Worked on the smucclaw/l4-ide repository to streamline and clarify documentation related to Temporal Logic, focusing on reducing complexity and aligning documentation with current project capabilities. The primary effort involved a comprehensive cleanup of README.md and associated Prolog and L4 files, removing outdated explanations about temporal databases and legal rule versioning. This work emphasized code reversion and documentation hygiene, aiming to prevent documentation drift and lower future maintenance costs. By simplifying onboarding materials and clarifying the scope of Temporal Logic features, the developer improved the overall developer experience and ensured that documentation accurately reflected the state of the codebase.