GitHub stars

What is the GitHub stars connection?

On GitHub, starring a repo is how you say "I'll come back to this." The trouble is what happens next: the stars pile up into a list of hundreds, sorted by when you starred them, and the library you meant to build becomes a place repos go to be forgotten. This connection syncs your GitHub stars into Fabric so that list becomes something you can search by meaning, back up, and reach from any device.

What you get when you connect GitHub stars

Connecting your GitHub stars brings every repo you've starred into Fabric as a saved, searchable item. Each one comes in as a bookmark to the repo, its name, description, README, and topics, so you can find it later by what it actually does rather than by a name you've half-forgotten. The repo still lives on GitHub; Fabric holds the reference and makes it findable.

Your stars also stop being a list you only see on GitHub. They're backed up to your Fabric library and available on your phone, tablet, and the web, so the repo you starred at your desk is there when you're reading on the train.

Find a repo by what it does, not what it's called

This is the part GitHub's own stars page can't do. It sorts by date and matches names. Fabric lets you describe the thing: "that library for parsing PDFs in Python" or "the self-hosted analytics tool I starred a while back," and semantic search surfaces the repo from its description and README, even when you can't remember what it was called.

Because your stars sit in the same library as everything else, they also connect to the rest of your work. A repo you starred turns up next to the article you clipped about the same technique and the note you wrote while evaluating it, since Fabric maps the relationships across everything you save. You can point the AI assistant at your stars too, and ask it to find the ones relevant to a problem you're working on.

How people use it

Developers star repos all week and rely on Fabric to surface the right one when they hit the problem it solves, instead of scrolling months of stars trying to recognise a name.

Engineers evaluating tools keep their shortlist of starred libraries in Fabric alongside their notes and the docs they've clipped, so the comparison they were doing is all in one place. It fits the way Fabric works for developers.

Researchers and tinkerers save interesting projects as stars and let Fabric connect them to the rest of their reading, so a repo found a year ago resurfaces when it becomes relevant.

The longer you use it, the more your stars pay off. As they join the rest of your library, Fabric builds a richer map of how the tools and ideas you save relate, so the right repo surfaces when you need it rather than sinking down a list.

Frequently asked questions

What does the GitHub stars connection do?

It syncs the repos you've starred on GitHub into Fabric, where they're backed up, searchable by meaning, and available on all your devices. Each starred repo becomes a saved item you can find by what it does and connect to the rest of your library.

Can I search my GitHub stars by what a repo does?

Yes. Fabric indexes each starred repo's description, README, and topics, so you can find it with semantic search by describing its purpose, rather than needing to remember the repo's name.

Does Fabric index the code inside my starred repos?

No. The connection brings in each repo as a bookmark, its name, description, README, and topics, not the full codebase. That's what makes it searchable by what the repo is for. The code stays on GitHub.

Will my stars be available on my phone and other devices?

Yes. Your synced stars live in your Fabric library, which is on every device, so they're on your phone, tablet, and the web, not just your GitHub stars page.

Does this change my stars on GitHub?

No. The connection reads your stars and brings them into Fabric. Your stars on GitHub are unaffected, and the repos themselves stay where they are.

Can the AI assistant work with my starred repos?

Yes. The AI assistant can search across your stars and surface the ones relevant to what you're working on, alongside the rest of your saved material.

How is this different from GitHub's own stars page?

GitHub's stars page lists repos by date and matches on names. Fabric lets you search them by meaning, connects them to your other notes and saved content, and keeps them available across your devices. It turns a long chronological list into something you can actually retrieve from.

Will newly starred repos sync automatically?

Yes. As you star new repos on GitHub, they're brought into Fabric, so your library keeps in step without a manual re-import.

Is my data secure in Fabric?

Everything in Fabric is encrypted in transit and at rest, with AES-256 encryption on stored content. The details are in the privacy and security guide and Fabric's privacy commitment.

Does Fabric work with other tools alongside GitHub stars?

Yes. GitHub stars is one of many connections. You can also bring in Google Drive, Dropbox, Notion, and Gmail, and search across them all at once.