pre-registration registrar seal

writes the plan down before the data

registers what will be computed and what each outcome will mean, then checks the code against it, quantity by quantity.

see the whole lab

call it: a test is about to run, a registered plan has to change, or a run just finished.
it can: read and search the code, run commands, and write and edit files.model · same as your session
hands off: running the analysisbench

new directionshunch

the verdictassay

seal comes with the lab how a study runs

claude plugin install agentmash-lab@agentmash

first time on this machine? add the marketplace before it: claude plugin marketplace add agentmash-dev/agentmash-crew

seal at work

what it does, how, what you get back, who it hands off to and when to call it, in 23 seconds.

each one does one job. open one to see when to call it.