How does this toolkit interact with target URLs?

The toolkit uses Python scripts executed via 'uv run' to perform non-interactive scans, discovery, and testing, returning all results in structured JSON for the AI agent to interpret.

Is it safe to use this on any website?

No, this toolkit should only be used on systems you own or have explicit written authorization to test. Penetration testing can be resource-intensive and may impact service stability.

Does it require manual configuration for each scan?

No, the scripts are specifically designed for autonomous execution by AI agents, requiring only a target URL or IP to begin the discovery and testing process.

What kind of vulnerabilities can this skill detect?

It specializes in detecting SQL injection (Union, Boolean, Time-based), Cross-Site Scripting (XSS), endpoint enumeration flaws, and business logic vulnerabilities through pattern recognition.

Why is 'uv' required for the scripts to run?

The toolkit uses 'uv' for high-performance Python dependency management, ensuring that all security scripts have the necessary libraries available without manual installation steps.

AI Security & Pentesting Toolkit

Name: AI Security & Pentesting Toolkit
Author: nibzard

bynibzard

セキュリティとテスト

Conducts automated security audits and penetration tests using AI-driven discovery, vulnerability scanning, and structured analysis.

概要

The AI Security & Pentesting Toolkit is a professional-grade suite designed to empower Claude and other AI agents to perform comprehensive security assessments. It provides a specialized set of scripts for endpoint discovery, port scanning, and vulnerability testing for SQL injection and XSS, all while delivering structured JSON output for seamless agent consumption. This skill is ideal for developers and security researchers who need to automate attack surface mapping and business logic analysis without manual intervention, ensuring a rigorous and repeatable security posture through context-aware test generation.

主な機能

Automated API and application structure discovery without source code access
Context-aware security test generation based on discovered application patterns
0 GitHub stars
Comprehensive security report generation in both Markdown and JSON formats
Intelligent SQL injection and XSS vulnerability scanning with multiple techniques
Structured JSON output for all scripts to facilitate automated agent-led workflows

ユースケース

Identifying complex business logic vulnerabilities through automated pattern analysis
Automated security auditing of new API endpoints during the development lifecycle
Mapping the attack surface of undocumented legacy applications for security hardening

概要

主な機能

Automated API and application structure discovery without source code access
Context-aware security test generation based on discovered application patterns
0 GitHub stars
Comprehensive security report generation in both Markdown and JSON formats
Intelligent SQL injection and XSS vulnerability scanning with multiple techniques
Structured JSON output for all scripts to facilitate automated agent-led workflows

ユースケース

Identifying complex business logic vulnerabilities through automated pattern analysis
Automated security auditing of new API endpoints during the development lifecycle
Mapping the attack surface of undocumented legacy applications for security hardening