Developed a documentation-driven learning artifact for The-Front-Watchers/WATCH_Retrospect, focusing on study progress tracking for computer science goals and daily learning activities. The work centered on creating a structured Markdown template that enables users to log goals, daily tasks, self-feedback, and reflections on learning methods, supporting measurable and consistent progress tracking. Leveraging skills in personal productivity and study tracking, the developer ensured the documentation is reusable for ongoing personal and side-project development. The approach emphasized traceability and business value by providing a clear framework for self-assessment and reflection, facilitating continuous improvement in study habits and learning outcomes without introducing code changes.