agentscope-java

Build AgentScope Java agents with reactive Mono/Flux workflows.

5.0k|1.1k|Updated Sep 23, 2025
One-click install
npx skills add https://github.com/agentscope-ai/agentscope-java --skill agentscope-java
Or copy as Structured Prompt for Agent
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.