Extracted from the tensor-formula-viz skill and rebuilt around the idea that the geometry rules should be enforced by construction rather than restated as prose an agent has to remember. - assets/supertensor.sty: faces, stacks, index faces, shared caption lanes, meaning box, signature. Macros take a declared axis and a declared role, so equal shapes get equal edges, a x a is square, a transpose swaps the face, and contracted axes share an edge length -- without any manual alignment. - scripts/preflight.sh: decide the TikZ/CJK path before drawing. - scripts/build.sh: compile and fail on silent corruption (missing CJK glyphs, overfull boxes, undeclared roles), then export pdf/svg/png/thumb. - scripts/test.sh: build every figure as a regression test for the package. - examples/: three golden figures (TP-FFN, causal MHA, MoE top-k gather) plus an anti-pattern gallery of figures that compile cleanly and still lie. - SKILL.md + references/: lean entry point, details loaded on demand.
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House style
The package ships these defaults; this file explains what you must still decide and what you must not undo.
Canvas
White background, natural standalone crop. No forced 16:9. No title by default. The top
holds at most two compact formula lines: the primary chain and, only if essential, one
companion definition.
Each stage is one horizontal algebraic row with a shared visual baseline. Use the fewest stages that preserve the primary path. No unrelated branches, no dashboard panels.
Type hierarchy
| element | size | macro / style |
|---|---|---|
| formula | \large |
\stformula |
| stage label | \small\bfseries, muted |
st stage |
| operator | \Large |
st op |
| symbol | \small |
\stcaption arg 2 |
| shape | \scriptsize, muted |
\stcaption arg 3 |
| bottom prose | \small |
\stmeaningbox |
| signature | \scriptsize, low contrast |
\stsignature |
Never shrink below this to make something fit — see layout.md.
Faces
Separate tiles with a small white gutter and 0.5–1 pt corner rounding (\st@tile does
this). Thin neutral brackets, black!55–black!70 outer borders. No saturated
tensor-colored outlines, no continuous spreadsheet grid.
Encode support before magnitude. Every known zero stays white/unfilled; every shown
nonzero gets color. A diagonal matrix must read instantly as colored diagonal cells on a
white field. pattern=diag/band/lower/upper/causal/data fill exactly the structural
support.
Color
Palette (already defined): stTeal #4F8FA5, stOrange #EE995B, stCoral #C95B5B,
stViolet #8A74B5, stGray #85898F. Muted, mid-chroma, paper-like. Do not add saturated
primaries.
- One semantic color per tensor role, held across every stage:
\stsetrole{q}{stTeal}. Macros take a role, never a color. - At most four active hue families per algebraic row, plus neutral gray. Vary lightness or reuse the related input/output family before spending a new hue.
- If sign matters: hue for sign, intensity for magnitude.
- Contrast comes from lightness separation, not saturation. Levels are
role!30,role!55,role!80(\stlevelpct); white is reserved for zero/absence. Do not render a whole tensor inrole!5–role!15pastel. - Illustrative dense tensors use two or three non-periodic levels.
pattern=densecomposes coprime moduli to avoid this; a polynomial hash mod 3 makes rows 1, 2, 4, 5 identical and the eye reads that stripe as structure in the data. No checkerboards, no regular stripes, no symmetric motifs unless they encode real structure.
Bottom box
One full-width, low-contrast box, one reading column, three fixed-label rows:
- Axes — what each dimension means.
- Objects — semantic kind / domain / range (see
semantics.md). - Mechanism — at most two essential mappings, contractions, broadcasts or boundaries.
Narrow bold label rail, left-aligned ragged-right \small content, 8–10 pt inner padding,
0.4–0.6 em row gaps. Rail labels localize with the package option (zh default, en).
Keep each row compact: prefer symbol semantics over numeric configuration. When it is too
long, remove content — never add cards, columns or smaller type. Pass {} to omit a row.
Signature
One centered line below the box, outside it, low-contrast gray, \scriptsize or smaller:
\stsignature{<subject>}{<fit node>} renders <subject>@五道口纳什. The subject must name
what this figure actually visualizes. Keep it on one line, with a small but visible gap.
Never
Charts or metric insets not present in the primary formula. Decorative pills, banners, shadows, repeated separators, explanatory cards.
Reference image
assets/kimi-matrix-style-reference.png — inspect it with an image viewer before drawing
when entry-level matrix blocks are central or Kimi-like styling is requested. Use it only
to calibrate tile spacing, rounding, neutral brackets, restrained hue, lightness separation
and structural whitespace. Do not copy its content, and do not embed it in the output.
Language
Chinese figures use concise Chinese labels with standard English terms where helpful
(softmax, All-Reduce, gather stay in English). Switch the whole figure at once —
\usepackage[en]{supertensor} plus English stage headings and box text — never mix.