Sphragis¶
Can a model learn an organization's house style from the code it reviews?
Sealed test window Public code review MSR 2027 Registered Report
What is Sphragis?
Every organization has conventions its reviewers enforce and no public model has seen. Sphragis tests whether a model can learn them, as a registered report: the question, the pass rule and the checks are fixed before the confirmatory data is collected.
From review to verdict
Review threads → pseudonymised examples → frozen windows → a sealed test → adapters → a coded pass rule
Explore
The question, the gate, the corpus and where it stands.
Every choice fixed before the seal opens, and the evidence behind it.
What has to hold before any result can be read.
Every committed measurement, and the script that wrote it.
The dated journal, including every withdrawn reading.