Evidence-assisted friction auditor

Find the friction your team stopped seeing

Five agents analyze your target flow using provided evidence to generate structured issue cards, flow maps, and product-structure inferences.

The Crew

Scout

Maps the target from provided evidence

Operator

Evaluates expected user paths

Breaker

Stress-tests edge cases and failure modes

Critic

Judges UX quality and trust signals

Synthesizer

Merges findings into structure hypothesis

What it is

  • • Structured evidence-driven analysis
  • • Canonical issue cards with confidence + basis
  • • Black-box structure hypothesis
  • • Mandatory blind-spot disclosure

What it is not (yet)

  • • Not a live browser crawler
  • • Not an autonomous site explorer
  • • Not a replacement for real user testing
  • • Findings are hypotheses, not ground truth
Black Soups — Evidence-assisted friction auditor