Vibe Code Risk Score
Vibe coding moves fast — but how secure is the result? Detect AI-generated code, catch slopsquatted packages, score dependency health, and produce an A-F risk grade across seven security dimensions.
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Comprehensive security testing designed for modern applications
AI-Generated Code Detection
Detect AI-generated code through git commit pattern analysis (burst commits, large diffs, AI-style messages) and source code heuristics (boilerplate comments, excessive error handling, uniform style patterns). Estimates what percentage of your codebase was AI-generated.
Composite A-F Risk Grade
A single 0-100 risk score combining seven weighted components: vulnerability severity (25%), dependency health (20%), AI code risk (15%), code patterns (10%), slopsquatting risk (10%), license violations (10%), and install script risk (10%). Produces an A-F letter grade.
Slopsquatting & Typosquatting Detection
Catch AI hallucinated packages before they become supply chain attacks. Levenshtein distance analysis against popular package registries flags dependencies that look suspiciously similar to real packages.
License Compliance Scoring
SPDX-based license classification across permissive, weak copyleft, strong copyleft, and commercial categories. Flag license violations and incompatibilities automatically.
Risk Trend Tracking
Monitor how your risk score changes between scans. Track whether rapid development is increasing risk faster than remediation can keep up. Trend direction: improving, worsening, or stable.
Install Script Risk Analysis
Detect dependencies that execute arbitrary code during install. Post-install scripts are a common supply chain attack vector — especially in npm, pip, and Ruby ecosystems.
Why Choose Sectora?
Built by security professionals for security professionals. Our platform combines speed, accuracy, and ease of use to help you find vulnerabilities before attackers do.
Get StartedDetect and quantify AI-generated code in your repositories
Catch slopsquatting — AI-hallucinated packages that could be supply chain attacks
Single A-F grade that developers and executives both understand
Track risk trends across scans to ensure security keeps pace with development
Score license compliance and flag copyleft violations automatically
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