code-submit

Automating lint checks and merge request creation is achieved through a 6-stage guardrailed workflow that chains validation, review, staging, and MR generation. This process automatically detects Android, iOS, or backend project types to run the correct tools.

Smart file staging prevents test files and debug artifacts from being committed by automatically excluding them during the staging phase. It also flags suspicious debug code and requires user confirmation before proceeding with the commit.

Non-destructive code review during automated code submission evaluates changes without altering the original codebase, generating a manual verification document. It includes user confirmation gates at each stage to ensure guardrailed, low-error submissions.

Automated code submission tools support both Android and iOS development through cross-platform auto-detection. The system identifies the specific project type and applies the appropriate lint validation and build tools without requiring manual configuration.

Automated commit generation skips certain files because smart staging actively excludes test files, debug artifacts, and local review documents from the final commit. This enforces best practices and reduces manual overhead for code delivery.

Guardrailed code submission workflows require user confirmation at every stage, which may interrupt fully automated pipelines. Additionally, the system's auto-detection is limited to Android, iOS, and backend project types, potentially requiring manual configuration for other environments.