penetration-testing

aj-geddes/useful-ai-prompts · updated Apr 20, 2026

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$npx skills add https://github.com/aj-geddes/useful-ai-prompts --skill penetration-testing
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summary

Systematic security testing to identify, exploit, and document vulnerabilities in applications, networks, and infrastructure through simulated attacks.

skill.md

Penetration Testing

Table of Contents

Overview

Systematic security testing to identify, exploit, and document vulnerabilities in applications, networks, and infrastructure through simulated attacks.

When to Use

  • Pre-production security validation
  • Annual security assessments
  • Compliance requirements (PCI-DSS, ISO 27001)
  • Post-incident security review
  • Third-party security audits
  • Red team exercises

Quick Start

Minimal working example:

# pentest_framework.py
import requests
import socket
import subprocess
import json
from typing import List, Dict
from dataclasses import dataclass, asdict
from datetime import datetime

@dataclass
class Finding:
    severity: str
    category: str
    target: str
    vulnerability: str
    evidence: str
    remediation: str
    cvss_score: float

class PenetrationTester:
    def __init__(self, target: str):
        self.target = target
        self.findings: List[Finding] = []

    def test_sql_injection(self, url: str) -> None:
// ... (see reference guides for full implementation)

Reference Guides

Detailed implementations in the references/ directory:

Guide Contents
Automated Penetration Testing Framework Automated Penetration Testing Framework
Burp Suite Automation Script Burp Suite Automation Script

Best Practices

✅ DO

  • Get written authorization
  • Define clear scope
  • Use controlled environments
  • Document all findings
  • Follow responsible disclosure
  • Provide remediation guidance
  • Verify fixes after patching
  • Maintain chain of custody

❌ DON'T

  • Test production without approval
  • Cause service disruption
  • Exfiltrate sensitive data
  • Share findings publicly
  • Exceed authorized scope
  • Use destructive payloads
how to use penetration-testing

How to use penetration-testing on Cursor

AI-first code editor with Composer

1

Prerequisites

Before installing skills in Cursor, ensure your development environment meets these requirements:

  • Cursor installed and configured on your development machine
  • Node.js version 16.0+ with npm package manager (verify with node --version)
  • Active project directory or workspace where you want to add penetration-testing
2

Execute installation command

Execute the skills CLI command in your project's root directory to begin installation:

$npx skills add https://github.com/aj-geddes/useful-ai-prompts --skill penetration-testing

The skills CLI fetches penetration-testing from GitHub repository aj-geddes/useful-ai-prompts and configures it for Cursor.

3

Select Cursor when prompted

The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:

◆ Which agents do you want to install to?
│ ── Universal (.agents/skills) ── always included ────
│ • Amp
│ • Antigravity
│ • Cline
│ • Codex
│ ●Cursor(selected)
│ • Cursor
│ • Windsurf
4

Verify installation

Confirm successful installation by checking the skill directory location:

.cursor/skills/penetration-testing

Reload or restart Cursor to activate penetration-testing. Access the skill through slash commands (e.g., /penetration-testing) or your agent's skill management interface.

Security & Verification Notice

We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.

Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.

List & Monetize Your Skill

Submit your Claude Code skill and start earning

GET_STARTED →

Use Cases

Task Automation & Efficiency

Automate repetitive workflows and reduce manual effort

Example

Generate reports, summarize documents, draft communications

Save 3-5 hours per week on routine tasks

Knowledge Enhancement

Learn new skills, understand complex topics, get expert guidance

Example

Explain concepts, provide examples, suggest learning resources

Accelerate learning and skill development by 2x

Quality Improvement

Enhance output quality through reviews, suggestions, and refinements

Example

Review drafts, suggest improvements, catch errors

Improve work quality by 30-40% with less effort

Implementation Guide

Prerequisites

  • Claude Desktop or compatible AI client with skill support
  • Clear understanding of task or problem to solve
  • Willingness to iterate and refine outputs

Time Estimate

15-45 minutes depending on use case complexity

Installation Steps

  1. 1.Install skill using provided installation command
  2. 2.Test with simple use case relevant to your work
  3. 3.Evaluate output quality and relevance
  4. 4.Iterate on prompts to improve results
  5. 5.Integrate into regular workflow if valuable

Common Pitfalls

  • Expecting perfect results without iteration
  • Not providing enough context in prompts
  • Using skill for tasks outside its intended scope
  • Accepting outputs without review and validation

Best Practices

✓ Do

  • +Start with clear, specific prompts
  • +Provide relevant context and constraints
  • +Review and refine all outputs before using
  • +Iterate to improve output quality
  • +Document successful prompt patterns

✗ Don't

  • Don't use without understanding skill limitations
  • Don't skip validation of outputs
  • Don't share sensitive information in prompts
  • Don't expect skill to replace human judgment

💡 Pro Tips

  • Be specific about desired format and style
  • Ask for multiple options to choose from
  • Request explanations to understand reasoning
  • Combine AI efficiency with human expertise

When to Use This

✓ Use When

Use when skill capabilities match your task, clear ROI on time saved, and you can validate outputs. Best for repetitive tasks, learning, and quality improvement.

✗ Avoid When

Avoid when task requires deep expertise you can't validate, involves sensitive decisions, or when learning process is more valuable than speed of completion.

Learning Path

  1. 1Familiarize yourself with skill capabilities and limitations
  2. 2Start with low-risk, non-critical tasks
  3. 3Progress to more complex and valuable use cases
  4. 4Build expertise through regular use and experimentation

Discussion

Product Hunt–style comments (not star reviews)
  • No comments yet — start the thread.
general reviews

Ratings

4.857 reviews
  • Kwame Gonzalez· Dec 24, 2024

    penetration-testing reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Shikha Mishra· Dec 20, 2024

    Solid pick for teams standardizing on skills: penetration-testing is focused, and the summary matches what you get after install.

  • Chinedu Haddad· Dec 16, 2024

    penetration-testing is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.

  • Soo Srinivasan· Dec 12, 2024

    Registry listing for penetration-testing matched our evaluation — installs cleanly and behaves as described in the markdown.

  • Chinedu Ndlovu· Dec 8, 2024

    Solid pick for teams standardizing on skills: penetration-testing is focused, and the summary matches what you get after install.

  • Soo Singh· Dec 4, 2024

    penetration-testing has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • Ama Okafor· Nov 27, 2024

    We added penetration-testing from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.

  • Chinedu Rahman· Nov 23, 2024

    penetration-testing fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.

  • Mia Gonzalez· Nov 19, 2024

    penetration-testing reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Rahul Santra· Nov 11, 2024

    We added penetration-testing from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.

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