Orchestration

D 56 completed
Devops
unknown / markdown · small
82
Files
8,416
LOC
0
Frameworks
5
Languages

Pipeline State

completed
Run ID
#369240
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Skipped
Decision
skip_scaffold_dup
Novelty
46.36
Framework unique
Isolation
Last stage change
2026-04-16 18:15:42
Deduplication group #50220
Member of a group with 1 similar repo(s) — canonical #90386 view group →
Top concepts (2)
Project DescriptionDocumentation
Repobility · code-quality intelligence · https://repobility.com

AI Prompt

Create a comprehensive, multi-project orchestration system, similar to the one described in the repository. I need it to manage workflows for development teams, handling tasks like implementation, review, committing, and documentation automatically. Key features must include an Agent Chain mechanism, a Linker System for injecting real-time context, and a Meta-orchestrator for dispatching tasks across specialized Agent Teams. Also, implement a Hooks System to automatically validate and track state before and after tool usage. The system should maintain living documents like KNOWLEDGE.md and CHANGELOG.md.
orchestration workflow automation agent-system python markdown system-design devops
Generated by gemma4:latest

Catalog Information

The Orchestration System is a multi-project orchestration system designed for teams, enabling automation and streamlining of workflows.

Description

This project provides an orchestration system that automates various tasks and workflows across multiple projects. It features agent chains, linker systems, meta-orchestrators, and hooks to streamline operations. The system includes living documents, automatic task dispatching, and real-time context injection. It is designed for teams with complex workflows and aims to increase productivity.

الوصف

هذا المشروع يقدم نظامًا للاستقبال الذي ي자동يز مختلف المهام والعملية عبر مشاريع متعددة. يحتوي النظام على زنجيرات एजنت، وระบบ ربط، ومدير استقبال، وأدوات لتحسين العمليات. يشمل النظام مستندات حية، وإرسال مهام تلقائيًا، ووضع السياق في الوقت الحقيقي. مصمم للفرق التي تحتاج إلى عمليات معقدة وتهدف إلى زيادة الإنتاجية.

Novelty

7/10

Tags

workflow-automation task-dispatching real-time-context-injection living-docs meta-orchestrator

Claude Models

claude-opus-4.6 claude-sonnet-4.6

Quality Score

D
55.7/100
Structure
49
Code Quality
65
Documentation
55
Testing
0
Practices
75
Security
100
Dependencies
60

Strengths

  • Consistent naming conventions (kebab-case)
  • Good security practices \u2014 no major issues detected

Weaknesses

  • No LICENSE file \u2014 legal ambiguity for contributors
  • No tests found \u2014 high risk of regressions
  • No CI/CD configuration \u2014 manual testing and deployment
  • 2 bare except/catch blocks swallowing errors

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
  • Add a LICENSE file (MIT recommended for open source)
  • Replace bare except/catch blocks with specific exception types

Security & Health

4.1h
Tech Debt (B)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (1)
Repobility · code-quality intelligence platform · https://repobility.com
Unknown
License
9.6%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

markdown
97.7%
python
1.1%
json
0.7%
text
0.5%
yaml
0.1%

Frameworks

None detected

Concepts (2)

Analysis by Repobility (https://repobility.com) · MCP-ready
CategoryNameDescriptionConfidence
Repobility analyzer · published findings · https://repobility.com
auto_descriptionProject DescriptionClaude Code 기반 멀티 프로젝트 오케스트레이션 시스템 v3.280%
auto_categoryDocumentationdocs70%

Quality Timeline

1 quality score recorded.

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