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Rules selection patterns for development.
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Rules selection patterns for development.
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Use this file for finding rules in project.
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Before starting to debug, take your time to explore the files related with the user request.
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Docker operations should go through MCP server.
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description: This rule explains FastAPI conventions and best practices for high-performance Python APIs. globs: /.py alwaysApply: false.
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Feature implementation rules.
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Use of browser tools MCP for UI debugging.
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Cursor rule "powershell-syntax" from rm2thaddeus/Pixel_Detective, covering powershell syntax rules, command separators, correct powershell syntax patterns, sequential commands and correct.
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These project-specific rules ensure that all generated code is well-documented, structured, and prevents repeated mistakes.
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Troubleshooting frontend and backend in the app.
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description: This rule explains React component patterns, hooks usage, and best practices. globs: /.jsx,/.tsx alwaysApply: false.
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Use these rules when unsure how to navigate project rules.
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This rule captures the most expensive mistakes from Sprint 10 that must NEVER be repeated.
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Purpose: Comprehensive sprint planning workflow using organized documentation structure and MCP server integration.
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These testing patterns specifically target the 5 critical failure modes identified in Sprint 10.
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Cursor rule "use-mcp-servers" from rm2thaddeus/Pixel_Detective, covering mcp interaction rule for pixel detective, available mcp servers & capabilities, 1. github mcp (mcpgithub), 2. supabase mcp (mcpsupabase) and 3. browser tools mcp (mcpbrowser-tools).
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Proven patterns for building consistent, scalable REST APIs with FastAPI.
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This index provides comprehensive guidance for backend development based on proven patterns from ingestionorchestrationfastapiapp and mlinferencefastapiapp.
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Sprint 10 suffered from circular import issues between main.py and router files. ALWAYS use dependency injection.
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Based on proven patterns from ingestionorchestrationfastapiapp and mlinferencefastapiapp.
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Proven patterns for building high-performance ML inference services with GPU optimization.
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Based on architectural review findings and real refactoring experiences during Sprint 10.
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This index provides comprehensive guidance for frontend development based on proven patterns from Sprint 10 experiences and architectural lessons learned.
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// ✅ CORRECT: Two-stage rendering to prevent mismatches const [mounted, setMounted] = useState(false).