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Vikaskanturi
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validation-agent

Compare Java sources with migrated Python equivalents and generate validation reports.

Updated Apr 4, 2026
Search Tags:#validation#reporting#code-migration#llm-prompting#equivalence#mismatches#java-to-python
One-click install
npx skills add https://github.com/Vikaskanturi/java_to_python_migration_agent --skill validation-agent
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: validation-agent
Source: https://github.com/Vikaskanturi/java_to_python_migration_agent/tree/main/skills_extracted/validation-agent
Command: npx skills add https://github.com/Vikaskanturi/java_to_python_migration_agent --skill validation-agent

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps ensure migrated Java code behaves identically by comparing each Java source file with its migrated Python counterpart, detecting logic mismatches, and producing a structured validation report.

Core Features & Use Cases

  • Compare Java and Python implementations per file to verify functional equivalence.
  • Generate a comprehensive validation report with an equivalence score and a list of mismatches.
  • Produce both JSON and Markdown docs for auditing and developer guidance.

Quick Start

Run the validation agent on your migration output to generate a validation report.

Frequently Asked Questions about validation-agent

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I validate a Java to Python code migration for functional equivalence?▼

To validate a Java to Python migration, this skill compares original Java sources with migrated Python files to detect logic and behavior mismatches, generating a structured report with an equivalence score for review.

What is the best way to automatically detect logic mismatches between Java and Python files?▼

The best way to detect logic mismatches is applying a validation agent per file pair during the migration pipeline, which reads original Java files and outputs a structured validation report capturing any behavioral differences.

How do I generate a validation report for migrated Python code?▼

You generate a validation report by running the validation agent on your migration output, which produces both JSON and Markdown documents detailing equivalence scores and captured mismatches for developer guidance.

What input format is required to check Java to Python migration equivalence?▼

Checking migration equivalence requires original Java source files and a migration state JSON file located at output/state/migration_state.json, which the validation agent reads to begin the file pair comparison process.

Does the Java to Python migration validation produce outputs for auditing?▼

Yes, the validation process produces auditing outputs by writing a structured JSON validation report, a Markdown documentation file, and an updated validation state JSON file to the output directory for comprehensive review.

Can I use this validation agent for code migrations other than Java to Python?▼

No, this validation agent is specifically designed to identify logic and behavior mismatches between Java sources and their migrated Python equivalents, ensuring functional equivalence for this particular code migration path.

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