AI Visibility Panel Design

Turn accepted cells into a defensible measurement plan. Do not generate prompts or invent precision.

This skill inherits the ethical floor from skills/ETHICS.md. It enforces anti-hallucination, explicit denominators, and decay-aware versioning. Anti-spray and human-send are not applicable.

Inputs

Require:

• measurement charter;
• prompt_architecture.json;
• QA-approved candidates and complete rejection ledger;
• evidence-backed weight inputs, if any;
• run and review budget;
• variance-pilot observations, when available;
• prior panel version and campaign registry, when applicable.

Never inspect target baseline performance during selection.