image-integrity

Audit research images for integrity using ImageJ and Python scripts.

6|2|Updated Jun 11, 2026
One-click install
npx skills add https://github.com/pradyumnasagar/open-research-skills --skill image-integrity
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: image-integrity
Source: https://github.com/pradyumnasagar/open-research-skills/tree/main/skills/ethics-compliance/image-integrity
Command: npx skills add https://github.com/pradyumnasagar/open-research-skills --skill image-integrity

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill addresses the challenge of maintaining the integrity of research images through best practices, tools for detection, and guidelines for documentation.

Core Features & Use Cases

  • Image Preparation: Offers detailed guidelines for preparing research images for publication.
  • Review & Audit: Provides tools and methods for reviewing and auditing images for manipulation or inconsistencies.
  • Documentation: Encourages comprehensive documentation of image processing steps and data.

Quick Start

Run the image-integrity skill to audit the image 'western_blot.tif' for integrity issues.

Frequently Asked Questions about image-integrity

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

FAQPage Schema
How do I audit research images for integrity before manuscript submission?

To audit research images for integrity, you can use ImageJ's Proofreader plugin and Python scripts to detect duplications and manipulation. This skill provides guidelines for reviewing images to ensure compliance with publication best practices.

What constitutes image manipulation in research publications?

Image manipulation in research publications includes altering images to misrepresent data, such as duplicating bands or adjusting contrasts excessively. This skill audits images to detect inconsistencies and enforces documentation of all processing steps.

Can I use Python scripts to check western blot images for duplication?

Yes, you can use Python scripts to check western blot images for duplication. The skill applies these scripts alongside ImageJ's Proofreader plugin to scan for inconsistencies and duplicated image regions.

What is the best way to document image processing steps for a post-publication review?

The best way to document image processing is to comprehensively record every preparation and manipulation step. This skill provides guidelines to ensure your documentation meets the standards required for post-publication reviews.

Does this skill require ImageJ to review research image integrity?

ImageJ's Proofreader plugin is required for specific review tasks. The skill uses this tool alongside Python scripts to perform duplication checks and audit research images against best practice guidelines.