Error Handling Strategies
Need to design or improve error handling in your software to prevent crashes and ensure a smooth user experience.
Prompts for your job
AI prompts for coding
Expert Code Review
Need a thorough code review with clear reasoning behind every suggestion, not just a list of fixes.
Explain A Code Directory Structure
Need a clear, plain-language walkthrough of an unfamiliar codebase's folder and file structure.
FastAPI Search Service Blueprint
Are building a keyword and synonym search feature with FastAPI and PostgreSQL and want an extensible, production-ready design.
Fix a Broken Command Line
Use this when a command or script fails and you need help correcting the syntax or arguments.
Fix A Bug With Tests First
Want a bug fixed rigorously: reproduced with a test, fixed minimally, and verified across the suite.
Fix Code From a Traceback
Have a traceback from a bioinformatics script or pipeline and need to find and fix the cause.
Fix CUDA Out of Memory Errors
Use this when your training run crashes with a CUDA out of memory error and you need ranked, practical ways to cut GPU memory use.
Frontend UI Development Specialist
Need to build, optimize, or debug user interfaces using modern JavaScript frameworks like React, Vue, or Angular.
Game Physics Implementation Architect
Need the mathematical formulas, state logic and production code for a specific gameplay physics mechanic.
Generate a Terraform Resource Block
Need cloud infrastructure defined as code for a service.
Generate and Execute Automated Tests
Need to create, run, and debug automated tests for your web application to ensure code quality.
Generate API Code Samples
Need to create code examples that demonstrate how to use an API in multiple programming languages.
Generate Automated Test Data
Need scripts to automatically generate realistic test data for software applications.
Generate Automation Script Skeleton
Know the automation steps but want a starting script for a language or tool.
Generate Blender Or Maya Script Snippets
Want to automate repetitive modeling tasks like renaming or aligning.
Generate Component Boilerplate Draft
Need to start a new component and want a clean first draft.
Generate Comprehensive Test Cases
Need to create thorough test cases for a function or algorithm, covering typical scenarios and edge cases.
Generate Data Cleaning Transformation Code
Need SQL or Python snippets to standardize, deduplicate, or reshape raw data.
Generate Data Quality Check Code
Want code to detect missing values, outliers, duplicates, or schema issues in a dataset before training or analysis.
Generate Data Structure Code
Need to quickly generate implementation code for a specific data structure in one or more programming languages.
Generate DDL From Logical Model
Have a conceptual or logical model and want starter CREATE TABLE scripts with keys, types, and constraints to refine.
Generate HAL Initialization Code
Want boilerplate initialization code for a specific MCU family and HAL before you adapt it to your board.
Generate JSON-LD Structured Data
Need to create or validate JSON-LD structured data for web pages to improve SEO.