@@ -246,15 +246,16 @@ mapping (`BLENDER_EEVEE` on 5.x, `BLENDER_EEVEE_NEXT` on 4.2-4.5).
 </tr>
 <tr>
 <td width="46%" valign="middle">
-<a href="examples/shader-node-group/"><img src="examples/shader-node-group/preview.webp" alt="Shader node group: a teal sphere and a magenta sphere sharing one TintedGloss node group with different Tint parameters" /></a>
+<a href="examples/shader-node-group/"><img src="examples/shader-node-group/preview.webp" alt="Shader node group: five speckled stoneware mugs in oxblood, amber, celadon, teal and cobalt sharing one DippedGlaze node group with different Tint parameters" /></a>
 </td>
 <td valign="middle">
 
 ### [shader-node-group](examples/shader-node-group/)
 
-One reusable `TintedGloss` group declared via `tree.interface.new_socket`, instanced in two
+One reusable `DippedGlaze` group declared via `tree.interface.new_socket`, instanced in five
 materials with different Tint values. Witnesses the grouping contract: shared datablock
-(`users == 2`), parameters on the group **node** — two spheres, one group, two colors.
+(`users == 5`), parameters on the group **node** — five mugs share one foot band, dip line
+and speckle, and differ only in colour.
 
 </td>
 </tr>
 
@@ -420,12 +420,12 @@ <h2><a href="bmesh-gear/">bmesh-gear</a></h2>
       </article>
       <article class="card" data-tags="materials node-groups">
         <a class="card-media" href="shader-node-group/" tabindex="-1" aria-hidden="true">
-          <img src="assets/shader-node-group-hero.webp" alt="Two glossy spheres, one teal and one magenta, sharing one shader group." loading="lazy" decoding="async" />
+          <img src="assets/shader-node-group-hero.webp" alt="Five speckled stoneware mugs in oxblood, amber, celadon, teal and cobalt on a walnut riser, each with the same bare clay foot and wavy dip line from one shared glaze group." loading="lazy" decoding="async" />
         </a>
         <div class="card-body">
           <h2><a href="shader-node-group/">shader-node-group</a></h2>
-          <p class="teaches">One reusable shader group declared via tree.interface.new_socket, instanced in two materials with different Tint values — two spheres, one group, two colors.</p>
-          <p class="witnesses"><span class="tag">witnesses</span> Grouping contract: interface sockets appear on every instance, both materials share one group datablock (users == 2), and per-material parameters live on the group node, not inside the tree.</p>
+          <p class="teaches">One reusable shader group declared via tree.interface.new_socket, instanced in five materials with different Tint values — one dipped-glaze group, five stoneware mugs, five colors.</p>
+          <p class="witnesses"><span class="tag">witnesses</span> Grouping contract: interface sockets appear on every instance, all five materials share one group datablock (users == 5), and per-material parameters live on the group node, not inside the tree.</p>
           <a class="card-link" href="shader-node-group/">View example<span class="sr-only"> shader-node-group</span> <span aria-hidden="true">&rarr;</span></a>
         </div>
       </article>
 
@@ -99,9 +99,9 @@
     {
       "name": "shader-node-group",
       "dir": "examples/shader-node-group",
-      "teaches": "One reusable shader group declared via tree.interface.new_socket, instanced in two materials with different Tint values — two spheres, one group, two colors.",
-      "alt": "Two glossy spheres, one teal and one magenta, sharing one shader group.",
-      "witnessesFix": "Grouping contract: interface sockets appear on every instance, both materials share one group datablock (users == 2), and per-material parameters live on the group node, not inside the tree.",
+      "teaches": "One reusable shader group declared via tree.interface.new_socket, instanced in five materials with different Tint values — one dipped-glaze group, five stoneware mugs, five colors.",
+      "alt": "Five speckled stoneware mugs in oxblood, amber, celadon, teal and cobalt on a walnut riser, each with the same bare clay foot and wavy dip line from one shared glaze group.",
+      "witnessesFix": "Grouping contract: interface sockets appear on every instance, all five materials share one group datablock (users == 5), and per-material parameters live on the group node, not inside the tree.",
       "hero": "docs/gallery/assets/shader-node-group-hero.webp",
       "preview": "examples/shader-node-group/preview.webp",
       "tags": [
 
