Sample Size (Basic)

Security checks across malware telemetry and agentic risk

Overview

This is a simple local sample-size calculator; the main caution is ordinary dependency hygiene, not malicious behavior.

Install in a virtual environment and consider pinning reviewed numpy and scipy versions or using a lockfile. Treat outputs as planning aids for qualified review, not clinical advice. The reviewed artifact does not read private files, write results to disk, contact the network, or request credentials.

SkillSpector

By NVIDIA
Vulnerability Patterns
  • Supply ChainUnpinned Dependencies, External Script Fetching, Obfuscated Code
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Privilege EscalationExcessive Permissions, Sudo/Root Execution, Credential Access
  • Excessive AgencyUnrestricted Tool Access, Autonomous Decision Making, Scope Creep
Findings (4)

Unpinned Dependencies

Low
Category
Supply Chain
Content
numpy
scipy
Confidence
96% confidence
Finding
numpy

Unpinned Dependencies

Low
Category
Supply Chain
Content
numpy
scipy
Confidence
96% confidence
Finding
scipy

Known Vulnerable Dependency: numpy — 10 advisory(ies): CVE-2014-1859 (Numpy arbitrary file write via symlink attack); CVE-2021-41495 (NumPy NULL Pointer Dereference); CVE-2021-33430 (NumPy Buffer Overflow (Disputed)) +7 more

Critical
Category
Supply Chain
Confidence
90% confidence
Finding
numpy

Known Vulnerable Dependency: scipy — 4 advisory(ies): CVE-2013-4251 (SciPy creates insecure temporary directories); CVE-2013-4251 (The scipy.weave component in SciPy before 0.12.1 creates insecure temporary dire); CVE-2023-25399 (A refcounting issue which leads to potential memory leak was discovered in scipy) +1 more

High
Category
Supply Chain
Confidence
88% confidence
Finding
scipy

VirusTotal

65/65 vendors flagged this skill as clean.

View on VirusTotal