ScopeForgeX

Stage-Based Cybersecurity Workflow Automation Framework

Transforming penetration testing activities into a structured, repeatable, and report-driven security assessment workflow.

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Overview

• ScopeForgeX is a stage-driven cybersecurity workflow automation framework designed to organize penetration testing activities into a controlled, repeatable assessment pipeline.

• Instead of manually running individual security tools and collecting scattered outputs, ScopeForgeX provides a unified workflow engine that manages:

  • Scope validation
  • Reconnaissance
  • Enumeration
  • Vulnerability identification
  • Analyst-assisted validation preparation
  • Artifact collection
  • Automated reporting

• The goal is not to replace penetration testers.

• The goal is to reduce repetitive operational work and provide a structured assessment workflow while keeping security decisions under analyst control.

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Why ScopeForgeX?

• Traditional penetration testing workflows often involve:

Traditional Workflow	ScopeForgeX Approach
Manually execute many tools	Stage-based automation
Scattered output files	Centralized artifact management
Inconsistent assessment flow	Repeatable workflow pipeline
Manual report preparation	Automated reporting
No execution history	Runtime tracking and metadata

• ScopeForgeX brings software engineering principles into offensive security workflows:

  • Modularity
  • Separation of responsibilities
  • Repeatability
  • Structured results
  • Automation safety

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Architecture

                         User

                          |
                          v

                  CLI Dashboard

                          |
                          v

                 Workflow Engine

                          |
        +-----------------+-----------------+

        |                 |                 |

     Recon            Enumeration       Validation

        |                 |                 |

        +-----------------+-----------------+

                          |

                          v

              Vulnerability Intelligence

                          |

                          v

                Reporting Engine

                          |

             +------------+------------+

             |                         |

        Markdown Report          JSON Report

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Workflow Pipeline

• ScopeForgeX follows a professional assessment structure:

STAGE 0
Scope Validation
        |
        v
STAGE 1
Reconnaissance
        |
        v
STAGE 2
Enumeration
        |
        v
STAGE 3
Vulnerability Assessment
        |
        v
STAGE 4
Exploitation Preparation
        |
        v
STAGE 5
Post Assessment Preparation
        |
        v
STAGE 6
Reporting

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Features

Stage-Based Execution

• Each security activity is isolated into independent stages:

Stage	Function
Stage 0	Authorization and scope validation
Stage 1	Attack surface discovery
Stage 2	Technology and service enumeration
Stage 3	Vulnerability identification
Stage 4	Analyst-assisted exploit preparation
Stage 5	Post-assessment preparation
Stage 6	Automated reporting

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Execution Profiles

FAST Profile

• Designed for quick assessments.

• Workflow:

  Scope
   |
  Recon
   |
  Vulnerability Assessment
   |
  Reporting
  

• Suitable for:

  • Initial reconnaissance
  • Bug bounty preparation
  • Rapid attack surface analysis

---

FULL_SAFE Profile

• Designed for broader assessments.

• Workflow:

  Scope
   |
  Recon
   |
  Enumeration
   |
  Vulnerability Assessment
   |
  Exploit Preparation
   |
  Post Assessment Preparation
   |  
  Reporting
  

• Higher-risk activities are prepared for manual review.

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Security Model

• ScopeForgeX follows a controlled automation approach.

Automatically Executed

• Scope processing
• Recon workflows
• Enumeration
• Vulnerability scanning
• Artifact collection
• Report generation

Analyst-Controlled

• Exploitation
• Credential attacks
• Payload generation
• Pivoting
• Post-exploitation actions

Prepared commands are generated for review.

They do not represent successful exploitation.

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Supported Integrations

Reconnaissance

Tool	Purpose
Subhunt	Subdomain discovery
httpx	Host validation
Katana	Optional endpoint discovery

---

Enumeration

Tool	Purpose
WhatWeb	Technology fingerprinting
wafw00f	WAF detection
FFUF	Content discovery
enum4linux-ng	SMB enumeration
snmpwalk	SNMP enumeration

---

Vulnerability Identification

Tool	Purpose
Nuclei	Template-based vulnerability identification

• Nuclei results are processed into:

  • JSONL vulnerability data
  • Finding summaries
  • Severity statistics
  • Reporting artifacts

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Analyst-Assisted Preparation

• ScopeForgeX prepares analyst-reviewed workflows for:

Tool	Purpose
SQLMap	SQL injection testing preparation
Dalfox	XSS testing preparation
XSStrike	XSS testing preparation
SSTImap	SSTI testing preparation
SearchSploit	Exploit research preparation
Chisel	Tunneling preparation
Hydra	Credential testing preparation
John	Password analysis preparation
Hashcat	Password recovery preparation
Medusa	Credential testing preparation

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Reporting Engine

• ScopeForgeX automatically generates professional assessment reports.

• Generated outputs:

report.md
report.json

• Reports contain:

  • Assessment information
  • Workflow execution summary
  • Stage results
  • Tool results
  • Vulnerability summaries
  • Severity overview
  • Generated artifacts
  • Analyst guidance

• Example:

  outputs/
  
  └── target/
  
      ├── recon/
  
      ├── enum/
  
      ├── vuln/
  
      ├── exploit/
  
      ├── post/
  
      ├── report.md
  
      └── report.json
  

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Example Execution

$ python3 scopeforgex.py


╭──────────────────────────╮
│ ScopeForgeX Dashboard    │
╰──────────────────────────╯


STAGE 0 — SCOPE

STAGE 1 — RECON

STAGE 3 — VULNERABILITY ASSESSMENT

STAGE 6 — REPORTING


[✔] Workflow completed successfully

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Installation

Requirements

• Python 3.10+
• Linux environment
• Security tools required by selected workflow

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Clone Repository

git clone https://github.com/VikashChoudhary-04/ScopeForgeX.git

cd ScopeForgeX

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Create Environment

python3 -m venv .venv

source .venv/bin/activate

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Install Dependencies

pip install -r requirements.txt

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Usage

• Start ScopeForgeX:

  python3 scopeforgex.py

• Select:

  1. Run FAST Profile
  2. Run FULL_SAFE Profile
  3. Install Tools
  4. View Last Run
  5. Exit
  

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Repository Structure

ScopeForgeX/

├── config/
│
├── scopeforgex/
│   ├── stages/
│   ├── tools/
│   ├── registry/
│   ├── workflow.py
│   └── cli.py
│
├── reporting/
│   ├── models.py
│   ├── report_generator.py
│   ├── json_exporter.py
│   └── parsers/
│
├── outputs/
│
├── requirements.txt
│
├── scopeforgex.py
│
└── README.md

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Engineering Highlights

• ScopeForgeX demonstrates:

  • Python software architecture
  • CLI application development
  • Offensive security workflow design
  • Security tool orchestration
  • Modular stage systems
  • Runtime state management
  • Automated report generation
  • Machine-readable security output

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Current Limitations

• ScopeForgeX intentionally does not:

  • Automatically exploit vulnerabilities
  • Claim compromise of systems
  • Replace professional penetration testing
  • Replace manual validation

• Automated results require analyst review.

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Future Roadmap

• Potential improvements:

  • CVSS scoring automation
  • Evidence management
  • Advanced report templates
  • Plugin-based architecture
  • Additional export formats
  • Workflow checkpoints
  • Dashboard analytics

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Ethical Use

• ScopeForgeX must only be used against:

  • Systems you own
  • Authorized penetration testing targets
  • Security laboratories
  • CTF environments

• Always obtain proper authorization before security testing.

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License

• MIT License

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ScopeForgeX

A modular cybersecurity workflow automation framework built for structured security assessments.