Zero-install demo

DevTool Answer Monitor

Track what LLMs say before users choose your developer tool. This viewer is powered by version-controlled sample runs in the repository.

Open GitHub Read benchmarks

What this page shows

  • MinerU baseline vs T+7 vs T+14
  • Sciverse API funnel-stage snapshot
  • Top repair candidates from public sample data

Funnel-stage slices

Repair backlog

Open, version-controlled sample issues.

Why this matters

This is not a mock dashboard. It is a static viewer over repository artifacts, so every number you see here can be traced back to a committed summary file.

Open sample summary Open Sciverse summary