Pnx Mfse Agents

D 59 completed
Plugin
unknown / markdown · tiny
20
Files
812
LOC
0
Frameworks
2
Languages

Pipeline State

completed
Run ID
#370035
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Skipped
Decision
skip_scaffold_dup
Novelty
23.04
Framework unique
Isolation
Last stage change
2026-04-16 18:15:42
Deduplication group #47490
Member of a group with 1 similar repo(s) — canonical #22076 view group →
Top concepts (2)
Project DescriptionBot
Repobility · code-quality intelligence · https://repobility.com

AI Prompt

Create a multi-agent system designed to automate the entire software development lifecycle. I need the system to handle everything from initial requirement shaping to final code review. The system should feature specialized agents like a Facilitator to shape requirements into user stories, an Architect for design blueprints, a Coder for implementation, and a Reviewer for quality gates. Please structure the workflow so the Orchestrator coordinates these specialized agents, and include support for skills like BDD user story writing and Azure DevOps integration.
agent-system software-development ai automation workflow markdown json architecture code-review
Generated by gemma4:latest

Catalog Information

A multi‑agent system that automates the software development lifecycle from requirement shaping to code review.

Description

This tool provides a collection of autonomous agents that guide a software project from raw idea to finished code. The pipeline begins with a facilitator that converts vague concepts into clear user stories and acceptance criteria. Subsequent agents orchestrate architecture design, code generation, and automated code review, optionally following TDD practices. A dedicated problem‑solving agent escalates complex issues that exceed the normal workflow. The system is intended for developers, engineering teams, and product managers who want to streamline and standardise their development process.

الوصف

يقدّم هذا النظام مجموعة من الوكلاء المستقلين الذين يوجهون مشروع برمجيات من فكرة غير محدّدة إلى كود مكتمل. يبدأ المسار بوكيل الميسر الذي يحوّل الأفكار الغامضة إلى قصص مستخدم واضحة مع معايير قبول محدّدة. ثم يتولى وكلاء آخرون تنظيم تصميم المعمارية، وتوليد الكود، ومراجعة الكود تلقائياً، مع إمكانية تطبيق منهجية TDD حسب اختيار المستخدم. يرفع وكيل حل المشكلات المعقدة إلى وكيل متخصص عندما يتجاوز الفريق صعوبة معينة في سير العمل. يهدف النظام إلى مطوري البرمجيات، والفرق الهندسية، ومديري المنتجات الذين يسعون لتبسيط وتوحيد عملية التطوير. يوفّر هذا الحل أتمتة شاملة تقلل الأخطاء البشرية وتسرّع التسليم، مع الحفاظ على معايير الجودة العالية. يميز النظام بقدرته على تنسيق عدة وكلاء معاً في سلسلة متكاملة، ما يخلق بيئة تطوير متكاملة لا تحتاج إلى أدوات متعددة.

Novelty

8/10

Tags

software-development-automation requirement-shaping architecture-design code-generation code-review multi‑agent-orchestration tdd-support

Claude Models

claude-opus-4.6

Quality Score

D
58.6/100
Structure
37
Code Quality
100
Documentation
30
Testing
0
Practices
78
Security
100
Dependencies
50

Strengths

  • Low average code complexity \u2014 well-structured code
  • Good security practices \u2014 no major issues detected
  • Properly licensed project

Weaknesses

  • No tests found \u2014 high risk of regressions
  • No CI/CD configuration \u2014 manual testing and deployment

Recommendations

  • Add a test suite \u2014 start with critical path integration tests
  • Set up CI/CD (GitHub Actions recommended) to automate testing and deployment
  • Add a linter configuration to enforce code style consistency

Security & Health

4.1h
Tech Debt (E)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (10)
About: code-quality intelligence by Repobility · https://repobility.com
MIT
License
0.0%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

markdown
90.4%
json
9.6%

Frameworks

None detected

Concepts (2)

Repobility · the analyzer behind every row · https://repobility.com
CategoryNameDescriptionConfidence
Repobility — same analyzer, your code, free for public repos · /scan/
auto_descriptionProject DescriptionA multi-agent development team for coding agents. Orchestrates requirement shaping, architecture, implementation, and code review through specialized agents.80%
auto_categoryBotbot70%

Quality Timeline

1 quality score recorded.

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