Security audit

TikTok Ad Library & TikTok Creative Center & TikTok Ads Examples & TikTok Top Ads

Security checks for vulnerabilities and agentic risk

Overview

This skill is a disclosed PipiAds TikTok ad research integration, with the main risk being trust in its external npm MCP server and API key use.

Before installing, make sure you trust the pipiads-mcp-server npm package and use a revocable, scoped PipiAds API key; monitor credit usage because the skill explicitly consumes paid API credits.

A.I.G

Vulnerability Patterns

Insecure DependenciesIntroduces malicious components through unsafe dependency sources
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

Findings (1)

T08 · Insecure Dependencies

Error

Location: SKILL.md:6
Finding: Unaudited Third-Party npm Package Is Installed Globally and Executed with an API Credential
Content: View full analysis
Remediation: View remediation

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

Static analysis

No suspicious patterns detected.