diff --git a/CHANGELOG.md b/CHANGELOG.md
index 19a4f927..e0f2c376 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -7,8 +7,14 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
 ## [0.7.19] - 2026-07-16
 
 ### Bug Fixes
+- **tokens:** `--sf-color-info-subtle` and `--sf-color-danger-subtle` were `0.10` alpha while `--sf-color-success-subtle` / `--sf-color-warning-subtle` were `0.12`, so a `danger`/`info` alert-box background rendered slightly fainter than a `success`/`warning` one at the same content. Unified all four status `-subtle` washes to `0.12` (the `-muted` `0.3` and `-tint` `0.05` rungs were already consistent).
+- **tokens:** the numeric brand ramps (`--sf-color-{primary,secondary,tertiary,action,neutral}-50…950`) no longer fold into a "U". The previous model generated each step with `color-mix()` toward the theme's `--sf-color-surface` (tints) / `--sf-color-text` (shades) — so when a chosen source colour fell outside the band between those two anchors (e.g. a brand darker than the text colour, or a project that lightened `--sf-color-neutral`), the shade half inverted and climbed back up: steps 600–950 came out *lighter* than 500, and 50 ≈ 950. The ramp is now generated in OKLCH by pulling the family colour's own lightness a fixed fraction toward an **absolute** target — `--sf-palette-tint-l` (tints) / `--sf-palette-shade-l` (shades) — clamped with `max()`/`min()` so a tint can never end darker than the base nor a shade lighter. The ladder is therefore monotonic light→dark for **any** source colour and any anchor configuration. Chroma is tapered toward the extremes to avoid oversaturation. For default-palette colours (which already sat inside the safe band) the output is visually unchanged; only out-of-band / moved-anchor cases are corrected. `base` is unchanged (it already used absolute lightness steps). New parametric test `tests/ramp-monotonic.spec.js` sweeps the lightness axis for all five families and asserts the ramp never folds and no step is transparent.
+- **configurator:** the Colors panel's "Palette ramp" section now edits the two lightness anchors (`--sf-palette-tint-l` / `--sf-palette-shade-l`) with two `0–1` sliders instead of the ten removed `--sf-palette-mix-*` percentage sliders; the Softer/Default/Punchy presets and the live palette preview were rewired to the absolute-anchor model so the preview matches the framework and stays monotonic.
 - **layout:** `@container` breakpoints for `.sf-grid-cols-*`, `.sf-bento` and `.sf-alternate` now use `rem` instead of `em`. Inside a container query an `em` resolves against the query container's own font-size, which under the default fluid type scale is inherited from `body` (a `clamp()` over `100vw`, ~16–20px) — so the same fixed-width container rendered a different column count depending on the *viewport*: an 800px container showed `.sf-grid-cols-3` as 3 columns at a 500px viewport but 1 column at 1200px+. `rem` resolves against the fixed root (`html` stays 16px; fluid type is applied to `body`), restoring the documented "responds to its own container width, not the viewport" contract. Thresholds are unchanged numerically (30rem = 480px, 48rem = 768px) and still honour user zoom / root-font-size. Also corrects `docs/architecture.md`, which wrongly listed `.sf-grid` / `.sf-sidebar` as `@container` primitives (both are intrinsic and carry no container query).
 
+### Breaking Changes
+- **tokens:** removed the `--sf-palette-mix-50…950` ramp-shape knobs (color-mix percentages of the old model) and replaced them with two lightness-anchor knobs — `--sf-palette-tint-l` (default `0.97`) and `--sf-palette-shade-l` (default `0.1`) — which set how light the lightest / how dark the darkest generated palette step may reach. Per-step pull fraction and chroma taper are now baked into each family. If you overrode `--sf-palette-mix-*` to reshape the ramp, retune via the two new anchors instead (or override individual `--sf-color-{family}-{step}` resolved tokens).
+
 ## [0.7.18] - 2026-07-16
 
 ### Features
diff --git a/README.md b/README.md
index 08191626..cd6ec95e 100644
--- a/README.md
+++ b/README.md
@@ -4,7 +4,7 @@
 
 <p align="center">
   A cascade-layer CSS framework you never compile.<br>
-  754 design tokens, automatic dark mode, fluid type &amp; spacing — no build step, no Node, no JavaScript.
+  746 design tokens, automatic dark mode, fluid type &amp; spacing — no build step, no Node, no JavaScript.
 </p>
 
 <p align="center">
@@ -67,7 +67,7 @@ Every letter of SLASHED is a design commitment, and each one is checkable agains
 
 ## What's inside
 
-- **754 design tokens** (`--sf-*`) covering color, typography, spacing, layout, borders, shadows, motion, and z-index — catalogued in a machine-readable [API index](docs/api-index.json).
+- **746 design tokens** (`--sf-*`) covering color, typography, spacing, layout, borders, shadows, motion, and z-index — catalogued in a machine-readable [API index](docs/api-index.json).
 - **Layout primitives** — `.sf-container`, `.sf-stack`, `.sf-grid`, `.sf-cluster`, `.sf-sidebar`, `.sf-switcher`, `.sf-cover`, `.sf-center`, `.sf-frame`, `.sf-reel`, `.sf-bento`, and more ([docs/layout.md](docs/layout.md)).
 - **Macros** — recipes like `.sf-prose`, `.sf-flow`, `.sf-truncate`, `.sf-aspect`, `.sf-scroll-shadow`, `.sf-surface` ([docs/macros.md](docs/macros.md)).
 - **State classes** — `.sf-is-*` classes mapped to ARIA semantics ([docs/states.md](docs/states.md)).
diff --git a/badges/badge-optimal.json b/badges/badge-optimal.json
index 46b854cc..31ef54a3 100644
--- a/badges/badge-optimal.json
+++ b/badges/badge-optimal.json
@@ -1,7 +1,7 @@
 {
   "schemaVersion": 1,
   "label": "optimal",
-  "message": "19.5 kB gzip",
+  "message": "19.6 kB gzip",
   "color": "brightgreen",
   "namedLogo": "css3"
 }
diff --git a/configurator/src/components/panels/ColorsPanel.svelte b/configurator/src/components/panels/ColorsPanel.svelte
index 76b787a3..aa964e00 100644
--- a/configurator/src/components/panels/ColorsPanel.svelte
+++ b/configurator/src/components/panels/ColorsPanel.svelte
@@ -109,41 +109,42 @@
     { name: "--sf-color-danger-source-dark",   label: "Danger",  side: "dark",  default: "oklch(0.73 0.198 12)", colorKey: "danger" },
   ];
 
