mshijie

## Development Guidelines

### Workflow
* Always use plan mode before coding, unless the task is trivially simple
* For complex tasks, create an agent team to parallel development as appropriate
* Use `uv` to manage project dependencies and run commands
* Use `glab mr create` for Merge Requests; create feature branch, push, then create MR

### Code Quality
* Write type-safe Python with type annotations; fix type errors with proper code changes, not `# ty: ignore`