@@ -1,24 +1,33 @@
 # Shader Node Group
 
-A runnable example that declares a reusable `TintedGloss` shader group through
+A runnable example that declares a reusable `DippedGlaze` shader group through
 `tree.interface.new_socket` — the 4.x/5.x API that replaced `tree.inputs`/`tree.outputs` —
-and instances it in two materials with different parameters, following
+and instances it in five mug materials with different parameters, following
 [`procedural-materials-and-shaders`](../../skills/procedural-materials-and-shaders/SKILL.md)
 and the [`shader-node-group`](../../snippets/shader-node-group.py) snippet.
 
 **What it witnesses:** the grouping contract. Sockets declared on the interface appear on
-every group-node instance; both materials share ONE group datablock (`users == 2`); and the
-per-material Tint lives on the group **node**, not inside the group — set it inside the tree
-and every material changes at once. The render is the proof: two spheres, one group, two
-colors.
+every group-node instance; all five materials share ONE group datablock (`users == 5`); and
+the per-material Tint lives on the group **node**, not inside the group — set it inside the
+tree and every mug changes at once.
+
+**The render is the proof.** The group is a dipped stoneware glaze: bare buff clay at the
+foot, a wavy dip line, iron speckle through clay and glaze alike, and a glaze that breaks
+back toward clay over the rim. All of that lives inside the group, so the five mugs — a
+warm-to-cool lineup of oxblood, amber, celadon, teal and cobalt — carry the same foot band,
+the same dip line, the same speckle field and the same rim break. Only the instance-level
+Tint differs. If Tint were baked into the group, the lineup would be one colour; if each
+material built its own tree, the shared character would be a copy rather than one
+datablock (the check's `users` gate).
 
 ## Staging
 
-The still renders under the Standard view transform on the dark house
-stage; it had no view transform set, so AgX washed both tints toward
-pastel over a lighter floor. The key is larger and softer (the glossy
-spheres had mirrored it as a hard white square), and the camera aims
-at the sphere centres. Render path only.
+A staggered shop-display lineup on the dark house stage: the odd mugs stand on a low
+walnut riser behind the even ones, so five mugs fill the frame without shrinking to a
+thin strip. Handles all turn the same way so the only thing that changes along the row is
+colour. The still renders under the Standard view transform (AgX would wash the five
+tints toward pastel); the key's spread is narrowed so it lights the mugs, not the back
+wall, and a warm wedge sits between the riser and the wall. Render path only.
 
 ## Run
 
@@ -30,8 +39,8 @@ blender --background --python shader_node_group.py --
 blender --background --python shader_node_group.py -- --same-tint
 
 # Also render a still (EEVEE on a GPU host; use --engine cycles on GPU-less hosts):
-blender --background --python shader_node_group.py -- --output spheres.png
-blender --background --python shader_node_group.py -- --output spheres.png --engine cycles
+blender --background --python shader_node_group.py -- --output mugs.png
+blender --background --python shader_node_group.py -- --output mugs.png --engine cycles
 ```
 
 ## Exit codes
@@ -45,9 +54,9 @@ against it. `10` is the shared framing helper.
 | 1 | Uncaught exception (FATAL wrapper) |
 | 2 | argparse / usage |
 | 3 | Interface sockets missing Tint / Roughness / Shader |
-| 4 | Group datablock `users` ≠ 2 |
+| 4 | Group datablock `users` ≠ number of mug materials (5) |
 | 5 | Instance points at a different node tree |
-| 6 | Instance Tint values identical (`--same-tint` lands here) |
+| 6 | Instance Tint values not pairwise distinct (`--same-tint` lands here) |
 | 7 | `--output` produced no file |
 | 10 | Gallery framing violation |