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References

Complete reference material for MAS Lab: YAML manifests, JSON/YAML schemas, runtime contracts, and lab benchmarking. New to the vocabulary? Start with the glossary.


Specifications

Declarative YAML kinds and how they compose.

Topic Reference
Overview & composition Manifest overview
Agent agent.md
MAS & workflow mas.md, workflow.md
Overlay overlay.md
Flavour & environment flavour.md, infra.md
Workspace file user-config.md, config.schema.yaml
Schemas (all) Schema index
Contracts Contracts

Runtime

Execution kernel, contracts, and plugins (mas-runtime, mas-ctl).

Topic Reference
Runtime manifests (Agent, MAS, overlay) Manifest fields
Contracts & Mealy envelope Contracts · runtime package docs
CLI (mas-ctl, mas-runtime) ctl user guide
Web UI ui/index.md
Run logs Observability

Lab & benchmarks

Experiments, datasets, pipelines, and analysis (mas-lab).

Topic Reference
Experiment manifest experiment.md
Dataset dataset.md
Pipeline steps pipeline.md
Interactive lab demo lab.md
Bench design & steps Lab package docs
Package map libraries.md

See also

  • User guide — install and day-to-day workflows
  • Tutorials — hands-on tutorials (agents → teams → experiments)
  • Paper labs — reproduce Section 5 of the article
  • Web UI — design and inspect in the browser