.github/copilot-instructions.md

Copilot Instructions

General Guidelines

• Minimal changes to existing code
• Preserve functionality when possible
• Clear and concise comments
• No plan unless specified
• No compile unless specified
• No test unless specified
• If testing is specified:
  • prefer MCP playwright-based tests headless browser testing with chrome, webkit , edge and firefox
  • MSTest framework
  • UV is used
• Avoid new dependencies
• use existing functions in the modules folder before writing new code. avoid modifying the existing functions if possible, prefer overload functions.

Project-Specific Rules

• gradio reference: https://www.gradio.app/docs/gradio/interface or use MCP server gradio
• This project is to also be an MCP server, so the code should be structured in a way that allows for easy integration with MCP. (https://huggingface.co/docs/hub/en/agents-mcp)
• Download: https://github.com/denoland/deno/releases/latest/download/deno-x86_64-pc-windows-msvc.zip Extract deno.exe to script folder or PATH. per dockerfile