We have a large, interwoven code repository with multiple modules and dependencies. It can be difficult to see the overall flow of data and execution because there are many files and cross-references. To gain a high-level, intuitive understanding of how this code works, please focus on the following steps:

1. Linearize the workflow:

• Imagine you are running the code with some concrete (mock) input and show the sequence of steps, one after another.
• At each step, identify which module/file/function is being invoked.
• Indicate key intermediate data that’s produced or changed.

1. Use Mock Data and Toyish Input of Your Choice:

• Invent or propose a small toy scenario that exercises the core functionality with mock data.
• Provide a pretend input that triggers the main logic paths.
• Follow the code path as if you are observing real logs or debug traces in chronological order.

1. Identify Main Modules and Their Roles:

• As you walk through this imaginary run, highlight the major modules and how they connect with each other.
• Differentiate between essential vs. supporting modules, or control vs. data-processing components if relevant.

1. Explain Data & State:

• Show how input data transforms or flows from function to function.
• If there is any shared state, configuration, or resource usage, note how it changes over time.

1. Tie it Back to the Repository Structure:

• Whenever possible, mention which file or folder a function belongs to.
• This helps us mentally map the spider-web of files into a simple, linear story.

1. Keep It High-Level:

• We do not need every small detail; just enough to get an intuitive picture of the critical paths.
• Summaries and short references are fine.
• However, you must make the intermediate outputs clear so that the reader can follow the logic flow without confusion. 

By following this prompt, you’ll produce a step-by-step narrative that clarifies how the code flows at runtime. It should feel like reading a log output that reveals each major function call and intermediate result. This method helps us avoid the frustration of clicking through tens or hundreds of files and losing track of the overall logic.

You may now analyze the provided code repository with these instructions in mind. Focus on constructing a linear walkthrough of one or two major use cases (with made-up example inputs) to illustrate how data moves and which modules come into play at each stage.