System and method for dynamic chord-based input processing

A method for dynamically managing chord-based command execution in a computing environment, the method comprising:

• detecting, via an input capture module, a keypress sequence from a keyboard input device;
• identifying, via a chord recognition module, when the keypress sequence corresponds to a predefined chording pattern;
• determining, via a sheet management module, an active application currently in focus on the computing device;
• selecting, via the sheet management module, a command sheet associated with the active application, wherein the command sheet contains chording pattern mappings corresponding to the active application;
• determining, via the sheet management module, when the selected command sheet is part of a sheet stack, the sheet stack comprising multiple layers of command sheets prioritized based on application context;
• executing, via a command execution module, a command associated with the recognized chording pattern correspond to a highest-priority command sheet in the sheet stack;
• and
• providing, via the sheet management module, at least one sticky sheet that persists across application switches to provide global command functionality.

A method for adaptive learning and customization of chord-based input processing in a computing environment, the method comprising:

• receiving, via an input capture module, a sequence of keypress events from a human input device;
• analyzing, via a chord recognition module, when the keypress sequence corresponds to a predefined chording pattern;
• tracking, via a machine learning module, user interactions and frequency of chording pattern executions over time;
• generating, via the machine learning module, an optimization recommendation based on user behavior patterns, wherein the optimization recommendation includes at least one of suggesting alternative chording configurations or reassigning frequently used commands to more ergonomic key combinations;
• presenting, via a graphic user interface, the optimization recommendation to a user for review and confirmation;
• enabling, via a notation customization module, user-defined modification of chord mappings, wherein users can manually adjust chording configurations to align with their workflow;
• and
• storing, via a configuration database, the customized chording configurations and dynamically updating the chording recognition model based on user preferences.

A system (100) for processing chord-based input sequences and managing context-aware command execution, the system comprising:

• A display device (610) a server (102) configured to receive and process input from at least one client device 140;
• a processor (104) in communication with a memory (106), the memory storing executable instructions that when executed by the processor configure the system to execute on or more modules, the modules comprising:
• an input capture module, executed by the server, configured to receive a sequence of keypress events from a human input device and filter input signals for processing;
• a chord recognition module, executed by the server, configured to analyze the keypress sequence to determine whether the sequence constitutes a recognized chording pattern based on predefined chording rules, wherein the chording rules define at least one of:
• (i) traditional modifier-based chording,
• (ii) extended chording using simultaneous non-modifier keypresses,
• (iii) release-based chording wherein command execution is determined by the order of key releases, and
• (iv) time-based chording wherein a keypress held for a predetermined duration triggers a distinct command;
• a sheet management module, executed by the server, configured to dynamically assign a command sheet to the recognized chording pattern, wherein the command sheet is selected based on the active application or computing context;
• a sheet stack manager, executed by the server, configured to prioritize multiple command sheets, wherein a highest-priority sheet in the stack determines command execution when multiple layers of command mappings are active;
• a command execution module, executed by the server, configured to execute a system or application command corresponding to the recognized chording pattern and mapped command entry in the active command sheet;
• and
• a storage module, configured to maintain user-defined chording configurations, sheet mappings, and adaptive learning data for optimizing future command execution.