Link Budget Gemini
D 59 completed
Cli Tool
containerized / markdown · tiny
27
Files
2,208
LOC
0
Frameworks
7
Languages
Pipeline State
completedRun ID
#300611Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
SkippedDecision
skip_scaffold_dupNovelty
36.19Framework unique
—Isolation
—Last stage change
2026-04-16 18:15:42Deduplication group #47932
Member of a group with 1 similar repo(s) — canonical #86106 view group →
Top concepts (4)
Web BackendFactoryContainerized/MicroservicesFile Management
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🧪 Code Distillation
Browse all specs →AI Prompt
I need a tool to calculate link budgets specifically for the Gemini environment. The project structure suggests it involves Python, so please use Python for the core logic, likely within a file like `link_budget_calculator.py`. Since it's containerized, please ensure the setup includes a `Dockerfile` and a `compose.yaml` for easy local testing. I also need documentation or scripts for deployment, perhaps covering Azure or Cloud Run, so please include necessary setup files like deployment scripts and markdown guides.
python containerization link-budget gemini deployment azure cloud-run tool
Generated by gemma4:latest
Catalog Information
This project is a tool for creating link budgets in the Gemini environment.
Description
The Link-Budget-Gemini project is a Python-based application that helps users create and manage link budgets for their Gemini projects. It utilizes popular data science libraries such as NumPy and Matplotlib to provide an interactive and user-friendly interface. The tool can be accessed through a web interface built with Streamlit.
الوصف
هذا المشروع هو أداة لإنشاء ميزانيات الروابط في بيئة جيمي. يعتمد هذا التطبيق على لغة بايثون و يستخدم مكتبات البيانات العلمية الشهيرة NumPy و Matplotlib لتقديم واجهة مستخدم تفاعلية. يمكن الوصول إلى الأداة من خلال واجهة ويب مصممة باستخدام Streamlit.
Novelty
5/10Tags
link-budget gemini-environment data-science interactive-tool web-interface
Technologies
matplotlib numpy streamlit
Claude Models
claude-opus-4.5
Quality Score
D
59.0/100
Structure
41
Code Quality
80
Documentation
45
Testing
15
Practices
79
Security
100
Dependencies
80
Strengths
- CI/CD pipeline configured (github_actions)
- Good security practices \u2014 no major issues detected
- Containerized deployment (Docker)
Weaknesses
- Missing README file \u2014 critical for project understanding
- No LICENSE file \u2014 legal ambiguity for contributors
- No tests found \u2014 high risk of regressions
Recommendations
- Add a comprehensive README.md explaining purpose, setup, usage, and architecture
- Add a test suite \u2014 start with critical path integration tests
- Add a linter configuration to enforce code style consistency
- Add a LICENSE file (MIT recommended for open source)
Security & Health
4.1h
Tech Debt (D)
Medium
DORA Rating
A
OWASP (100%)
Same scanner, your repo: https://repobility.com — Repobility
PASS
Quality Gate
A
Risk (4)
Unknown
License
0.0%
Duplication
Languages
Frameworks
None detected
Symbols
variable15
method7
function3
class1
constant1
Concepts (4)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Want fix-PRs on findings? Install Repobility's GitHub App · github.com/apps/repobility-bot | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Web Backend | web-backend | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| design_pattern | Factory | Found factory/create_ naming patterns | 60% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| arch_pattern | Containerized/Microservices | Multiple Dockerfiles found at package level | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | File Management | Detected from 2 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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