Atlas / Skills / jeremylongshore / Shopify Known Pitfalls

Shopify Known PitfallsBLOCK

skills/jeremylongshore/shopify-known-pitfalls

Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.

Verdict
BLOCK
Grade
D
Trust score
69 /100
Version
2.7.0
Hosts
2 documented
License
MIT
Stars
2,822
01

Overview

Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.

Read from source at commit 4f83675ca38aOBSERVED · 2026-10-08
02

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
claude-codementioned
cursormentioned
03

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: shopify-known-pitfalls
description: 'Identify and avoid Shopify API anti-patterns: ignoring userErrors, wrong
  API version,

  REST instead of GraphQL, missing GDPR webhooks, and webhook timeout issues.

  Use when reviewing a Shopify codebase, preparing for App Store submission, or debugging
  mysterious API failures.

  Trigger with phrases like "shopify mistakes", "shopify anti-patterns",

  "shopify pitfalls", "shopify what not to do", "shopify code review".

  '
allowed-tools: Read, Grep
version: 2.7.0
license: MIT
author: Jeremy Longshore <[email protected]>
tags:
- saas
- ecommerce
- shopify
compatibility: Designed for Claude Code
---
# Shopify Known Pitfalls

## Overview

The 10 most common mistakes when building Shopify apps, with real API examples showing the wrong way and the right way.

## Prerequisites

- Existing Shopify app codebase to review or audit
- Familiarity with GraphQL Admin API query patterns and response shapes
- Access scopes configured for the APIs your app uses
- `@shopify/shopify-api` v9+ installed (for code examples)

## Instructions

Each pitfall includes a wrong-way and right-way code example. See [Pitfall Examples](references/pitfall-examples.md) for all 10 complete code comparisons.

### Pitfall #1: Not Checking userErrors (The #1 Mistake)

Shopify GraphQL mutations return HTTP 200 even when they fail. The errors are in `userErrors`. Always check `userErrors.length > 0` before accessing the result.

### Pitfall #2: Using REST When GraphQL Is Required

REST Admin API is legacy as of October 2024. New public apps after April 2025 **must** use GraphQL. GraphQL also lets you request only the fields you need.

### Pitfall #3: Ignoring API Version Deprecation

Shopify deprecates API versions ~12 months after release. Use `LATEST_API_VERSION` from `@shopify/shopify-api` and monitor `x-shopify-api-deprecated-reason` response headers.

### Pitfall #4: Missing Mandatory GDPR Webhooks

Your app **will be rejected** from the App Store without `customers/data_request`, `customers/redact`, and `shop/redact` webhook handlers.

### Pitfall #5: Webhook Handler Takes Too Long

Shopify expects a 200 response within 5 seconds. Respond immediately and queue work asynchronously, otherwise Shopify retries and creates duplicates.

### Pitfall #6: Using ProductInput on API 2024-10+

The `ProductInput` type was split into `ProductCreateInput` and `ProductUpdateInput` in 2024-10. Use the specific type for each operation.

### Pitfall #7: Not Using Cursor Pagination

Shopify uses Relay-style cursor pagination, not page numbers. Use `after` / `endCursor` with `pageInfo`.

### Pitfall #8: Requesting 250 Items Per Page

`first: 250` with nested connections creates enormous query costs that THROTTLE immediately. Use `first: 50` or smaller with nested resources.

### Pitfall #9: Exposing Admin Token in Client-Side Code

Admin API tokens have full access. Never send them to the browser — proxy through your server.

### Pitfall #10: Not Handling APP_UNINSTALLED Webhook

When a merchant uninstalls your app, clean up sessions immediately. Stale sessions cause auth redirect loops on reinstall.

