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Security audit

tracking-youtube-trending-topics-by-niche

Security checks for vulnerabilities and agentic risk

Overview

This skill uses Apify to research YouTube trends and the external API use is disclosed and aligned with that purpose.

Install only if you are comfortable using an Apify token for YouTube scraping. Review any generated search inputs before running them, and be aware that saved CSV/JSON files may contain YouTube research results from your query.

SkillSpector

Vulnerability Patterns
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • 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 (2)

External Transmission

Medium
Category
Data Exfiltration
Content
**REST API fallback:**
```bash
curl -X POST   "https://api.apify.com/v2/acts/apidojo~youtube-scraper/runs?token=$APIFY_TOKEN"   -H "Content-Type: application/json"   -d '{"searchKeywords": ["personal finance tips", "best investing 2026", "investing for beginners"], "maxResults": 50}'
```

### Step 2: Analyze Title Patterns
Confidence
60% confidence
Finding
Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.

External Transmission

Medium
Category
Data Exfiltration
Content
**REST API fallback:**
```bash
curl -X POST   "https://api.apify.com/v2/acts/apidojo~youtube-scraper/runs?token=$APIFY_TOKEN"   -H "Content-Type: application/json"   -d '{"searchKeywords": ["personal finance tips", "best investing 2026", "investing for beginners"], "maxResults": 50}'
```

### Step 2: Analyze Title Patterns
Confidence
50% confidence
Finding
Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.

Static analysis

No suspicious patterns detected.