Concept:
Automate code reviews using Gemini's code analysis capabilities, triggered by GitHub events.
Core Components:
- GitHub Integration:
- Webhooks: Configure GitHub webhooks to trigger events when code is pushed to specific repositories.
- GitHub API: Use the GitHub API to retrieve code changes from the pushed commits.
- Gemini API:
- Gemini Client: A client library to interact with the Gemini API for code analysis.
- Code Processing & Review Engine:
- Code Parsing: Parse the code changes retrieved from GitHub into a format suitable for Gemini analysis.
- Gemini Analysis: Send the parsed code to Gemini for analysis (e.g., static analysis, security checks, code style).
- Review Report Generation: Process the results of Gemini's analysis and generate a human-readable code review report.
- GitHub Reporting:
- GitHub Comments/Pull Request Feedback: Post the generated code review report as comments on the GitHub pull request or commit.
Workflow:
- Code Push: Developer pushes code to the GitHub repository.
- GitHub Webhook: GitHub triggers a webhook event to the auto code review system.
- GitHub Service: Receives the webhook event, extracts relevant data (repository, commit, changes), and fetches code from GitHub.
- Code Processing Service: Parses the code changes and prepares them for Gemini analysis.
- Gemini Service: Sends the code to Gemini for analysis.
- Code Processing Service: Receives Gemini's analysis results.
- Reporting Service: Generates a code review report (e.g., in Markdown, JSON).
- GitHub Service: Posts the review report as comments on the relevant GitHub pull request or commit.