## Output

- Anti-patterns identified in codebase
- Fixes prioritized (security first, then correctness)
- Prevention measures in place (linting, CI checks)

## Error Handling

| Pitfall | How to Detect | Prevention |
|---------|--------------|------------|
| Missing userErrors check | Null pointer crashes | ESLint rule or wrapper function |
| REST usage | `grep -r "clients.Rest" src/` | Migration guide + lint rule |
| Old API version | `grep -r "apiVersion" src/` | CI check against supported versions |
| Missing GDPR webhooks | App Store rejection | Pre-submit compliance checker |
| Webhook timeout | Shopify retry storms | Queue-based processing |
| ProductInput on 2024-10 | GraphQL type error | Update mutations |
| Page-based pagination | Query errors | Use cursor pagination pattern |
| `first: 250` | THROTTLED responses | Query cost budgets |
| Admin token in client | Security audit | Server-side proxy |
| No APP_UNINSTALLED | Auth loops on reinstall | Webhook handler + session cleanup |

## Examples

### Quick Pitfall Scan

Run automated detection against your Shopify codebase to find REST usage, missing userErrors checks, old API versions, hardcoded tokens, and oversized page requests.

See [Pitfall Scan Script](references/pitfall-scan-script.md) for the complete scan script.

## Resources

- Shopify App Requirements
- [GraphQL Migration Guide](https://shopify.dev/docs/apps/build/graphql/migrate/learn-how)
- [2024-10 Breaking Changes](https://shopify.dev/docs/api/release-notes/2024-10)
- [Webhook Best Practices](https://shopify.dev/docs/apps/build/webhooks)

## Quick Reference Card

| Pitfall | Detection | Fix |
|---------|-----------|-----|
| No userErrors check | Null crashes on mutations | Always check `userErrors.length > 0` |
| REST instead of GraphQL | `grep "clients.Rest"` | Migrate to `clients.Graphql` |
| Old API version | `grep "2023-"` | Use `LATEST_API_VERSION` from SDK |
| Missing GDPR webhooks | App Store rejection | Add 3 mandatory webhook handlers |
| Webhook timeout | Retry storms, duplicates | Respond 200 immediately, queue processing |
| ProductInput on 2024-10 | Type error | Use `ProductCreateInput` / `ProductUpdateInput` |
| Page-number pagination | Query errors | Use cursor-based with `pageInfo` |
| `first: 250` with nesting | THROTTLED | Use `first: 50` or smaller |
| Admin token in browser | Security scan | Server-side proxy only |
| No APP_UNINSTALLED | Auth loop on reinstall | Clean up sessions on uninstall |
04

Trust audit

BLOCKgrade D · trust 69/100 Do not install this without reading the findings. The audit found something that could harm you or your machine.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)FAIL
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (2)

CRITICALPrompt injection · prompt.transfer_instruction · CWE-94, CWE-1427
SKILL.md:77
Admin API tokens have full access. Never send them to the browser — proxy through your server.
Why it matters. an instruction to move sensitive data to an outside destination
Fix. remove; a skill never needs the user's secrets off the machine
INFOPrompt injection · prompt.authority_framing · CWE-94, CWE-1427
SKILL.md:77
Admin API tokens have full access. Never send them to the browser — proxy through your server.

Gates applied: critical_finding, no_behavioural_pass, undeclared_transfer.

Audited 2026-10-08 · audit v0.4.1 · source sha 4f83675ca38afull audit observations/trust-audit/skill/jeremylongshore__shopify-known-pitfalls.json · Report an issue / request a re-scan
05

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-084f83675ca38aBLOCKD69first audit
06

Questions

What does the Shopify Known Pitfalls skill do?

Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.

Is Shopify Known Pitfalls safe to install?

No — not without reading the findings first. The audit graded it D (69/100) and found 1 critical or high issue in the source. Each one is listed on this page with the file and line it is on.

What can Shopify Known Pitfalls access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

Which assistants does Shopify Known Pitfalls work with?

Its documentation mentions claude-code and cursor. That is what the text claims, not a compatibility test we ran.

How current is this page?

The grade is for one exact copy of the source (4f83675ca38a), read on 2026-10-08. The repository is watched, and a new audit runs when it changes — this is the first audit.

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