competitor-profiling

Pass

Audited by Gen Agent Trust Hub on Aug 9, 2026

Risk Level: SAFEDATA_EXFILTRATIONPROMPT_INJECTION
Full Analysis
  • [DATA_EXFILTRATION]: The skill performs network operations to external, non-whitelisted domains as part of its research process.
  • The skill uses firecrawl and dataforseo tools to access arbitrary competitor URLs provided by the user to extract positioning, features, and pricing information.
  • It also accesses well-known review platforms such as G2 and Capterra to gather customer sentiment data.
  • [PROMPT_INJECTION]: The skill is susceptible to indirect prompt injection because it ingests and processes content from untrusted third-party websites.
  • Ingestion points: Untrusted data enters the agent context through firecrawl_scrape calls to arbitrary competitor URLs and review pages (SKILL.md).
  • Boundary markers: The skill implements a process where raw scraped data is saved to a local competitor-profiles/raw/ directory before being read for synthesis, providing a point for potential audit, though it does not automatically prevent injection.
  • Capability inventory: The skill has the capability to write files to the local filesystem (competitor-profiles/) and use network tools to reach external sites.
  • Sanitization: There are no explicit instructions within the skill to sanitize, filter, or ignore potential instructions embedded in the scraped markdown content before the agent synthesizes the final profile.
Audit Metadata
Risk Level
SAFE
Analyzed
Aug 9, 2026, 08:50 AM