diff --git a/.claude/skills/character-pipeline/SKILL.md b/.claude/skills/character-pipeline/SKILL.md
index 3bf2a7f..c698dbf 100644
--- a/.claude/skills/character-pipeline/SKILL.md
+++ b/.claude/skills/character-pipeline/SKILL.md
@@ -133,6 +133,18 @@ What "good" looks like on Taila, for calibration:
 | Solver cost | ~2.6 ms/character | 10 ms |
 | Stride vs. travel direction | < 10° (except a capped sidestep) | 90° |
 
+## Characters currently shipping
+
+| Skin | Source | Meshes | Cloth chains |
+|---|---|---|---|
+| taila | rigged, Sketchfab CC-BY | 18 | 35 |
+| kiyoko | VRoid, CC-BY | 13 | 20 |
+| aria | VRoid, CC-BY | 15 | 15 |
+| momo | VRoid, CC-BY | 5 | 9 |
+| hikari | VRoid, CC-BY | 13 | 10 *(zero-length — do not simulate)* |
+| miku | unrigged source, auto-rigged | 1 | 19 *(hair grown)* |
+| mannequin | Quaternius CC0, from the animation library | 1 | 0 *(no costume)* |
+
 ## Known-unsolved
 
 - **Peak cloth clipping** in a run, slide and dash sits at ~95 mm of thigh
diff --git a/.claude/skills/character-pipeline/references/rigging.md b/.claude/skills/character-pipeline/references/rigging.md
index e038859..87d330d 100644
--- a/.claude/skills/character-pipeline/references/rigging.md
+++ b/.claude/skills/character-pipeline/references/rigging.md
@@ -19,6 +19,31 @@ are `DEF-spine`, her head is `DEF-spine.006`, and she has **no bone with "neck"
 in its name at all** — unresolved, every lean, aim pitch and slide head-lift
 silently did nothing.
 
+### Names lie. Anatomy does not.
+
+Four sources that were not authored against the library's spelling each broke
+role resolution in a different way. All four fixes are in; the lesson is that
+**anything guessing anatomy from a name needs a structural fallback.**
+
+- A bare `leg` is the SHIN on Mixamo (`LeftUpLeg` is the thigh) and the THIGH on
+  a rig whose shin is called `knee`. Same token, opposite bones, both common. So
+  `RigRoles` walks the leg upward from the foot and fills in whatever the names
+  could not, stepping over twist bones.
+- Claims are granted **longest-stem first**. Taking the first role in
+  `LIMB_ORDER` that matched at all let shin's catch-all `"leg"` beat thigh's
+  exact `"upperleg"`, and the outcome depended on bone iteration order.
+- Cosmetic and spring classes accept a **two-character positional suffix**:
+  `HairFL`, `HairFR`, `HairF_Top` tokenise to `hairfl` and matched nothing, so a
+  character imported with no hair chains at all. Two characters is short enough
+  that `forearm` and `earring` are still not swept in.
+- VRoid spells legs `UpperLeg`/`LowerLeg`. Any CHECK that name-matches
+  `thigh`/`shin` will silently pass or silently fail on it — see
+  `verification.md`.
+
+If a new source fails with `could not identify these bones`, dump the joint names
+first (`separation.md` has a no-Blender snippet) and decide whether it is a
+missing stem or a case only anatomy can settle.
+
 ## Rebuilding the hierarchy
 
 A Rigify DEF-rig exports its chain roots parented straight to the armature root,