Pentester is a locally hosted AI model designed to assist ethical hackers, penetration testers, and security students. The model focuses on methodology, vulnerability analysis, tool usage guidance, and report-style explanations.

Pentester

Overview

Pentester is a locally hosted AI model designed to assist ethical hackers, penetration testers, and security students with security testing workflows. The model focuses on methodology, vulnerability analysis, tool usage guidance, and report-style explanations, making it suitable for learning, labs, CTFs, and authorized security assessments.

This model runs entirely offline using Ollama, ensuring privacy and full local control.

Core Capabilities

Web application penetration testing guidance
OWASP Top 10 vulnerability explanations
SQL Injection, XSS, CSRF, IDOR analysis assistance
Reconnaissance and enumeration strategy support
Help with common security tools (Nmap, Burp Suite, SQLmap, Nuclei, etc.)
Vulnerability validation and false-positive analysis
Security report writing and remediation guidance
Bug bounty workflow assistance

Intended Use

This model is intended strictly for authorized and ethical purposes, including:

Learning penetration testing concepts
Practicing in labs (HTB, THM, DVWA, Juice Shop, etc.)
Bug bounty preparation
Secure code review and defensive understanding
Writing professional vulnerability reports

Do NOT use this model for illegal, unauthorized, or malicious activities.

Installation

Pull the model from Ollama:

ollama pull xploiter/pentester

Run the model:

ollama run xploiter/pentester

Example Prompts

Explain how SQL injection works with real-world examples.

Create a step-by-step web penetration testing checklist.

Analyze this HTTP request and identify potential vulnerabilities.

How do I validate an XSS finding before reporting it?

Write a professional bug bounty report for an IDOR vulnerability.

Best Practices

Always verify outputs before executing any commands
Use only in environments where you have explicit permission
Treat model responses as guidance, not guaranteed exploits
Combine with hands-on testing and manual validation

Limitations

Does not execute tools or exploits on targets
May produce incomplete or high-level responses
Requires human judgment for accuracy and legality
Not a replacement for real-world testing experience

Disclaimer

This model is provided for educational and defensive security purposes only. The author is not responsible for misuse or illegal activities conducted using this model.