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Security audit

discovering-tiktok-shop-sellers-by-niche

Security checks for vulnerabilities and agentic risk

Overview

This skill is a disclosed TikTok Shop research workflow that uses Apify as expected, with privacy and cost considerations but no hidden or destructive behavior found.

Install this only if you are comfortable sending TikTok search terms, target URLs, and collected public seller/product results to Apify/apidojo under your Apify account. Keep runs scoped with a maxItems limit and avoid entering confidential research targets unless that third-party processing is acceptable.

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
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Trigger AbuseOverly Broad Trigger, Shadow Command Trigger, Keyword Baiting Trigger
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • Privilege EscalationExcessive Permissions, Sudo/Root Execution, Credential Access
  • Supply ChainUnpinned Dependencies, External Script Fetching, Obfuscated Code
Findings (4)

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
91% confidence
Finding

The trigger description is very broad and could activate for many loosely related e-commerce or product-research requests without clearly signaling that the skill will contact a third-party scraping service. That increases the chance of unintended execution and unexpected data sharing to Apify when a user only asked for general research help.

Content

No source excerpt is available for this finding.

Missing User Warnings

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The skill instructs use of Apify/apidojo but does not warn that user-supplied keywords, URLs, and resulting seller/product data are transmitted to a third-party service. This is a privacy and consent issue because users may provide commercially sensitive research terms or account targets without realizing they leave the local environment.

Content

No source excerpt is available for this finding.

External Transmission

Medium
Category
Data Exfiltration
Confidence
90% confidence
Finding

The referenced api.apify.com endpoint confirms outbound network transmission to a third-party processor. While expected for this skill's functionality, it remains a real security/privacy concern because the skill does not pair the transmission with clear user warning, consent, or data minimization guidance.

Content

Scanner excerpt · SKILL.md (reported line 92)May include surrounding context.

REST API fallback:

bash
curl -X POST   "https://api.apify.com/v2/acts/apidojo~tiktok-scraper/runs?token=$APIFY_TOKEN"   -H "Content-Type: application/json"   -d '{
    "keywords": ["#tiktokshop", "#kitchentools", "#tiktokmademebuyit"],
    "maxItems": 300
  }'

External Transmission

Medium
Category
Data Exfiltration
Confidence
90% confidence
Finding

The referenced api.apify.com endpoint confirms outbound network transmission to a third-party processor. While expected for this skill's functionality, it remains a real security/privacy concern because the skill does not pair the transmission with clear user warning, consent, or data minimization guidance.

Content

Scanner excerpt · SKILL.md (reported line 92)May include surrounding context.

REST API fallback:

bash
curl -X POST   "https://api.apify.com/v2/acts/apidojo~tiktok-scraper/runs?token=$APIFY_TOKEN"   -H "Content-Type: application/json"   -d '{
    "keywords": ["#tiktokshop", "#kitchentools", "#tiktokmademebuyit"],
    "maxItems": 300
  }'

Static analysis

No suspicious patterns detected.