Communitygithub.com

使用 JetBrains Koog 建立企業級 JVM AI Agent

使用 JetBrains Koog 定義型別安全、容錯的 AI Agent,可運行於 JVM、Kotlin、後端、行動裝置或瀏覽器環境中。

使用 JetBrains Koog 建立企業級 JVM AI Agent 是什麼?

JetBrains Koog 是一個基於 Kotlin 的框架,專為建構和運行 AI Agent 而設計,完全使用慣用的 Kotlin 與 Java API。它讓開發者能夠建立可與工具互動、處理複雜工作流程,並在長時間對話中保持上下文的 Agent。該框架支援 JVM、Kotlin、後端、行動應用及瀏覽器等多元環境。其核心特色包括型別安全、內建容錯機制、以及智慧歷史壓縮技術,可有效最佳化 Token 使用量,同時維持對話脈絡。Koog 的主要目標是降低開發企業級 AI Agent 的門檻,讓開發者能專注於業務邏輯而非底層基礎設施。該專案開源於 GitHub,並提供詳細的文件供參考。

相容平台~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/agentskillexchange/skills/tree/main/skills/build-enterprise-ready-jvm-agents-with-jetbrains-koog

在你喜歡的 AI 中提問

開啟一個已預先載入此 Agent Skill 的新對話。

說明文件

使用 JetBrains Koog 建立企業級 JVM AI Agent 是做什麼的?

使用 JetBrains Koog 定義型別安全、容錯的 AI Agent,可運行於 JVM、Kotlin、後端、行動裝置或瀏覽器環境中。

先決條件

JetBrains Koog、Kotlin 或 Java 運行環境、模型提供者憑證

安裝

基本使用或入門說明:

  • Koog 是一個基於 Kotlin 的框架,專為完全使用慣用的 Kotlin 與 Java API 建構和運行 AI Agent 而設計。它讓您可以建立能與工具互動、處理複雜工作流程,並與我們通訊的 Agent。

  • 智慧歷史壓縮:透過先進的內建歷史壓縮技術,最佳化 Token 使用量,同時在長時間對話中維持上下文。

  • 為了幫助您快速開始使用 AI Agent,以下是一個簡短範例:

  • 原始碼:https://github.com/JetBrains/koog

  • 從上游文件提取:https://raw.githubusercontent.com/JetBrains/koog/HEAD/README.md

文件

來源

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

相關技能