OpenQASoftware verification infrastructure for the AI era
Research & Benchmarks

Why install counts lie, and what to rank by instead

Every skill directory sorts by installs. The number is inflatable, the claim is unverifiable, and the leaderboards are already contested.

By
QASkill Hub
Published
8 min
8 min read

Demo data

English rendering of the Chinese original; exists to exercise the locale column and canonical_slug.

The numbers do not survive a check

When the formula is private and the inputs can be inflated, there is no defence against a gaming accusation.

What we rank by

Benchmark score, maintenance, scan result, documentation, and adoption capped at 20% on a logarithmic curve.