Twelve surfaces.
Every one had to be learned by hand. The knowledge does not transfer. It is earned in the wrist, or it is not earned at all.












I did not choose twelve papers. I met them, one at a time, and twelve of them taught me something worth keeping.
Substrate Atlas
S4 / 53 worksEvery bead is one spatial zone. Size and luminance both encode the measured value. Tap any zone to read it. Tap a substrate chip to switch surface.
Average ink presence per zone across every work on this surface.


The paper you reach for without thinking is the paper you have stopped learning from. The best work came from the surfaces that still made me pay attention.

Overwork is not universally destructive. The surface decides what a second pass means.
On the wrong paper, a second pass is panic. On the right paper, it is construction. The same hand, the same ink, the same decision. The surface is what makes it a mistake or a masterpiece.
Raw paper frightened me for years. S3 is where I stopped fighting it. Fifty sheets to understand one surface. That is the cost of actually seeing.
The surface I learned last is the one that climbed the furthest. It began at a five and closed in the high sevens, with nines among the final sheets. A surface does not reveal itself until the hand has stopped asking it to behave.
The habit of building in layers is a gift on the surfaces that hold it, and a contaminant on the ones that do not. These four show the late third drop where the hand asked for one pass too many.
LAST 5.59 ▼ 0.17
LAST 5.57 ▼ 0.86
LAST 6.00 ▼ 1.00
LAST 7.25 ▼ 0.13






Every time a practitioner dies, a library burns.
Twelve surfaces. Six inks. Knowledge that lives only in the hands, and dies with them, unless it is written down.
This is one library. Written in ink, before the fire.
Twelve heat maps spread through a page say nothing. Twelve in one grid let the eye read the difference, which is the entire point.
AWAITING CARTO_200_287 · T_200 TO T_287
▸THE FULL RECORD · ALL 12 SURFACES · FINGERPRINTS · CAPILLARY · TOOLS
| CODE | NAME | FAMILY | PROC | MODE | N | MEAN | SINGULAR | OVERWORK | GEST.PASS | DECISIVE | STOP-OK |
|---|---|---|---|---|---|---|---|---|---|---|---|
| S10 | Red Star Semi-Cooked (Anhui) | Anhui | semi-cooked | LAYERING | 32 | 7.09 | 0.94 | 3% | 1.69 | 0.84 | 0.84 |
| S6 | Red Star Dan Xuan | Red Star | semi-raw | ONE-SHOT | 24 | 6.96 | 0.92 | 21% | 1.58 | 0.83 | 0.79 |
| S12 | Red Star Mo Yun Bark | Red Star | semi-sized | LAYERING | 44 | 6.55 | 0.52 | 34% | 1.32 | 0.68 | 0.64 |
| S3 | Tanxi Tanpi Shengxuan Vintage | Tanxi | raw | ONE-SHOT | 50 | 6.38 | 0.68 | 36% | 1.40 | 0.74 | 0.64 |
| S2 | Tanxi Semi-Raw Sandalwood Xuan | Tanxi | semi-raw | ONE-SHOT | 29 | 6.24 | 0.97 | 24% | 1.17 | 0.72 | 0.72 |
| S11 | Red Star Raw (Anhui) | Anhui | raw | ONE-SHOT | 42 | 6.02 | 0.69 | 36% | 1.14 | 0.57 | 0.60 |
| S4 | Tanxi Semi-Raw Upgraded | Tanxi | semi-raw | ONE-SHOT | 53 | 5.87 | 0.77 | 49% | 1.25 | 0.64 | 0.47 |
| S7 | Jing Xian Processed Xuan | Other | processed | ONE-SHOT | 18 | 5.00 | 0.56 | 44% | 0.78 | 0.44 | 0.50 |
| S9 | Chinatown Xuan | Other | variable | ONE-SHOT | 9 | 4.89 | 0.78 | 56% | 0.44 | 0.44 | 0.44 |
| S5 | Red Star Wounded | Red Star | raw / damaged | ONE-SHOT | 25 | 4.28 | 0.68 | 64% | 0.48 | 0.24 | 0.32 |
| S8 | Budget Semi-Cooked Earthy | Other | semi-cooked | ONE-SHOT | 10 | 3.40 | 1.00 | 80% | 0.40 | 0.20 | 0.20 |
| S1 | 2-Ply Rice Paper | Other | raw | UNKNOWN | 1 | 2.00 | 0.00 | 100% | 0.00 | 0.00 | 0.00 |
| COMBINATION | MEAN | N | PEAK |
|---|---|---|---|
| S2 + MB4,MB5,MB6 | 7.80 | 5 | ◆ YES |
| S10 + MB4,MB5,MB6 | 7.75 | 12 | ◆ YES |
| S12 + MB4,MB5,MB6 | 7.12 | 26 | · |
| S6 + MB4/MB5/MB6/MC2/MC4/MC5 | 7.00 | 3 | · |
| S3 + MB1,MB2,MB3 | 6.96 | 25 | · |
| S6 + MB1,MB2,MB3 | 6.95 | 19 | · |
| S10 + MB4,MB5,MB6 (raw) | 6.90 | 10 | · |
| S3 + MB4,MB5,MB6 | 6.89 | 9 | · |
| TYPE | LABEL | MEAN RATING | N |
|---|---|---|---|
| NATIVE | NATIVE | 7.38 | 45 |
| CRISP | CRISP | 7.14 | 149 |
| SOFT_BLOOM | SOFT-BLOOM | 4.65 | 92 |
| UNCONTROLLED | UNCONTROLLED | 3.54 | 41 |
| CODE | NAME | MEAN | N |
|---|---|---|---|
| T2 | Flat Blade | 6.08 | 252 |
| T1 | Round Brush | 5.43 | 46 |
| TX | Unknown | 5.50 | 4 |
| T3 | Mixed | 4.00 | 6 |
| CODE | NAME | SINGULAR RATE | MEAN |
|---|---|---|---|
| S8 | Budget Semi-Cooked Earthy | 1.00 | 3.40 |
| S2 | Tanxi Semi-Raw Sandalwood Xuan | 0.97 | 6.24 |
| S10 | Red Star Semi-Cooked (Anhui) | 0.94 | 7.09 |
| S6 | Red Star Dan Xuan | 0.92 | 6.96 |
| S9 | Chinatown Xuan | 0.78 | 4.89 |
| S4 | Tanxi Semi-Raw Upgraded | 0.77 | 5.87 |
| S11 | Red Star Raw (Anhui) | 0.69 | 6.02 |
| S3 | Tanxi Tanpi Shengxuan Vintage | 0.68 | 6.38 |
| S5 | Red Star Wounded | 0.68 | 4.28 |
| S7 | Jing Xian Processed Xuan | 0.56 | 5.00 |
| S12 | Red Star Mo Yun Bark | 0.52 | 6.55 |
| S1 | 2-Ply Rice Paper | 0.00 | 2.00 |













