Public transparency
Progress you can inspect, limits you can see.
This page publishes the current methodology snapshot, reproducibility checks, and benchmark boundaries. It does not turn activity into claims about users, security, or outcomes.
Current snapshot
What is established now
Published values are dated, versioned, and accompanied by their definition and limitation.
Reproducibility
A small benchmark, clearly bounded
The current benchmark tests the harness with synthetic fixture suggestions. No external model provider is enabled.
Adoption and review outcomes
Insufficient data is a valid result.
Aggregate reporting begins only when the published privacy threshold is met.
Raw usage
Live counts from the product database
Read directly from the database at request time, and withheld below the same privacy threshold.
Explore the methodology
Every pack and citation is inspectable here.
Versioned Control Packs, their evidence citations, and real-world grounding are published through this site, along with a dated changelog of what changed and when.
Limitations and corrections