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apk-reverse: AI Agent Skill for Learning APK Reversing Failure Patterns

newliver666/apk-reverse

·2026.09.26 23:52

A skill designed to prevent typical errors that occur when AI agents like Claude Code or Codex perform reverse engineering on Android APKs. It is not a simple tutorial, but consists of procedural guides and scripts that agents load and reference during operation.

It handles complex scenarios such as determining that client-side modifications are impossible due to server validation, runtime errors caused by signature key mismatches, and analyzing native code obfuscated with OLLVM. Unlike traditional methods, it reduces unnecessary trial and error through a gate system that enforces specific rules "until evidence emerges" and a symptom index.

It automates actual reversing workflows such as ad removal, decompiling, repackaging, and runtime analysis. It clearly defines and provides criteria for agents to distinguish between their own mistakes and issues with the app itself, and to verify whether the final output actually works.

GitHub
GitHub repository

newliver666/apk-reverse

Suitable for Android APK reverse engineering analysis

Python

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