Engine: tooling/garment-fit/blender_batch_fit_skinned.py (G1 — the skinned
Surface-Deform batch the old script couldn't produce; self-check green),
blender_author_offset_shell.py (route c: garment shells from OUR body
segments, weights inherited by construction, bone-plane cuts, procedural
RGBA region mask, UV2 chest channel), make_logo.py. Shader:
toon_garment.gdshader — channel-blended 4-region tint + UV2 logo composited
after tint / before toon shading. Proof: tshirt_modern fitted to the six
healthy bodies, manifest entry with style:modern + logo_capable, thrds
wordmark, 18-assertion test suite, 216-capture chromakey QA.
Key finding (Q-060 evidence): single-reference SD-fit of an offset-shell
degrades on girth-divergent bodies (muscular_m worst) — 24mm standoff
tripled headroom but the mechanism limits. Route guidance recorded on
T-1089: per-body shell authoring for offset-shell garments; SD-fit for
derived/hand-authored ones.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
The pass-B garment shift is now a depth-only bias in the vertex shader (no
screen-space parallax), eliminating silhouette-growth false positives. This
supersedes the previous commit's mid-run numbers: final peasant run is
33/72 clip flags, ALL genuine tight-proximity findings — 0/18 on front
views (discriminator proof), sleeveless armhole seams on average_f (side),
deep-crouch waist gap (back, worst 150px), collar nape. Bare-arm-crossing-
torso cases correctly reclassed exposed_skin (non-gating). Sensitivity
knobs: clip_epsilon_m (3cm) + --min-pixels (8), tuned to surface tight
seams; calibrate against the first real modern garments.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Second garment-only render pass per view at the identical paused animation
time; the analyzer intersects so body-key pixels split into exposed_skin
(no garment behind — informational: collars, sleeveless arms) vs
clip_through (garment behind — gating). Highlights differ: lime exposed,
red clip. Peasant re-run: 72 captures, 56 clip-through flags — real
collar micro-clips under crouch/walk plus suspected 1px boundary
artifacts; gate threshold + garment-mask dilation are the tuning knobs,
to be calibrated against the first real modern garments.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Automated garment-under-animation QA: CharacterVisual composite with the
garment's covered body segments overridden to flat unshaded magenta, cycled
clips x frames x 4 yaws; PIL analyzer flags connected key-pixel blobs and
emits report.json + highlighted failure frames. Capture scene lives under
client/tools/garment_qa/ (res:// boundary; outside the gdUnit scan root),
driver/analyzer/config under tooling/garment-qa/.
Verified: 72 captures across peasant set x average_m/f x Walk/Sprint/
Crouch_Fwd. Finding: no true mid-cloth clip-through; flags are coverage-claim
vs silhouette mismatch (sleeveless/short-sleeve exposure at collar/cuffs) —
a two-pass garment-behind-pixel discriminator is the queued refinement.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
jpmschweitzerandClaude Fable 5