Decision Matrix
Tune the bowl before the calendar pays for it.
Use a local, deterministic matrix to compare creative expansion, verification depth, human-review need, risk, evidence, and time budget. It produces a draft decision record, not a command.
Decision Matrix
Tune the bowl without commanding the ecosystem.
This is a local draft aid. It recommends snacks, lessons, glossary terms, and review depth. It does not publish, approve, probe, train, or mutate anything.
Adversarial Kennel
A deterministic watchdog for risky copy.
Paste draft copy. The local critique panel flags unsupported proof, runtime authority, credential validation, model training, exact-translation, and automatic-approval language.