adapter-expert

This skill provides standardized AskUserQuestion templates for batching multiple questions together, reducing user interactions by 60%. It offers reusable question patterns for common optimization scenarios while maintaining clarity. Developers should use it when they need to gather multiple related inputs efficiently in a single interaction.

This skill provides standardized AskUserQuestion templates for batch optimization, reducing user interactions by up to 60%. It offers reusable question groups for common patterns, allowing developers to maintain clarity while minimizing repetitive prompts. Use it when you need to collect multiple related inputs from users in a single, efficient interaction.

This skill builds and maintains an interactive Streamlit playground for the VRP-Toolkit, enabling hands-on learning through exploration and experimentation. Developers should use it when adding new features, integrating algorithms, or enhancing the web-based learning experience. It focuses on letting users visualize problems, configure solvers, and reproduce experiments instead of just reading code.

Handle template comparison and optimization workflows including backup detection, smart merging, and update completion reporting. Enhanced with Context7 MCP for up-to-date documentation.