CheatReader is a Flutter-based desktop ebook reader designed for low-distraction reading. It provides a floating, always-on-top window that supports single-line and multi-line reading modes, transparency, a boss key for quick hide/restore, system tray integration, and app disguise (icon/name change). The application imports local files in multiple formats (txt, epub, html, md, fb2, docx, pdf) via text extraction, never modifying the source. It features a bookshelf with reading progress tracking, customizable keyboard shortcuts, auto page-turn, full-text search, and a control panel for all settings. The architecture is a standard Flutter app with platform-specific abstractions for window management, file import, and startup behavior, targeting Windows, macOS, and Linux. The codebase is well-tested, localized in English and Chinese, and uses a spec-driven development process (OpenSpec). While the main reader surface widget is large (~2600 lines), the overall structure demonstrates solid engineering with reusable patterns for platform abstraction, settings persistence, and text extraction.