-  const MIX_STEPS = [
-    { name: "--sf-palette-mix-50",  label: "50",  step: "tint",  default: 4 },
-    { name: "--sf-palette-mix-100", label: "100", step: "tint",  default: 8 },
-    { name: "--sf-palette-mix-200", label: "200", step: "tint",  default: 20 },
-    { name: "--sf-palette-mix-300", label: "300", step: "tint",  default: 40 },
-    { name: "--sf-palette-mix-400", label: "400", step: "tint",  default: 65 },
-    { name: "--sf-palette-mix-600", label: "600", step: "shade", default: 82 },
-    { name: "--sf-palette-mix-700", label: "700", step: "shade", default: 62 },
-    { name: "--sf-palette-mix-800", label: "800", step: "shade", default: 38 },
-    { name: "--sf-palette-mix-900", label: "900", step: "shade", default: 18 },
-    { name: "--sf-palette-mix-950", label: "950", step: "shade", default: 8 },
+  // Baked per-step ramp curve — mirrors core/tokens.css: how far each step
+  // pulls its lightness toward the absolute anchor, plus a chroma taper.
+  // Preview-only (the shape is fixed in the framework); the two anchors below
+  // are the tunable public knobs.
+  const RAMP_CURVE = [
+    { label: "50",  step: "tint",  frac: 0.95, taper: 0.20 },
+    { label: "100", step: "tint",  frac: 0.88, taper: 0.30 },
+    { label: "200", step: "tint",  frac: 0.72, taper: 0.50 },
+    { label: "300", step: "tint",  frac: 0.52, taper: 0.72 },
+    { label: "400", step: "tint",  frac: 0.30, taper: 0.88 },
+    { label: "600", step: "shade", frac: 0.16, taper: 0.96 },
+    { label: "700", step: "shade", frac: 0.36, taper: 0.88 },
+    { label: "800", step: "shade", frac: 0.58, taper: 0.72 },
+    { label: "900", step: "shade", frac: 0.78, taper: 0.52 },
+    { label: "950", step: "shade", frac: 0.90, taper: 0.38 },
+  ] as const;
+
+  // The two PUBLIC-ADVANCED ramp anchors — absolute OKLCH lightness the tint
+  // (50–400) / shade (600–950) halves reach toward. Unitless 0–1.
+  const ANCHOR_KNOBS = [
+    { name: "--sf-palette-tint-l",  label: "Lightest step (L)", default: 0.97 },
+    { name: "--sf-palette-shade-l", label: "Darkest step (L)",  default: 0.1 },
   ];
 
   const CURVE_PRESETS = [
     {
       label: "Softer", desc: "Low contrast palette",
-      patch: {
-        "--sf-palette-mix-50": "3%", "--sf-palette-mix-100": "6%", "--sf-palette-mix-200": "14%",
-        "--sf-palette-mix-300": "30%", "--sf-palette-mix-400": "55%",
-        "--sf-palette-mix-600": "72%", "--sf-palette-mix-700": "52%",
-        "--sf-palette-mix-800": "28%", "--sf-palette-mix-900": "12%", "--sf-palette-mix-950": "5%",
-      },
+      patch: { "--sf-palette-tint-l": "0.93", "--sf-palette-shade-l": "0.2" },
     },
     {
       label: "Default", desc: "Balanced contrast",
-      patch: Object.fromEntries(MIX_STEPS.map((s) => [s.name, null])) as Record<string, null>,
+      patch: Object.fromEntries(ANCHOR_KNOBS.map((k) => [k.name, null])) as Record<string, null>,
     },
     {
       label: "Punchy", desc: "High contrast palette",
-      patch: {
-        "--sf-palette-mix-50": "6%", "--sf-palette-mix-100": "12%", "--sf-palette-mix-200": "28%",
-        "--sf-palette-mix-300": "52%", "--sf-palette-mix-400": "78%",
-        "--sf-palette-mix-600": "90%", "--sf-palette-mix-700": "72%",
-        "--sf-palette-mix-800": "50%", "--sf-palette-mix-900": "26%", "--sf-palette-mix-950": "12%",
-      },
+      patch: { "--sf-palette-tint-l": "0.98", "--sf-palette-shade-l": "0.05" },
     },
   ];
 
@@ -325,10 +326,11 @@
     )
   ));
 
-  function getMixValue(s: typeof MIX_STEPS[0]): number {
-    const raw = overrides[s.name];
-    if (!raw) return s.default;
-    return parseFloat(raw);
+  function getAnchor(name: string, def: number): number {
+    const raw = overrides[name];
+    if (raw === undefined) return def;
+    const n = parseFloat(raw);
+    return Number.isFinite(n) ? n : def;
   }
 
   // Build brand pairs: group by colorKey then render light/dark
@@ -382,17 +384,22 @@
     return stringifyOklch(Math.min(1.0, Math.max(l + 0.22, 0.88)), c * 0.8, h);
   }
 
-  // Build a concrete color-mix() expression and resolve it via the regular preview probe.
-  // Bypasses the themed probe entirely — produces correct dark tints/shades from literal values.
-  function computePaletteSwatch(sourceColor: string, step: string, surface: string, text: string): string {
+  // Preview one brand palette step with the framework's absolute-anchor model
+  // (core/tokens.css): pull the source lightness a fixed fraction toward
+  // --sf-palette-tint-l (tints) / --sf-palette-shade-l (shades), clamped with
+  // max()/min() so it can't fold, with a chroma taper. Independent of
+  // surface/text — the ramp no longer mixes toward them.
+  function computePaletteSwatch(sourceColor: string, step: string): string {
     void previewVersion.value;
     if (step === "500") return resolveColor(sourceColor) || sourceColor;
-    const isTint = parseInt(step) < 500;
-    const mixStepDef = MIX_STEPS.find((s) => s.label === step);
-    if (!mixStepDef) return sourceColor;
-    const pct = getMixValue(mixStepDef);
-    const endpoint = isTint ? surface : text;
-    const expr = `color-mix(in oklab, ${sourceColor} ${pct}%, ${endpoint})`;
+    const def = RAMP_CURVE.find((s) => s.label === step);
+    if (!def) return sourceColor;
+    const isTint = def.step === "tint";
+    const target = isTint
+      ? getAnchor("--sf-palette-tint-l", 0.97)
+      : getAnchor("--sf-palette-shade-l", 0.1);
+    const clamp = isTint ? "max" : "min";
+    const expr = `oklch(from ${sourceColor} ${clamp}(l, calc(l + (${target} - l) * ${def.frac})) calc(c * ${def.taper}) h)`;
     return resolveColor(expr) || expr;
   }
 
@@ -409,10 +416,10 @@
 
   // Route each color to the correct palette system: base uses the fixed-L ramp,
   // every other key uses the color-mix tint/shade curve toward surface/text.
-  function paletteSwatch(colorKey: string, sourceColor: string, step: string, surface: string, text: string): string {
+  function paletteSwatch(colorKey: string, sourceColor: string, step: string, _surface: string, _text: string): string {
     return colorKey === "base"
       ? computeBasePaletteSwatch(sourceColor, step)
-      : computePaletteSwatch(sourceColor, step, surface, text);
+      : computePaletteSwatch(sourceColor, step);
   }
 
   function handleLightChange(light: ColorSource, dark: ColorSource | undefined, newVal: string) {
@@ -840,7 +847,7 @@
       aria-expanded={showShadeCurve}
       class="w-full flex items-center justify-between cursor-pointer"
     >
-      <div class="text-[10px] font-bold text-slate-500 uppercase tracking-widest">Shade / tint curve</div>
+      <div class="text-[10px] font-bold text-slate-500 uppercase tracking-widest">Palette ramp</div>
       <span class="text-[10px] text-slate-500">{showShadeCurve ? "▲" : "▼"}</span>
     </button>
     {#if showShadeCurve}
@@ -850,12 +857,10 @@
       ? (BRAND_SOURCES.find(s => s.name === "--sf-color-primary-source-dark")?.default ?? deriveDarkFromLight(_curvePrimLightSrc, "primary"))
       : deriveDarkFromLight(_curvePrimLightSrc, "primary"))}
     {@const _curvePrimSrc = curvePreviewSide === "light" ? _curvePrimLightSrc : _curvePrimDarkSrc}
-    {@const _curveSurface = curvePreviewSide === "light" ? getLightSurface() : getDarkSurface()}
-    {@const _curveText = curvePreviewSide === "light" ? getLightText() : getDarkText()}
-    {@const _miniSurface = curvePreviewSide === "light" ? getLightSurface() : getDarkSurface()}
-    {@const _miniText = curvePreviewSide === "light" ? getLightText() : getDarkText()}
     <p class="text-[10px] text-slate-400 dark:text-slate-600 leading-relaxed">
-      Controls how much color is mixed into each palette step. Step 500 is always the source color.
+      Set how light the lightest step and how dark the darkest step reach; every
+      step in between is derived automatically and stays light→dark for any
+      colour. Step 500 is always the source colour.
     </p>
 
