gemini-code-assist[bot] commented on PR #37467: URL: https://github.com/apache/beam/pull/37467#issuecomment-3829880196
## Summary of Changes Hello @liferoad, I'm Gemini Code Assist[^1]! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed! This pull request introduces a foundational framework for agent skills within the Apache Beam repository. It establishes a dedicated structure for defining knowledge modules in markdown, which are intended to be consumed by an automated agent. The initial set of skills comprehensively covers key development areas, from fundamental concepts and build processes to specific SDK development and runner configurations. This initiative aims to centralize and standardize operational knowledge, making it more accessible and actionable for automated assistance and improving overall developer efficiency. ### Highlights * **Introduction of Agent Skills Framework**: A new directory, '.agent/skills', has been added to house markdown-based skill definitions for an automated agent. This framework is designed to provide structured knowledge for the agent to perform specialized tasks within the Apache Beam codebase. * **Comprehensive Initial Skill Set**: Eight detailed skill documents have been introduced, covering critical aspects of Apache Beam development: core concepts, CI/CD processes, contribution guidelines, Gradle build system, I/O connectors, Java SDK development, Python SDK development, and various pipeline runners. * **Standardized Skill Structure**: Each skill is defined in a 'SKILL.md' file within its own folder, featuring YAML frontmatter for metadata (name, description) and detailed markdown content for instructions. A 'README.md' in the root skills directory explains the discovery, activation, and execution process for these skills. * **Enhanced Developer Experience**: The new skills provide in-depth guides, code examples, and troubleshooting tips for common development scenarios across different Beam components and languages, aiming to streamline development and onboarding for contributors. 🧠**New Feature in Public Preview:** You can now enable **Memory** to help **Gemini Code Assist** learn from your team's feedback. This makes future code reviews more consistent and personalized to your project's style. **Click [here](https://codeassist.google/code-review/login) to enable Memory in your admin console.** <details> <summary><b>Using Gemini Code Assist</b></summary> <br> The full guide for Gemini Code Assist can be found on our [documentation page](https://developers.google.com/gemini-code-assist/docs/review-github-code), here are some quick tips. <b>Invoking Gemini</b> You can request assistance from Gemini at any point by creating a comment using either `/gemini <command>` or `@gemini-code-assist <command>`. Below is a summary of the supported commands on the current page. Feature | Command | Description --- | --- | --- Code Review | `/gemini review` | Performs a code review for the current pull request in its current state. Pull Request Summary | `/gemini summary` | Provides a summary of the current pull request in its current state. Comment | @gemini-code-assist | Responds in comments when explicitly tagged, both in pull request comments and review comments. Help | `/gemini help` | Displays a list of available commands. <b>Customization</b> To customize Gemini Code Assist for GitHub experience, repository maintainers can create a configuration file and/or provide a custom code review style guide (such as PEP-8 for Python) by creating and adding files to a `.gemini/` folder in the base of the repository. Detailed instructions can be found [here](https://developers.google.com/gemini-code-assist/docs/customize-gemini-behavior-github). <b>Limitations & Feedback</b> Gemini Code Assist may make mistakes. Please leave feedback on any instances where its feedback is incorrect or counter productive. You can react with :thumbsup: and :thumbsdown: on @gemini-code-assist comments. If you're interested in giving your feedback about your experience with Gemini Code Assist for Github and other Google products, sign up [here](https://google.qualtrics.com/jfe/form/SV_2cyuGuTWsEw84yG). <b>You can also get AI-powered code generation, chat, as well as code reviews directly in the IDE at no cost with the [Gemini Code Assist IDE Extension](https://cloud.google.com/products/gemini/code-assist).</b> </details> [^1]: Review the [Privacy Notices](https://policies.google.com/privacy), [Generative AI Prohibited Use Policy](https://policies.google.com/terms/generative-ai/use-policy), [Terms of Service](https://policies.google.com/terms), and learn how to configure Gemini Code Assist in GitHub [here](https://developers.google.com/gemini-code-assist/docs/customize-gemini-behavior-github). Gemini can make mistakes, so double check it and [use code with caution](https://support.google.com/legal/answer/13505487). -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: [email protected] For queries about this service, please contact Infrastructure at: [email protected]
