production-code-audit

[Skill Scanner] Generic secret pattern detected All findings: [HIGH] hardcoded_secrets: Generic secret pattern detected (HS005) [AITech 8.2] [HIGH] command_injection: Backtick command substitution detected (CI003) [AITech 9.1.4] The strongest base comes from Report 1 due to its explicit fixes and measurable outcomes. The improved synthesis emphasizes guarded automation, mandatory reviews for architectural changes, explicit rollback/version control, robust secret handling, and verifiable testing before production deployment. The result is a credible, enterprise-friendly autonomous audit/transformation blueprint with concrete expectations and safety nets. LLM verification: The document defines a powerful autonomous code-audit-and-fix capability that — if implemented — would require high privileges (read/write/execute) and could expose sensitive information or introduce regressions if operated without strong safeguards. There is no indication of embedded malware in the text itself, but the operational design is high-risk: the instruction to act 'automatically without asking the user' and the lack of secrets-handling, approval workflows, and constrained network inst