<![CDATA[Are you tired of having to manually traverse commit histories to find out whether a repository has been made using AI/LLMs?]]>Are you tired of having to manually traverse commit histories to find out whether a repository has been made using AI/LLMs? There's now an easier way!

You can access the first version of repo-slopscore at slopscan.ava.pet, paste in https:// git repo URLs and have it scan repositories for signs of AI activity. The source code is, of course, available at codeberg.org/polyphony/repo-slopscore !

The prototype is most definitely rough around the edges, but also functional! You can read more about how the internals of it work in the README.md in our repository! ​​

RE: fed.amazonawaws.com/notes/alrwb40eqhsxkxpb]]>https://board.circlewithadot.net/topic/a47556fd-9ef7-4114-b4a2-94d68849cacb/are-you-tired-of-having-to-manually-traverse-commit-histories-to-find-out-whether-a-repository-has-been-made-using-ai-llmsRSS for NodeFri, 15 May 2026 13:47:30 GMTSat, 02 May 2026 22:50:18 GMT60<![CDATA[Reply to Are you tired of having to manually traverse commit histories to find out whether a repository has been made using AI/LLMs? on Sun, 03 May 2026 00:10:04 GMT]]>@polyphonychat thanks for making this ​​

]]>https://board.circlewithadot.net/post/https://snug.moe/notes/alskvwr2w1y9rb4phttps://board.circlewithadot.net/post/https://snug.moe/notes/alskvwr2w1y9rb4pSun, 03 May 2026 00:10:04 GMT<![CDATA[Reply to Are you tired of having to manually traverse commit histories to find out whether a repository has been made using AI/LLMs? on Sun, 03 May 2026 00:04:01 GMT]]>@swirly Yes; tools like these will never be 100% accurate. I am currently not sure how I'd approach analyzing the contents of a CLAUDE.md or AGENTS.md file to determine whether it is meant to attract or deter LLMs. But the existence of such a file is, in my opinion, a potential indicator for AI activity. As such, it gets reported; but if there aren't any other signals, you'll still have an A+ rating]]>https://board.circlewithadot.net/post/https://fed.amazonawaws.com/notes/alsko4tt49w051b9https://board.circlewithadot.net/post/https://fed.amazonawaws.com/notes/alsko4tt49w051b9Sun, 03 May 2026 00:04:01 GMT<![CDATA[Reply to Are you tired of having to manually traverse commit histories to find out whether a repository has been made using AI/LLMs? on Sat, 02 May 2026 23:50:00 GMT]]>@polyphonychat@amazonawaws.com

my only gripe with this is that it scans for CLAUDE.md without scanning the contents thereof. i have a CLAUDE.md but it's meant to sabotage users thereof.

]]>https://board.circlewithadot.net/post/https://donotsta.re/objects/b6f70118-98e8-4356-bdb4-0a56778871b9https://board.circlewithadot.net/post/https://donotsta.re/objects/b6f70118-98e8-4356-bdb4-0a56778871b9Sat, 02 May 2026 23:50:00 GMT<![CDATA[Reply to Are you tired of having to manually traverse commit histories to find out whether a repository has been made using AI/LLMs? on Sat, 02 May 2026 23:41:30 GMT]]>@QueerMatters I am so happy to hear that! ​​ ​​]]>https://board.circlewithadot.net/post/https://fed.amazonawaws.com/notes/alsjv6cbywfvfgyshttps://board.circlewithadot.net/post/https://fed.amazonawaws.com/notes/alsjv6cbywfvfgysSat, 02 May 2026 23:41:30 GMT<![CDATA[Reply to Are you tired of having to manually traverse commit histories to find out whether a repository has been made using AI/LLMs? on Sat, 02 May 2026 23:40:21 GMT]]>@mat Oh!! Thank you a lot for the pointers! ​​]]>https://board.circlewithadot.net/post/https://fed.amazonawaws.com/notes/alsjtp0o0pdx9a0khttps://board.circlewithadot.net/post/https://fed.amazonawaws.com/notes/alsjtp0o0pdx9a0kSat, 02 May 2026 23:40:21 GMT<![CDATA[Reply to Are you tired of having to manually traverse commit histories to find out whether a repository has been made using AI/LLMs? on Sat, 02 May 2026 23:29:20 GMT]]>@polyphonychat i also considered making it search the codebase to check the frequency of em dashes but i never implemented that...]]>https://board.circlewithadot.net/post/https://f.matdoes.dev/objects/ec9c3cc2-4673-4079-9fb9-f7a457e3fb04https://board.circlewithadot.net/post/https://f.matdoes.dev/objects/ec9c3cc2-4673-4079-9fb9-f7a457e3fb04Sat, 02 May 2026 23:29:20 GMT<![CDATA[Reply to Are you tired of having to manually traverse commit histories to find out whether a repository has been made using AI/LLMs? on Sat, 02 May 2026 23:27:30 GMT]]>@polyphonychat oh, i made something similar recently for checking my dependencies too. you may find the lists in commits.rs and files.rs here useful: https://github.com/mat-1/slopcheck/tree/master/src/indicators]]>https://board.circlewithadot.net/post/https://f.matdoes.dev/objects/d1752c1d-143f-4dd3-914a-82be27fb162bhttps://board.circlewithadot.net/post/https://f.matdoes.dev/objects/d1752c1d-143f-4dd3-914a-82be27fb162bSat, 02 May 2026 23:27:30 GMT<![CDATA[Reply to Are you tired of having to manually traverse commit histories to find out whether a repository has been made using AI/LLMs? on Sat, 02 May 2026 23:21:00 GMT]]>@polyphonychat oh my god, just when I thought I couldn't get more excited about Polyphony, you make stuff like this?

]]>https://board.circlewithadot.net/post/https://mstdn.social/users/QueerMatters/statuses/116507545436308334https://board.circlewithadot.net/post/https://mstdn.social/users/QueerMatters/statuses/116507545436308334Sat, 02 May 2026 23:21:00 GMT<![CDATA[Reply to Are you tired of having to manually traverse commit histories to find out whether a repository has been made using AI/LLMs? on Sat, 02 May 2026 23:20:10 GMT]]>@polyphonychat Can't wait to do funny multithreaded shenanigans; and of course, repo-id based deduping, theming, and other things that are quite obviously needed for the software to be more than a prototype. But hey!! It works, pretty reliably so even, and that's cool :3]]>https://board.circlewithadot.net/post/https://fed.amazonawaws.com/notes/alsj3qzm38gbh5eehttps://board.circlewithadot.net/post/https://fed.amazonawaws.com/notes/alsj3qzm38gbh5eeSat, 02 May 2026 23:20:10 GMT