What is qcsd-refinement-swarm?
QCSD Refinement phase swarm for Sprint Refinement sessions using SFDIPOT product factors, BDD scenario generation, and requirements validation. Source: proffesor-for-testing/agentic-qe.
·qcsd-refinement-swarm
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qcsd-refinement-swarm
✓proffesor-for-testing/agentic-qeGitHub: proffesor-for-testing/agentic-qeSource: proffesor-for-testing/agentic-qe
QCSD Refinement phase swarm for Sprint Refinement sessions using SFDIPOT product factors, BDD scenario generation, and requirements validation.
Installation
How to Install qcsd-refinement-swarm
Quickly install qcsd-refinement-swarm AI skill to your development environment via command line
- Open Terminal: Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.)
- Run Installation Command: Copy and run this command: npx skills add https://github.com/proffesor-for-testing/agentic-qe --skill qcsd-refinement-swarm
- Verify Installation: Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw
Source: proffesor-for-testing/agentic-qe.
SKILL.md
View rawThe Refinement Swarm takes user stories that passed Ideation and prepares them for Sprint commitment. Where the Ideation Swarm asks "Should we build this?" using HTSM quality criteria, the Refinement Swarm asks "How should we test this?" using SFDIPOT product factors, BDD scenarios, and INVEST validation.
| Framework | HTSM v6.3 (10 categories) | SFDIPOT (7 factors, 37 subcategories) | | Agents | 9 (3 core + 6 conditional) | 10 (3 core + 6 conditional + 1 transformation) | | Core Output | Quality Criteria HTML report | BDD Gherkin scenarios | | Decision | GO / CONDITIONAL / NO-GO | READY / CONDITIONAL / NOT-READY |
| Flags | HASUI, HASSECURITY, HASUX, HASMIDDLEWARE, HASSAPINTEGRATION, HASAUTHORIZATION | HASAPI, HASREFACTORING, HASDEPENDENCIES, HASSECURITY, HASMIDDLEWARE, HASSAPINTEGRATION, HASAUTHORIZATION | | Phase | PI Planning / Sprint Planning | Sprint Refinement | | Final Step | Report generation | Test idea rewriter transformation |
Facts (cite-ready)
Stable fields and commands for AI/search citations.
- Install command
npx skills add https://github.com/proffesor-for-testing/agentic-qe --skill qcsd-refinement-swarm- Category
- </>Dev Tools
- Verified
- ✓
- First Seen
- 2026-02-21
- Updated
- 2026-03-10
Quick answers
How do I install qcsd-refinement-swarm?
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/proffesor-for-testing/agentic-qe --skill qcsd-refinement-swarm Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw
Where is the source repository?
https://github.com/proffesor-for-testing/agentic-qe
Details
- Category
- </>Dev Tools
- Source
- skills.sh
- First Seen
- 2026-02-21