Worked on enhancing the long-term memory documentation for the volcengine/ai-app-lab repository, focusing on reducing onboarding friction and accelerating feature adoption. Improved the README by adding a scenarios example section and refining installation instructions with precise directory navigation, making setup guidance clearer for new users. The work centered on targeted documentation updates using Markdown, emphasizing clarity and usability. No bugs were addressed during this period, as the primary contribution was a single feature commit dedicated to documentation quality. This effort aimed to streamline the onboarding process, support user understanding, and increase confidence in utilizing the long-term memory capability within the project.