Systems and methods for comprehensive writing enhancement

A processing system for improving writing content, comprising:

• one or more memories comprising computer-executable instructions;
• and
• one or more processors configured to execute the computer-executable instructions causing the processing system to:
• receive, from a document editing application, a user request to transform writing content and an indication of a modification for improving the writing content;
• receive, from the document editing application, the writing content associated with the user request;
• generate, based on the user request and the writing content, a prompt for improving the writing content based on the indication of the modification for improving the writing content;
• send, to a language model, the prompt;
• receive, from the language model, based on the prompt, transformed writing content;
• and
• send, to the document editing application, the transformed writing content.

A method for enhancing writing content comprising:

• receiving, from a document editing application, a resume;
• receiving, from the document editing application, a user request to transform writing content, and an indication of a modification for improving the writing content;
• extracting, from the resume, the writing content;
• generating, based on the user request, the indication of the modification, and the extracted writing content, a prompt for improving the writing content based on the indication of the modification;
• sending the prompt to a language model;
• receiving, from the language model, based on the prompt, transformed writing content;
• and
• sending, to the document editing application, the transformed writing content.