Contributed to the-turing-way repository by delivering a focused update to the peer-review guidance, aimed at improving clarity and inclusivity for users. The work centered on rewording documentation to replace negative terminology with positive alternatives, such as updating references from "predatory publisher" to "trusted publisher" and integrating external resources like Think.Check.Submit. Leveraging skills in content writing, editing, and Markdown, the developer enhanced the maintainability and reliability of the guidance materials. The update included explicit rationale and cross-references, aligning the documentation with external standards and supporting long-term consistency across the project. No bug fixes were addressed during this period.