Biotech work,
finally addressable.
MYRIAD maps 10,000 bounded biotech and pharmaceutical tasks into a graph agents can search, route, inspect and build on.
npx kalaris-myriad statsThe problem
The hard part is not asking an agent. It is defining what the agent is responsible for.
Scientific requests are rarely one clean action. They contain hidden boundaries, evidence requirements, safety constraints and hand-offs that general-purpose agents routinely blur.
MYRIAD gives each task a stable identity, scope, objective, provenance expectation, completion signal and human-review boundary.
System scale
One graph. Three representations. Zero invented experimental certainty.
raw → canonical → sanitizedCoverage
From molecules to manufacturing.
MYRIAD spans the full research and development surface without pretending every node is a finished protocol.
Anatomy of a node
Enough structure to route. Enough restraint to stay honest.
Score variant-aware CRISPR off-targets
- Objective
- Rank candidate off-target loci with sample-aware variation.
- Evidence
- Scored candidates, assumptions, model version and no-call criteria.
- Boundary
- Computational advisory. Human review before experimental action.
“A task is useful when an agent knows where to start, what to return and when to stop.”
Use it now
No account. No dashboard. One command.
Search the graph from NPX, install it globally, or clone the repository and work directly with JSONL.
$ npx kalaris-myriad statsMYRIAD 1.0.2100 domains · 1,000 workstreams · 10,000 tasks · 10 batchesMaturity: taxonomy-defined; full seed skills: 3
Honesty by design
10,000 tasks. Not 10,000 validated wet-lab protocols.
Every node is taxonomy-defined and bounded for routing, retrieval, planning and evaluation. Three nodes currently exist as complete procedural SKILL.md references.
Operational use still requires current primary sources, validated local procedures, appropriate authorization and qualified human review.
Release engineering
Built to survive outside the conversation that created it.
Raw
Preserved source records from the ten original taxonomy batches.
Canonical
Homogenized routing, provenance, uncertainty and review contracts.
Sanitized
Public distribution without internal build history or legacy artifacts.
Identity system
Research infrastructure can still have a pulse.
Build on it
Open for use. Attribution preserved.
MYRIAD by Srihari Muralikrishnan and Kalaris Labs.