     <div class="grid grid-cols-3 gap-1.5">
@@ -874,35 +879,18 @@
       {/each}
     </div>
 
-    <!-- Tints -->
+    <!-- Lightness anchors -->
     <div>
-      <div class="text-[10px] font-semibold text-slate-600 dark:text-slate-400 mb-2">Tints (50–400) — mixed toward surface</div>
+      <div class="text-[10px] font-semibold text-slate-600 dark:text-slate-400 mb-2">Ramp anchors — absolute OKLCH lightness</div>
       <div class="space-y-2">
-        {#each MIX_STEPS.filter((s) => s.step === "tint") as s (s.name)}
+        {#each ANCHOR_KNOBS as k (k.name)}
           <SliderRow
-            label={s.label}
-            value={getMixValue(s)}
-            min={0} max={100} step={1} unit="%"
-            overridden={s.name in overrides}
-            onChange={(v) => onSet(s.name, `${v}%`)}
-            onReset={() => onReset(s.name)}
-          />
-        {/each}
-      </div>
-    </div>
-
-    <!-- Shades -->
-    <div>
-      <div class="text-[10px] font-semibold text-slate-600 dark:text-slate-400 mb-2">Shades (600–950) — mixed toward text</div>
-      <div class="space-y-2">
-        {#each MIX_STEPS.filter((s) => s.step === "shade") as s (s.name)}
-          <SliderRow
-            label={s.label}
-            value={getMixValue(s)}
-            min={0} max={100} step={1} unit="%"
-            overridden={s.name in overrides}
-            onChange={(v) => onSet(s.name, `${v}%`)}
-            onReset={() => onReset(s.name)}
+            label={k.label}
+            value={getAnchor(k.name, k.default)}
+            min={0} max={1} step={0.01} unit=""
+            overridden={k.name in overrides}
+            onChange={(v) => onSet(k.name, `${v}`)}
+            onReset={() => onReset(k.name)}
           />
         {/each}
       </div>
@@ -925,22 +913,19 @@
         </div>
       </div>
       <div class="flex items-end gap-0.5 h-20">
-        {#each MIX_STEPS as s (s.name)}
-          {@const val = getMixValue(s)}
-          {@const step = s.label}
-          {@const swatch = computePaletteSwatch(_curvePrimSrc, step, _curveSurface, _curveText)}
+        {#each SWATCH_STEPS as step (step)}
+          {@const swatch = computePaletteSwatch(_curvePrimSrc, step)}
           <div class="flex-1 flex flex-col items-center gap-0.5 h-full justify-end">
-            <span class="text-[7px] font-mono text-slate-400 dark:text-slate-600">{Math.round(val)}</span>
             <div
-              class="group relative w-full rounded-sm border-x border-t border-black/10 dark:border-white/10"
-              style={`background:${swatch}; height: ${Math.max((val / 100) * 56, 6)}px`}
-              title={`primary-${step} (${curvePreviewSide}) · mix ${Math.round(val)}%`}
+              class="group relative w-full h-full rounded-sm border-x border-t border-black/10 dark:border-white/10"
+              style={`background:${swatch}`}
+              title={`primary-${step} (${curvePreviewSide})`}
             >{@render swatchTip(`primary-${step}`)}</div>
             <span class="text-[7px] font-mono text-slate-400 dark:text-slate-600">{step}</span>
           </div>
         {/each}
       </div>
-      <p class="text-[8px] text-slate-400 dark:text-slate-600 mt-2">Bar height = mix amount · fill = the resolved primary palette swatch at each step</p>
+      <p class="text-[8px] text-slate-400 dark:text-slate-600 mt-2">Live primary palette, 50 → 950 — always monotonic light→dark</p>
     </div>
 
