LabWeaver
Lab AI context ecosystem
One context.
The whole lab.
Everyone briefs their own AI from scratch. LabWeaver makes it one shared memory — skills, protocols and instruments woven into infrastructure that compounds.
Open source · MITMulti-user hubWet-lab grounded
How it works
Three moves. One loop.
01
Everyone shares one brain.
Same memory, same protocols — no re-briefing.
02
Every answer becomes a skill.
Drop in markdown; the lab reuses it next turn.
03
The AI reaches the bench.
Grounded in your instruments, samples and history.
Case study
It found what the generic agent missed.
On a synovial sarcoma mouse-model scRNA-seq run, a native agent produced a boilerplate workflow. With the lab's own H&E morphology and marker knowledge in context, LabWeaver surfaced SS18-SSX2 fusion expression and assigned biphasic and monophasic cell states.
Weave your lab.
LabWeaver — persistent laboratory AI infrastructure. MIT licensed.
github.com/lili-8477/labweaver