ad-performance-loop

MEDIUM W011: Third-party content exposure detected (indirect prompt injection risk).

• Third-party content exposure detected (high risk: 0.80). The workflow explicitly requires "ad-research (scan competitors for new angles)" in the weekly cycle and uses those competitor-derived angles in the regeneration brief, which indicates the agent is expected to ingest and act on public third-party (competitor) content.