AgenticStateMachines — Agent Tool by adamterlson

by adamterlson · Agent Tool · ★ 98

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About AgenticStateMachines

Agentic State Machines—Pattern Library Harnessing the timeless Finite State Machine (FSM) and Actor Model alongside Large Language Models (LLMs) provides a structured and reliable approach to developing agentic cognitive architectures. Patterns such as tool use, reflection, planning, supervision, and human-in-the-loop interaction can be implemented effectively using FSMs. Together, FSMs and LLMs enable the creation of applications that are understandable, scalable, observable, modular, and resilient. Examples of Agentic AI Patterns Using FSMs This repository aims to demonstrate common agentic patterns implemented with FSMs: Writer w/ Tool Use: Managing tools with clearly defined activation, execution, and error states. Reflection: Passing messages between two agents with feedback on how to refine and improve output. Collaboration: Defined sequence of steps between specialist agents to reach outcome. Human-in-the-Loop: Defining explicit manual interactions in workflows. Orchestration/Routing: Central orchestrator / traffic cop directs the next step in the flow. Chartering: Generating a novel process to accomplish the agent goal/mission and executi

Quick Facts

Stars98
Forks6
LanguageTypeScript
CategoryAgent Tool
Quality Score54.0775437462677/100
Last Updated2025-12-11
Created2024-11-22
Platformsnode
Est. Tokens~94k

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Frequently Asked Questions

What is AgenticStateMachines?

AgenticStateMachines is State Machine definitions for Agentic AI patterns including tool use, reflection, collaboration, human-in-the-loop, machine generation, and more.. It is categorized as a Agent Tool with 98 GitHub stars.

What programming language is AgenticStateMachines written in?

AgenticStateMachines is primarily written in TypeScript.

How do I install or use AgenticStateMachines?

You can find installation instructions and usage details in the AgenticStateMachines GitHub repository at github.com/adamterlson/AgenticStateMachines. The project has 98 stars and 6 forks, indicating an active community.

What are the best alternatives to AgenticStateMachines?

The top alternatives to AgenticStateMachines on Agent Skills Hub include tutor-skills, repren, lovcode. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

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