GitGauge
Check if a GitHub repo's stars are real before you commit.
GitGauge launched on April 29, 2026 with 3 votes, #2,709 of 21,248 launches that month and more than 50% of that year's launches.
What it does
I wasted a week on an auth library with 9k stars. Dead Discord. One maintainer who hadn't responded to anything since 2022. The stars were bought. GitGauge scores any GitHub repo from 1.0 to 5.0 using fork ratio, watcher ratio, and issue activity. Bots don't fork repos or open bug reports. Those gaps are consistent enough to be useful. Right-click any GitHub link anywhere on the web to scan it. No account, no data collection. Just the GitHub public API. Algorithm is MIT on GitHub.
Does a similar job
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CLI that spots fake GitHub stars, risky dependencies and licence traps2025 · github.com · ▲122When I came across a study that traced 4.5 million fake GitHub stars, it confirmed a suspicion I’d had for a while: stars are noisy. The issue is they’re visible, they’re persuasive, and they still shape hiring decisions, VC term sheets, and dependency choices—but they say very little about actual quality. I wrote StarGuard to put that number in perspective based on my own methodology inspired with what they did and to fold a broader supply-chain check into one command-line run. It starts with the simplest raw input: every starred_at timestamp GitHub will give. It applies a…
I'm Creating a GitHub Repo Quality Bot2018 · github.com · ▲58:cop: GitHub Bot For Validating Pull Request Mergability Requirements and Issues Structure - Schachte/Git-Enforcer
- WGWatch GitHub get spammed in real time2024 · play.trytrench.com · ▲35
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...
GitHub Repo Visibility AnalyzerNov 2025 · nakora.ai · ▲141Increase LLM visibility, signups and activated users
GitHub News, using a peak detection algorithm to detect trending repos2016 · gitlogs.com · ▲184Link RATUKILAT77 menghadirkan panduan lengkap dengan strategi simpel agar peluang menang semakin besar setiap hari. Nikmati pengalaman bermain game slot online dengan sistem modern, akses cepat, dan potensi kemenangan fantastis dari platform gaming terpercaya yang siap bikin cuan makin maksimal.

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Source: Product Hunt launch ↗
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With social media and now AI, its important to keep the indie web alive. There are many people who write frequently. Blogosphere tries to highlight them by fetching the recent posts from personal blogs across many categories. There are two versions: Minimal (HN-inspired, fast, static): https://text.blogosphere.app/ Non-minimal: https://blogosphere.app/ If you don't find your blog (or your favorite ones), please add them. I will review and approve it.
AI · Apr 2026 · text.blogosphere.app