ghostprompt
CommunityScan PDFs for prompt injections quickly
AuthorTuguberk
Version1.0.0
Installs0
System Documentation
What problem does it solve?
GhostPrompt detects prompt-injection attempts and other malicious content in PDFs, enabling safe AI workflows by preventing data leakage and instruction manipulation.
Core Features & Use Cases
- Layered 8-layer analysis covering metadata, invisible text, encoding/obfuscation, streams, zero-width characters, annotations/ObjStm, XMP metadata, and semantic camouflage.
- Outputs a verdict (SAFE, SUSPICIOUS, or DANGEROUS) to guide action in document processing pipelines.
- Useful in content moderation, enterprise document intake, and AI-assisted document analysis to quarantine risky files before processing.
Quick Start
Upload a PDF to GhostPrompt and request a safety assessment prior to ingestion.
Dependency Matrix
Required Modules
pdfminer.sixpikepdf
Components
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: ghostprompt Download link: https://github.com/Tuguberk/GhostPrompt/archive/main.zip#ghostprompt Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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