     <!-- Mini palettes: all brand colors × all steps, reactive to light/dark toggle -->
@@ -969,7 +954,7 @@
           <span class="text-[7px] font-mono text-slate-400 dark:text-slate-600 w-12 shrink-0 truncate">{colorKey}</span>
           <div class="flex gap-0.5 flex-1">
             {#each SWATCH_STEPS as step (step)}
-              {@const swatch = computePaletteSwatch(miniSrc, step, _miniSurface, _miniText)}
+              {@const swatch = computePaletteSwatch(miniSrc, step)}
               <div
                 class="group relative flex-1 h-4 rounded-sm border border-black/10 dark:border-white/10"
                 style={`background:${swatch}`}
diff --git a/configurator/src/data/api-index.generated.json b/configurator/src/data/api-index.generated.json
index 22ada5fb..a2ea40cd 100644
--- a/configurator/src/data/api-index.generated.json
+++ b/configurator/src/data/api-index.generated.json
@@ -2,21 +2,21 @@
   "_sync": {
     "generatedBy": "configurator/scripts/sync-api.mjs",
     "source": "docs/api-index.json",
-    "tokensHash": "5a5ec9f40624",
+    "tokensHash": "fb3441987ce7",
     "bundles": [
       "full",
       "optimal"
     ],
     "counts": {
-      "tokens": 754,
+      "tokens": 746,
       "byTier": {
         "PUBLIC": 693,
-        "PUBLIC-ADVANCED": 60,
+        "PUBLIC-ADVANCED": 52,
         "INTERNAL": 1
       },
       "byCategory": {
         "Layout tokens": 53,
-        "Core tokens": 623,
+        "Core tokens": 615,
         "Macro tokens": 32,
         "Component tokens": 46
       }
@@ -2236,7 +2236,7 @@
       "group": "action",
       "description": "Semantic action-color scale derived from --sf-color-action. Covers fills, hover/active states, and tint variants for primary interactive elements.",
       "note": "Very light action shade. Hover fills on white surfaces, badge backgrounds.",
-      "value": "color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-100), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -2257,7 +2257,7 @@
       "group": "action",
       "description": "Semantic action-color scale derived from --sf-color-action. Covers fills, hover/active states, and tint variants for primary interactive elements.",
       "note": "Light action shade. Subtle fills and outlined badge backgrounds.",
-      "value": "color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-200), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -2278,7 +2278,7 @@
       "group": "action",
       "description": "Semantic action-color scale derived from --sf-color-action. Covers fills, hover/active states, and tint variants for primary interactive elements.",
       "note": "Light-mid action shade. Borders on light backgrounds, low-emphasis fills.",
-      "value": "color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-300), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -2299,7 +2299,7 @@
       "group": "action",
       "description": "Semantic action-color scale derived from --sf-color-action. Covers fills, hover/active states, and tint variants for primary interactive elements.",
       "note": "Mid-light action shade. Disabled state fills, decorative accents.",
-      "value": "color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-400), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -2320,7 +2320,7 @@
       "group": "action",
       "description": "Semantic action-color scale derived from --sf-color-action. Covers fills, hover/active states, and tint variants for primary interactive elements.",
       "note": "Lightest action tint. Background fill for subtle action-tinted surfaces.",
-      "value": "color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-50), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -2362,7 +2362,7 @@
       "group": "action",
       "description": "Semantic action-color scale derived from --sf-color-action. Covers fills, hover/active states, and tint variants for primary interactive elements.",
       "note": "Mid-dark action shade. Text on light surfaces, icon fills.",
-      "value": "color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-600), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -2383,7 +2383,7 @@
       "group": "action",
       "description": "Semantic action-color scale derived from --sf-color-action. Covers fills, hover/active states, and tint variants for primary interactive elements.",
       "note": "Dark action shade. Strong text and icon fills on light backgrounds.",
-      "value": "color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-700), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -2404,7 +2404,7 @@
       "group": "action",
       "description": "Semantic action-color scale derived from --sf-color-action. Covers fills, hover/active states, and tint variants for primary interactive elements.",
       "note": "Very dark action shade. High-contrast text on white.",
-      "value": "color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-800), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -2425,7 +2425,7 @@
       "group": "action",
       "description": "Semantic action-color scale derived from --sf-color-action. Covers fills, hover/active states, and tint variants for primary interactive elements.",
       "note": "Near-black action shade. Extreme contrast on white surfaces.",
-      "value": "color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-900), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -2446,7 +2446,7 @@
       "group": "action",
       "description": "Semantic action-color scale derived from --sf-color-action. Covers fills, hover/active states, and tint variants for primary interactive elements.",
       "note": "Darkest action tint. Near-black for dark-theme surface accents.",
-      "value": "color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-950), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -3727,7 +3727,7 @@
       "group": "Status triplets",
       "description": "Three-shade status triplets (subtle / muted / strong) for each status role. Use subtle for backgrounds, muted for fills, strong for text on light surfaces.",
       "note": "Light danger tint for error row backgrounds and alert container fills.",
-      "value": "oklch(from var(--sf-color-danger) l c h / 0.1)",
+      "value": "oklch(from var(--sf-color-danger) l c h / 0.12)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -3916,7 +3916,7 @@
       "group": "Status triplets",
       "description": "Three-shade status triplets (subtle / muted / strong) for each status role. Use subtle for backgrounds, muted for fills, strong for text on light surfaces.",
       "note": "Light info tint for informational note backgrounds.",
-      "value": "oklch(from var(--sf-color-info) l c h / 0.1)",
+      "value": "oklch(from var(--sf-color-info) l c h / 0.12)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -4231,7 +4231,7 @@
       "group": "neutral",
       "description": "Semantic neutral-color scale derived from --sf-color-neutral. Useful for muted UI chrome.",
       "note": "Very light neutral shade.",
-      "value": "color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-100), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -4252,7 +4252,7 @@
       "group": "neutral",
       "description": "Semantic neutral-color scale derived from --sf-color-neutral. Useful for muted UI chrome.",
       "note": "Light neutral shade at step 200 on the numeric scale. Subtle fills and outlined badge backgrounds.",
-      "value": "color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-200), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -4273,7 +4273,7 @@
       "group": "neutral",
       "description": "Semantic neutral-color scale derived from --sf-color-neutral. Useful for muted UI chrome.",
       "note": "Light-mid neutral shade.",
-      "value": "color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-300), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -4294,7 +4294,7 @@
       "group": "neutral",
       "description": "Semantic neutral-color scale derived from --sf-color-neutral. Useful for muted UI chrome.",
       "note": "Mid-light neutral shade.",
-      "value": "color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-400), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -4315,7 +4315,7 @@
       "group": "neutral",
       "description": "Semantic neutral-color scale derived from --sf-color-neutral. Useful for muted UI chrome.",
       "note": "Lightest neutral tint.",
-      "value": "color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-50), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -4357,7 +4357,7 @@
       "group": "neutral",
       "description": "Semantic neutral-color scale derived from --sf-color-neutral. Useful for muted UI chrome.",
       "note": "Mid-dark neutral shade.",
-      "value": "color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-600), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -4378,7 +4378,7 @@
       "group": "neutral",
       "description": "Semantic neutral-color scale derived from --sf-color-neutral. Useful for muted UI chrome.",
       "note": "Dark neutral shade.",
-      "value": "color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-700), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -4399,7 +4399,7 @@
       "group": "neutral",
       "description": "Semantic neutral-color scale derived from --sf-color-neutral. Useful for muted UI chrome.",
       "note": "Very dark neutral shade.",
-      "value": "color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-800), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -4420,7 +4420,7 @@
       "group": "neutral",
       "description": "Semantic neutral-color scale derived from --sf-color-neutral. Useful for muted UI chrome.",
       "note": "Near-black neutral shade at step 900 on the numeric scale. Extreme contrast on light surfaces.",
-      "value": "color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-900), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -4441,7 +4441,7 @@
       "group": "neutral",
       "description": "Semantic neutral-color scale derived from --sf-color-neutral. Useful for muted UI chrome.",
       "note": "Darkest neutral tint.",
-      "value": "color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-950), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -4882,7 +4882,7 @@
       "group": "primary",
       "description": "Semantic primary-color scale derived from --sf-color-primary. Covers fills, hover/active states, and tint variants for the primary palette role.",
       "note": "Very light primary shade.",
