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awslabs/cli-agent-orchestrator

Multi-agent orchestration for AI coding CLIs — Claude Code, Kiro, Codex, and more, coordinated in isolated tmux sessions

Python ◇ agent-orchestration Apache-2.0
★1.4KSTARS
⑂287FORKS
!153ISSUES
🏆#3,985GLOBAL RANK
🔥2DAYS TRENDING
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Momentum

+35

STARS · LAST 30 DAYS

1

PER DAY

#546

MOST-STARRED Python

Window7 days30 days90 days
Stars gained+7+35+90
Per day111
Forks gained+1+6+14

cli-agent-orchestrator gained 35 stars in the last 30 days, about 1 a day, and now has 1.4K. It is about 1 year old and has averaged roughly 1.4K stars a year. It ranks #546 among Python repositories and #3,985 across all languages on GitHubRepo.

Trending Record

cli-agent-orchestrator has maintained a continuous presence across global trending indexes, peaking at #4794. Below is the 30-day activity profile:

💡 Overview

cli-agent-orchestrator is an open-source project written in Python: Multi-agent orchestration for AI coding CLIs — Claude Code, Kiro, Codex, and more, coordinated in isolated tmux sessions.

Engineered for speed, consistency, and developer ease, it solves common hurdles in agent-orchestration, ai-agents, ai-coding-assistant. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.

⚡ Key Features

1

Optimized execution pipeline written in Python for predictable speed.

2

Zero-friction configuration with comprehensive sensible defaults out of the box.

3

Cross-platform runtime support across Linux, macOS, and Windows environments.

4

Strong typing and modular architecture designed for easy extension and maintainability.

5

Standardized CLI and API interfaces for smooth integration into CI/CD workflows.

6

Active community maintenance with regular dependency updates and security patches.

📥 Installation

terminal
$ pip install cli-agent-orchestrator

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

Python >= 3.9, pip, virtualenv

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

cli-agent-orchestrator 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

Autonomous AI Agents

Orchestrate intelligent workflows and tool-calling routines with cli-agent-orchestrator.

Model Inference & Prompting

Integrate fast, local or cloud-hosted generative AI models directly into production code.

Context Memory & RAG

Augment language models with dynamic vector retrieval and structured project memory.

Developer Productivity

Automate repetitive engineering tasks, code generation, and test creation using AI agents.

🚀 Getting Started

1

Install cli-agent-orchestrator using your package manager: `pip install cli-agent-orchestrator`

2

Initialize your project workspace or configuration file for cli-agent-orchestrator.

3

Import cli-agent-orchestrator into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `cli-agent-orchestrator --help` to verify successful setup.

👍 Strengths

Active community backing with 1,384 GitHub stars and verified adoption.
Permissive open-source distribution under the Apache-2.0 license.
Built in Python for high execution speed and developer familiarity.
Cross-platform compatibility across modern Linux, macOS, and Windows environments.
Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with Python and modern CLI workflows.
Ecosystem extensions may require manual configuration depending on environment constraints.
Active development roadmap means breaking API changes may occur across major versions.

⇄ Alternatives & Direct Competitors

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👥 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

awslabs/cli-agent-orchestrator is currently ranked #3,985 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

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#3,985 awslabs/cli-agent-orchestrator This Project Python ★ 1.4K
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Frequently Asked Questions

What does cli-agent-orchestrator do? +

Multi-agent orchestration for AI coding CLIs — Claude Code, Kiro, Codex, and more, coordinated in isolated tmux sessions

What language is cli-agent-orchestrator written in? +

The primary language is Python. Topics include: agent-orchestration, ai-agents, ai-coding-assistant, antigravity, claude-code.

Is cli-agent-orchestrator actively maintained? +

Yes, the last recorded push was on Oct 5, 2026 with 153 open issues being tracked.

How many stars does cli-agent-orchestrator have? +

cli-agent-orchestrator has 1,384 stars and 287 forks on GitHub.

How does cli-agent-orchestrator rank among GitHub repositories? +

With 1,384 stars, awslabs/cli-agent-orchestrator is ranked #3,985 globally across all repositories tracked on GitHubRepo and #546 among Python projects.

What license is cli-agent-orchestrator distributed under? +

The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.

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