Skin Model Showcase

How LLMs got better at building 3D skin anatomy — one attempt at a time.

13 of 14 apps live · rest landing through Phase B

01

dermoviz-3d (precursor)

2025-11-25
Google AI Studio (Gemini) · Vite · Three.js (no React)

An earlier precursor of the Skinoculars line. Same banner template as the AI Studio scaffold, before the project was renamed and rewritten with React.

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02

Skinoculars 2.0 (MLS-MPM physics)

Requires WebGPU (Chrome/Edge) 2025-12-17
OpenAI GPT-5 (Codex) · WebGPU · MLS-MPM solver · volumetric raymarch render

A WebGPU-first prototype: APIC/MLS-style Material Point Method simulation plus a volumetric raymarch renderer. The only physics-simulation entry in the lineage.

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03

Skinoculars-Claude (early baseline)

pre-Jan 2026
earlier Claude (model unspecified) · React 18 · Three.js 0.170 · Vite

The earliest Claude-built Skinoculars iteration. Bundled audit report flags it as React 18 / three 0.170 — useful as the older baseline against the Opus 4.7 versions.

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04

Skinoculars-master

2026-01-04
OpenAI GPT-5 (Codex) · Vite · Three.js · React

An earlier baseline of the Skinoculars line, before the WebXR and parametric-phototype work landed in the Three.js variant.

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05

Skinoculars (Three.js, WebXR)

WebXR 2026-01-23
Claude Opus 4.7 · React · Three.js · WebXR

Vision Pro / Quest-friendly WebXR build with parametric phototype, hydration, and collagen sliders. The first Skinoculars to use a real headset path.

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06

Skinoculars (Babylon.js)

2026-01-23
likely Claude Opus 4.7 (parallel) · React · Babylon.js

Same brief as the Three.js sibling — built side-by-side as a deliberate engine comparison. Different default lighting, different shader system, same anatomy.

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07

3D Skin Microanatomy

2026-01-25
likely GPT/Gemini (emoji-heavy README) · React · Three.js · 1700-line single file

Different vendor lineage: a single-file React app rendering 55+ named structures. Useful as a cross-vendor counterpoint to the Claude-built Skinoculars line.

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08

3D Interactive Human Skin Model

2026-01-26
unknown · React Three Fiber · Leva controls

Medical-education visualization of human skin microanatomy using React Three Fiber. Multi-component layered structure with live Leva control panel.

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09

Opus-Skin

most developed 2026-02 → 2026-04
hybrid: Claude Opus 4.x + GPT-5/Codex (34 sessions) · Vite · R3F · Blender pipeline · 20 GLBs · baked normals

The most-developed implementation. Full Blender asset pipeline (excluded from this repo), 20 GLB micro-anatomy meshes, baked normal maps, vascular and neural networks. Authored across both Claude Opus and Codex/GPT-5 sessions.

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10

dermosim-3d

2026 (TBD)
Google AI Studio (Gemini) · React Three Fiber · drei · AI Studio scaffold

AI-Studio-generated R3F app with the same template banner as the dermoviz line. Gemini-built, distinct from the Claude Skinoculars lineage.

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11

Single-File HTML Iterations

2026-03-07 → 2026-03-28
mixed (incl. GLM for skinoculars-v4) · Single-file HTML · timeline picker · ~20 unique iterations

A week of rapid single-file iterations across four lines (dorsal_forearm_*, skin-atlas_*, ideal_skin_atlas_*, GLM-skinoculars). Internal timeline picker — built in Phase D.

pending Phase B build
12

Engine comparison HTML

unknown · single-file HTML · Three.js / Babylon.js / PlayCanvas

Three single-file HTML demos exercising the same skin geometry across three engines. Phase A live entry is the Three.js variant; Babylon and PlayCanvas siblings land in Phase D.

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13

skin-atlas (WebGL2 viewer)

2026-04-23
unknown (no Codex/Claude/Cursor/Gemini session traces — likely web UI) · vanilla WebGL2 · zero npm deps · procedural geometry

Multi-scale, site-specific normal-skin microanatomy viewer. Dependency-free at runtime; procedural geometry only — no binary 3D assets, no histology scans.

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14

Skinoculars (current, with QA harness)

latest 2026-04-24
Claude Opus 4.7 · Vite · TypeScript · Three.js (no React) · QA harness

Latest Skinoculars iteration. Vanilla TS rather than React; ships with a QA harness and a 10/10 remediation pass report. The current-state-of-the-art in this lineage.

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