Enhanced Code Generation Using Cursor Rules Files with MDC Format for Convex Development

Posted by u/cannyshammy7 months agoCurated from Reddit

Project Information

Project Type
Small
Type of Project
Developer Tools Integration
Problem Type
Tool Configuration and Evaluation

Tags

code-generation
developer-tools
ai-assistance
cursor-editor
convex
mdc-files
productivity
tooling-configuration

AI Models Mentioned

Anthropic (Claude)
Code generation
OpenAI
Code generation

Summary

A developer shares their positive experience using new .mdc cursor/rules files for improved code generation in Convex projects. The implementation demonstrates significant improvement in one-shot code generation compared to previous methods, reducing the need for multiple prompts and showing enhanced effectiveness over traditional documentation-based approaches.

Prompt

Configure Cursor editor for Convex development by:
1. Create .cursor/rules directory
2. Add model-specific .mdc files:
   - anthropic_convex_rules.mdc for Anthropic models
   - openai_convex_rules.mdc for OpenAI models
3. Test code generation capabilities on a sample project
Expected outcome: Improved one-shot code generation with reduced need for multiple prompts.

Best Practices

Use Dedicated Rules Files

important

Implement separate .mdc rules files for different AI models (Anthropic and OpenAI)

Leverage Model-Specific Knowledge

important

Use dedicated evaluation frameworks to identify and address knowledge gaps in AI models

Common Mistakes to Avoid

Avoid Relying Solely on Documentation Symbols

important

Don't limit yourself to using only documentation symbols for code generation

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