En

adk-skill

A specialized knowledge base for AI coding agents, providing multi-language development expertise for Google ADK.

开发流程 开发智能体应用开发AI应用编排子代理协调多智能体 claude通用 ★ 17 Updated 2026-08-02

Install & Use

Copy this prompt and send it to your AI assistant (Claude / Cursor / TRAE / Codex / WorkBuddy etc.) to auto-install:

Help me install this AI Skill: adk-skill.
It is used for: A specialized knowledge base for AI coding agents, providing multi-language development expertise for Google ADK.
Full Skill content: https://321skill.com/skills/adk-skill/raw/index.md
Read that page and install it.

The prompt includes a link to the full Skill content. You can also view the full content.

This Skill addresses the steep learning curve and low development efficiency faced by developers when building agents based on the Google Agent Development Kit (ADK), due to the framework's complexity, multi-language support, and diverse patterns. In practical development, developers often need to consult scattered documentation to understand ADK's architecture, workflows, tool integration, and best practices, especially when dealing with multi-agent collaboration, state management, or cross-language (Python/Java/Go, etc.) development, which can easily lead to getting bogged down in details and hindering progress.

Usage is simple: you just need to install this skill in your AI coding agent (e.g., Claude Code), after which you can query specific ADK usage, design patterns, or code examples via natural language instructions. For example, you can directly ask "How to create a dynamic workflow node in ADK?" or "How to implement the A2A protocol in Java?" The skill will provide detailed guidance and code snippets based on ADK 2.0+, covering everything from basic concepts to advanced patterns.

It is particularly suitable for agent developers, full-stack engineers, and DevOps engineers who need to quickly get started or delve deeper into the Google ADK framework. This is especially true for teams building single-agent or multi-agent systems, requiring development across multiple languages like Python, Java, Go, Kotlin, TypeScript, or those aiming to design robust workflows following ADK best practices. For developers migrating from ADK 1.x to 2.0+, it serves as an indispensable migration guide.

It is recommended to consistently use this tool when starting new ADK projects or refactoring existing ADK code to ensure architectural consistency and code quality. Note that it primarily provides knowledge guidance and pattern references, not a directly runnable code generator; developers still need to integrate the ADK SDK and specific business logic for development. Also, the skill's content targets ADK 2.0+ versions; users of older versions should be mindful of API differences.

Key Features

Unlike generic AI programming assistants (e.g., those only answering basic syntax questions), it provides in-depth, structured knowledge specifically for the Google ADK framework, covering full-stack topics from workflows, tools, and memory services to multi-agent collaboration. Compared to the official ADK documentation, it organizes content in a more query-friendly, practice-focused manner and integrates implementation patterns for multiple languages (Java/Go/Kotlin/TS), serving as a practical supplement to the official docs.

Limitations

The content and examples of this skill primarily target ADK version 2.0 and above. Developers using ADK 1.x need to handle API migration issues themselves. Additionally, the skill itself does not include the ADK SDK runtime environment, which users must install separately.

FAQ

Can this skill directly generate runnable ADK code?

It cannot generate complete, runnable applications directly. It provides code snippets, design patterns, and best practice guidance; you need to integrate this with the ADK SDK and your business logic for development.

Which programming languages are supported?

The skill's knowledge covers Python, Java, Go, Kotlin, and TypeScript, providing ADK development patterns and examples for these languages.

Installation guide for AI assistants

If your AI coding assistant (Claude Code, Cursor, TRAE etc.) can see this page, send it this message to auto-install:

Visit https://321skill.com/skills/adk-skill/raw/index.md to read the original Skill definition (Markdown format) for adk-skill, and install it according to the instructions.