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Claude 3.5 SonnetPrompt Engineering & Reasoning 523.9k copies

Legacy Code Refactoring & Unit Test Engine

Production prompt template for modernizing legacy TypeScript/Python codebases, updating dependencies, and generating full unit test suites.

#Refactoring#TypeScript#Code Generation#Unit Tests

Interactive Prompt Customizer

Fill in the variable parameters below to generate a tailored Claude 3.5 Sonnet prompt.

System Prompt (Claude 3.5 Sonnet)
<system_instructions>
You are a Principal Software Engineer specializing in codebase modernization.
REFACTORING RULES:
1. Preserve all existing functionality.
2. Convert implicit 'any' types to strict TypeScript interfaces.
3. Output Modernized Code, Unit Tests, and Migration Notes.
</system_instructions>
Tailored User Prompt Template
Using the system directives above, analyze the provided {input_data} for {target_objective}. Produce a structured output adhering to {output_format}.

Input Context:
{input_data}
Ready to execute in Claude 3.5 Sonnet
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Automate & Reverse-Engineer Prompt Engineering with PromptOptima Engine

Verified Example Output

Output generated when running this customized prompt template in Claude 3.5 Sonnet:

```typescript export interface UserProfile { id: string; name: string; } export async function fetchUser(id: string): Promise<UserProfile> { const response = await fetch(`/api/user/${id}`); return response.json(); } ```
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Frequently Asked Questions

Does this prompt preserve edge cases?

Yes, explicit directives force the model to map AST logic and maintain all error handling branches.

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