-      "value": "color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-100), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -4903,7 +4903,7 @@
       "group": "primary",
       "description": "Semantic primary-color scale derived from --sf-color-primary. Covers fills, hover/active states, and tint variants for the primary palette role.",
       "note": "Light primary shade at step 200 on the numeric scale. Subtle fills and outlined badge backgrounds.",
-      "value": "color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-200), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -4924,7 +4924,7 @@
       "group": "primary",
       "description": "Semantic primary-color scale derived from --sf-color-primary. Covers fills, hover/active states, and tint variants for the primary palette role.",
       "note": "Light-mid primary shade.",
-      "value": "color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-300), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -4945,7 +4945,7 @@
       "group": "primary",
       "description": "Semantic primary-color scale derived from --sf-color-primary. Covers fills, hover/active states, and tint variants for the primary palette role.",
       "note": "Mid-light primary shade.",
-      "value": "color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-400), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -4966,7 +4966,7 @@
       "group": "primary",
       "description": "Semantic primary-color scale derived from --sf-color-primary. Covers fills, hover/active states, and tint variants for the primary palette role.",
       "note": "Lightest primary tint.",
-      "value": "color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-50), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -5008,7 +5008,7 @@
       "group": "primary",
       "description": "Semantic primary-color scale derived from --sf-color-primary. Covers fills, hover/active states, and tint variants for the primary palette role.",
       "note": "Mid-dark primary shade.",
-      "value": "color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-600), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -5029,7 +5029,7 @@
       "group": "primary",
       "description": "Semantic primary-color scale derived from --sf-color-primary. Covers fills, hover/active states, and tint variants for the primary palette role.",
       "note": "Dark primary shade.",
-      "value": "color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-700), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -5050,7 +5050,7 @@
       "group": "primary",
       "description": "Semantic primary-color scale derived from --sf-color-primary. Covers fills, hover/active states, and tint variants for the primary palette role.",
       "note": "Very dark primary shade.",
-      "value": "color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-800), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -5071,7 +5071,7 @@
       "group": "primary",
       "description": "Semantic primary-color scale derived from --sf-color-primary. Covers fills, hover/active states, and tint variants for the primary palette role.",
       "note": "Near-black primary shade at step 900 on the numeric scale. Extreme contrast on light surfaces.",
-      "value": "color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-900), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -5092,7 +5092,7 @@
       "group": "primary",
       "description": "Semantic primary-color scale derived from --sf-color-primary. Covers fills, hover/active states, and tint variants for the primary palette role.",
       "note": "Darkest primary tint.",
-      "value": "color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-950), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -5554,7 +5554,7 @@
       "group": "secondary",
       "description": "Semantic secondary-color scale derived from --sf-color-secondary.",
       "note": "Very light secondary shade.",
-      "value": "color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-100), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -5575,7 +5575,7 @@
       "group": "secondary",
       "description": "Semantic secondary-color scale derived from --sf-color-secondary.",
       "note": "Light secondary shade at step 200 on the numeric scale. Subtle fills and outlined badge backgrounds.",
-      "value": "color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-200), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -5596,7 +5596,7 @@
       "group": "secondary",
       "description": "Semantic secondary-color scale derived from --sf-color-secondary.",
       "note": "Light-mid secondary shade.",
-      "value": "color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-300), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -5617,7 +5617,7 @@
       "group": "secondary",
       "description": "Semantic secondary-color scale derived from --sf-color-secondary.",
       "note": "Mid-light secondary shade.",
-      "value": "color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-400), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -5638,7 +5638,7 @@
       "group": "secondary",
       "description": "Semantic secondary-color scale derived from --sf-color-secondary.",
       "note": "Lightest secondary tint.",
-      "value": "color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-50), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -5680,7 +5680,7 @@
       "group": "secondary",
       "description": "Semantic secondary-color scale derived from --sf-color-secondary.",
       "note": "Mid-dark secondary shade.",
-      "value": "color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-600), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -5701,7 +5701,7 @@
       "group": "secondary",
       "description": "Semantic secondary-color scale derived from --sf-color-secondary.",
       "note": "Dark secondary shade.",
-      "value": "color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-700), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -5722,7 +5722,7 @@
       "group": "secondary",
       "description": "Semantic secondary-color scale derived from --sf-color-secondary.",
       "note": "Very dark secondary shade.",
-      "value": "color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-800), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -5743,7 +5743,7 @@
       "group": "secondary",
       "description": "Semantic secondary-color scale derived from --sf-color-secondary.",
       "note": "Near-black secondary shade at step 900 on the numeric scale. Extreme contrast on light surfaces.",
-      "value": "color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-900), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -5764,7 +5764,7 @@
       "group": "secondary",
       "description": "Semantic secondary-color scale derived from --sf-color-secondary.",
       "note": "Darkest secondary tint.",
-      "value": "color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-950), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -6436,7 +6436,7 @@
       "group": "tertiary",
       "description": "Semantic tertiary-color scale derived from --sf-color-tertiary.",
       "note": "Very light tertiary shade.",
-      "value": "color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-100), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -6457,7 +6457,7 @@
       "group": "tertiary",
       "description": "Semantic tertiary-color scale derived from --sf-color-tertiary.",
       "note": "Light tertiary shade at step 200 on the numeric scale. Subtle fills and outlined badge backgrounds.",
-      "value": "color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-200), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -6478,7 +6478,7 @@
       "group": "tertiary",
       "description": "Semantic tertiary-color scale derived from --sf-color-tertiary.",
       "note": "Light-mid tertiary shade.",
-      "value": "color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-300), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -6499,7 +6499,7 @@
       "group": "tertiary",
       "description": "Semantic tertiary-color scale derived from --sf-color-tertiary.",
       "note": "Mid-light tertiary shade.",
-      "value": "color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-400), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -6520,7 +6520,7 @@
       "group": "tertiary",
       "description": "Semantic tertiary-color scale derived from --sf-color-tertiary.",
       "note": "Lightest tertiary tint.",
-      "value": "color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-50), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -6562,7 +6562,7 @@
       "group": "tertiary",
       "description": "Semantic tertiary-color scale derived from --sf-color-tertiary.",
       "note": "Mid-dark tertiary shade.",
-      "value": "color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-600), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -6583,7 +6583,7 @@
       "group": "tertiary",
       "description": "Semantic tertiary-color scale derived from --sf-color-tertiary.",
       "note": "Dark tertiary shade.",
-      "value": "color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-700), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -6604,7 +6604,7 @@
       "group": "tertiary",
       "description": "Semantic tertiary-color scale derived from --sf-color-tertiary.",
       "note": "Very dark tertiary shade.",
-      "value": "color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-800), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -6625,7 +6625,7 @@
       "group": "tertiary",
       "description": "Semantic tertiary-color scale derived from --sf-color-tertiary.",
       "note": "Near-black tertiary shade at step 900 on the numeric scale. Extreme contrast on light surfaces.",
-      "value": "color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-900), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -6646,7 +6646,7 @@
       "group": "tertiary",
       "description": "Semantic tertiary-color scale derived from --sf-color-tertiary.",
       "note": "Darkest tertiary tint.",
-      "value": "color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-950), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -11255,15 +11255,15 @@
       ]
     },
     {
-      "name": "--sf-palette-mix-100",
+      "name": "--sf-palette-shade-l",
       "tier": "PUBLIC-ADVANCED",
       "role": "knob",
       "namespace": "palette",
       "category": "Core tokens",
-      "group": "Palette shade mix percentages",
