GitHub Repository

Detect fake GitHub stars using CMU StarScout research. Chrome extension + Claude Code plugin.

9 starsJavaScript

See if the GitHub stars are real or fake

Name: See if the GitHub stars are real or fake
Availability: InStock
Author: mercurialsolo

by mercurialsolo·Apr 20, 2026·2 points·0 comments

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AI Analysis

●●SolidDark HorseBig Brain

CMU research backing fake star detection — novel application of academic work.

Strengths

•Based on peer-reviewed CMU StarScout research identifying 6 million fake stars across 18k repos.
•Open methodology prevents arms race — detection signals are transparent and auditable.
•Inline trust badges appear automatically when browsing GitHub repos with 10+ stars.

Weaknesses

•Zero stars and forks — untested in production, no community validation yet.
•Niche problem — most developers don't actively worry about star manipulation.

Post Description

Read the top trending post on Github and decided to hack up this one - it's an OSS project based on the CMU Star Scout. Ideas open - please submit issues for improvement.

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