agentscope-java
byagentscope-ai· 190 skills
Expert Java developer skill for AgentScope Java framework - a reactive, message-driven multi-agent system built on Project Reactor. Use when working with reactive programming, LLM integration, agent orchestration, multi-agent systems, or when the user mentions AgentScope, ReActAgent, Mono/Flux, Project Reactor, or Java agent development. Specializes in non-blocking code, tool integration, hooks, pipelines, and production-ready agent applications.
How to install agentscope-java?
agentscope-ai/agentscope-java
$npx -y skills add agentscope-ai/agentscope-java --skill agentscope-javaInstalls into the current project.
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Run `npx skills use "https://github.com/agentscope-ai/agentscope-java" --skill "agentscope-ai/agentscope-java"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.
Use the skills in "https://github.com/agentscope-ai/agentscope-java" that are relevant to the current task. Run `npx skills add "https://github.com/agentscope-ai/agentscope-java"` and select the relevant skills, then follow their instructions.
SKILL.md
| 1 | <p align="center"> |
| 2 | <img |
| 3 | src="https://img.alicdn.com/imgextra/i1/O1CN01nTg6w21NqT5qFKH1u_!!6000000001621-55-tps-550-550.svg" |
| 4 | alt="AgentScope Logo" |
| 5 | width="200" |
| 6 | /> |
| 7 | </p> |
| 8 | |
| 9 | <span align="center"> |
| 10 | |
| 11 | [**中文主页**](https://github.com/agentscope-ai/agentscope-java/blob/main/README_zh.md) | [**Documentation**](https://java.agentscope.io/) |
| 12 | |
| 13 | </span> |
| 14 | |
| 15 | <p align="center"> |
| 16 | <a href="https://discord.gg/eYMpfnkG8h"> |
| 17 | <img |
| 18 | src="https://img.shields.io/badge/Discord-Join%20Us-5865F2?logo=discord&logoColor=white" |
| 19 | alt="discord" |
| 20 | /> |
| 21 | </a> |
| 22 | <a href="https://java.agentscope.io/"> |
| 23 | <img |
| 24 | src="https://img.shields.io/badge/Docs-English%7C%E4%B8%AD%E6%96%87-blue?logo=markdown" |
| 25 | alt="docs" |
| 26 | /> |
| 27 | </a> |
| 28 | <a href="https://img.shields.io/maven-central/v/io.agentscope/agentscope"> |
| 29 | <img |
| 30 | src="https://img.shields.io/maven-central/v/io.agentscope/agentscope?color=green" |
| 31 | alt="Maven Central" |
| 32 | /> |
| 33 | </a> |
| 34 | <a href="#"> |
| 35 | <img |
| 36 | src="https://img.shields.io/badge/JDK-17%2B-orange?logo=openjdk" |
| 37 | alt="JDK 17+" |
| 38 | /> |
| 39 | </a> |
| 40 | <a href="./LICENSE"> |
| 41 | <img |
| 42 | src="https://img.shields.io/badge/license-Apache--2.0-black" |
| 43 | alt="license" |
| 44 | /> |
| 45 | </a> |
| 46 | <a href="https://deepwiki.com/agentscope-ai/agentscope-java"> |
| 47 | <img |
| 48 | src="https://deepwiki.com/badge.svg" |
| 49 | alt="Ask DeepWiki" |
| 50 | /> |
| 51 | </a> |
| 52 | </p> |
| 53 | |
| 54 | ## What is AgentScope Java 2.0? |
| 55 | |
| 56 | AgentScope Java 2.0 is a production-ready framework for building distributed, enterprise-grade agents, providing essential abstractions that work with rising model capability and built-in support for long-running, safely-controlled agent execution. |
| 57 | |
| 58 | - [**Event System** →](https://java.agentscope.io/v2/en/docs/building-blocks/message-and-event.html) A unified event stream with 28 typed events for real-time frontend rendering and human-in-the-loop. |
| 59 | - [**Permission System** →](https://java.agentscope.io/v2/en/docs/building-blocks/permission-system.html) Tool-call gating: allow / require user approval / deny. |
| 60 | - [**Middleware** →](https://java.agentscope.io/v2/en/docs/building-blocks/middleware.html) AOP-style hook interception for flexibly extending the reasoning-acting loop. |
| 61 | - [**Workspace & Sandbox** →](https://java.agentscope.io/v2/en/docs/harness/workspace.html) Run tools in isolated environments — local, Docker, Kubernetes, or AgentRun cloud sandbox. |
| 62 | - [**Multi-Agent Orchestration** →](https://java.agentscope.io/v2/en/docs/harness/subagent.html) Multiple subagent definition patterns with `agent_spawn` / `agent_send` and real-time event forwarding. |
| 63 | - [**Distributed Deployment** →](https://java.agentscope.io/v2/en/docs/others/going-to-production.html) True distributed session and memory management (Redis / MySQL / PostgreSQL / OSS / COS) with cross-replica session recovery. |
| 64 | |
| 65 | <img src="./docs/imgs/landscape.png" alt="agentscope" width="100%"/> |
| 66 | |
| 67 | ## News |
| 68 | <!-- BEGIN NEWS --> |
| 69 | - **[2026-07] `v2.0.0 GA`:** First production-ready release! Dual-layer agent architecture, event stream, permission system, middleware, workspace sandbox, multi-agent orchestration, and distributed deployment all ready. [Docs](https://java.agentscope.io/) | [Release Notes](https://github.com/agentscope-ai/agentscope-java/releases/tag/v2.0.0) |
| 70 | - **[2026-07] `v2.0.0-RC5`:** Model provider modularization; unified DataBlock multimodal support; native structured output; Channel IM integration; Tencent Cloud COS state persistence. [Release Notes](https://github.com/agentscope-ai/agentscope-java/releases/tag/v2.0.0-RC5) |
| 71 | - **[2026-06] `v2.0.0-RC4`:** Async tool execution and scheduled wakeup dispatching; subagent cross-replica routing and session recovery. [Release Notes](https://github.com/agentscope-ai/agentscope-java/releases/tag/v2.0.0-RC4) |
| 72 | - **[2026-06] `v2.0.0-RC3`:** Unified `call()` / `streamEvents()` execution core; `AgentResultEvent`, `CustomEvent`, |
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