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Documentation (Studio)

GitHub Actions Integration: Automated PR Security & Code Quality Audits

Configure Studio's GitHub Action to automatically audit every pull request for OWASP vulnerabilities, Big-O complexity regressions, SQL injection patterns, and hardcoded API keys.

Configure Studio's GitHub Action to automatically audit every pull request for OWASP vulnerabilities, Big-O complexity regressions, SQL injection patterns, and hardcoded API keys.

Adding the Studio Action to Your Workflow

Install the PromptImageLab GitHub App from the GitHub Marketplace. Generate an API key in Studio → Connections → GitHub. Add the API key as a repository secret named PROMPT_LAB_KEY.

Understanding Audit Output

Studio posts inline PR review comments at the exact diff lines where issues are detected. Each comment includes: severity (CRITICAL/HIGH/MEDIUM/LOW), CWE reference number, a plain-English explanation of the vulnerability, and a suggested safe refactoring. Critical findings block the PR from merging.

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