Orchestrate
Turns the scientific goal into a task graph, delegates work, tracks state, and controls feedback loops.
Inspect this roleFROGENT research / architecture
Four agents coordinate through one Global Context.
The supplied manuscript connects Orchestrate, Retrieve, Forge, and Gauge to language models and a shared Model Context Protocol capability layer.
Manuscript architecture figure
Read from coordination to specialized action.
Orchestrate manages the campaign. Specialist agents use models and scientific tools. Global Context keeps the task graph, evidence, artifacts, scores, and handoffs available to the next decision.
Supplied manuscript architecture figure. Four agents share Global Context and connect to model and scientific-tool layers.
Download source figure (PDF)Retrieve
Gathers literature, database records, structures, and project evidence while preserving provenance.
Inspect this roleForge
Generates and refines candidates, then connects design decisions to synthesis planning.
Inspect this roleGauge
Runs quantitative in silico evaluation, exposes diagnostics, and returns evidence to the next decision.
Inspect this roleNext evidence layer