apromisedland/trustworthy-agent-simulation
Auditable LLM multi-agent town simulation with AgentScope, Mesa, replay, policy experiments, and Streamlit
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+10
STARS · LAST 30 DAYS
1
PER DAY
#2,098
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +1 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
trustworthy-agent-simulation gained 10 stars in the last 30 days, about 1 a day, and now has 101. It is about 1 year old and has averaged roughly 101 stars a year. It ranks #2,098 among Python repositories and #15,786 across all languages on GitHubRepo.
Trending Record
8
DAYS ON TRENDING
#12207
BEST RANK
Oct 6, 2026
FIRST APPEARANCE
Active
STATUS TODAY
trustworthy-agent-simulation has maintained a continuous presence across global trending indexes, peaking at #12207. Below is the 30-day activity profile:
💡 Overview
trustworthy-agent-simulation is an open-source project written in Python: Auditable LLM multi-agent town simulation with AgentScope, Mesa, replay, policy experiments, and Streamlit.
Engineered for speed, consistency, and developer ease, it solves common hurdles in Python. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install trustworthy-agent-simulation⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
trustworthy-agent-simulation coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Production System Integration
Embed trustworthy-agent-simulation into Python backend services to handle core application logic.
CI/CD Automated Pipelines
Run automated validation, builds, and integration suites during deployments.
Developer Tooling & Workflows
Accelerate developer onboarding with pre-configured project utilities.
Open Source Extension
Fork and customize internal modules under the repository's open Apache-2.0 license.
🚀 Getting Started
Install trustworthy-agent-simulation using your package manager: `pip install trustworthy-agent-simulation`
Initialize your project workspace or configuration file for trustworthy-agent-simulation.
Import trustworthy-agent-simulation into your codebase or invoke it directly from your terminal.
Execute your test suite or run `trustworthy-agent-simulation --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
apromisedland/trustworthy-agent-simulation is currently ranked #15,786 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #15,724 | KZCFG/AILSA-SubSwitch | Swift | ★ 102 | Compare ↗ |
| #15,724 | heymi/aldus-palace | TypeScript | ★ 102 | Compare ↗ |
| #15,724 | heranliu/AlphaResearchOS | Python | ★ 102 | Compare ↗ |
| #15,724 | gongdear/cline-pilot | Python | ★ 102 | Compare ↗ |
| #15,724 | Tobi1chi/OpenRayneo | Swift | ★ 102 | Compare ↗ |
| #15,786 | apromisedland/trustworthy-agent-simulation This Project | Python | ★ 101 | |
| #15,786 | basecamp/cached_externals | Ruby | ★ 101 | Compare ↗ |
| #15,786 | jlong/radius | Ruby | ★ 101 | Compare ↗ |
| #15,786 | romanbsd/fast-stemmer | Ruby | ★ 101 | Compare ↗ |
| #15,786 | yob/em-ftpd | Ruby | ★ 101 | Compare ↗ |
| #15,786 | tristanjuricek/knockoff | Scala | ★ 101 | Compare ↗ |
Frequently Asked Questions
What does trustworthy-agent-simulation do? +
Auditable LLM multi-agent town simulation with AgentScope, Mesa, replay, policy experiments, and Streamlit
What language is trustworthy-agent-simulation written in? +
The primary language is Python. Topics include: software.
Is trustworthy-agent-simulation actively maintained? +
Yes, the last recorded push was on Sep 29, 2026 with 0 open issues being tracked.
How many stars does trustworthy-agent-simulation have? +
trustworthy-agent-simulation has 101 stars and 0 forks on GitHub.
How does trustworthy-agent-simulation rank among GitHub repositories? +
With 101 stars, apromisedland/trustworthy-agent-simulation is ranked #15,786 globally across all repositories tracked on GitHubRepo and #2,098 among Python projects.
What license is trustworthy-agent-simulation distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
