Loop Library GitHub Repo Surpasses 300 Stars

Original post

Up to 319 stars!!!

The Loop Library Skill allows you to easily find relevant loops for your use cases AND it helps you create your own loops.

Here's a loop I use daily:

Review our production logs for errors. If you find an actionable issue, trace it to its root cause, fix it, verify the fix, and open a pull request. If no actionable errors are present, stop without making changes. Continue until you've addressed all errors in the logs.

https://signals.forwardfuture.ai/loop-library/loops/production-error-sweep/

Matthew Berman@MatthewBerman

Almost at 100 stars on day 1!

https://github.com/Forward-Future/loop-library

12:37 PM · Jun 20, 2026 · 10.7K Views

VIEWS13.3KBOOKMARKS154LIKES69RETWEETS5REPLIES2

Matthew Berman@MatthewBerman

WTF is a loop part 2.

Shout out @mvanhorn for sharing a few loops from the loop library.

Matt Van Horn@mvanhorn

http://x.com/i/article/2068372607045685248

2h13.3K69154

Matthew Berman@MatthewBerman

@mvanhorn Mind if I add the loops from this article to the library ?

2h531

bradshannon@bradshannon

@MatthewBerman I just submitted my first loop! Hope it passes the filter :D

2h411

Matt Van Horn@mvanhorn

@MatthewBerman Loop library is killer

2h681

Matthew Berman@MatthewBerman

@bradshannon found it, publishing

2h202

Agent Zero@Agent0ai

@MatthewBerman BTW we posted our Revolve loop to your library. It’s more advanced than the others, but worth it for be automated improvement/research.

2h542

xuxantos@xuxuxantox

@MatthewBerman We should be able to thumbs up or down, or maybe star the loop

2h401

bradshannon@bradshannon

@MatthewBerman I think I called it 'Prepare a New Project'

2h141

Matthew Berman@MatthewBerman

@bradshannon what's the loop called?

2h40

Agent Zero@Agent0ai

@MatthewBerman If you’re into instruction based software, you should see DOX. Markdown starts to replace harnesses, that’s for sure.

https://github.com/agent0ai/dox

2h441

am.will@LLMJunky

@MatthewBerman i was #62

2h69

Matthew Berman@MatthewBerman

@bradshannon I'm the filter :)

I'll take a look!

2h171

Matt Van Horn@mvanhorn

@MatthewBerman For sure just credit the author !

2h151

Matthew Berman@MatthewBerman

@xuxuxantox you're not the first to ask for this. i'm interested but it would require adding authentication, which seems heavy.

2h31

tsunami_crypto@ls_brd

@MatthewBerman star count going up fast, the skill sounds actually useful for devs not just another ai wrapper

3h30

bradshannon@bradshannon

@MatthewBerman Woohoo!

2h10

Hunter Gon@gonlenidefi

@MatthewBerman @mvanhorn shout out for what exactly? loops that loop or loops that make u question reality

Abdo · AI × Markets@aabdelrahmaann_

@MatthewBerman The loop that's earned its keep for me isn't the fix-it one — it's the "don't act" gate in front of it. An agent that auto-traces and patches is one bad root-cause call away from shipping a confident wrong fix. Cheapest line in the whole loop is the one that says flag, don't fix.