From Vulnerability Finding to Pull Request
In 1 Click with Claude & ChatGPT
Traditional security scanners dump 100-page PDF reports on developers that sit unread in JIRA for months. AppAuditor changes the game: click "Export as AI Prompt" on any detected flaw to generate structured, context-rich engineering prompts ready for Claude, ChatGPT, or Cursor to write the pull request for you.
You are an expert Android DevSecOps Engineer. Repair the following high-severity security finding identified in com.app.finance.
### FINDING SUMMARY:
- CWE ID: CWE-327 (Use of a Broken or Risky Cryptographic Algorithm)
- OWASP Category: MASVS-CRYPTO-1
- Vulnerable File: com/app/finance/security/CryptoHelper.java (Line 42)
- Bytecode Extraction: Cipher.getInstance("AES/ECB/PKCS5Padding")
### INSTRUCTIONS FOR REPAIR:
1. Replace ECB mode with authenticated AES-GCM (256-bit key, 128-bit authentication tag).
2. Generate a cryptographically secure 12-byte random IV using SecureRandom for each encryption operation.
3. Store the master encryption key securely in the AndroidKeyStore with hardware-backed StrongBox verification.
4. Provide the exact Java/Kotlin drop-in replacement code and unit tests.
Rich Bytecode Context
Unlike generic AI chat queries, AppAuditor automatically extracts the surrounding Smali disassembly, manifest permissions, and call graphs so Claude or ChatGPT understands the exact architectural context.
Cursor & Copilot Ready
Paste directly into your IDE prompt bar. The generated prompts follow standardized system prompt patterns tested for zero-hallucination code generation across Android SDK versions 26 through 35.
10x Faster Mean-Time-To-Remediate
Cut your vulnerability remediation backlog from weeks down to minutes. Developers receive clear, actionable pull request snippets instead of confusing security jargon.