Security audit

pareto-optimization

Security checks for vulnerabilities and agentic risk

Overview

This skill is a straightforward Pareto optimization reference with examples, and its only disk-writing behavior is a visible CSV export example.

Review the example before running it, especially the CSV output path, because it may create or overwrite pareto_models.csv in the current directory. No evidence of hidden execution, exfiltration, persistence, or privilege use was found.

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

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

Findings (1)

Missing User Warnings

Low

Category: Not specified by scanner
Confidence: 90% confidence
Finding: The skill includes an example that saves results to 'pareto_models.csv', which modifies user data on disk. The surrounding markdown does not warn that the example performs a file write or mention the output side effect.
Content: No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.