-      "description": "Color-mix percentage for palette step 100. Controls blend depth toward the surface. Default 8%.",
-      "note": "Color-mix percentage for palette step 100. Controls blend depth toward the surface. Default 8%.",
-      "value": "8%",
+      "group": "Palette ramp lightness anchors",
+      "description": "Absolute OKLCH lightness the shade steps (600-950) pull toward; sets how dark the darkest palette step can reach. Default 0.1.",
+      "note": "Absolute OKLCH lightness the shade steps (600-950) pull toward; sets how dark the darkest palette step can reach. Default 0.1.",
+      "value": "0.1",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
@@ -11276,183 +11276,15 @@
       ]
     },
     {
-      "name": "--sf-palette-mix-200",
+      "name": "--sf-palette-tint-l",
       "tier": "PUBLIC-ADVANCED",
       "role": "knob",
       "namespace": "palette",
       "category": "Core tokens",
-      "group": "Palette shade mix percentages",
-      "description": "Color-mix percentage for palette step 200. Controls blend depth toward the surface. Default 20%.",
-      "note": "Color-mix percentage for palette step 200. Controls blend depth toward the surface. Default 20%.",
-      "value": "20%",
-      "aliasOf": null,
-      "registered": false,
-      "syntax": null,
-      "fallbackOnly": false,
-      "optional": false,
-      "layer": "slashed.tokens",
-      "bundles": [
-        "full",
-        "optimal"
-      ]
-    },
-    {
-      "name": "--sf-palette-mix-300",
-      "tier": "PUBLIC-ADVANCED",
-      "role": "knob",
-      "namespace": "palette",
-      "category": "Core tokens",
-      "group": "Palette shade mix percentages",
-      "description": "Color-mix percentage for palette step 300. Controls blend depth toward the surface. Default 40%.",
-      "note": "Color-mix percentage for palette step 300. Controls blend depth toward the surface. Default 40%.",
-      "value": "40%",
-      "aliasOf": null,
-      "registered": false,
-      "syntax": null,
-      "fallbackOnly": false,
-      "optional": false,
-      "layer": "slashed.tokens",
-      "bundles": [
-        "full",
-        "optimal"
-      ]
-    },
-    {
-      "name": "--sf-palette-mix-400",
-      "tier": "PUBLIC-ADVANCED",
-      "role": "knob",
-      "namespace": "palette",
-      "category": "Core tokens",
-      "group": "Palette shade mix percentages",
-      "description": "Color-mix percentage for palette step 400 (near-mid tint). Controls blend depth. Default 65%.",
-      "note": "Color-mix percentage for palette step 400 (near-mid tint). Controls blend depth. Default 65%.",
-      "value": "65%",
-      "aliasOf": null,
-      "registered": false,
-      "syntax": null,
-      "fallbackOnly": false,
-      "optional": false,
-      "layer": "slashed.tokens",
-      "bundles": [
-        "full",
-        "optimal"
-      ]
-    },
-    {
-      "name": "--sf-palette-mix-50",
-      "tier": "PUBLIC-ADVANCED",
-      "role": "knob",
-      "namespace": "palette",
-      "category": "Core tokens",
-      "group": "Palette shade mix percentages",
-      "description": "Color-mix percentage for the lightest palette step (50). Controls how far step 50 blends toward the surface. Default 4%.",
-      "note": "Color-mix percentage for the lightest palette step (50). Controls how far step 50 blends toward the surface. Default 4%.",
-      "value": "4%",
-      "aliasOf": null,
-      "registered": false,
-      "syntax": null,
-      "fallbackOnly": false,
-      "optional": false,
-      "layer": "slashed.tokens",
-      "bundles": [
-        "full",
-        "optimal"
-      ]
-    },
-    {
-      "name": "--sf-palette-mix-600",
-      "tier": "PUBLIC-ADVANCED",
-      "role": "knob",
-      "namespace": "palette",
-      "category": "Core tokens",
-      "group": "Palette shade mix percentages",
-      "description": "Color-mix percentage for palette step 600 (near-mid shade). Controls blend depth toward the text color. Default 82%.",
-      "note": "Color-mix percentage for palette step 600 (near-mid shade). Controls blend depth toward the text color. Default 82%.",
-      "value": "82%",
-      "aliasOf": null,
-      "registered": false,
-      "syntax": null,
-      "fallbackOnly": false,
-      "optional": false,
-      "layer": "slashed.tokens",
-      "bundles": [
-        "full",
-        "optimal"
-      ]
-    },
-    {
-      "name": "--sf-palette-mix-700",
-      "tier": "PUBLIC-ADVANCED",
-      "role": "knob",
-      "namespace": "palette",
-      "category": "Core tokens",
-      "group": "Palette shade mix percentages",
-      "description": "Color-mix percentage for palette step 700. Controls blend depth toward the text color. Default 62%.",
-      "note": "Color-mix percentage for palette step 700. Controls blend depth toward the text color. Default 62%.",
-      "value": "62%",
-      "aliasOf": null,
-      "registered": false,
-      "syntax": null,
-      "fallbackOnly": false,
-      "optional": false,
-      "layer": "slashed.tokens",
-      "bundles": [
-        "full",
-        "optimal"
-      ]
-    },
-    {
-      "name": "--sf-palette-mix-800",
-      "tier": "PUBLIC-ADVANCED",
-      "role": "knob",
-      "namespace": "palette",
-      "category": "Core tokens",
-      "group": "Palette shade mix percentages",
-      "description": "Color-mix percentage for palette step 800 (dark shade). Controls blend depth toward text. Default 38%.",
-      "note": "Color-mix percentage for palette step 800 (dark shade). Controls blend depth toward text. Default 38%.",
-      "value": "38%",
-      "aliasOf": null,
-      "registered": false,
-      "syntax": null,
-      "fallbackOnly": false,
-      "optional": false,
-      "layer": "slashed.tokens",
-      "bundles": [
-        "full",
-        "optimal"
-      ]
-    },
-    {
-      "name": "--sf-palette-mix-900",
-      "tier": "PUBLIC-ADVANCED",
-      "role": "knob",
-      "namespace": "palette",
-      "category": "Core tokens",
-      "group": "Palette shade mix percentages",
-      "description": "Color-mix percentage for palette step 900 (very dark shade). Controls blend depth toward text. Default 18%.",
-      "note": "Color-mix percentage for palette step 900 (very dark shade). Controls blend depth toward text. Default 18%.",
-      "value": "18%",
-      "aliasOf": null,
-      "registered": false,
-      "syntax": null,
-      "fallbackOnly": false,
-      "optional": false,
-      "layer": "slashed.tokens",
-      "bundles": [
-        "full",
-        "optimal"
-      ]
-    },
-    {
-      "name": "--sf-palette-mix-950",
-      "tier": "PUBLIC-ADVANCED",
-      "role": "knob",
-      "namespace": "palette",
-      "category": "Core tokens",
-      "group": "Palette shade mix percentages",
-      "description": "Color-mix percentage for the darkest palette step (950). Controls how far step 950 blends toward the text color. Default 8%.",
-      "note": "Color-mix percentage for the darkest palette step (950). Controls how far step 950 blends toward the text color. Default 8%.",
-      "value": "8%",
+      "group": "Palette ramp lightness anchors",
+      "description": "Absolute OKLCH lightness the tint steps (50-400) pull toward; sets how light the lightest palette step can reach. Default 0.97.",
+      "note": "Absolute OKLCH lightness the tint steps (50-400) pull toward; sets how light the lightest palette step can reach. Default 0.97.",
+      "value": "0.97",
       "aliasOf": null,
       "registered": false,
       "syntax": null,
diff --git a/configurator/src/data/domain-patterns.json b/configurator/src/data/domain-patterns.json
index 8fda785b..8703ab22 100644
--- a/configurator/src/data/domain-patterns.json
+++ b/configurator/src/data/domain-patterns.json
@@ -1,6 +1,6 @@
 {
   "macros":     ["prose", "flow-space", "line-clamp", "aspect", "scroll-shadow", "scrim", "surface-color", "surface-bg", "content-intrinsic", "overlap-"],
-  "colors":     ["color", "contrast", "palette-mix", "lumlocker", "gradient"],
+  "colors":     ["color", "contrast", "palette", "lumlocker", "gradient"],
   "typography": ["font", "--sf-text", "leading", "tracking", "weight", "body-font", "heading-font",
                  "body-em", "body-text", "heading-text", "display-l-", "display-m-",
                  "-h1-", "-h2-", "-h3-", "-h4-", "-h5-", "-h6-",
diff --git a/configurator/src/data/token-registry.generated.json b/configurator/src/data/token-registry.generated.json
index 2899b694..5e23826f 100644
--- a/configurator/src/data/token-registry.generated.json
+++ b/configurator/src/data/token-registry.generated.json
@@ -1,7 +1,7 @@
 {
   "_meta": {
     "generatedBy": "scripts/gen-token-registry.js",
-    "nextId": 798
+    "nextId": 800
   },
   "tokens": [
     {
@@ -1993,43 +1993,53 @@
     },
     {
       "id": 489,
-      "name": "--sf-palette-mix-100"
+      "name": "--sf-palette-mix-100",
+      "removed": true
     },
     {
       "id": 490,
-      "name": "--sf-palette-mix-200"
+      "name": "--sf-palette-mix-200",
+      "removed": true
     },
     {
       "id": 491,
-      "name": "--sf-palette-mix-300"
+      "name": "--sf-palette-mix-300",
+      "removed": true
     },
     {
       "id": 492,
-      "name": "--sf-palette-mix-400"
+      "name": "--sf-palette-mix-400",
+      "removed": true
     },
     {
       "id": 493,
-      "name": "--sf-palette-mix-50"
+      "name": "--sf-palette-mix-50",
+      "removed": true
     },
     {
       "id": 494,
-      "name": "--sf-palette-mix-600"
+      "name": "--sf-palette-mix-600",
+      "removed": true
     },
     {
       "id": 495,
-      "name": "--sf-palette-mix-700"
+      "name": "--sf-palette-mix-700",
+      "removed": true
     },
     {
       "id": 496,
-      "name": "--sf-palette-mix-800"
+      "name": "--sf-palette-mix-800",
+      "removed": true
     },
     {
       "id": 497,
-      "name": "--sf-palette-mix-900"
+      "name": "--sf-palette-mix-900",
+      "removed": true
     },
     {
       "id": 498,
-      "name": "--sf-palette-mix-950"
+      "name": "--sf-palette-mix-950",
+      "removed": true
     },
     {
       "id": 499,
@@ -3239,6 +3249,14 @@
     {
       "id": 797,
       "name": "--sf-density"
+    },
+    {
+      "id": 798,
+      "name": "--sf-palette-shade-l"
+    },
+    {
+      "id": 799,
+      "name": "--sf-palette-tint-l"
     }
   ]
 }
diff --git a/core/tokens.css b/core/tokens.css
index a5c8ce84..d5dcc398 100644
--- a/core/tokens.css
+++ b/core/tokens.css
@@ -608,11 +608,11 @@
       --sf-color-warning-muted:  oklch(from var(--sf-color-warning) l c h / 0.3);
       --sf-color-warning-tint:   oklch(from var(--sf-color-warning) l c h / 0.05);
 
