Standards
Quality Loop
How the sites keep improving.
Current State
The Pi helper now produces deterministic checks by default and can use Ollama as an opt-in review layer.
Direction
Round-robin review should check page substance, metadata, links, images, and current-state claims.
Public Boundary
AI review supports decisions; it does not invent evidence.