security-pattern-detection

Static analysis detects OWASP Top 10 vulnerabilities by scanning your codebase for known insecure patterns across languages and frameworks. The Skill identifies these patterns, assigns a security score (0.00–1.00), and generates remediation guidance with code examples you can apply immediately.

Yes. The Skill generates concrete remediation guidance including before/after code examples for each detected vulnerability. Use these templates as starting points to fix issues in your codebase.

Yes. The Skill integrates with Serena to push detected vulnerabilities for SLA monitoring and trend reporting, enabling you to track remediation progress and compliance over time.

Static analysis computes a normalized security score from 0.00 to 1.00 that reflects your codebase's vulnerability density. Higher scores indicate fewer vulnerabilities relative to code size.

The Skill identifies OWASP patterns across multiple languages and frameworks. It classifies findings using the OWASP Top 10 standard, so you get consistent vulnerability categories regardless of your tech stack.

Static analysis automatically identifies OWASP patterns at scale across your entire codebase, catching issues manual review might miss. It provides immediate remediation templates and integrates with Serena for continuous SLA tracking.