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n8n-studio:summarize-workflow

Summarize n8n workflows into JSON files with per-node descriptions.

Updated Apr 10, 2026
Search Tags:#automation#documentation#MCP#json#workflow analysis#n8n#node summarization
One-click install
npx skills add https://github.com/icednut/n8n-studio --skill n8n-studio-summarize-workflow
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: n8n-studio:summarize-workflow
Source: https://github.com/icednut/n8n-studio/tree/main/skills/summarize-workflow
Command: npx skills add https://github.com/icednut/n8n-studio --skill n8n-studio-summarize-workflow

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It solves the problem of understanding and documenting an existing n8n workflow by automatically converting its node structure into a readable JSON summary.

Core Features & Use Cases

  • Workflow-to-JSON summary: Extracts workflow metadata (ID, name, and description) and produces a structured node_summary list per node.
  • Node structure analysis: Infers what each node does (based on node type, parameters, and connections) to generate clear 1–2 sentence explanations.
  • Save-ready output: Writes a [workflow_id].json file into an appropriate summary/ location (or prompts for a path) so the result can be used for documentation or downstream planning.

Quick Start

Ask: "Summarize the n8n workflow with ID JLvMyC2iPaAWePfH into a JSON file and store it under the workflow summary folder."

Frequently Asked Questions about n8n-studio:summarize-workflow

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I document an n8n workflow automatically into JSON?▼

To document an n8n workflow into JSON, this Skill extracts metadata and generates per-node summaries via MCP. It infers missing descriptions from node structures, creating a save-ready JSON file for your documentation.

Can I analyze an n8n workflow structure without reading every node manually?▼

Yes, you can analyze an n8n workflow structure automatically. The Skill reads node types, parameters, and connections to produce 1-2 sentence explanations per node, saving you from manual inspection of the entire workflow.

How do I extract metadata from an n8n workflow using MCP?▼

Extracting metadata from an n8n workflow via MCP involves retrieving workflow details using a workflow ID. The Skill then processes this data to output a structured JSON summary containing the workflow ID, name, description, and node summaries.

Does n8n workflow summarization work if my nodes lack descriptions?▼

n8n workflow summarization works even without node descriptions by inferring missing details from the node structure itself. It analyzes parameters and connections to generate clear explanations, ensuring your JSON summary remains comprehensive.

What is the best way to generate a readable summary file for n8n automation workflows?▼

The best way to generate a readable summary file for n8n automation workflows is using this Skill to output a structured JSON artifact. It automatically saves the `[workflow_id].json` file into a specified `summary/` directory for downstream planning.

Can I summarize n8n workflows if I only have a workflow ID?▼

Yes, you can summarize n8n workflows with just a workflow ID. Alternatively, you can select from available workflows via listing. The Skill retrieves the necessary details through MCP to generate the complete JSON summary.

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