Security audit
Academic Paper Summarizer
Security checks for vulnerabilities and agentic risk
Overview
This is a simple academic paper summarization skill with no bundled executable code, hidden behavior, credentials, persistence, or network access found.
Safe to install from the reviewed artifact. If you later obtain the referenced Python scripts or install the listed dependencies, verify they come from the expected source before running them, and only process PDFs you intend the summarizer to read.
Vulnerability Patterns
- Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
- Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
- Privilege EscalationExcessive Permissions, Sudo/Root Execution, Credential Access
- Supply ChainUnpinned Dependencies, External Script Fetching, Obfuscated Code
- Excessive AgencyUnrestricted Tool Access, Autonomous Decision Making, Scope Creep
Static analysis
No suspicious patterns detected.