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:

1. Code Push: Developer pushes code to the GitHub repository.
2. GitHub Webhook: GitHub triggers a webhook event to the auto code review system.
3. GitHub Service: Receives the webhook event, extracts relevant data (repository, commit, changes), and fetches code from GitHub.
4. Code Processing Service: Parses the code changes and prepares them for Gemini analysis.
5. Gemini Service: Sends the code to Gemini for analysis.
6. Code Processing Service: Receives Gemini's analysis results.
7. Reporting Service: Generates a code review report (e.g., in Markdown, JSON).
8. GitHub Service: Posts the review report as comments on the relevant GitHub pull request or commit.