agentscope-java

Name: agentscope-java
Availability: InStock
Author: AgentScope-AI

Build AgentScope Java agents with reactive Mono/Flux workflows.

5.0k|1.1k|Updated Sep 23, 2025

Search Tags:#java #best-practices #reactive #reactor #agentscope #mono-flux

Ready to run

npx skills add https://github.com/agentscope-ai/agentscope-java --skill agentscope-java

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Please help me install this Agent Skill.
Skill: agentscope-java
Source: https://github.com/agentscope-ai/agentscope-java/tree/main
Command: npx skills add https://github.com/agentscope-ai/agentscope-java --skill agentscope-java

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill enables Java developers to build, deploy, and operate production-grade AgentScope Java agents within a reactive, non-blocking data flow, reducing boilerplate and eliminating blocking calls in agent logic.

Core Features & Use Cases

Reactive agent orchestration: ReAct reasoning, tool calls, memory, and multi-agent collaboration built on Project Reactor.
Builder-based configuration: Fluent builders for agents, models, messages, tools, and pipelines to enable scalable, maintainable code.
Real-world scenarios: Rapidly create agents that integrate LLMs, orchestrate tools, manage memory, and coordinate multiple agents in Java 17+ environments.

Quick Start

Create a ReActAgent with a model, memory, and toolkit, then send a user message through agent.call(...). Do not use blocking operations in agent logic.

Frequently Asked Questions about agentscope-java

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I build a reactive Java agent without blocking calls?▼

Build a reactive Java agent using AgentScope with Project Reactor. It enforces non-blocking practices by handling ReAct reasoning, tool orchestration, and memory management through Mono and Flux workflows.

What is the best way to orchestrate tools in a Java 17 reactive application?▼

The best way to orchestrate tools in a Java 17 reactive application is using builder-based configuration. AgentScope provides fluent builders for agents and pipelines to enable scalable, non-blocking tool calls within your agent logic.

Can I use Project Reactor for multi-agent coordination in Java?▼

Yes, you can use Project Reactor for multi-agent coordination in Java. AgentScope enables multi-agent collaboration built on Project Reactor, allowing multiple agents to coordinate within a reactive, non-blocking data flow.

How do I set up a ReActAgent with memory and a toolkit in Java?▼

To set up a ReActAgent in Java, use the AgentScope fluent builders to configure the model, memory, and toolkit. Then send a user message through the agent.call(...) method while ensuring no blocking operations are used.

Why does my Java agent pipeline throw blocking operation errors?▼

Your Java agent pipeline throws errors because it likely contains blocking operations. AgentScope enforces non-blocking practices within its reactive Mono/Flux workflow, requiring you to eliminate any blocking calls in agent logic.