During October 2025, Chia-Ling Lee enhanced the neuroinformatics-unit/movement repository by implementing a feature that clarifies pose tracking data input requirements. She delivered a documentation update and supporting Python code to ensure that all individuals in pose datasets use identical keypoints, improving data consistency and downstream model reliability. Her work included refining the user guide, updating movement/io/load_poses.py for stricter input validation, and addressing UI tab rendering issues. By aligning the codebase and documentation with a new data standard, Chia-Ling facilitated clearer onboarding for users and contributed collaboratively through co-authored commits, demonstrating strengths in Python, data processing, and technical documentation.