Worked on enhancing the omnistrate-oss/omnistrate-ctl repository by improving compatibility with the Claude API, focusing on backend development and API integration using Go. Addressed a key issue by ensuring all MCP tool names conformed to a 64-character limit, reducing API rejections and supporting stable multi-tool orchestration. Upgraded dependencies, including ophis to v1.1.1, and introduced a configuration-driven naming convention with a ToolNamePrefix to streamline tool management. Migrated tooling to the new Selectors API, replacing legacy options for improved maintainability. These changes resulted in more scalable and reliable tooling, preparing the system for Claude-based workflows and future extensibility.