Coral AI acts as an autonomous file manager navigating the Windows file tree seamlessly through semantic commands.
Core Architecture
How It Works Under The Hood
The Application & File Orchestration module is built on a highly optimized C++ and Python bridge. By bypassing standard Windows UI restrictions, Coral AI directly interfaces with system memory, native Win32 APIs, and DOM structures to achieve near-zero latency execution.
Directory Search
Uses semantic logic to find misplaced files anywhere on your drives.
App Launching
Locates executable paths autonomously to open VS Code, Chrome, or any heavy software.
Folder Generation
Instruct it to 'Make a project folder structure' and it executes `create_folder` iteratively.
Terminal Injection
Can launch an app and immediately inject terminal commands into it (like starting a dev server).
This module does not operate in isolation. It is dynamically invoked by the Coral PlannerAgent via JSON-RPC, allowing it to be chained endlessly with vision and memory modules.