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Security audit

Shopping Autopilot

Security checks for vulnerabilities and agentic risk

Overview

This shopping skill is openly about grocery automation, but it can affect carts, delivery slots, and orders without documenting clear consent or review controls.

Review carefully before installing. Only use this with retailer accounts if you are comfortable with an agent helping modify carts and book delivery slots, and require manual review before any order is submitted or payment-linked action is completed.

A.I.G

Vulnerability Patterns
  • Skill Instruction HijackingAlters the agent's session goals or safety constraints when the skill loads
  • Agent Memory PoisoningWrites attacker-controlled rules into memory that affect later sessions
  • Remote Payload Retrieval and ExecutionFetches external code whose behavior can change after review
  • Embedded Malicious CodeShips malicious scripts inside the skill and executes them locally
  • Unauthorized Access and Privilege EscalationObtains permissions beyond the task's legitimate needs

SkillSpector

Vulnerability Patterns
  • Trigger AbuseOverly Broad Trigger, Shadow Command Trigger, Keyword Baiting Trigger
  • 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
Findings (2)

Missing User Warnings

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The description highlights automation of meal planning, item addition, delivery slot booking, and order confirmation, but provides no warning that the skill can perform account-affecting and purchase-related actions. In this context, missing warnings materially increase the risk of users enabling or invoking the skill without understanding that it may modify carts, reserve slots, or place orders tied to real payment and address data.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
91% confidence
Finding

The usage examples are short, generic phrases like ordering groceries or booking a delivery slot, which are plausible in normal conversation and could unintentionally invoke the skill. In a shopping automation context, accidental activation is more dangerous because the skill can affect purchases, delivery reservations, and account-linked retailer actions.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.