AI Engineering Coach（微软）

The Improve section identifies bad habits and helps you adopt better practices for AI-assisted development.

• Anti-Patterns -- Detectors across four categories with scores and actionable recommendations, backed by an editable rule engine
• Rule Editor -- Create, edit, and live-test detection rules as markdown, with form-based or raw-source editing and AI-assisted drafting
• Rule Playground -- Interactive REPL for the rule DSL with a field browser, function catalog, and metric list
• Data Explorer -- Browse every request/session field, view distributions, and run ad-hoc filters
• Skill Finder -- Find repeated prompts and matching community skills
• Context Health -- Evaluate context quality and window management