[Tutorial] How to Build a Personal AI Governance Checklist Using Claude?
A Step-by-Step Tutorial
In the free article this week, I explained what AI governance is and how it differs from guardrails, harnesses, and safety research. If you haven’t read it yet, go there first: it gives you the foundation for everything we’re doing here.
What Is AI Governance?
If you’ve been following AI news lately, you’ve probably seen “AI governance” pop up in headlines. The EU AI Act. Executive orders. Companies are publishing their “responsible AI principles.” It sounds like something for lawyers and regulators, not for someone who’s just learning data science or building AI tools.
Now let’s make it real.
In this tutorial, you will build a personal AI governance checklist using Claude. This is a structured template you can use before deploying any AI workflow, prompt, or automation. Think of it as your pre-flight checklist: something you run through every time, so that important questions don’t fall through the cracks.
By the end, you will have:
A working governance checklist document
A Claude prompt you can reuse to generate project-specific checklists
A review workflow you can run in Claude.ai
Let’s go.
What We’re Building?
We’re going to use Claude.ai to create a governance checklist generator. You’ll give Claude a description of any AI project, and it will produce a tailored checklist covering accountability, transparency, fairness, privacy, safety, and human oversight, the six pillars we covered in the free article.
You’ll also save a reusable prompt so you can regenerate this for any future project in seconds.
Tools you need:
A free or paid Claude.ai account
A text editor (Notepad, Word, Google Docs, anything works)
20 minutes
Step 1: Open Claude.ai and Start a New Chat
Go to claude.ai and log in. Click the “New Chat” button in the top left corner.
You should see a clean, empty chat window. This is where we’ll work.
Step 2: Give Claude the Context for Your Project
Before we generate the checklist, we need to tell Claude what kind of AI project we’re reviewing. The more specific you are, the more useful the output will be.
For this tutorial, let’s use a realistic example: a simple Claude-powered customer service chatbot that answers questions about a company’s return policy.
Paste this into the chat exactly as written:
