ClawHub

Azure Ai Projects - Microsoft Foundry SDKs

Security checks across malware telemetry and agentic risk

Overview

This is a documentation-only Azure SDK skill aligned with Azure AI Foundry development, with a credential-handling caution for some examples.

Install this skill as Azure SDK documentation/examples. Use a virtual environment, confirm the Azure project endpoint, and run examples only with least-privilege Azure roles. Be especially careful with include_credentials=True and dataset credential APIs: only request credentials when necessary and never print, log, serialize, or send returned secrets to an agent or model prompt.

SkillSpector

By NVIDIA
Vulnerability Patterns
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • 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
Findings (2)

Missing User Warnings

Medium
Confidence
86% confidence
Finding
The acceptance criteria include examples that retrieve connections with `include_credentials=True` and then access connection fields without any warning about secret-handling, least privilege, or avoiding logging/printing credential material. In a developer-facing skill, this can normalize unsafe secret access patterns and increase the chance that generated code exposes sensitive connection data in logs, traces, notebooks, or downstream prompts.

Missing User Warnings

Medium
Confidence
87% confidence
Finding
The documentation demonstrates retrieving connections with `include_credentials=True` but provides no warning that the returned object may contain secrets or other sensitive authentication material. In an SDK reference used by developers building AI applications, this can normalize insecure handling patterns and lead to accidental logging, exposure in notebooks, debugging output, or propagation of credentials into agent/tool context.

VirusTotal

64/64 vendors flagged this skill as clean.

View on VirusTotal