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README.md

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[![Python](https://img.shields.io/badge/Python-3.10%2B-3776AB?style=flat&logo=python&logoColor=white)](https://python.org)
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[![License: MIT](https://img.shields.io/badge/License-MIT-green.svg)](LICENSE)
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[![Last Commit](https://img.shields.io/github/last-commit/simaba/agent-system-simulator)](https://github.com/simaba/agent-system-simulator/commits/main)
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[![Last Commit](https://img.shields.io/github/last-commit/simaba/agent-simulator)](https://github.com/simaba/agent-simulator/commits/main)
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A small, runnable simulator for controlled multi-agent workflows — demonstrating governance, orchestration, and evaluation through working code rather than documentation alone.
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## Quick start
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```bash
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git clone https://github.com/simaba/agent-system-simulator.git
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cd agent-system-simulator
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git clone https://github.com/simaba/agent-simulator.git
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cd agent-simulator
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pip install -r requirements.txt
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python run_demo.py --scenario normal_success
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```
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## Companion repositories
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- **[Multi-Agent Governance Framework](https://github.com/simaba/multi-agent-governance-framework)** — the conceptual blueprint this simulator implements
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- **[AI Agent Evaluation Framework](https://github.com/simaba/ai-agent-evaluation-framework)** — evaluation dimensions mapped to this simulator's outputs
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- **[Multi-Agent Governance Framework](https://github.com/simaba/multi-agent-governance)** — the conceptual blueprint this simulator implements
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- **[AI Agent Evaluation Framework](https://github.com/simaba/agent-eval)** — evaluation dimensions mapped to this simulator's outputs
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| Repository | Purpose |
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|-----------|---------|
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| [Enterprise AI Governance Playbook](https://github.com/simaba/enterprise-ai-governance-playbook) | End-to-end AI operating model from intake to improvement |
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| [AI Release Governance Framework](https://github.com/simaba/ai-release-governance-framework) | Risk-based release gates for AI systems |
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| [AI Release Readiness Checklist](https://github.com/simaba/ai-release-readiness-checklist) | Risk-tiered pre-release checklists with CLI tool |
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| [AI Accountability Design Patterns](https://github.com/simaba/ai-accountability-design-patterns) | Patterns for human oversight and escalation |
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| [Multi-Agent Governance Framework](https://github.com/simaba/multi-agent-governance-framework) | Roles, authority, and escalation for agent systems |
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| [Multi-Agent Orchestration Patterns](https://github.com/simaba/multi-agent-orchestration-patterns) | Sequential, parallel, and feedback-loop patterns |
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| [AI Agent Evaluation Framework](https://github.com/simaba/ai-agent-evaluation-framework) | System-level evaluation across 5 dimensions |
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| [Agent System Simulator](https://github.com/simaba/agent-system-simulator) | Runnable multi-agent simulator with governance controls |
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| [LLM-powered Lean Six Sigma](https://github.com/simaba/LLM-powered-Lean-Six-Sigma) | AI copilot for structured process improvement |
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| [Enterprise AI Governance Playbook](https://github.com/simaba/governance-playbook) | End-to-end AI operating model from intake to improvement |
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| [AI Release Governance Framework](https://github.com/simaba/release-governance) | Risk-based release gates for AI systems |
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| [AI Release Readiness Checklist](https://github.com/simaba/release-checklist) | Risk-tiered pre-release checklists with CLI tool |
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| [AI Accountability Design Patterns](https://github.com/simaba/accountability-patterns) | Patterns for human oversight and escalation |
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| [Multi-Agent Governance Framework](https://github.com/simaba/multi-agent-governance) | Roles, authority, and escalation for agent systems |
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| [Multi-Agent Orchestration Patterns](https://github.com/simaba/agent-orchestration) | Sequential, parallel, and feedback-loop patterns |
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| [AI Agent Evaluation Framework](https://github.com/simaba/agent-eval) | System-level evaluation across 5 dimensions |
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| [Agent System Simulator](https://github.com/simaba/agent-simulator) | Runnable multi-agent simulator with governance controls |
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| [LLM-powered Lean Six Sigma](https://github.com/simaba/lean-ai-ops) | AI copilot for structured process improvement |
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