ASE 2025 (series) / Tool Demonstration Track /
PyGress: Tool for Analyzing Progression of Code Proficiency in Python OSS Projects
This program is tentative and subject to change.
Wed 19 Nov 2025 15:00 - 18:00 at Walker Hall - Tools - Code and Model
Assessing developer proficiency in open-source software (OSS) projects is essential for understanding project dynamics and contributor impact. This paper presents “PyGress”, a web-based tool designed to automatically evaluate and visualize Python code proficiency using pycefr, a Python code proficiency analyzer. By submitting a GitHub repository link, the system extracts commit histories, analyzes source code proficiency across CEFR-aligned levels (A1–C2), and generates visual summaries of individual and project-wide proficiency. The PyGress tool visualizes per-contributor proficiency distribution and tracks project code proficiency progression over time. PyGress offers an interactive way to explore contributor coding levels in Python OSS repositories.
The video demonstration of the PyGress tool can be found at https://bit.ly/pygress-demo, and the source code of the tool is publicly available at https://anonymous.4open.science/r/PyGress-1EE5.
This program is tentative and subject to change.
Wed 19 NovDisplayed time zone: Seoul change
Wed 19 Nov
Displayed time zone: Seoul change
15:00 - 18:00 | |||
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