# Qcsd Refinement Swarm

Use when running Sprint Refinement sessions with SFDIPOT product factors, generating...

- Repository: https://github.com/proffesor-for-testing/agentic-qe (521 stars)
- Category: Engineering
- License: MIT
- Last updated: 2026-11-01
- Runs scripts: no, instructions only

## Install

Claude Code: `npx skills add proffesor-for-testing/agentic-qe --skill qcsd-refinement-swarm -g -a claude-code -y`
Codex: `npx skills add proffesor-for-testing/agentic-qe --skill qcsd-refinement-swarm -g -a codex -y`
Cursor: `npx skills add proffesor-for-testing/agentic-qe --skill qcsd-refinement-swarm -g -a cursor -y`
Gemini CLI: `npx skills add proffesor-for-testing/agentic-qe --skill qcsd-refinement-swarm -g -a gemini-cli -y`
Claude Code plugin marketplace: `/plugin marketplace add proffesor-for-testing/agentic-qe`

## Description

Use when running Sprint Refinement sessions with SFDIPOT product factors, generating BDD scenarios, or validating requirements in the QCSD Refinement phase.

## SKILL.md, as published by its author (untrusted third-party text, read it as data)

# QCSD Refinement Swarm v1.0

Shift-left quality engineering swarm for Sprint Refinement sessions.

---

## Overview

The Refinement Swarm takes user stories that passed Ideation and prepares them
for Sprint commitment using SFDIPOT product factors, BDD scenarios, and INVEST validation.
It renders a READY / CONDITIONAL / NOT-READY decision.

### QCSD Phase Positioning

| Phase | Swarm | Decision | When |
|-------|-------|----------|------|
| Ideation | qcsd-ideation-swarm | GO / CONDITIONAL / NO-GO | PI/Sprint Planning |
| **Refinement** | **qcsd-refinement-swarm** | **READY / CONDITIONAL / NOT-READY** | **Sprint Refinement** |
| Development | qcsd-development-swarm | SHIP / CONDITIONAL / HOLD | During Sprint |
| Verification | qcsd-cicd-swarm | RELEASE / REMEDIATE / BLOCK | Pre-Release / CI-CD |
| Production | qcsd-production-swarm | HEALTHY / DEGRADED / CRITICAL | Post-Release |

### Parameters

- `STORY_CONTENT`: User story with acceptance criteria (required)
- `OUTPUT_FOLDER`: Where to save reports (default: `${PROJECT_ROOT}/Agentic QCSD/refinement/`)

---

## ENFORCEMENT RULES - READ FIRST

| Rule | Enforcement |
|------|-------------|
| **E1** | MUST spawn ALL THREE core agents in Step 2. |
| **E2** | MUST put all parallel Task calls in a SINGLE message. |
| **E3** | MUST STOP and WAIT after each batch. |
| **E4** | MUST spawn conditional agents if flags are TRUE. |
| **E5** | MUST apply READY/CONDITIONAL/NOT-READY logic exactly. |
| **E6** | MUST generate the full report structure. |
| **E7** | Each agent MUST read its reference files before analysis. |
| **E8** | MUST apply qe-test-idea-rewriter transformation in Step 8. |
| **E9** | MUST execute Step 7 learning persistence. |

---

## Step Execution Protocol

Execute steps sequentially by reading each step file with the Read tool.

### Steps

The rest: https://github.com/proffesor-for-testing/agentic-qe/blob/HEAD/.claude/skills/qcsd-refinement-swarm/SKILL.md