Cortex

A 90 completed
Ai Ml
containerized / markdown · small
160
Files
18,542
LOC
0
Frameworks
4
Languages

Pipeline State

completed
Run ID
#297479
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
60.00
Framework unique
Isolation
Last stage change
2026-05-10 03:34:46
Deduplication group #47777
Member of a group with 19 similar repo(s) — canonical #54 view group →
Top concepts (8)
RepositorytestingConfigurationFile ManagementLoggingSearchTestingAuthentication
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AI Prompt

Create a conceptual design for a digital operating system called Cortex. I need a description of its architecture, which should show how humans and AI agents collaborate. The system needs to be message-driven, utilizing a message bus like RabbitMQ to handle concepts such as delegation, chain of command, and accountability. Please detail the flow from user inputs (via Web UI or Mobile/WhatsApp) through a Chief of Staff Agent, routing tasks to specialized queues, and finally executing them via registered skills. The output should be structured enough to serve as foundational documentation.
system-design architecture ai-agents message-queue rabbitmq csharp markdown operating-system collaboration
Generated by gemma4:latest

Catalog Information

Cortex is a digital operating system for companies that enables humans and AI agents to collaborate as equals, running a business through code.

Description

Cortex is a message-driven framework where every real-world organisational concept is encoded as executable software. It's not a chatbot or coding tool, but a digital operating system that allows tasks to be assigned to whoever can do them, regardless of whether they're human or AI. The system includes features such as delegation, authority, dispute resolution, succession, and arbitration.

الوصف

يعد كورتكس نظامًا رقميًا لتشغيل الشركات يسمح للبشر وال एजENTS الذكية بالتعاون على قدم المساواة، و تشغيل الأعمال من خلال الكود. هو إطار عمل يقوم بتحويل كل مفهوم تنظيمي في العالم الحقيقي إلى برمجيات قابلة للتنفيذ. ليس بوابغ أو أداة كتابة التعليمات البرمجية، ولكن نظام تشغيل رقمي يسمح بتخصيص المهام لأي شخص يمكنه القيام بها، بغض النظر عن ما إذا كان بشراً أو ذكياً. يتضمن النظام ميزات مثل التمثيل والسلطة وحل النزاعات ورئاسة الأعمال وتنظيم الأعمال.

Novelty

9/10

Tags

digital-operating-system message-driven-framework organisational-concepts executable-software human-ai-collaboration

Claude Models

claude-opus-4.6

Quality Score

A
90.1/100
Structure
89
Code Quality
99
Documentation
90
Testing
85
Practices
75
Security
100
Dependencies
60

Strengths

  • CI/CD pipeline configured (github_actions)
  • Good test coverage (52% test-to-source ratio)
  • Consistent naming conventions (PascalCase)
  • Low average code complexity \u2014 well-structured code
  • Good security practices \u2014 no major issues detected
  • Containerized deployment (Docker)
  • Properly licensed project

Weaknesses

  • 1 files with critical complexity need refactoring
  • 175 duplicate lines detected \u2014 consider DRY refactoring

Recommendations

  • Add a linter configuration to enforce code style consistency

Security & Health

5.6h
Tech Debt (A)
Medium
DORA Rating
A
OWASP (100%)
PASS
Quality Gate
Source: Repobility analyzer · https://repobility.com
A
Risk (1)
AGPL-3.0
License
6.3%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

markdown
70.4%
csharp
29.1%
yaml
0.3%
json
0.3%

Frameworks

None detected

Concepts (8)

Findings produced by Repobility · scan your repo at https://repobility.com/scan/
CategoryNameDescriptionConfidence
Powered by Repobility — scan your code at https://repobility.com
design_patternRepositoryFound repository-named files80%
arch_layertestingDetected testing layer70%
business_logicConfigurationDetected from 6 related files50%
business_logicFile ManagementDetected from 5 related files50%
business_logicLoggingDetected from 2 related files50%
business_logicSearchDetected from 9 related files50%
business_logicTestingDetected from 36 related files50%
business_logicAuthenticationDetected from 3 related files50%

Quality Timeline

1 quality score recorded.

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