ISEF project ribbon
gets the project ready for ISEF
0:23
watch ribbon at work
checks the forms and approval dates against this year’s rules, maps who did what and where AI helped, and drills the interview, without writing a word of the student’s abstract.
see the whole lab
- call it
- a high-school project is going to Regeneron ISEF or a fair affiliated with it.
- it can
- read and search the code, run commands, write and edit files, and search and read the web.model · same as your session
ribbon 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
ribbon 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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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 -

atlas checks the data against its source view -

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