Automate

The Automate group covers everything in Mantis that runs a job for you rather than drawing a picture of your data: re-running the synthesis pipeline over an existing space, training small models on top of it, replaying recorded UI actions as macros, and building scheduled agent workflows.

Most of these panels live in the Machine Learning group of the View menu. The two workflow builders are different: Jarvis is a full-page app at /workflows, and the Agno Workflow Builder opens as a panel from View > Agents.

Rebuild and extend a space

Space Creation

Re-run embedding, reduction, clustering and labeling phases, and add maps to an existing space.

Projection

Train a text-to-coordinate model for a map and drop pins where arbitrary text lands.

Machine Learning

Compare bags, train a selector from them, and apply that selector to the rest of the map.

Macros

Macros are short scripts in a fixed command language that replay panel, tool, plot, legend and view actions. Three panels split the work: you create and install macros in the Marketplace, run installed macros in the Runner, and edit your own in the Editor.

Macro language

The command grammar, plus what macro recording does and does not capture.

Macro Marketplace

Browse every macro on the instance, install them, record new ones.

Macro Runner

Apply a macro you installed.

Macro Editor

Edit and delete macros you created.

Workflow builders

Mantis ships two visual workflow builders. They do not share workflows, storage, or node types.

Jarvis

Full-page node canvas with Mantis Control nodes, Python nodes, cron scheduling and a webhook trigger.

Agno Workflow Builder

In-panel builder for Agno agent pipelines, saved to the database and schedulable per workflow.

What this section does not cover

Choosing a reduction method for a brand-new space happens in the create-space flow, not here. Automating Mantis from outside the browser is the CLI and the extension SDK, not macros.

Read nextCreate your first spaceWhere reduction, clustering and labeling settings are first chosen.