ctf-stego

Detect and extract hidden data from media files using steganography tools.

1|Updated Feb 6, 2026
One-click install
npx skills add https://github.com/ramzxy/CTF --skill ctf-stego
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ctf-stego
Source: https://github.com/ramzxy/CTF/tree/main/.agents/skills/ctf-stego
Command: npx skills add https://github.com/ramzxy/CTF --skill ctf-stego

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps you detect and extract hidden information embedded in media files using steganography techniques to solve CTF challenges and security analyses.

Core Features & Use Cases

  • Image Steganography Analysis: Identify and extract hidden data from images using LSB, metadata, and format tricks.
  • Audio/Video Steganography: Analyze audio and video payloads for concealed messages or data, including spectrograms and encoded streams.
  • Use Case: Apply to capture-the-flag challenges, digital forensics investigations, and media file audits to locate flags or hidden payloads.

Quick Start

  • Basic analysis file image.png exiftool image.png strings image.png | grep -iE "flag|ctf" binwalk image.png xxd image.png | tail
  • Steganography tools steghide extract -sf image.jpg steghide extract -sf image.jpg -p "" zsteg image.png stegsolve
  • Python-based extraction from PIL import Image

Examples: load image and inspect pixels for anomalies

Frequently Asked Questions about ctf-stego

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I extract hidden data from an image for a CTF challenge?

To extract hidden data from an image, you can use steganography techniques like analyzing LSBs with zsteg, extracting payloads with steghide, or uncovering embedded files using binwalk.

What is the best way to analyze audio files for hidden steganography?

Analyzing audio steganography involves inspecting spectrograms and encoded streams to locate concealed messages or data within the media payload, often requiring specialized extraction tools.

How do I use binwalk and steghide to find hidden flags in media files?

Use binwalk to scan for embedded files or signatures within media, and use steghide to extract hidden data payloads from JPEG images, potentially utilizing empty passwords for basic CTF flags.

Do I need Python and PIL for programmatic steganography extraction?

Python and PIL are optional for programmatic steganography extraction, allowing you to load images and programmatically inspect pixels for anomalies or hidden data patterns.

What basic commands help detect hidden information in media files?

Basic detection involves running commands like file, exiftool, strings, and xxd to inspect file metadata, search for flag keywords, and analyze binary data tails for hidden information.

Does steganalysis with Stegsolve work for all image formats?

Steganalysis with Stegsolve focuses on applying various bit-plane filters and transformations to images, making it effective for analyzing format tricks and LSB hiding across standard image types.