-      --sf-color-info-subtle:    oklch(from var(--sf-color-info) l c h / 0.1);
+      --sf-color-info-subtle:    oklch(from var(--sf-color-info) l c h / 0.12);
       --sf-color-info-muted:     oklch(from var(--sf-color-info) l c h / 0.3);
       --sf-color-info-tint:      oklch(from var(--sf-color-info) l c h / 0.05);
 
-      --sf-color-danger-subtle:  oklch(from var(--sf-color-danger) l c h / 0.1);
+      --sf-color-danger-subtle:  oklch(from var(--sf-color-danger) l c h / 0.12);
       --sf-color-danger-muted:   oklch(from var(--sf-color-danger) l c h / 0.3);
       --sf-color-danger-tint:    oklch(from var(--sf-color-danger) l c h / 0.05);
 
@@ -704,37 +704,37 @@
   :root {
 
     /* ----------------------------------------------------------
-       Palette shade mix percentages — PUBLIC-ADVANCED
-       Controls how far each numeric step blends toward surface (tints,
-       steps 50-400) or toward text (shades, steps 600-950). 500 = the
-       base color itself (no mixing). These are <percentage> values
-       consumed by color-mix() in every family below.
+       Palette ramp lightness anchors — PUBLIC-ADVANCED
+       Each numeric step is generated in OKLCH by pulling the family
+       colour's own lightness a fixed fraction toward an ABSOLUTE target:
+       tints (50-400) toward --sf-palette-tint-l, shades (600-950) toward
+       --sf-palette-shade-l. 500 = the family colour itself. Because the
+       targets are absolute (not the theme's surface/text tokens) and the
+       pull is clamped (max()/min()) so a tint can never end darker than
+       the base nor a shade lighter, the ramp is MONOTONIC light→dark for
+       ANY source colour and any anchor configuration — it cannot fold.
+       Per-step pull fractions and chroma taper are baked into each family
+       below; these two knobs set how light the lightest / how dark the
+       darkest step may reach. The `base` family keeps its own absolute
+       ladder (near-white→near-black) and does not read these.
        ---------------------------------------------------------- */
-    --sf-palette-mix-50:  4%;
-    --sf-palette-mix-100: 8%;
-    --sf-palette-mix-200: 20%;
-    --sf-palette-mix-300: 40%;
-    --sf-palette-mix-400: 65%;
-    --sf-palette-mix-600: 82%;
-    --sf-palette-mix-700: 62%;
-    --sf-palette-mix-800: 38%;
-    --sf-palette-mix-900: 18%;
-    --sf-palette-mix-950: 8%;
+    --sf-palette-tint-l:  0.97;
+    --sf-palette-shade-l: 0.1;
 
     /* ----------------------------------------------------------
        primary
        ---------------------------------------------------------- */
-    --sf-color-primary-50:  color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-50),  var(--sf-color-surface));
-    --sf-color-primary-100: color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-100), var(--sf-color-surface));
-    --sf-color-primary-200: color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-200), var(--sf-color-surface));
-    --sf-color-primary-300: color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-300), var(--sf-color-surface));
-    --sf-color-primary-400: color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-400), var(--sf-color-surface));
+    --sf-color-primary-50: oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h);
+    --sf-color-primary-100: oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h);
+    --sf-color-primary-200: oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h);
+    --sf-color-primary-300: oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h);
+    --sf-color-primary-400: oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h);
     --sf-color-primary-500: var(--sf-color-primary);
-    --sf-color-primary-600: color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-600), var(--sf-color-text));
-    --sf-color-primary-700: color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-700), var(--sf-color-text));
-    --sf-color-primary-800: color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-800), var(--sf-color-text));
-    --sf-color-primary-900: color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-900), var(--sf-color-text));
-    --sf-color-primary-950: color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-950), var(--sf-color-text));
+    --sf-color-primary-600: oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h);
+    --sf-color-primary-700: oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h);
+    --sf-color-primary-800: oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h);
+    --sf-color-primary-900: oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h);
+    --sf-color-primary-950: oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h);
 
