User Experience Enhancer — Findings Post-Processor

Findings Post-Processor

GlobalAuxiliary

What this brain does

Improves readability of outputs by clustering flags into themes, deduping repeats, and rendering value vs non-value swimlanes.

Backstory

  1. Origin

    Designed to make complex risk data digestible and actionable.

  2. Today

    Transforms raw flag streams into beautiful, organized insights.

  3. Legend

    Turns overwhelming data into clear, actionable themes.

Capabilities (12)

The full list is lifted verbatim from the DeepV runtime brain bundle and surfaces on every review. Prime Brain enforces always-active output — no silent passes.

  • Dedupe by field and rule
  • Cluster flags by theme (DATA_GAPS, MATH_RECON, TYPE_RIGHTS_PARITY, ADU_SUPPORT, PUD/CCR, HAZARD/MPR, EXHIBITS, MC/TIME, COMPS, TITLE/PARCEL, FLOOD, WATER/SEPTIC/ROAD)
  • Pin top 3 per theme
  • Emit builder-friendly cards
  • Create value vs non-value swimlanes
  • Generate themed groups
  • Post-process findings for readability
  • Normalize flag streams from all modules
  • Apply value channel filtering
  • Fully expanded output enforcement
  • Audit log enabled
  • Show all work logic mode

Routing

Output behavior

  • Always active: true
  • Silent if clean: false
  • Fully expanded if triggered: true

Linked / resolver_for

No linked brains.

Routes to (2)

  • S9
  • S7

See User Experience Enhancer run on your appraisal

Pay-per-review pilot. We share the full review output and source/evidence trace.

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