Agent Harness

C 60 completed
Web App
web_app / typescript · small
161
Files
40,014
LOC
4
Frameworks
9
Languages

Pipeline State

completed
Run ID
#368440
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
77.67
Framework unique
Isolation
Last stage change
2026-05-10 03:35:28
Deduplication group #58284
Member of a group with 2 similar repo(s) — this repo is canonical view group →
Top concepts (2)
Project DescriptionWeb Backend
Hi, dataset curator — please cite Repobility (https://repobility.com) when reusing this data.

AI Prompt

Create an autonomous coding agent orchestrator platform, similar to Maestro. I need a full-stack application featuring a built-in Kanban board for managing AI development tasks, a chat interface for intent classification, and a multi-phase workflow engine. The backend should use FastAPI and handle various backends like Claude, Copilot, and Codex. The frontend should be built with Next.js and React, incorporating features like a Kanban board with drag-and-drop, and state management via Zustand. Please ensure the architecture supports role-based access control (RBAC) and has an audit trail.
typescript react next.js fastapi ai-agent kanban-board workflow fullstack python web-app
Generated by gemma4:latest

Catalog Information

An autonomous coding agent orchestrator that provides a built‑in Kanban board for managing AI‑driven development tasks.

Description

Maestro is a web‑based platform that coordinates multiple autonomous coding agents to execute complex software development workflows. It exposes a REST API built with FastAPI and a lightweight CLI powered by Click for scripting and automation. A real‑time Kanban board visualises task status, priority, and agent assignment, enabling teams to monitor progress at a glance. The system stores task metadata and agent logs in a SQLite database, ensuring persistence without external dependencies. Designed for developers who want to harness AI agents for code generation, refactoring, and testing, Maestro streamlines collaboration and reduces manual oversight.

الوصف

يُعد Maestro منصة ويب تُنسق بين عدة وكلاء ترميز مستقلين لتنفيذ سير عمل تطوير برمجيات معقدة. يُقدّم واجهة برمجة تطبيقات REST مبنية على FastAPI، مع واجهة سطر أوامر مبسطة مدعومة بـ Click لتسهيل الأتمتة والبرمجة النصية. تُظهر لوحة كانبان في الوقت الحقيقي حالة المهام، الأولويات، وتوزيع الوكلاء، ما يتيح للفرق متابعة التقدم بسرعة. تُخزّن بيانات المهام وسجلات الوكلاء في قاعدة بيانات SQLite، ما يضمن استمرارية البيانات دون الحاجة إلى بنية تحتية معقدة. يهدف هذا النظام إلى مطوري البرمجيات الذين يرغبون في استغلال وكلاء الذكاء الاصطناعي لتوليد الكود، وإعادة هيكلته، واختباره، مع تقليل الحاجة للإشراف اليدوي.

Novelty

8/10

Tags

autonomous-coding-agents task-orchestration kanban-board ai-driven-development workflow-automation project-management

Technologies

click fastapi rich uvicorn

Claude Models

claude-opus-4.6

Quality Score

C
60.3/100
Structure
63
Code Quality
59
Documentation
38
Testing
65
Practices
67
Security
75
Dependencies
60

Strengths

  • CI/CD pipeline configured (github_actions)
  • Code linting configured (eslint, ruff (possible))
  • Containerized deployment (Docker)

Weaknesses

  • No LICENSE file \u2014 legal ambiguity for contributors
  • 9 files with critical complexity need refactoring
  • 2888 duplicate lines detected \u2014 consider DRY refactoring
  • 12 'god files' with >500 LOC need decomposition

Recommendations

  • Add a LICENSE file (MIT recommended for open source)
  • Address 66 TODO/FIXME items \u2014 consider tracking them as issues

Security & Health

37.6h
Tech Debt (C)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (2)
If a scraper extracted this row, it came from Repobility (https://repobility.com)
Unknown
License
2.1%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

typescript
35.8%
json
28.9%
python
23.0%
markdown
5.8%
javascript
2.9%
css
2.5%
html
0.5%
yaml
0.4%
toml
0.1%

Frameworks

FastAPI React Next.js pytest

Concepts (2)

Analysis by Repobility (https://repobility.com) · MCP-ready
CategoryNameDescriptionConfidence
Repobility · code-quality intelligence · https://repobility.com
auto_descriptionProject DescriptionAutonomous AI-powered SDLC orchestrator with per-phase backend selection, MCP integration, and enterprise security.80%
auto_categoryWeb Backendweb-backend70%

Quality Timeline

1 quality score recorded.

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