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JetBrains Koog로 엔터프라이즈급 JVM 에이전트 구축

JetBrains Koog를 사용하여 JVM, Kotlin, 백엔드, 모바일 또는 브라우저 환경에서 실행되는 타입 안전하고 내결함성이 있는 AI 에이전트를 정의합니다.

JetBrains Koog로 엔터프라이즈급 JVM 에이전트 구축란 무엇인가요?

이 스킬은 JetBrains Koog 프레임워크를 소개합니다. Koog는 Kotlin과 Java API를 기반으로 하여 개발자가 JVM 생태계 내에서 완전히 타입 안전하고 내결함성 있는 AI 에이전트를 구축할 수 있게 해줍니다. 이 스킬은 Kotlin 또는 Java 런타임, 모델 제공자 자격 증명을 전제 조건으로 하며, 에이전트가 도구와 상호작용하고, 복잡한 워크플로를 처리하며, 장기 실행 대화에서 지능적인 히스토리 압축을 통해 토큰 사용량을 최적화하는 방법을 설명합니다. Koog는 백엔드, 모바일, 브라우저 등 다양한 컨텍스트에서 사용할 수 있어 엔터프라이즈 애플리케이션에 이상적입니다. 문서와 소스 코드는 GitHub에서 제공되며, Agent Skill Exchange에서도 관련 정보를 찾을 수 있습니다.

지원 대상~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/agentskillexchange/skills/tree/main/skills/build-enterprise-ready-jvm-agents-with-jetbrains-koog
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이 에이전트 스킬이 미리 로드된 새 채팅을 엽니다.

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문서

JetBrains Koog로 엔터프라이즈급 JVM 에이전트 구축은(는) 무엇을 하나요?

JetBrains Koog를 사용하여 JVM, Kotlin, 백엔드, 모바일 또는 브라우저 환경에서 실행되는 타입 안전하고 내결함성 있는 AI 에이전트를 정의합니다.

전제 조건

JetBrains Koog, Kotlin 또는 Java 런타임, 모델 제공자 자격 증명

설치

기본 사용법 또는 시작하기 참고 사항:

  • Koog는 Kotlin 기반 프레임워크로, 관용적인 Kotlin 및 Java API를 사용하여 AI 에이전트를 완전히 구축하고 실행할 수 있게 해줍니다. 이를 통해 도구와 상호작용하고, 복잡한 워크플로를 처리하며, 사용자와 통신할 수 있는 에이전트를 생성할 수 있습니다.

  • 지능형 히스토리 압축: 고급 내장 히스토리 압축 기술을 사용하여 장기 실행 대화에서 컨텍스트를 유지하면서 토큰 사용량을 최적화합니다.

  • AI 에이전트를 빠르게 시작할 수 있는 간단한 예제는 다음과 같습니다:

  • 소스: https://github.com/JetBrains/koog

  • 공식 문서에서 발췌: https://raw.githubusercontent.com/JetBrains/koog/HEAD/README.md

문서

소스

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

Academic Paper Citation Network Mapper

Builds citation networks from Semantic Scholar API and CrossRef DOI metadata. Visualizes paper influence graphs using NetworkX, identifies seminal works, and tracks research lineage across fields.

ACF Custom Fields REST Exposer

Exposes Advanced Custom Fields data through the WordPress REST API using register_rest_field and acf_format_value. Handles repeater fields, flexible content layouts, and gallery fields with proper serialization.

ACF Extended for Advanced Custom Fields Workflows

An ASE skill built around ACF Extended, the WordPress enhancement suite for Advanced Custom Fields that adds field types, admin improvements, front-end forms, options pages, and developer tooling. It is a practical fit for agents working inside complex WordPress content models and custom field workflows.

ACF to Gutenberg Block Migrator

Converts Advanced Custom Fields field groups into native Gutenberg blocks using the ACF Block API v2 and @wordpress/scripts build pipeline. Maps ACF repeaters, groups, and flexible content to InnerBlocks and block attributes with server-side rendering via acf_register_block_type().

Activepieces Open Source Workflow Automation

Activepieces is an open-source, self-hostable workflow automation platform with 200+ integrations. It provides a visual builder for creating automated workflows and exposes all its connectors as MCP servers for AI agent use.

ActivityWatch Cross-Platform Automated Time Tracker and Producti

ActivityWatch is a privacy-first, open-source automated time tracker that records application usage, browser activity, and AFK status across Windows, macOS, and Linux. With 16k+ GitHub stars, it provides detailed productivity analytics without sending data to external servers.

act Local GitHub Actions Runner

act is an open-source CLI tool that runs GitHub Actions workflows locally using Docker, enabling fast feedback on workflow changes without pushing to GitHub. It is a standard tool for local Actions development and testing.

Add a browser review checkpoint before risky agent actions with

Use AgentClick when an agent should pause before risky commands, plans, drafts, or code changes so a human can inspect, edit, approve, or reject them in a purpose-built browser UI.

Add Claude design-system and accessibility workflows with UX/UI

Use UX/UI Agent Skills when Claude should generate tokens, component specs, accessibility audits, and framework-specific UI code from a repeatable design workflow.

Add executable smoke tests for shell scripts and CLIs before ref

Use Bats-core when an agent needs to turn fragile shell scripts or command-line workflows into something it can verify repeatedly after edits. The agent writes focused Bash tests for success paths, failure paths, and output contracts, then runs them locally or in CI before a refactor, release, or incident fix goes out.

Add graph-backed memory and context retrieval to agent workflows

Use Cognee to ingest project knowledge into graph and vector memory so agents can retrieve durable context across sessions and workflows.

Add IDE-style semantic code navigation and symbol-safe refactors

Give a coding agent symbol-aware lookup, cross-file rename, and structural edit tools before it starts making brittle text-only changes.

Add managed long-term memory to LangGraph agents with LangMem

Give LangGraph agents memory management and search tools so they can store, retrieve, and update durable facts across sessions.

Add multimodal lifelong memory to MCP and Python agents with Sim

Use SimpleMem to store, compress, index, and retrieve text or multimodal memories for agents through MCP or Python integrations.

Add persistent project memory and hook-driven synthesis with Cla

Keep Claude Code sessions grounded in prior decisions, project context, and daily handoff notes instead of starting from zero every time.

Add Postgres-native vector retrieval to agent and RAG workflows

Store embeddings beside application data in Postgres, create vector indexes, and query nearest neighbors for semantic search, RAG, recommendations, or agent memory retrieval.

Address GitHub PR review comments from the current branch with g

Find the open PR for the current branch, gather unresolved review comments, and drive a focused comment-resolution workflow with gh-authenticated context.

Add runtime guardrails to TypeScript agents with VoltAgent

Use VoltAgent to intercept, validate, and enforce input/output policies in TypeScript agent workflows.

Add temporal context memory to agent workflows with Zep

Use Zep as an external context layer for agents that need to store events, assemble temporal graph context, and retrieve relevant memory before model calls.

Adobe Firefly API Batch Image Generator

Calls Adobe Firefly

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