Skip to content

What Is OASIS ScienceClaw?

OASIS ScienceClaw is a packaged scientific workspace for environmental data science teams.

It combines:

  • a container with tools and services,
  • a repository that acts as durable project memory,
  • a working group scaffold with bounded agent roles,
  • local secrets that are injected at startup,
  • external storage patterns for data too large for git,
  • review checkpoints before publication or risky actions.

The goal is not to create an autonomous agent swarm. The goal is to create a small, inspectable scientific institution: roles, memory, evidence standards, disagreement, and human review.

What It Helps With

  • Starting a new synthesis project from a known structure.
  • Keeping notes, decisions, assumptions, and outputs in predictable places.
  • Giving agents bounded roles and clear review expectations.
  • Testing model routes and storage integrations without turning the repository into a pile of local state.
  • Moving reviewed outputs into public documentation.

What It Does Not Do

OASIS ScienceClaw does not guarantee safe autonomy, correct memory, valid science, or publication readiness. It provides structure so humans can review the work more clearly.