The reading desk

Literature

Private · checking accessChapter 1

01 · Source teachingWhat the literature supports

Claims retain their chapter, page or section, authority, and confidence.

02 · Codex interpretationHow it affects a garment

Explanations connect the source to pattern, fit, material, and construction decisions.

03 · Workshop evidenceWhat your samples prove

Your fitting, sewing, pressing, and wear-test notes remain a separate evidence layer.

The problem this chapter solves

Know this first

Words you need

Core lesson

Build a working mental model

Worked walkthrough

Build the idea step by step

Garment example

Common mistake

Your turn

Check your understanding

Answer

Private notebook

Turn reading into workshop knowledge

Record what changed in your understanding, what still needs proof, and what you want to test on a garment. This note is not treated as textbook evidence.

Learning state

Your workshop note Saved privately in this browser.

Pattern shelf

Start from a block

Reference blocksSelect a block, review its assumptions, then place an editable copy.

R2 pattern laboratory

Pattern Inspector

Checking private library…

2D topology view

Select a pattern record

Points Sewing pairs

No record loaded

Panel edge Simulation sewing pair Specified construction Selected sewing pair Indexed vertex

Record identity

Status: Waiting for a record

Construction interpretation

Not evaluated

A simulation stitch pair is not yet a production seam callout.

Material profile

Record the actual fabric state. Directional stretch and cut-edge behavior can then feed the seam advisor.

Profile name Composition / supplier claim

Structure Edge behavior Weight (gsm) Thickness (mm) Lengthwise stretch % Crosswise stretch % Bias stretch % Material state Evidence status Advisor direction

Stretch method Finish / treatment Observations

Load a pattern before attaching a material profile.

Literature-guided construction advisor

Describe the material and seam duty. The advisor ranks trial constructions and shows exactly where the literature is direct, partial, or still missing.

Material structure Measured stretch % Cut-edge behavior Seam location Expected load Appearance

Available machinery Single needle 4-thread overedge 5-thread safety Coverstitch Flatlock

Ranking is decision support—not approval. Numeric settings remain trial ranges until a cited source, factory capability, and sewn sample agree.

Run the advisor to compare options and inspect their evidence.

Construction worksheet Sewing relationship

Click a colored sewing edge on the pattern, or choose a relationship above.

Selected seam context

Garment location Construction role Material direction Expected load Appearance

Depends on sewing IDs

Context describes the edge duty; it does not specify or approve its construction.

Seam type Stitch type Allowance (mm) Stitches / inch Thread Needle Machine Operation order

Quality checks

A specified seam is still not approved until a sample and quality evidence are reviewed.

Construction graph & callouts

Build an ordered draft from pattern pieces and their saved sewing relationships. Missing production facts remain visible as release gaps.

Load a pattern, define seam context, then build its construction graph.

Provenance & license

Source information appears after loading a record.

Pre-Newton fit laboratory

Body, POM, Ease & Sewn Placement

Test values · not a sizing standard

01 · Test body

Adjustable Anny

These general measurements exercise the workflow. Replace them with the intended wearer or an approved size standard before making fit decisions.

Shape & hair

Silhouette controls

LIVE PREVIEW

Preview controls—not validated anatomical morphs. Torso depth, seat, and calf affect the collision body; hair is visual only. Check front, side, and 45° references.

Torso depth0.00−1.00 shallow · 0.00 neutral · +1.00 deep Seat projection0.00−1.00 flat · 0.00 neutral · +1.00 pronounced Calf fullness0.00−1.00 slim · 0.00 neutral · +1.00 full Head presentation1.00 · feminine0.00 masculine · 0.50 neutral · 1.00 feminine Hair silhouetteHair is an optional visual preview and is excluded from the Newton collision mesh.

Saved avatars

Local avatar profiles

THIS BROWSER

Save the current measurements, sex, torso depth, seat and calf shape, head presentation, and hair. Photos, pose frames, garments, and account data are never included. This browser storage is not encrypted, so do not use it on a shared device.

Profile name Saved profile

Nothing saved yet. Profiles stay on this browser unless you export a JSON copy.

Private body source

Generic test body

DEFAULT

Load a private JSON profile from this device. It is parsed in this browser session only and is never uploaded or written into the project.

Pose & photo evidence

Eight-angle body reference

LOCAL BY DEFAULT

Front, back, both sides, and four 45° photos are visual alignment evidence only. Saved references stay in this browser session and never replace Body 01 tape-measurement targets. Optional AI pose coaching sends current frames to the external provider identified in its consent dialog only after separate confirmation.

No reference photos captured. You can also choose an existing photo below.

Reference photo alignment tools

Live body levers · choose inches or centimetres · updates the mesh while you drag

Neutral reference geometry check

Requested ↔ achieved neutral mesh

Waiting for the neutral body mesh…

Measured on Anny’s neutral reference stance so a dressing pose cannot corrupt circumference estimates. Geometric mesh estimator only — not a real-body accuracy, tape-measure, comfort, or production-fit claim.

Measure	Asked	Mesh	Δ cm	Status
Generate the body to run the mesh audit.

Ready to calculate geometric ease and build the pre-simulation topology.

What this stage proves

It verifies panel tessellation, grain metadata, seam correspondence, requested-versus-rendered avatar dimensions, the validated Anny v10 rig, named anatomical registration, and exact particle-to-body surface clearance. The dressing seed is still not settled cloth; it does not prove continuous cloth clearance, drape, comfort, collision stability, or production fit.

