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Security audit

Ai Startup CEO Evaluator

Security checks for vulnerabilities and agentic risk

Overview

This is a markdown-only advisory skill for evaluating AI startup job opportunities, with no code execution, persistence, credential access, or data movement.

This skill appears safe to install from a security perspective. Users should treat its startup-evaluation checklist as opinionated career advice, especially where it makes broad judgments about team composition, schools, funding, or equipment.

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)

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
83% confidence
Finding

The description says the skill should be used when the user "is considering joining a startup team" or asks questions like "how to evaluate a startup offer," which is relatively broad and may overlap with generic job-offer or career-advice conversations. Although examples are provided, the trigger scope is not tightly constrained to AI-startup-specific contexts throughout the invocation description.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
90% confidence
Finding

The phrase "Asks 'is this normal' about startup practices" is broad and overlaps with common everyday language, making it unclear when this skill should activate versus other general advisory skills. The file does not provide exclusion conditions or narrower constraints for this trigger.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.