qcsd-production-swarm

Installation
SKILL.md

QCSD Production Swarm v1.0

Post-release production health assessment and QCSD feedback loop closure.


Overview

The Production Swarm assesses release health in the live production environment using DORA metrics, incident RCA, defect prediction, and cross-phase feedback loops. It renders a HEALTHY / DEGRADED / CRITICAL decision and is the only QCSD phase with dual responsibility: assessing current production health AND closing the feedback loop back to Ideation and Refinement phases.

QCSD Phase Positioning

Installs
69
GitHub Stars
407
First Seen
Feb 24, 2026
qcsd-production-swarm — proffesor-for-testing/agentic-qe