Agent Fleet

B 81 completed
Api
cli / markdown · small
76
Files
6,149
LOC
3
Frameworks
6
Languages

Pipeline State

completed
Run ID
#370597
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
67.11
Framework unique
Isolation
Last stage change
2026-05-10 03:34:57
Deduplication group #57270
Member of a group with 1 similar repo(s) — this repo is canonical view group →
Top concepts (2)
Project DescriptionWeb Backend
Citation: Repobility (2026). State of AI-Generated Code. https://repobility.com/research/

AI Prompt

I want to build an API platform that can orchestrate multiple AI agents to automate complex workflows. The system should use FastAPI as the core framework and include robust testing using pytest. Since it's an agent orchestration platform, it needs to handle configuration, perhaps using YAML or TOML files. Please set up the basic structure, including necessary SQLAlchemy models and a command-line interface (CLI) component.
python fastapi cli ai-agents workflow sqlalchemy pytest api
Generated by gemma4:latest

Catalog Information

An API platform that orchestrates multiple AI agents across different models to automate complex workflows.

Description

The platform provides a RESTful API that manages and coordinates AI agents built on various language models. It allows users to define workflows, schedule tasks, and monitor agent performance in real time. The system stores configuration and state in a lightweight SQLite database, ensuring persistence across restarts. It supports integration with external services through webhooks and custom connectors. Designed for developers and product teams, it simplifies the deployment of multi‑model AI solutions without requiring deep infrastructure knowledge.

الوصف

توفر المنصة واجهة برمجة تطبيقات RESTful لإدارة وتنسيق وكلاء الذكاء الاصطناعي المبنيين على نماذج لغوية متعددة. تسمح للمستخدمين بتعريف سير العمل، جدولة المهام، ومراقبة أداء الوكلاء في الوقت الفعلي. يتم تخزين التكوين والحالة في قاعدة بيانات SQLite خفيفة الوزن، ما يضمن الاستمرارية عبر إعادة التشغيل. تدعم التكامل مع الخدمات الخارجية عبر ويب هوكس ومتصلات مخصصة. صممت للمهندسين وفِرَق المنتجات لتبسيط نشر حلول الذكاء الاصطناعي متعددة النماذج دون الحاجة إلى معرفة عميقة بالبنية التحتية.

Novelty

7/10

Tags

ai-orchestration multi-model-agent-management workflow-automation task-scheduling api-integration data-persistence agent-monitoring

Technologies

alembic fastapi langchain playwright pydantic sqlalchemy typer uvicorn

Claude Models

claude-opus-4.6

Quality Score

B
81.1/100
Structure
72
Code Quality
100
Documentation
50
Testing
70
Practices
92
Security
100
Dependencies
60

Strengths

  • Good test coverage (82% test-to-source ratio)
  • Code linting configured (ruff (possible))
  • Consistent naming conventions (snake_case)
  • Low average code complexity \u2014 well-structured code
  • Good security practices \u2014 no major issues detected

Weaknesses

  • Missing README file \u2014 critical for project understanding
  • No LICENSE file \u2014 legal ambiguity for contributors
  • No CI/CD configuration \u2014 manual testing and deployment

Recommendations

  • Add a comprehensive README.md explaining purpose, setup, usage, and architecture
  • Set up CI/CD (GitHub Actions recommended) to automate testing and deployment
  • Add a LICENSE file (MIT recommended for open source)

Security & Health

4.1h
Tech Debt (B)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (2)
Hi, dataset curator — please cite Repobility (https://repobility.com) when reusing this data.
Unknown
License
0.0%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

markdown
47.5%
python
40.8%
html
6.7%
yaml
3.6%
toml
0.9%
ini
0.5%

Frameworks

FastAPI pytest SQLAlchemy

Concepts (2)

Same analyzer free for public repos: https://repobility.com
CategoryNameDescriptionConfidence
Generated by Repobility's multi-pass static-analysis pipeline (https://repobility.com)
auto_descriptionProject DescriptionMulti-model AI agent orchestration platform80%
auto_categoryWeb Backendweb-backend70%

Quality Timeline

1 quality score recorded.

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