module-level-code-translator

Translate source code between programming languages at function, class, and module levels while preserving behavior and generating verification tests. Use when translating code from one language to another (e.g., "translate this Python module to JavaScript", "convert this Java class to C#", "port this code to Go and generate tests"), migrating codebases between languages, or creating equivalent implementations across different technology stacks. Handles idiom adaptation, standard library mappings, and test generation.

1.03x

Quality

85%

Does it follow best practices?

Impact

96%

1.03x

Average score across 3 eval scenarios

Securityby

Risky

Do not use without reviewing

Evaluation results

100%

Port a Python Data Processing Module to Go

Python to Go translation with idiom adaptation

Criteria

Without context

With context

Structs with receiver methods

100%

Error return values

100%

Explicit loops instead of comprehensions

100%

Go naming conventions

100%

Go test package used

100%

Error handling pattern

100%

Stdlib mapping: file and JSON

100%

Tests cover edge cases

100%

Translation Summary: Mappings section

80%

100%

Translation Summary: Transformations section

80%

100%

89%

Migrate a Python HTTP Utility Module to TypeScript

Python to TypeScript translation with decorator and type handling

Criteria

Without context

With context

snake_case to camelCase

100%

Comprehension to map/filter

Decorator to higher-order function

100%

TypeScript type annotations

100%

async/await preserved

100%

aiohttp mapped to fetch

100%

Jest test structure

100%

Tests cover edge cases

100%

Translation Summary: Mappings section

70%

100%

Translation Summary: Transformations section

80%

90%

100%

Migrate a Java Inventory Service to C#

Java to C# translation with collections and property migration

Criteria

Without context

With context

PascalCase method names

100%

C# auto-properties

100%

ArrayList to List<T>

100%

HashMap to Dictionary<K,V>

100%

LINQ instead of Streams

100%

@FunctionalInterface to delegate/Func

100%

@Override documented or converted

100%

C# test framework used

100%

Translation Summary: Mappings section

100%

Translation Summary: Transformations section

100%

Repository: ArabelaTso/Skills-4-SE
Commit: 0f00a4f

Evaluated: 29 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Port a Python Data Processing Module to Go Migrate a Python HTTP Utility Module to TypeScript Migrate a Java Inventory Service to C#

Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.