viral-replicator

Pass

Audited by Gen Agent Trust Hub on Oct 1, 2026

Risk Level: SAFEINDIRECT_PROMPT_INJECTIONCOMMAND_EXECUTIONEXTERNAL_DOWNLOADS
Full Analysis
  • [INDIRECT_PROMPT_INJECTION]: The skill processes untrusted data scraped from external websites, creating a surface for indirect prompt injection attacks.
  • Ingestion points: Untrusted data enters the agent context through raw-post.json and raw-reviews.json files generated by scraping scripts.
  • Boundary markers: The LLM prompts in prompts/deconstruct-viral.md and prompts/review-to-ad.md do not utilize delimiters or specific instructions to ignore malicious commands embedded within the scraped content.
  • Capability inventory: The skill can write files to the local output/ directory and interact with external video generation tools via the Higgsfield MCP.
  • Sanitization: No sanitization or filtering is applied to the external content before it is processed by the LLM.
  • [COMMAND_EXECUTION]: The skill executes local Node.js scripts to handle data retrieval.
  • Evidence: SKILL.md instructs the agent to run node skills/viral-replicator/scripts/fetch-ig-post.mjs <URL> and node skills/viral-replicator/scripts/scrape-g2-reviews.mjs <URL>.
  • Risk: User-provided URLs are passed as command-line arguments, which could facilitate command injection if the execution environment does not sanitize shell metacharacters.
  • [EXTERNAL_DOWNLOADS]: The skill automates data extraction from various third-party domains.
  • Evidence: The provided scripts use the playwright library to browse and fetch data from instagram.com, tiktok.com, youtube.com, g2.com, and trustpilot.com based on user input.
Audit Metadata
Risk Level
SAFE
Analyzed
Oct 1, 2026, 11:55 PM