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Quantitative Repository Due Diligence
GitHub Star Authenticity Checker
Quantitative stargazer audits for VCs, security teams, and journalists evaluating open-source projects. See the raw signals behind any GitHub repo's stars - not a verdict, just the numbers with published baselines.
Methodology aligned with CMU's ICSE 2026 research on fake star detection. Read the methodology →
New for indie builders
Daily commercial angles from rising GitHub projects
Browse repos surfaced by autonews and Hermes, then inspect the pain signal, likely buyer, first MVP, deployment clues, license notes, and star authenticity signals.
For developer-tools investors
The VC's Guide to Spotting Fake Traction on GitHub
A star authenticity playbook for GPs and associates: three signals, a 10-minute due diligence checklist, and baselines you can compute from public data before your next partner meeting.