mubaidr/gem-team — Self-Learning Multi-agent orchestration harness for spec-driven development and automated verificati…

Description and use

mubaidr/gem-team is an open‑source framework that enables self‑learning, multi‑agent orchestration for spec‑driven software development. It automatically generates, coordinates, and verifies code artifacts across teams, using AI/ML techniques to adapt to evolving specifications and ensure continuous correctness. The tool streamlines DevOps pipelines by turning high‑level specifications into executable components and automated verification checks.

Problem

mubaidr/gem-team helps turn isolated prompts and tools into repeatable agent workflows.

Outcome

Early or unclear: treat as research material until maintenance, releases, docs, and issue activity are verified.

Workflow

• coordinate multi-agent workflows
• add tool-use pipelines
• standardize agent memory

Evidence

Self-Learning Multi-agent orchestration harness for spec-driven development and automated verification.

Source