Aumai Sovereignstack
B 84 completed
Ai Ml
cli / python · tiny
22
Files
1,508
LOC
1
Frameworks
4
Languages
Pipeline State
completedRun ID
#304047Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
SkippedDecision
skip_scaffold_dupNovelty
41.16Framework unique
—Isolation
—Last stage change
2026-04-16 18:15:42Deduplication group #47628
Member of a group with 1 similar repo(s) — canonical #27307 view group →
Top concepts (5)
Project DescriptiontestingTestingFactoryTesting
Repobility · code-quality intelligence platform · https://repobility.com
🧪 Code Distillation
Browse all specs →Sample distilled functions (click for full spec)
SovereignDeployer._uae_checksGenerates a list containing a single compliance check object assessing cross-border data transfer controls relevant to the UAE. It accepts a configuration object containing data policies and a string representing the deployment framework as inputs. The function returns a list of ComplianceCheck inst
SovereignDeployer._pdpa_checksGenerates a list containing a single compliance check object that validates the presence of a purpose limitation policy within the provided configuration. It accepts a configuration object and a string representing the deployment framework as inputs. The function returns a list of ComplianceCheck in
SovereignDeployer._hipaa_checksGenerates a list containing a single compliance check object that assesses the presence of Protected Health Information (PHI) access controls within the provided deployment configuration. It accepts a configuration object and a string representing the deployment framework as inputs. The function ret
AI Prompt
Create a command-line tool called AumAI SovereignStack for securely and sovereignly deploying AI models. Since this is a CLI tool, I'd like the core functionality to be manageable, and I need to ensure it's testable using pytest. Please structure the project using Python and include necessary documentation sections like getting started guides and API references. Also, make sure the project structure supports contribution guidelines.
python cli ai deployment pytest tooling sovereign command-line
Generated by gemma4:latest
Catalog Information
The AUMAI SovereignStack is a tool for deploying AI models in a secure and sovereign manner.
Description
AUMAI SovereignStack is an open-source toolkit designed to facilitate the deployment of artificial intelligence (AI) models in a secure and autonomous way. It provides a set of tools and libraries to streamline the process of building, testing, and deploying AI applications. The toolkit aims to empower developers to create and manage their own AI infrastructure without relying on external services.
الوصف
يعد SovereignStack أداة لتنفيذ النماذج الذكية في طريقة آمنة ومستقلة. يهدف إلى توفير مجموعة من الأدوات وال бібліوتقيات ل.streamlining عملية بناء واختبار وتثبيت التطبيقات الذكية. يهدف إلى تمكين المطورين من إنشاء وإدارة infrastrcture AI الخاصة بهم دون الاعتماد على الخدمات الخارجية.
Novelty
7/10Tags
ai-deployment secure-deployment sovereign-infrastructure artificial-intelligence machine-learning
Technologies
click pydantic
Claude Models
claude-opus-4.6
Quality Score
B
84.5/100
Structure
93
Code Quality
80
Documentation
85
Testing
85
Practices
69
Security
100
Dependencies
80
Strengths
- CI/CD pipeline configured (github_actions)
- Good test coverage (60% test-to-source ratio)
- Code linting configured (ruff (possible))
- Consistent naming conventions (snake_case)
- Good security practices \u2014 no major issues detected
- Properly licensed project
Security & Health
4.1h
Tech Debt (D)
High
DORA Rating
A
OWASP (100%)
All rows above produced by Repobility · https://repobility.com
PASS
Quality Gate
A
Risk (6)
Apache-2.0
License
6.5%
Duplication
Languages
Frameworks
pytest
Symbols
variable23
method14
class7
constant5
function5
Concepts (5)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| All rows scored by the Repobility analyzer (https://repobility.com) | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_description | Project Description | > Sovereign AI deployment toolkit | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| arch_layer | testing | Detected testing layer | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Testing | testing | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| design_pattern | Factory | Found factory/create_ naming patterns | 60% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Testing | Detected from 3 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Generated by Repobility's multi-pass static-analysis pipeline (https://repobility.com)
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