# Route app store bug reviews to engineering with Claude: n8n workflow

> Started by another system calling it, and works across Slack. It hands the judgement calls to Claude.

Source: https://millionrounds.com/workflow/route-app-store-bug-reviews-to-engineering-with-claude (Millionrounds; every figure on the page links to its filing or article)

[Automation library](https://millionrounds.com/workflows) · [Chat assistants](https://millionrounds.com/workflows?category=Chat+assistants#library)

# Route app store bug reviews to engineering with Claude

Started by another system calling it, and works across Slack. It hands the judgement calls to Claude. 19 steps, 2 branches: a working afternoon to understand properly.

Medium Calls a model: Claude

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Froute-app-store-bug-reviews-to-engineering-with-claude)

**19 steps** Medium: a working afternoon

**2** Branches: places the flow splits

**0** Loops or waits

**1** Service it connects to

## The flow

Starts it 1 Model 3 Logic 9 Service 6

The steps in the order they run, from what starts it.

- 1 **Webhook - New App Store Review Received** Webhook *Starts it*
- 2 **Anthropic - Classification & Correlation Model** Lm Chat Anthropic *Model*
- 3 **Set - Config** Set *Logic*
- 4 **AI Agent - Classify Review** Agent *Model*
- 5 **AI Agent - Detect Duplicate Complaint Cluster** Agent *Model*
- 6 **JS - Parse Classification Output** Code *Logic*
- 7 **JS - Parse Cluster Output** Code *Logic*
- 8 **IF - Is Genuine Technical Complaint?** If *Logic*
- 9 **HTTP - Search Known Bug Tracker** Http Request *Service*
- 10 **HTTP - Search Similar Recent Complaints** Http Request *Service*
- 11 **JS - Log Non-Technical Review (No Ticket)** Code *Logic*
- 12 **JS - Evaluate Bug Tracker Match** Code *Logic*
- 13 **Merge - Combine Resolution Branches** Merge *Logic*
- 14 **JS - Determine Resolution Path & Team** Code *Logic*
- 15 **HTTP - Log Review Outcome to Tracking Log** Http Request *Service*
- 16 **Switch - Route by Resolution Path** Switch *Logic*
- 17 **HTTP - Update Existing Bug Severity & Evidence** Http Request *Service*
- 18 **HTTP - Create New Engineering Ticket** Http Request *Service*
- 19 **Slack - Alert Engineering Team** Slack *Service*

## How it's built

- **Starts on:** Another system calling it
- **Steps:** 19, with 2 branches
- **Size:** Medium: a working afternoon
- **Connects to:** Slack
- **Model:** Claude

## Questions

What does it need to run?

An n8n account, plus your own Slack account, and a key for Claude. You connect your own accounts after importing it; none are included.

What starts it?

It starts on another system calling it.

Does it use AI?

Yes. It calls Claude. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Plan an afternoon. 19 steps is enough that you should read each one before running it.

How do I import it?

Copy the workflow, open a new workflow in n8n and paste. The steps appear on the canvas, ready for your own accounts.

**Before you run it**

Nothing here has been tested by us. It is somebody's working automation, read and described from its own steps. Treat the connections it wants as a list of accounts it will touch, and read the 19 steps before you point it at anything that matters.

## Run it in n8n

- **Create your n8n account** Free to start. n8n is where the workflow runs. [Create an n8n account ↗](https://millionrounds.com/n8n)
- **Download the workflow** Free with a Millionrounds account. [Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Froute-app-store-bug-reviews-to-engineering-with-claude)
- **Paste it into n8n** Open a new workflow in n8n and paste. Then connect your own accounts.

Stored with the author's traces removed: canvas notes, instance identifiers, saved credential names and any live document they had left behind.

## Connects to

Each opens the other workflows that use it.

[Slack](https://millionrounds.com/workflows?service=Slack#library)

## Workflows like it

Also chat assistants, with the same services where possible, closest in size first.

- [**Classify and reply to Gmail messages with OpenAI and Airtable** 19 steps · calls a model · Airtable, Gmail](https://millionrounds.com/workflow/classify-and-reply-to-gmail-messages-with-openai-and-airtabl)
- [**Create a context-aware Slack assistant with Google Sheets** 19 steps · calls a model · Google Sheets, Pinecone](https://millionrounds.com/workflow/create-a-context-aware-slack-assistant-with-google-sheets)
- [**Evaluate supply chain risk and orchestrate contingencies** 19 steps · calls a model · Gmail, Google Sheets](https://millionrounds.com/workflow/evaluate-supply-chain-risk-and-orchestrate-contingencies)
- [**Manage Google and Trustpilot reviews with OpenAI and Slack** 19 steps · calls a model · Slack](https://millionrounds.com/workflow/manage-google-and-trustpilot-reviews-with-openai-and-slack)
- [**Mine YouTube buyer objections with Bright Data and OpenAI** 19 steps · calls a model · Google Sheets, Slack](https://millionrounds.com/workflow/mine-youtube-buyer-objections-with-bright-data-and-openai)
- [**Route medical info requests and safety events with Claude** 19 steps · calls a model · Email, Slack](https://millionrounds.com/workflow/route-medical-info-requests-and-safety-events-with-claude)