Quick resource drop! If you're using Claude, ChatGPT, or any other AI to help build workflows, you've probably noticed they hallucinate API endpoints, make up node configurations, or confidently give you code that doesn't work. The simple fix I found is to provide them with the actual markdown files for all API documentation for whatever program you are using! I've compiled markdown files for three of the common tools I use: - Shopify API –– GraphQL and REST patterns, bulk operations, and pagination - n8n —– Node configurations, expressions, workflow patterns - Salesforce REST API —– Authentication, SOQL queries, object operations If you upload the relevant file to your conversation before asking for help, the difference was night and day for me. Grab what you need and let me know if there are other APIs you'd want documented.

If you've used n8n's built-in Shopify nodes, you've probably hit the same wall I did! They work great for basic stuff like grabbing an order or updating inventory. But the moment I needed to created a product with multiple variants & variant images, set metafields, or dynamically assign the product to a collection, I was stuck. The alternative is HTTP Request nodes with Shopify's REST or GraphQL API. For beginners it can be scary, but I found a great workaround solution to learn and solve the issues you need to. 1. Visit the shopify API docs (https://shopify.dev/docs/api) 2. Open a Claude conversation or similar LLM. 3. Begin to talk to about the problem you need solved, and take the findings and use them to chat with the built-in shopify api expert agent. It knows more than your LLM will ever know about how to set this kind of thing up. 4. Slowly iterate and learn and build your steps! Here is an example of a workflow that provides real value and saves about 25 minutes of work per run. It takes a form submission, pulls product info from Salesforce, and automatically creates fully-configured Shopify products — complete with size variants, images, pricing, and collection assignment. All through HTTP nodes, all reliable. If you want to see how to structure Shopify API calls in n8n without losing your mind, this is a good place to start.