Orbital
C+ 72 completed
Other
library / python · small
386
Files
67,963
LOC
4
Frameworks
10
Languages
Pipeline State
completedRun ID
#396922Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
CatalogedDecision
proceedNovelty
77.00Framework unique
—Isolation
—Last stage change
2026-05-10 03:35:17Deduplication group #53639
Member of a group with 1 similar repo(s) — this repo is canonical view group →
Top concepts (2)
Project DescriptionWeb Frontend
Same scanner, your repo: https://repobility.com — Repobility
AI Prompt
Create a system, like an operating system, for managing multiple AI agents running locally. I need it to handle process management, resource isolation, and persistent state. Key features should include a unified dashboard to monitor agents running in parallel, and a crucial mobile supervision interface where I can approve, deny, or redirect agent actions from my phone. The system should manage agent context and permissions without requiring me to manually manage multiple terminals or re-explain project context.
python fastapi react ai-agent os-system process-management supervision local-development mobile-integration
Generated by gemma4:latest
Catalog Information
Every second an agent sits idle is a second of productivity wasted.
Description
Every second an agent sits idle is a second of productivity wasted.
Novelty
3/10Tags
python fastapi react ai-agent os-system process-management supervision local-development mobile-integration
Technologies
anthropic fastapi openai
Claude Models
claude-opus-4-6
Quality Score
C+
72.3/100
Structure
73
Code Quality
73
Documentation
81
Testing
70
Practices
68
Security
65
Dependencies
60
Strengths
- Good test coverage (135% test-to-source ratio)
- Code linting configured (eslint, ruff (possible))
- Consistent naming conventions (snake_case)
- Properly licensed project
Weaknesses
- No CI/CD configuration \u2014 manual testing and deployment
- Potential hardcoded secrets in 1 files
- 3051 duplicate lines detected \u2014 consider DRY refactoring
- 10 'god files' with >500 LOC need decomposition
Recommendations
- Set up CI/CD (GitHub Actions recommended) to automate testing and deployment
- Move hardcoded secrets to environment variables or a secrets manager
Security & Health
13.8h
Tech Debt (A)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (0)
Want this analysis on your repo? https://repobility.com/scan/
AGPL-3.0
License
5.1%
Duplication
Languages
Frameworks
FastAPI React pytest Vite
Concepts (2)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Source: Repobility analyzer · https://repobility.com | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_description | Project Description |  !Platform: Windows !Platform: macOS !Status: Alpha | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Web Frontend | web-frontend | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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