Worked on enhancing documentation within the 0xPlaygrounds/rig repository, focusing on clarifying production-ready features of Cortex Memory and improving visibility for ecosystem tools such as deepwiki-rs. Applied technical writing and project management skills to update Markdown-based documentation, ensuring that engineers and intelligent agents could more easily understand and integrate memory system capabilities. The approach emphasized transparency, onboarding efficiency, and alignment between documentation and actual tooling. By refining the README and ecosystem guides, the work reduced friction for new users and supported faster tool discovery, ultimately enabling smoother cross-team collaboration and more effective planning for future integrations within the repository.