intent

Install

Restricted license: install from the publisher's repository and read its terms.

These commands install from the publisher's repository and need no account.

skills CLI

npx skills add n8n-io/n8n --skill intent-recognition

Installs from the repository's default branch, which may have changed since the commit we checked.

GitHub CLI 2.90 or later

gh skill install n8n-io/n8n intent-recognition@a2c814201354adaa324ba4343a7f68f9b4d2abd2

Installs the commit we checked (a2c8142).

Copy by hand

Download the folder at a2c8142 and put it in .claude/skills/intent-recognition for Claude Code and in .agents/skills/intent-recognition for Codex, Cursor, Gemini CLI, GitHub Copilot and OpenCode.

Skill folder on GitHub at a2c8142

Copy for your agent

A prompt for any coding agent. It installs this skill from GitHub at the pinned commit, copies the files as they are, and runs nothing unless you ask.

Prompt

Install the agent skill "intent-recognition" by n8n.

Source, pinned to commit a2c814201354adaa324ba4343a7f68f9b4d2abd2:
https://github.com/n8n-io/n8n/tree/a2c814201354adaa324ba4343a7f68f9b4d2abd2/packages/@n8n/instance-ai/skills/intent-recognition

1. Download that folder at exactly this commit. Do not use the default branch.
2. Copy every file unchanged, keeping the folder structure, into .claude/skills/intent-recognition/ for Claude Code and .agents/skills/intent-recognition/ for Codex, Cursor, Gemini CLI, GitHub Copilot and OpenCode. Create the folders if they do not exist.
3. Do not edit the files, and do not run any script in the folder unless I ask you to.
4. When you are done, list the files you copied and where you put them.

Its license is restricted or not stated. Show me the license terms from the repository before you copy anything.

Listing and checks: https://www.agentnative.dev/skills/n8n/intent-recognition

SKILL.md at the pin

The license of this skill does not let us show its files here.

View SKILL.md on GitHub at a2c8142

Files

1 file, 29 KB in total. Each file has a sha256 in the pin's manifest; the first 12 characters are shown.

Skill folder on GitHub at a2c8142
All 29 skills from n8n

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Open roles at n8n

3 open roles on the jobs board

See all 3 roles at n8n on the jobs board

The skills listed here are third-party software, collected from public GitHub repositories as a catalog of recent skills and provided as is. Agent Native does not write or control them and is not responsible for any harm, loss or damage caused by installing or using them. Labels and checks describe what we saw at one commit and are not a guarantee. Read a skill's files before you run it. Terms of use