Production-Ready Python Code GeneratorGuides a model through requirements, design decisions, implementation, usage examples, and a summary card to produce typed, maintainable Python code.Code Translation and Migration AssistantGuides a model through source analysis, dependency mapping, and idiomatic translation into a complete implementation for the target language.Python Code Quality and Performance ReviewerReviews Python code for documentation, type hints, PEP 8 compliance, error handling, and performance, then provides a structured issue table, revised code, and a before-and-after summary.SQL Query Builder and OptimizerAnalyzes database requirements, schema, performance, and security, then produces SQL and index recommendations.Three-Layer Technical Concept TutorTeach a technical concept through a simple analogy, a precise explanation with an optional code example, and key takeaways. The prompt also requests common misconceptions and suggested follow-up topics.Python Code Coverage Mapping Unit Test GeneratorAnalyze a Python code snippet for functions, branches, boundaries, and external dependencies, then use that analysis to generate a complete test plan and test file that follow pytest, the AAA pattern, and reproducibility requirements.