Alternatives
Products that do what SlopScore does
The spam filter GitHub should have built
- 1SC
Open source maintainers are drowning in low effort PRs. Someone sees a help wanted issue, pastes it into an AI, submits without testing, loops through review comments without understanding the code. The PR looks plausible at first glance but falls apart under review. Maintainers waste 30 minutes before realizing it's garbage. This is happening at scale now. And it's worst in projects with bounty programs or GSoC where there's incentive to “contribute.” GitHub tells you if someone is a first-time contributor to your repo. It doesn't tell you anything about their history elsewhere. I built a…
Jan 2026 · github.com
- 2
- 3
- 4
- 5
- 6
- 7WG
For the past month, we've been monitoring GitHub's public event stream to catch spam comments and fake stars. Today, the spammers are back. Go check out the damage! You can see the spam comments and which users are posting the spam in real time. Also, here's a post we wrote about how we set it up: https://www.trytrench.com/blog/preventing-spam-and-fake-star...
2024 · play.trytrench.com
- 8GHGit Hooting▲124
00's called, they want their RSS feeds back. I was looking at my growing Github gist collection when a sudden urge to blog and make a name for myself "by not programming" struck. Part way into implementing my oh so special static website generator it occurred to me that, quite frankly, Github gists is a pretty decent publishing platform. I mean, it gives you reasonably extended markdown with previews, heck I could even write in org-mode, has comments, follower - followee relationship, extended search with filters, check out locally and push your edits. Did someone say "edit button"? Thus the…
2023 · git.ht
- 9GC
Since everyone seems to be making a github application, I thought I'd share mine. It's an aggregated view of all of a given person's github projects, as well as easyish lookups for linkedin/stackoverflow/hackernews. It attempts to determine both productivity (how much code did this person write?) as well as impact (did anyone care?) I'd love any feedback, but go easy on the number of simultaneous searches as I'm trying to play nice by github's api limits. check it -- http://www.gitalytics.com
2011
- 10
- 11
- 12
- 13FA
Several months ago, I built a "stealth" feature that I could use. It hasn't been advertised, and I've been the only user. As I find it useful for myself, I believe others (software developers) may like it too. So, this is the first public post about it, and if it gets any positive feedback, I may put some time into promoting it more. In essence, given that you've opened a GitHub repo (there are ~225k of the more popular ones indexed as of now), you can replace "github" with "libhunt" within the URL, and you will find the top alternatives and related projects. For example, here are three…
2022
- 14
- 15
- 16
- 17OG
2017 · open-source.now.sh
- 18
- 19SM
About 6 years ago I wrote a blog post [0] with some ideas on how to help popular open source maintainers deal with all the noise on Github. Patted myself in the back and never did anything about it :) There's recently been a lot more discussion around this due to AI, so I've built a simple tool called "Slop Meter" [1]. It gives maintainers a quick snapshot of the user's history in open source: 1) Do they just open issues and expect you to do everything, or will they put in the work to fix the problems and open a PR? What's the issues : PR ratio? 2) If they do contribute, what percentage of…
Mar 2026
- 20FA
Hi HN, Lately Github PRs have been drowning in a flood of AI slop. I’ve been seeing it myself, and I’m not the only one: https://x.com/mitchellh/status/2011819428061855915 I think it’s great that folks are using AI tools to code faster and better, but too many folks are abusing them to make low-quality contributions to public repos. This takes a lot of reviewers’ mindshare. IMO there needs to be a mechanism to flag low-effort PRs with AI slop, so you can just skip reading them. So I built one: https://haystackeditor.com/slop-detector It’s a simple AI…
Jan 2026 · haystackeditor.com
- 21SP
Morning HN. I had an issue recently where I wanted to share some private Github repositories with a larger audience than usual (25k+) on Youtube and was simply considering making my code public. Came up with an idea to build a middleman service that handles user access/management, generate share links and even paywall individual repos. Thought I might as well share here in case there's another dev out there who might be interested in sharing a private repo. Keen to get any feedback as I'm currently building
2024 · repobear.com
- 22PC
Code review conversations on GitHub can be frustratingly slow, now you can have them on Slack. Features: - Each pull request (PR) on GitHub creates a Slack channel (public or private) with all involved parties (creator, assignees, and reviewers). - An auto-generated summary in English of what the PR does, making it easier for reviewers to enter the context. - Notifications of workflow results, new commits, new approvals... are sent in the channel. - Code comments with context are available. The initial review still takes place on GitHub, but messages are then transferred to Slack for…
2023 · pullpo.io
- 23WM
2025 · gitfaster.dev
- 24IB
Prepend any Github PR URL with `makesense` to get a - quick review for all sorts of issues (cleanly designed issue explorer) - summary of changes in concise slide deck to grasp the essence of changes - a 5 question quiz on the changes to make sure there's "cognitive coverage" of the change There's also a handy bookmarklet using which you can trigger a review for any publicly accessible Github PR Feedback welcome
Jul 2026 · makesensegithub.com
Ranked by how close each launch is in meaning, then by votes. Refine with a description →