Stop Writing Scripts: Export All Your GitHub Stars with Claude Code

If you've starred hundreds of GitHub repositories, you've probably thought about backing them up someday.

The problem is...

Actually doing it.

You start thinking about GitHub APIs, Personal Access Tokens, pagination, rate limits, authentication...

Suddenly the idea doesn't seem worth the effort.

I've written at least three different backup scripts over the years.

None of them lasted.

Not because they didn't work—but because maintaining them was annoying.

At some point I realized what I really wanted wasn't another script.

I just wanted to say:

> "Export all of my GitHub Stars."

…and let someone else deal with the rest.

That's exactly what a Claude Code Skill can do.

Instead of writing code yourself, the AI handles everything—from fetching every starred repository to generating a clean Markdown backup you can keep forever.

No scripts.

No memorizing commands.

Just ask.

What Is Claude Code?

Claude Code is Anthropic's AI coding assistant that runs directly in your terminal.

Unlike a traditional chatbot, it can read and write files, execute commands, call APIs, and automate development tasks.

Even better, Claude Code supports Skills—reusable capabilities that teach it how to perform specialized workflows.

The one we're using here is called:

github-repo-backup-skill

Install it once, and exporting your GitHub Stars becomes a one-sentence task.

It Really Takes Three Steps

1. Install the Skill

Open Claude Code and install the Skill.

You can find github-repo-backup-skill in the Claude Code Skill marketplace.

That's a one-time setup.

2. Tell Claude What You Want

Simply type something like:

> Export my GitHub Stars to Markdown.

That's it.

Claude takes over from there.

It checks your environment.

It verifies your operating system.

It tests your network connection.

It checks whether your GitHub Personal Access Token is configured.

If it isn't, Claude walks you through creating one step by step—without sending you off to read documentation.

Everything happens inside the same terminal conversation.

3. Get Your Markdown File

Wait a minute or two.

You'll find a file like:

github-starred-repos-2026-06-12.md

inside your current working directory.

Open it with any Markdown editor or note-taking app, and you'll have a complete backup of every repository you've starred.

What Does It Actually Save You?

Technically, you could write all of this yourself.

The real value isn't the GitHub API call.

It's everything around it.

Creating a Personal Access Token?

Claude guides you through it.

Handling API pagination?

Already built in.

Missing dependencies like jq?

Claude tells you exactly what to install and how.

Running behind a proxy?

It helps diagnose the issue.

Node.js environment behaving strangely?

It automatically falls back to using curl.

Hit GitHub's API rate limit?

Instead of failing with an obscure error, Claude explains what happened, how long you need to wait, and what to do next.

It's more than a script.

It's an assistant that understands the workflow and helps recover from problems instead of simply crashing.

Your Token Never Leaves Your Machine

Privacy was one of my biggest concerns.

Fortunately, this Skill runs entirely on your own computer.

Your GitHub Personal Access Token is read only from your local environment.

It is sent only to GitHub's official API.

No third-party servers ever receive your token or your repository list.

The generated Markdown file stays on your own disk.

You don't have to trust me.

You only have to trust your own machine.

What It Doesn't Do

To be fair, this Skill has a very specific goal.

It generates a clean Markdown backup.

That's it.

It's a static snapshot.

There's no search.

No automatic categorization.

No AI summaries.

No continuous synchronization.

Whenever you want a fresh backup, you'll need to run it again.

For many people, that's perfectly enough.

But once you've accumulated thousands of starred repositories...

A Markdown file starts feeling a little limited.

Want Something More Powerful?

That's exactly why I built mktime.org.

Instead of being just a backup tool, it's designed to become a searchable knowledge base for everything you've starred.

On top of Markdown export, it also provides:

• Automatic categorization into 21 technical domains, including AI, Web Development, DevOps, Blockchain, Security, and more.
• AI-generated technology tags for every repository.
• Short bilingual (English and Chinese) summaries so you immediately understand what each project does.
• Automatic daily synchronization, so every new Star is backed up without you thinking about it.
• Full-text search across repository names, descriptions, and tags.
• A weekly email digest every Friday highlighting everything you've starred that week.

That weekly summary has become my favorite feature.

Instead of letting hundreds of Stars quietly pile up, I spend a few minutes every Friday reviewing what caught my attention.

It's a surprisingly effective way to turn bookmarks into knowledge.

If the Claude Code Skill gives you a backup file...

mktime.org gives you a living, searchable library that keeps growing over time.

Your GitHub Stars stop collecting dust—and start becoming something you can actually use.