dataset curator atlas
checks the data against its source
0:23
watch atlas at work
the accession, the checksums, whether each label was observed or inferred, and the unit that has to stay on one side of a split.
see the whole lab
- call it
- a study needs a dataset found, downloaded or checked, or a label looks wrong.
- it can
- read and search the code, run commands, write and edit files, and search and read the web.model · same as your session
atlas comes with the lab how a study runs
claude plugin install agentmash-lab@agentmashfirst time on this machine? add the marketplace before it: claude plugin marketplace add agentmash-dev/agentmash-crew
atlas at work
what it does, how, what you get back, who it hands off to and when to call it, in 23 seconds.
the rest of the lab
each one does one job. open one to see when to call it.
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bench runs the registered analysis view -

foil tries to explain the result away view -

assay judges whether a claim holds view -

volt takes the paper to IEEE view -

ribbon gets the project ready for ISEF view -

tensor takes the paper to an ML venue view -

proof takes the paper to a journal view -

hunch finds what to test next view -

seal writes the plan down before the data view