kta-idea-pipeline

Pass

Audited by Gen Agent Trust Hub on Sep 4, 2026

Risk Level: SAFEINDIRECT_PROMPT_INJECTIONEXTERNAL_DOWNLOADS
Full Analysis
  • [INDIRECT_PROMPT_INJECTION]: The skill processes untrusted content from various public websites to synthesize app ideas, which represents a potential attack surface for indirect prompt injection.
  • Ingestion points: Phase 0 uses the WebFetch tool to retrieve data from user-generated content platforms listed in references/discovery-sources.md (e.g., Reddit, ProductHunt).
  • Boundary markers: The instructions lack explicit delimiters or instructions to the agent to ignore potential malicious prompts embedded within the fetched web content.
  • Capability inventory: The skill has file-writing capabilities (plans/{slug}/idea-brief.md) and the ability to chain execution to another skill (kta-prd-pipeline).
  • Sanitization: No explicit sanitization or filtering logic is defined for the external data before it is integrated into the agent's context.
  • [EXTERNAL_DOWNLOADS]: Fetches research data and trending information from well-known public services.
  • Evidence: references/discovery-sources.md contains URLs for the Google Play Store, ProductHunt, Reddit, and IndieHackers.
  • Note: These are well-known technology platforms and the data retrieval is aligned with the skill's primary purpose of idea discovery.
Audit Metadata
Risk Level
SAFE
Analyzed
Sep 4, 2026, 06:53 AM
Security Audit — agent-trust-hub — kta-idea-pipeline