fix(pockets): skip pocketing in high-density zones (eta > eta_solid)

High density (η > 0.7) means high stress → leave solid, no pocket.
Only low-density regions get lightweighted.

Scenario comparison with s_min=30, s_max=70:
- Baseline uniform (w=0.5): 78 pockets, 2886g
- Bottom-right heavy: 41 pockets, 3516g (bottom stays solid)
- Left-side mount: 27 pockets, 3799g (left stays solid)
- Center pressure: 15 pockets, 4295g (center stays solid)

tools/adaptive-isogrid/src/brain/pocket_profiles.py

@@ -299,6 +299,9 @@ def generate_pockets(triangulation, geometry, params):
                 eta = evaluate_density(mid[0], mid[1], geometry, params)
                 edge_thickness[edge] = density_to_rib_thickness(eta, params)
 
+    # Density threshold: triangles in high-density zones stay solid (no pocket)
+    eta_solid = params.get('eta_solid', 0.7)
+
     pockets = []
     for tri_idx, tri in enumerate(triangles):
         p0 = vertices[tri[0]]
@@ -309,6 +312,13 @@ def generate_pockets(triangulation, geometry, params):
         if tri_area < min_triangle_area:
             continue
 
+        # Check density at centroid — high density = leave solid
+        centroid_x = (p0[0] + p1[0] + p2[0]) / 3.0
+        centroid_y = (p0[1] + p1[1] + p2[1]) / 3.0
+        eta_c = evaluate_density(centroid_x, centroid_y, geometry, params)
+        if eta_c > eta_solid:
+            continue
+
         e01 = tuple(sorted([tri[0], tri[1]]))
         e12 = tuple(sorted([tri[1], tri[2]]))
         e20 = tuple(sorted([tri[2], tri[0]]))

tools/adaptive-isogrid/tests/params_adaptive_demo.json

@@ -0,0 +1,8 @@
+{
+  "s_min": 30.0,
+  "s_max": 70.0,
+  "R_0": 50.0,
+  "alpha": 1.5,
+  "beta": 0.4,
+  "adaptive_density": false
+}