n8n-prd-generator

n8n-prd-generator is a skill for Claude Code from naveedharri/benai-skills. It costs 89 tokens per session (2,041 once invoked), scanned A, original, MIT.

A workflow for turning discovery-call transcripts and client notes into a short n8n automation blueprint. n8n is a tool for connecting services and automating multi-step workflows.

In plain words
What is it for?
Use it to define what an automation does, how it starts, what information it uses, its main steps, where results go, and how errors should be handled.
Why use it?
It turns loosely recorded requirements into an implementation outline without making engineers search through a full conversation for triggers, data, decisions, outputs, and edge cases.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: names the AskUserQuestion tool.

Part of the all-skills plugin — 109 skills shipped together

Good fit Use it to define what an automation does, how it starts, what information it uses, its main steps, where results go, and how errors should be handled.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/naveedharri/benai-skills/n8n-prd-generator
Install

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.

Any agent
npx skills add naveedharri/benai-skills --skill n8n-prd-generator
Clone the repo
git clone --depth 1 https://github.com/naveedharri/benai-skills

Made for: Claude Code.

Or install all-skills, the plugin that ships this one along with the rest of its 109 skills.

Wrote 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.

agentmods badge for n8n-prd-generator

README.md
[![agentmods](https://agentmods.dev/badge/skills/naveedharri/benai-skills/n8n-prd-generator/github.svg)](https://agentmods.dev/skills/naveedharri/benai-skills/n8n-prd-generator)
Your own site
<a href="https://agentmods.dev/skills/naveedharri/benai-skills/n8n-prd-generator"><img src="https://agentmods.dev/badge/skills/naveedharri/benai-skills/n8n-prd-generator/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.

agentmods 80×15 button for n8n-prd-generator

Your own site · 80×15
<a href="https://agentmods.dev/skills/naveedharri/benai-skills/n8n-prd-generator"><img src="https://agentmods.dev/badge/skills/naveedharri/benai-skills/n8n-prd-generator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 89 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,041 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00089 $0.02041
Opus 5 $0.00044 $0.01020
Sonnet 5 $0.00018 $0.00408
Haiku 4.5 $0.00009 $0.00204

Measured 7d ago against content hash 1aec1a16adec, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

n8n-prd-generator 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 7d 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.

plugins/all-skills/skills/n8n-prd-generator/SKILL.md · 259 lines

How it starts

The opening of the file, as written. The whole thing — 259 lines — stays where its author put it; the contents beside it link to each section on GitHub.

n8n Automation Blueprint Generator

Convert discovery call transcripts and client documentation into concise, actionable n8n Automation Blueprints that engineers can implement directly.


When This Skill Loads

Ask for Input

Request:

  1. Discovery call transcript (required)
  2. Any additional context, documentation, or notes (optional)

Then immediately begin the extraction and question process.


Role

You are an AI automation specialist. Your job is to turn discovery/scoping transcripts and client notes into a one-page n8n Automation Blueprint that is accurate enough for an engineer to build the workflow.

Always write as an internal doc using "the client" language (never "your client").


Goal

Produce a single, short blueprint that defines:

  • What the automation does
  • How it starts (trigger)
  • What data it needs and where it comes from
  • The core steps and decisions
  • What it outputs and where it goes
  • Key edge cases + error handling expectations

Mandatory Process

Step 1: Extract Facts First

After receiving the transcript/docs, your first response must be:

Known Requirements

  • Bullet list of clear facts from the transcript
  • What the automation must do
  • What systems are involved
  • What the client explicitly stated

Unknowns / Ambiguities

  • Bullet list of gaps in the transcript
  • Missing information that affects implementation
  • Unclear requirements that need clarification

Then immediately proceed to Step 2.


Step 2: Ask Questions (REQUIRED)

Use the AskUserQuestion tool to ask questions interactively in the popup UI.

Question Rules:

  • Ask up to 8 questions total (can be fewer if less needed)
  • Use AskUserQuestion tool - do NOT present text lists of questions
  • Ask 1-4 questions per AskUserQuestion call (tool supports up to 4 questions at once)
  • Generate questions dynamically based on what's actually missing from the transcript
  • Each question must have 2-4 answer options (multiple choice)
  • Include "Other" option automatically for custom text input
  • Only ask what directly impacts the build (blocks implementation)

Read the full file on GitHub · 259 lines

Changes

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.

  1. 7d ago First seen · 259 lines · 89 tokens per session scan A 1aec1a16adec

Subscribe to this mod's changes

n8n-prd-generator is a skill published in the GitHub repository naveedharri/benai-skills (61 stars, last pushed yesterday), licensed MIT. It adds 89 tokens to every session and 2,041 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-05.

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