Pydantic Ai Agent Creation

Security checks across malware telemetry and agentic risk

Overview

This is an instruction-only PydanticAI guide with expected cautions around API keys and external model providers.

Installers should treat this as documentation for building agents. When using the examples in real code, keep provider API keys in environment variables or a secret manager, avoid hardcoding credentials, and only send prompts, dynamic instructions, and dependencies to model providers when that data is intended to leave the local environment.

SkillSpector

By NVIDIA
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

VirusTotal

66/66 vendors flagged this skill as clean.

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