gstack /review catches 22 of 84 blocking bugs vs 3 for plain Opus, evals show

garrytan · x · 2026-11-05

Garry Tan endorses gstack's /review skill as genuinely useful for preventing bugs. Per the attached eval data, on Opus 5.5 gstack's /review caught 22 of 84 known blocking bugs versus 3 for plain Opus — a +22.6 point gain (95% CI [+11.0, +33.7]). The numbers come from gstack-evals, and the author's team reproduced every figure from scratch on a clean machine without keys, calling it the strongest pro-gstack evidence available.

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