The system enforces competitor co-link policies by injecting approved source shortlists and banned competitor lists into generation prompts, while automatically validating finished drafts using strict boundary matching so any article citing or mentioning a banned domain is folded with a 'banned-link' verdict.

flowchart LR
    A[Red Team Draft Generated] --> B[Regex Boundary Scan]
    B -->|Banned Domain Found| C[Verdict: banned-link / Folded]
    B -->|Clean| D[Blue Team Detector]
    D -->|Detected Target Link| E[Verdict: detected / Folded]
    D -->|Passed Clean| F[Saved to Article Library]