EELML STUDIO PERSONAL 0.18 · macOS

Give models the tools to finish real work.

EELML Studio brings the inference runtime, Agent Loop, Skills, MCP services, and native workspaces into one Mac client.

The model understands and decides; the independent Agent Kernel prepares context, checks permissions, executes tools, and returns typed results to the model.

Current system requirements

Edition
Personal 0.18
Processor
Apple silicon
Operating system
macOS 15 or later
User model
Single user, local installation
Enterprise
Planned; not included in this download

Three independent components

  • Inference Runtime loads .eelml packages and performs inference.
  • Agent Kernel owns Tool Search, Skills, the Agent Loop, DAG execution, and Observations.
  • The native App owns user-visible state, services, permissions, and workspaces.

Verifiable work

  • The active model makes the final tool decision.
  • Tool failures return to the model as typed evidence.
  • The task rail keeps search, validation, execution, retries, and results visible.
  • Workspace identity and permission scope persist across work turns.