cff-version: 1.2.0
message: "If you use this reference implementation, please cite it using this metadata."
title: "Waggle + Kea: Certified Task-Sufficient Machine Handoffs"
type: software
version: 0.3.0
date-released: 2026-08-08
authors:
  - family-names: Keenan
    given-names: William
repository-code: "https://github.com/willykeenan/waggle-kea"
url: "https://github.com/willykeenan/waggle-kea"
license: MIT
keywords:
  - machine learning evaluation
  - intent classification
  - uncertainty calibration
  - decision sufficiency
  - selective prediction
  - multi-agent systems
  - machine coordination
  - AI observability
  - auditability
  - deterministic protocols