GitHub Stars Analyzer — find repo trends effortlessly

What does the GitHub Stars Analyzer template do for you?

Get instant answers about your GitHub starred repositories—no spreadsheets or manual sorting required. The GitHub Stars Analyzer pulls your starred repos and quickly uncovers patterns and trending projects based on star growth, topics, and activity. You'll see which projects rise to the top and how your interests evolve, all in one easy-to-read summary.

How does it reveal trends in your starred repos?

After connecting your GitHub account, the template instantly retrieves your starred repositories. It then processes descriptions and topics, spots spikes in popularity, and highlights patterns across your list. You’ll know what’s gaining attention, which topics dominate your favorites, and get a clear view on emerging trends—with no extra work on your part.

Can you get insights without any manual digging?

Yes—CodeWords runs everything in the background. Simply kick off the workflow, and you’ll receive a digest of trends and analysis. The heavy lifting happens hands-free, so you can focus on what matters most while CodeWords identifies actionable insights for you.

How do you set up the GitHub Stars Analyzer?

It's straightforward. You start the workflow by signing in with your GitHub account. Required: A GitHub account with starred repos. From there, everything flows on autopilot as CodeWords fetches, analyzes, and summarizes your starred repositories’ trends—there’s no setup beyond that. Get started in minutes and see your GitHub favorites in a whole new light.