Community-maintained skills, plugins, agents, prompts, and examples for building better software with AI coding tools.
AI Coding Tools is an open-source initiative focused on practical, reusable resources for developers using GitHub Copilot, Grok, Claude Code, and other AI-assisted development platforms.
- Framework-specific application bootstrap skills
- Platform-specific plugins and instructions
- Reusable coding agents and prompts
- Runnable examples and starter projects
- Testing, modernization, security, and architecture guidance
- Documentation for using AI coding tools effectively
Java skills, instructions, prompts, and examples designed for GitHub Copilot.
Planned coverage includes:
- Spring Boot
- Helidon
- Jetty
- Jakarta EE
- Java testing
- Application modernization
Java application development skills packaged for Grok, beginning with framework bootstrap workflows.
Initial skills:
- Spring Boot Bootstrap
- Helidon Bootstrap
- Jetty Bootstrap
Java development skills, commands, agents, and examples designed for Claude Code.
Visit aicodingskills.dev for documentation, available skills, examples, compatibility information, and the project roadmap.
The organization uses separate repositories for each AI coding platform because every platform has its own:
- plugin and skill format
- metadata requirements
- directory structure
- marketplace process
- commands, agents, hooks, and extension model
- release and compatibility lifecycle
This allows each project to follow the conventions of its target platform without forcing a shared structure.
Planned areas include:
- Spring Boot application bootstrap
- Helidon SE and Helidon MP bootstrap
- Embedded Jetty applications
- Apache Tomcat applications
- Quarkus and Micronaut
- Java testing and Testcontainers
- Java application modernization
- Security and observability
- GitHub Copilot SDK for Java examples
- Cross-platform compatibility documentation
Contributions are welcome.
You can help by:
- improving an existing skill
- adding a framework-specific bootstrap skill
- creating runnable examples
- testing skills against supported AI coding tools
- reporting outdated APIs or generated code
- improving documentation
Open an issue before starting a large contribution so the scope and target platform can be discussed.
Projects in this organization should be:
- practical and runnable
- aligned with current platform conventions
- explicit about supported framework and Java versions
- secure by default
- tested where possible
- community-maintained
- clear about unofficial status
AI Coding Tools is a community-maintained open-source initiative.
It is not affiliated with or endorsed by GitHub, Microsoft, xAI, Anthropic, Oracle, Broadcom, Spring, the Eclipse Foundation, the Helidon project, or the Apache Software Foundation.
Java and other product names are trademarks of their respective owners.
Unless otherwise noted, repositories in this organization are released under the MIT License.