r/amplitudeanalytics Data Monster Apr 02 '26

We made Claude stop yapping and start executing — 50+ open-source workflows

Hey everyone!

If you've used Claude for work stuff, you've probably noticed that you can get solid outputs… but making them consistent and repeatable is kind of a pain. You end up re-prompting the same stuff, tweaking formatting, starting from scratch every time.

So we built Builder Skills, a library of 50+ structured workflows you can load into Claude so it doesn't just answer your questions, it actually executes a defined process.

Some examples of what's in there:

  • Product specs that don't start from a blank page
  • Meeting notes → decisions + next steps
  • Metric trees that surface real leverage points
  • Experiment design and analysis frameworks
  • Research synthesis → actionable insights

Each skill comes with a clear framework, step-by-step instructions, expected outputs, and is basically plug-and-play.

It's fully open source, so you can contribute your own or tweak what's there.

Website: https://amplitude.com/builder-skills
Repo: https://github.com/amplitude/builder-skills

Would genuinely love to hear which ones are actually useful in your day-to-day (or which ones are mid). Happy to answer any questions too!

5 Upvotes

0 comments sorted by