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Security audit

Ai Human Centered Approach

Security checks for vulnerabilities and agentic risk

Overview

This is a non-executable guidance skill for human-centered AI rollout planning, with no evidence of hidden commands, data access, persistence, or privilege use.

This skill is reasonable to install if you want structured help planning employee-centered AI deployments. Be aware that its broad description may cause it to activate in general workplace AI conversations, so review whether that routing behavior fits your workflow.

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 (1)

Vague Triggers

Low
Category
Not specified by scanner
Confidence
92% confidence
Finding

The manifest description lists several expansive situations such as 'when employees resist AI adoption' and 'when an AI project is failing,' but it does not define specific invocation phrases, constraints, or negative examples. In a manifest file, this kind of broad applicability can cause the skill to match many general workplace-AI discussions unintentionally.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.