Miniverse
C+ 71 completed
Ai Ml
cli / python · small
120
Files
20,268
LOC
1
Frameworks
7
Languages
Pipeline State
completedRun ID
#361138Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
SkippedDecision
skip_scaffold_dupNovelty
51.67Framework 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 (2)
Project DescriptionTesting
Repobility · severity-and-effort ranking · https://repobility.com
🧪 Code Distillation
Browse all specs →AI Prompt
Create a command-line interface (CLI) tool in Python for computational social science simulations, similar to Miniverse. I need it to support building generative agent simulations that exhibit emergent behavior and deterministic physics. The tool should allow users to define scenarios using YAML or JSON files, run simulations using provided demo scripts or direct Python execution, and optionally integrate LLM cognition by setting environment variables for providers like OpenAI. Please ensure the structure supports running baseline, comparison, and specific scenario demos.
python cli simulation agent-based computational-social-science pytest yaml json llm
Generated by gemma4:latest
Catalog Information
The miniverse project enables users to build generative agent simulations with deterministic physics and emergent behavior.
Description
Miniverse is a tool for creating simulations of complex systems using generative agents. It combines deterministic physics with emergent behavior, allowing users to model and analyze dynamic systems. With Miniverse, developers can create realistic simulations that mimic real-world phenomena, making it an ideal choice for researchers and scientists.
الوصف
يسمح مشروع miniverse للمستخدمين ببناء محاكاة للأنظمة المعقدة باستخدام एजنسيات توليدية. يجمع بين الفيزياء الدقيقة والتفاعل المبدئي، مما يتيح للمستخدمين modeling و تحليل الأنظمة الديناميكية. مع Miniverse، يمكن للمطورين إنشاء محاكاة واقعية تقليدية للظواهر الحقيقية، مما يجعلها خيارًا مثاليًا للمتقدمين في البحث والعلوم.
Novelty
9/10Tags
generative-agents deterministic-physics emergent-behavior complex-systems-simulation agent-based-modeling
Technologies
anthropic openai pydantic rich typer
Claude Models
claude (unknown version) claude-opus-4.5
Quality Score
C+
71.3/100
Structure
74
Code Quality
63
Documentation
89
Testing
60
Practices
62
Security
92
Dependencies
60
Strengths
- Good test coverage (42% test-to-source ratio)
- Code linting configured (ruff (possible))
- Consistent naming conventions (snake_case)
- Good security practices \u2014 no major issues detected
Weaknesses
- No LICENSE file \u2014 legal ambiguity for contributors
- No CI/CD configuration \u2014 manual testing and deployment
- 1562 duplicate lines detected \u2014 consider DRY refactoring
- 6 'god files' with >500 LOC need decomposition
Recommendations
- Set up CI/CD (GitHub Actions recommended) to automate testing and deployment
- Add a LICENSE file (MIT recommended for open source)
Security & Health
8.3h
Tech Debt (A)
A
OWASP (100%)
PASS
Quality Gate
Methodology: Repobility · https://repobility.com/research/state-of-ai-code-2026/
A
Risk (1)
MIT
License
9.9%
Duplication
Languages
Frameworks
pytest
Concepts (2)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Repobility — the code-quality scanner for AI-generated software · https://repobility.com | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_description | Project Description | Miniverse is a CLI-first platform for computational social science and organizational simulation. | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Testing | testing | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
LLM Insights
The miniverse project allows users to build simulations featuring generative agents, deterministic physics, and emergent behavior.structured_summary
infopurpose: The miniverse project allows users to build simulations featuring generative agents, deterministic physics, and emergent
primary_domain: other
reference_quality75
reuse_potential: medium
Repobility analyzer · published findings · https://repobility.com
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