Hybrid Portfolio Signal
Wave R4.8 — per-project attention index combining
frustration, regression, physical-boundary density, and user confidence.
Source:
/api/hybrid.json · ranking formula:
z(frustration) + z(regression) + z(boundary) + z(1 - confidence).
Project
Frustration
Regression 30d
Phys
Confidence
Legend
- Frustration bar
-
Red bar width = decayed frustration score from
v_project_frustration_score. Half-life 14 days over a 90-day window. Higher = more recent/louder friction signals. - Regression sparkline
-
Per-metric average velocity from
v_project_regression_velocityover 30 days. Baseline line = 0 (no change). Points plotted relative to project min/max velocity. Empty spark = cold start. - Boundary density dot
-
Ratio of physical-extension events to total events in
v_man_ai_boundary_density. Yellow = Liviu-heavy (>15%), green = balanced (>5%), blue = Claude-heavy, dashed ring = no data. - Confidence gauge
-
Score (0–1) from
v_user_confidence_to_approach_new_clients. Colour thresholds: red < 0.4, orange < 0.6, green ≥ 0.6. Tick indicates sample completeness. - Combined signal
- Z-score sum across all four inputs. Projects with empty ledgers surface cold-start flags rather than fabricated values (BIND-021). Top 30 by combined signal are rendered here.