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+# Code Quality Analyzer Examples
+
+Real-world code quality analysis scenarios demonstrating security review, clarity refactoring, and synthesis analysis.
+
+## Files in This Directory
+
+### [security-review-example.md](security-review-example.md)
+Complete security review of an authentication service, finding and fixing 12 vulnerabilities including SQL injection, XSS, weak authentication, and insecure cryptography.
+
+**Scenario**: FastAPI authentication service with multiple security issues
+**Mode**: Security Review
+**Result**: 12 vulnerabilities found (3 critical, 5 high, 4 medium), security score improved from 42/100 to 95/100
+
+### [clarity-refactoring-example.md](clarity-refactoring-example.md)
+Systematic code clarity improvement using 10 refactoring rules to transform complex, nested code into readable, maintainable functions.
+
+**Scenario**: E-commerce order processing service with high complexity
+**Mode**: Clarity Refactoring
+**Result**: Cyclomatic complexity reduced from 47 to 8, readability score improved from 35/100 to 92/100
+
+### [synthesis-analysis-example.md](synthesis-analysis-example.md)
+Cross-file analysis identifying architectural issues, inconsistent patterns, and hidden dependencies across a multi-module codebase.
+
+**Scenario**: User management system with 5 modules showing inconsistent patterns
+**Mode**: Synthesis Analysis
+**Result**: 18 cross-file issues found, 6 architectural improvements, consistency score improved from 58/100 to 89/100
+
+### [complete-quality-audit.md](complete-quality-audit.md)
+Full codebase quality audit combining all three modes to transform a legacy codebase into a maintainable, secure system.
+
+**Scenario**: Legacy e-commerce platform (12 files, 3,500 lines)
+**Comprehensive Review**: Security + Clarity + Synthesis
+**Result**: 47 total issues found and fixed, overall quality score 38/100 → 91/100, prevented 2 production incidents
+
+## Usage
+
+Each example includes:
+- **Before**: Original problematic code with clear issues
+- **Analysis**: Step-by-step identification of problems with explanations
+- **After**: Improved code with specific changes highlighted
+- **Metrics**: Quantitative before/after comparison
+- **Lessons**: Key takeaways and patterns to recognize
+
+---
+
+Return to [agent documentation](../code-quality-analyzer.md)