ln-624-code-quality-auditor

Cyclomatic complexity auditing identifies overly intricate control flows and deep nesting that reduce maintainability. This Skill scans your codebase to detect methods and functions exceeding complexity thresholds, flags nested structures, and returns findings with severity and remediation guidance to guide refactoring priorities.

Static analysis detects architectural smells including long methods, god classes, O(n²) algorithms, N+1 queries, magic constants, and decentralized constants. The audit returns structured findings with location, effort estimate, and actionable recommendations for each violation across your entire codebase.

Yes, this Skill applies across language stacks by consuming tech_stack context and executing language-agnostic scanning patterns. It identifies universal code-quality violations—complexity, nesting depth, method length, class size—and returns domain-tagged findings regardless of language.

The Skill emits structured JSON payloads with domain, scan path, findings, severity, and effort estimates designed for downstream quality gates. It feeds directly into the ln-620 codebase auditing pipeline and can be invoked by the ln-620-codebase-auditor for automated quality enforcement.

Complexity metrics measure cyclomatic complexity and nesting depth within individual methods; architectural anti-patterns detect system-level smells like god classes, N+1 queries, and magic numbers. This Skill audits both to surface hotspots across structure and design.

The Skill consumes best_practices and principles from your contextStore to configure thresholds and domain-specific rules. It derives the scan path automatically and applies domain awareness when available, requiring only tech_stack and codebase_root to begin auditing.