product-hunt-scraper

Pass

Audited by Gen Agent Trust Hub on May 1, 2026

Risk Level: SAFECOMMAND_EXECUTIONEXTERNAL_DOWNLOADSPROMPT_INJECTION
Full Analysis
  • [COMMAND_EXECUTION]: The skill runs a Python script (scripts/scrape_producthunt.py) to manage the scraping process and filter results.
  • [EXTERNAL_DOWNLOADS]: The script performs network requests to app.gooseworks.ai (a vendor-associated domain) to retrieve product data through an Apify actor.
  • [PROMPT_INJECTION]: The skill processes untrusted content (product names, taglines, and descriptions) from Product Hunt. This creates an indirect prompt injection surface where malicious instructions embedded in a product listing could attempt to influence the agent's logic.
  • Ingestion points: External product data is fetched via the Apify API and ingested into the agent context through the products list in scripts/scrape_producthunt.py.
  • Boundary markers: No specific delimiters or instructions are used to isolate external content from the agent's primary instructions.
  • Capability inventory: The agent can execute local scripts and perform network operations using the requests library.
  • Sanitization: No content sanitization or filtering of executable instructions is performed on the scraped data before it is presented to the agent.
Audit Metadata
Risk Level
SAFE
Analyzed
May 1, 2026, 10:14 AM