academic-pdf-redaction

Redact personal information from PDFs using pattern matching and PyMuPDF.

98|12|Updated May 15, 2026
One-click install
npx skills add https://github.com/agentscope-ai/PawBench --skill academic-pdf-redaction-agentscope-ai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: academic-pdf-redaction
Source: https://github.com/agentscope-ai/PawBench/tree/main/data/pawbench-v1.0/assets/T135_skillsbench_paper-anonymizer/skills/academic-pdf-redaction
Command: npx skills add https://github.com/agentscope-ai/PawBench --skill academic-pdf-redaction-agentscope-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill streamlines the redaction of identifying information from PDF documents for blind review anonymization, reducing the need for manual review.

Core Features & Use Cases

  • Text Redaction: Removes specific text matches, such as author names, affiliations, and email addresses, from PDFs.
  • Preservation of References: Ensures self-citations remain intact.
  • Pattern Matching: Allows for redaction using full names/phrases and specific patterns for venues, identifiers, and acknowledgments.
  • Verification: Checks that over 80% of the original text remains after redaction.
  • Use Case: Ideal for academic institutions or researchers needing to anonymize their publications for blind peer review.

Quick Start

Use the academic-pdf-redaction skill to anonymize the attached document 'paper.pdf'.

Frequently Asked Questions about academic-pdf-redaction

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

FAQPage Schema
How do I anonymize a PDF for blind peer review?

To anonymize a PDF for blind review, you can automate the redaction of author names, affiliations, and email addresses using pattern matching. This process removes personal data while preserving the document's references.

Does automated PDF redaction preserve self-citations and references?

Yes, automated PDF redaction is designed to preserve self-citations and references. While it removes identifying author details and acknowledgments, the system ensures that citation structures remain intact for the peer review process.

Can I use PyMuPDF for text redaction in academic papers?

Yes, you can use PyMuPDF for text redaction in academic papers. The redaction process is fully compatible with PyMuPDF for PDF manipulation, allowing you to remove specific text matches and identifiers programmatically.

How is PDF anonymization verified to ensure document integrity?

PDF anonymization is verified by checking that over 80% of the original text remains after redaction. This verification mechanism ensures that only targeted personal information is removed without destroying the document's core content.

What patterns can be redacted from an academic PDF?

You can redact full names, specific phrases, and patterns for venues, identifiers, and acknowledgments from an academic PDF. This targeted pattern matching ensures comprehensive removal of author affiliations and contact details.