Aumai Agentsim
B+ 89 completed
Library
cli / python · tiny
22
Files
1,285
LOC
1
Frameworks
4
Languages
Pipeline State
completedRun ID
#303983Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
SkippedDecision
skip_scaffold_dupNovelty
35.28Framework unique
—Isolation
—Last stage change
2026-04-16 18:15:42Deduplication group #47941
Member of a group with 1 similar repo(s) — canonical #9446 view group →
Top concepts (5)
Project DescriptiontestingTestingFactoryTesting
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🧪 Code Distillation
Browse all specs →Sample distilled functions (click for full spec)
AgentSimulator.runExecutes a simulation iteratively, continuing until a predefined maximum step count is reached or no new messages are generated during a step. It accepts a simulation environment object as input and returns a comprehensive simulation result object containing the final environment state, the accumula
AgentSimulator.stepAdvances the simulation by one time step, processing incoming messages for every agent. It takes a simulation environment object as input and returns a list of newly generated messages. The function first routes actionable messages to a central broker, then allows each agent to process its received
AgentSimulator.create_environmentInitializes and returns a new simulation environment object. It accepts a list of agents and an optional maximum number of simulation steps. The function validates that at least one agent is provided, and upon success, it seeds the environment's message history with a broadcast message originating f
AI Prompt
Create a command-line tool in Python that simulates multi-agent interactions for testing purposes. I need the structure to support core functionality, and it should be set up with pytest for testing. Please ensure the project includes necessary documentation sections like 'Getting Started' and 'API Reference' within the docs folder, and provide examples in an examples directory. The project should be structured to be easily installable via pip.
python cli testing multi-agent simulation pytest
Generated by gemma4:latest
Catalog Information
This project simulates multi-agent interactions to facilitate testing and development.
Description
Aumai-agentsim is a tool designed to simulate complex interactions between multiple agents. It allows developers to test and refine their systems in a controlled environment, making it easier to identify and address potential issues. The simulator can be used for a variety of applications, including but not limited to, testing AI models, evaluating system performance, and optimizing resource allocation.
الوصف
هذا المشروع يsimulate التفاعلات بين العديد من الوكلاء لتمكين الاختبار والتنمية. يسمح المطورون باختبار وتحسين أنظمتهم في بيئة محكومة، مما يجعل من السهل تحديد وإصلاح أي مشاكل محتملة. يمكن استخدام المحاكي لأغراض متعددة، بما في ذلك ولكن لا يقتصر على اختبار النماذج الذكية، تقييم أداء النظام، وتحسين تخصيص الموارد.
Novelty
5/10Tags
multi-agent-simulation testing-tool system-performance-evaluation ai-model-testing resource-allocation-optimization
Technologies
click pydantic
Claude Models
claude-opus-4.6
Quality Score
B+
89.3/100
Structure
93
Code Quality
100
Documentation
85
Testing
85
Practices
68
Security
100
Dependencies
90
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)
Medium
DORA Rating
A
OWASP (100%)
Generated by Repobility's multi-pass static-analysis pipeline (https://repobility.com)
PASS
Quality Gate
A
Risk (8)
Apache-2.0
License
0.0%
Duplication
Languages
Frameworks
pytest
Symbols
variable26
method14
class8
function5
Concepts (5)
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| Repobility · severity-and-effort ranking · https://repobility.com | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_description | Project Description | > Simulate multi-agent interactions for testing | 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% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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All packages →2 of this repo's dependencies have been scanned for binary hardening. Grade reflects RELRO / stack canary / FORTIFY / PIE coverage.