Papay-Shooter/.claude/skills/character-pipeline/references/separation.md

Body, garments, hair — what must stay separate

The single structural idea behind an anime-styled character rig, and the thing every failure in this project traced back to.

The convention this pipeline follows

Hoyoverse-class character rigs (Genshin, Star Rail, Zenless Zone Zero) are built the same way, and the parts that matter are visible in any of their exported assets and in the toolchains built around them (Magica Cloth 2, UnityChan SpringBone, VRM's spring-bone spec — all of which exist because this shape is the convention):

Convention	What this repo does
Body, face, hair and each garment are SEPARATE meshes with separate materials	Never join meshes; 18 meshes on Taila are all kept
Skirts get a radial grid of bone chains — many panels, several segments each	21 panels × 4 segments, subdivided at build time
Hair is chains of 2–4 bones from the scalp	Detected from the source rig; 14 chains on Taila
Cloth/hair bones carry NO animation keys; physics owns them	export_optimize_animation_keep_anim_armature=False
Physics colliders are a small set of capsules: thighs, shins, and a big one at the waist acting as a lid	5 capsules, measured from the mesh (_leg_colliders)
Neighbouring skirt panels are linked sideways	278 cross-panel distance links from shared vertices
Cel shading with a ramp, plus a separate outline pass	LevelMaterials.apply_toon_recursive + apply_character_look

Where we differ: their collider capsules and cloth parameters are hand-authored per character by a technical artist. We MEASURE them from the model's own geometry at build time, because there is no artist in this loop. That is the whole reason <model>.rig.json exists.

Why the separation is load-bearing

Materials. The body wants skin shading, hair wants an anisotropic-ish ramp and its own outline weight, cloth wants flat banding. One merged mesh gets one treatment and everything reads as plastic.

The cloth solver. SkinnedPlayerModel._cloth_hulls extracts, per cloth bone, the vertices that bone dominates — that is only meaningful while the garment is its own mesh with its own weights. Merge the meshes and the solver has no way to know which vertices are skirt.

Weights. A joined mesh rebound by nearest-bone weighting produced 2817 vertices pulled by BOTH legs on Taila (16% of the model, worst a dead 50/50). Such a vertex sits between the legs and stays there while they separate, stretching every triangle around it. That is the "squashing on jump" and the "elongated boot".

How cloth is detected and classed

tools/rig_map.py::is_cosmetic matches WHOLE TOKENS in a bone name against:

hair skirt cloth ribbon tail cape coat scarf sleeve breast bust
feather strap antenna wing  (+ face/eye classes that must never swing)

Whole-token only — shoulder must not match should, and a bone called hair_root is hair while chairbone is not.

retarget.py::SPRING_CLASSES is a NARROWER set: the classes that actually get secondary motion. A face-shape or eye chain is cosmetic but must never swing.

Each chain lands in <model>.rig.json as:

{ "class": "skirt",
  "root_parent": "DEF-spine.001",
  "bones": ["DEF-skirt", "DEF-skirt.seg1", "DEF-skirt.seg2", "DEF-skirt.seg3"],
  "tips":  [[x,y,z], ...],          // where each bone points, in its own space
  "hulls": [[[x,y,z], ...], ...],   // sample of the geometry it drives
  "neighbours": [{"DEF-skirt.L": 10.7, ...}]  // shared-vertex weight
}

tips exists because a glTF skeleton carries no bone tails at all, and Taila's skirt panel bones have no children either, so nothing in the skeleton says which way a panel hangs. It is measured from the geometry the bone drives.

neighbours means SHARED VERTICES — the artist's own answer to which pieces of cloth are sewn together. Adjacency by name or by rest distance would both be guesses.

The three rules that keep it intact

1. Cloth may only ever parent to the trunk, never to a limb. rebuild_hierarchy enforces this. A skirt parented to a thigh becomes trousers.

2. Cloth is never SKINNED to a leg. There was a bind_cloth_to_legs() that gave cloth vertices near a thigh a share of that thigh, so the skirt would ride the leg the way a real one does. It is deleted. A vertex weighted 0.9 to a thigh cannot be moved by its own cloth bone, so the solver loses the authority to push it out of that leg — and 0.9 of a rotation always lags the surface doing 1.0 of it, so the leg overtakes it anyway. It also poisoned the collider measurement: 2258 skirt vertices counted as thigh geometry and fitted a 0.28 m thigh.

3. Cloth bones carry no animation tracks. If the exporter bakes rest-pose tracks onto them (keep_anim_armature), the AnimationPlayer overwrites the spring solver every frame.

Worked example: why the two shipped characters differ so much

Both are in assets/characters/skins/. Compare their sidecars:

	Taila	Miku
source had a skeleton	yes	no — 5 meshes, 0 joints
weights_authored	true	false
cloth chains	35 (127 bones)	0
twist bones	8	0
meshes shipped	18	1

Miku's source (assets/characters/incoming/miku_test.glb) is an unrigged mesh, so she went through autorig.py: joined to one mesh, rebound by nearest-bone weighting, no cloth chains. Her twin tails and skirt are dead geometry that cannot move, and SkinLegRepair runs destructively on her every spawn.

Nothing downstream can recover this. The single highest-leverage decision in this whole pipeline is choosing a source model that already has a skeleton with skirt and hair bones. Everything else is recoverable; this is not.

A quick check on any candidate, without Blender:

import json, struct
with open(path,'rb') as f:
    f.read(12); clen,_=struct.unpack('<II',f.read(8))
    j=json.loads(f.read(clen))
nodes=[n.get('name','') for n in j['nodes']]
joints=[nodes[i] for s in j.get('skins',[]) for i in s['joints']]
print(len(j['meshes']), 'meshes', len(joints), 'joints')
print([n for n in joints if any(t in n.lower() for t in ('hair','skirt','tail','ribbon'))])

Several meshes, 50+ joints, and a non-empty cosmetic list means a good source.

Checking a source model before importing

python tools/verify_character.py <model.glb>

What you want to see: several meshes, bone names containing skirt/hair, twist bones (thigh.L.001), and weights that are NOT all at 4 influences. weights_authored in the sidecar is measured from exactly this and decides whether the destructive load-time repair runs.