03 · Linked pattern editor

2D pattern ↔ 3D sewn seed

NOT GENERATED

2D / FLAT PATTERNFront

One piece per tileGrading layers offDrag a piece to rearrange it

3D / REGISTERED DRESSING SEEDClick a gold panel to select it

Source · cropped batwing V-neck topView evidence

Source evidence · Zenodo 5267549 · CC BY 4.0Cropped batwing V-neck topThe genuine body panel is 33.13 cm long. The workspace starts from an explicit +20.00 cm development edit that moves only the source-defined hem corners; Restore source crop returns to this immutable evidence.

Preparing the adjustable Anny viewport…

Select a panel, then use Grab to drag it in the viewport or use the nudge controls. Release stops panel movement.

Registered dressing seed is not drapeRead setup boundary

The gold shell comes from the genuine sewn Zenodo tee, preserves its panel seams, and is aligned to named shoulder, elbow, wrist, neck, chest, and waist anchors on the current Anny body. Exact particle clearance is checked locally. Newton remains locked until continuous cloth clearance and strain-preserving pre-relaxation are implemented; intersections or odd tension are setup defects, never fit results.

Gold is the genuine Zenodo sewn source transferred onto the editable pattern topology. Anny’s arms are matched to the tee’s measured sleeve axes so the welded source shell stays rigid instead of tearing at the armholes. Red marks the selected piece in both views. The solver gate prevents an unsafe seed from reaching the GPU.

02 · Geometric comparison

Pattern POM & ease hypotheses

OPEN TABLE

Code	Measurement	Garment	Body	Ease	Interpretation
Load the Zenodo tee to calculate POMs.

04 · Pattern tools

Selected panel

Add below underarm (cm) Front + back linked for sewing Working shirt length · 53.13 cm

The development preset adds 20.00 cm only at the source-defined hem corners below the underarm. It preserves armholes, grain direction, hem width, and all 12 sewing relationships. The genuine 33.13 cm cropped source remains unchanged and can be restored.

Selected panel geometry

Front

Select an edge

Click an outlined edge or edit its measured length below. Moving one endpoint also changes the neighboring edge that shares that point; all changed seam pairs must be walked again.

Add a dartPosition %Intake (cm)Length (cm)

Add an internal seam lineDirectionPosition %

No internal darts or seam lines added.

05 · Solver gate

Preflight

Generate the placement to inspect mesh and stitch readiness.

Newton is intentionally locked while this registered dressing seed is checked. Named-rig placement and exact particle clearance now run locally; continuous cloth clearance and strain-preserving pre-relaxation still must pass before any GPU request is sent.

Diagnostics after Newton

Stretch strain not computed
Body clearance not computed
Penetrations not computed
Seam tension not computed

Founder laboratory · private R2

Blender Body Asset Review

Awaiting secure load

02 · Six-view evidence

Source body turntable

No images loaded

Each preview is fetched through the founder-authenticated Worker and checked against the SHA-256 recorded in the R2 manifest.

Front Blender source-body preview — **Front**0°

Three-quarter left Blender source-body preview — **Three-quarter left**−45°

Left Blender source-body preview — **Left**−90°

Back Blender source-body preview — **Back**180°

Right Blender source-body preview — **Right**+90°

Three-quarter right Blender source-body preview — **Three-quarter right**+45°

Garment evidence laboratory · phase 2

Photo-to-technical blueprint

0 of 3 required views

Capture protocol

Give the system evidence it can defend

Lay or mount the garment flat.Keep the camera square to the garment. Avoid perspective, folds, and hidden edges.
Photograph front, back, and one side.Use even light and keep the full silhouette inside every frame.
Add a known scale.A ruler in the garment plane—or manually taped POMs—changes ratios into measurement candidates.
Capture construction details.Photograph seams, hems, closures, labels, and inside finishing separately.

Evidence boundary

A photograph can support proportion and visible-construction candidates. It cannot prove hidden construction, fibre composition, stretch, seam allowance, or exact dimensions without additional evidence.

Private transient analysis

Images remain in this tab unless you run analysis. With consent, resized copies pass through the private Worker to the vision provider and are not stored in the Atelier library.

01 · Identify

Garment and capture state

User-supplied evidence

Style or garment name Garment category Capture presentation Garment state

02 · Photograph

Required and supporting views

Missing required views

FrontRequired · full silhouette

BackRequired · full silhouette

SideRequired · left or right

ConstructionOptional · inside seam or closure

LabelOptional · composition or care

JPEG, PNG, WebP, HEIC, or HEIF · maximum 15 MB per image.

03 · Establish scale

Measurement evidence

Scale evidence Reference length (mm)

The reference must lie in the same plane as the garment. A ruler behind or in front of the garment creates scale error.

Optional tape checks

Known garment POMs

Chest width Waist width Body length Sleeve length

Enter physically taped garment measurements only. Blank means unknown—not zero.

04 · Gate the analysis

What this evidence can support

Add the required views, identify the garment, then prepare an analysis brief. No AI inference has run.

Human review required

Garment evidence analysis

Awaiting analysis

Reviewed evidence → editable draft

Technical blueprint

Draft · review required

Topology, not a production pattern.These pieces describe what may be required and how they may connect. Geometry, measurements, seam allowances, grain, and construction remain provisional until technically reviewed and sampled.

Editable POM checklistOnly physically taped entries are treated as measurements. Blank is unknown—not zero.

Use	Code / measurement	Repeatable method	Value mm	Evidence

Pattern-piece topologySelect the placeholder pieces to send into the drafting workarea.

Construction questionsResolve these with photographs, physical measurements, material tests, or approved standards.

Factory communication preview