     --sf-color-primary-a5:  oklch(from var(--sf-color-primary) l c h / 0.05);
     --sf-color-primary-a10: oklch(from var(--sf-color-primary) l c h / 0.10);
@@ -759,17 +759,17 @@
     /* ----------------------------------------------------------
        secondary
        ---------------------------------------------------------- */
-    --sf-color-secondary-50:  color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-50),  var(--sf-color-surface));
-    --sf-color-secondary-100: color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-100), var(--sf-color-surface));
-    --sf-color-secondary-200: color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-200), var(--sf-color-surface));
-    --sf-color-secondary-300: color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-300), var(--sf-color-surface));
-    --sf-color-secondary-400: color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-400), var(--sf-color-surface));
+    --sf-color-secondary-50: oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h);
+    --sf-color-secondary-100: oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h);
+    --sf-color-secondary-200: oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h);
+    --sf-color-secondary-300: oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h);
+    --sf-color-secondary-400: oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h);
     --sf-color-secondary-500: var(--sf-color-secondary);
-    --sf-color-secondary-600: color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-600), var(--sf-color-text));
-    --sf-color-secondary-700: color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-700), var(--sf-color-text));
-    --sf-color-secondary-800: color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-800), var(--sf-color-text));
-    --sf-color-secondary-900: color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-900), var(--sf-color-text));
-    --sf-color-secondary-950: color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-950), var(--sf-color-text));
+    --sf-color-secondary-600: oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h);
+    --sf-color-secondary-700: oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h);
+    --sf-color-secondary-800: oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h);
+    --sf-color-secondary-900: oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h);
+    --sf-color-secondary-950: oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h);
 
     --sf-color-secondary-a5:  oklch(from var(--sf-color-secondary) l c h / 0.05);
     --sf-color-secondary-a10: oklch(from var(--sf-color-secondary) l c h / 0.10);
@@ -794,17 +794,17 @@
     /* ----------------------------------------------------------
        tertiary
        ---------------------------------------------------------- */
-    --sf-color-tertiary-50:  color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-50),  var(--sf-color-surface));
-    --sf-color-tertiary-100: color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-100), var(--sf-color-surface));
-    --sf-color-tertiary-200: color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-200), var(--sf-color-surface));
-    --sf-color-tertiary-300: color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-300), var(--sf-color-surface));
-    --sf-color-tertiary-400: color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-400), var(--sf-color-surface));
+    --sf-color-tertiary-50: oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h);
+    --sf-color-tertiary-100: oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h);
+    --sf-color-tertiary-200: oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h);
+    --sf-color-tertiary-300: oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h);
+    --sf-color-tertiary-400: oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h);
     --sf-color-tertiary-500: var(--sf-color-tertiary);
-    --sf-color-tertiary-600: color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-600), var(--sf-color-text));
-    --sf-color-tertiary-700: color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-700), var(--sf-color-text));
-    --sf-color-tertiary-800: color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-800), var(--sf-color-text));
-    --sf-color-tertiary-900: color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-900), var(--sf-color-text));
-    --sf-color-tertiary-950: color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-950), var(--sf-color-text));
+    --sf-color-tertiary-600: oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h);
+    --sf-color-tertiary-700: oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h);
+    --sf-color-tertiary-800: oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h);
+    --sf-color-tertiary-900: oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h);
+    --sf-color-tertiary-950: oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h);
 
     --sf-color-tertiary-a5:  oklch(from var(--sf-color-tertiary) l c h / 0.05);
     --sf-color-tertiary-a10: oklch(from var(--sf-color-tertiary) l c h / 0.10);
@@ -829,17 +829,17 @@
     /* ----------------------------------------------------------
        action
        ---------------------------------------------------------- */
-    --sf-color-action-50:  color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-50),  var(--sf-color-surface));
-    --sf-color-action-100: color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-100), var(--sf-color-surface));
-    --sf-color-action-200: color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-200), var(--sf-color-surface));
-    --sf-color-action-300: color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-300), var(--sf-color-surface));
-    --sf-color-action-400: color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-400), var(--sf-color-surface));
+    --sf-color-action-50: oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h);
+    --sf-color-action-100: oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h);
+    --sf-color-action-200: oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h);
+    --sf-color-action-300: oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h);
+    --sf-color-action-400: oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h);
     --sf-color-action-500: var(--sf-color-action);
-    --sf-color-action-600: color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-600), var(--sf-color-text));
-    --sf-color-action-700: color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-700), var(--sf-color-text));
-    --sf-color-action-800: color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-800), var(--sf-color-text));
-    --sf-color-action-900: color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-900), var(--sf-color-text));
-    --sf-color-action-950: color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-950), var(--sf-color-text));
+    --sf-color-action-600: oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h);
+    --sf-color-action-700: oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h);
+    --sf-color-action-800: oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h);
+    --sf-color-action-900: oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h);
+    --sf-color-action-950: oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h);
 
     --sf-color-action-a5:  oklch(from var(--sf-color-action) l c h / 0.05);
     --sf-color-action-a10: oklch(from var(--sf-color-action) l c h / 0.10);
@@ -864,17 +864,17 @@
     /* ----------------------------------------------------------
        neutral
        ---------------------------------------------------------- */
-    --sf-color-neutral-50:  color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-50),  var(--sf-color-surface));
-    --sf-color-neutral-100: color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-100), var(--sf-color-surface));
-    --sf-color-neutral-200: color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-200), var(--sf-color-surface));
-    --sf-color-neutral-300: color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-300), var(--sf-color-surface));
-    --sf-color-neutral-400: color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-400), var(--sf-color-surface));
+    --sf-color-neutral-50: oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h);
+    --sf-color-neutral-100: oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h);
+    --sf-color-neutral-200: oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h);
+    --sf-color-neutral-300: oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h);
+    --sf-color-neutral-400: oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h);
     --sf-color-neutral-500: var(--sf-color-neutral);
-    --sf-color-neutral-600: color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-600), var(--sf-color-text));
-    --sf-color-neutral-700: color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-700), var(--sf-color-text));
-    --sf-color-neutral-800: color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-800), var(--sf-color-text));
-    --sf-color-neutral-900: color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-900), var(--sf-color-text));
-    --sf-color-neutral-950: color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-950), var(--sf-color-text));
+    --sf-color-neutral-600: oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h);
+    --sf-color-neutral-700: oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h);
+    --sf-color-neutral-800: oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h);
+    --sf-color-neutral-900: oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h);
+    --sf-color-neutral-950: oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h);
 
     --sf-color-neutral-a5:  oklch(from var(--sf-color-neutral) l c h / 0.05);
     --sf-color-neutral-a10: oklch(from var(--sf-color-neutral) l c h / 0.10);
diff --git a/demo/index.html b/demo/index.html
index f82a828a..429f244c 100644
--- a/demo/index.html
+++ b/demo/index.html
@@ -4263,7 +4263,7 @@ <h3 id="cov-forms" class="cov-area-h">Forms <span class="cov-count">1</span></h3
           </figure>
         </div>
 
-        <h3 id="cov-tokens-h" class="cov-area-h">Design tokens <span class="cov-count">754</span></h3>
+        <h3 id="cov-tokens-h" class="cov-area-h">Design tokens <span class="cov-count">746</span></h3>
         <p class="cov-note">Values resolve from the loaded bundle. Component-scoped tokens
         (<code>--sf-btn-*</code>, <code>--sf-card-*</code>, <code>--sf-field-*</code>) resolve against a
         hidden probe of that component; a <code>—</code> means the token has no value outside its
@@ -4380,17 +4380,17 @@ <h3 id="cov-tokens-h" class="cov-area-h">Design tokens <span class="cov-count">7
         <div class="cov-token" data-cov-token="--sf-color-action" data-cov-default="light-dark(var(--sf-color-action-source-light), var(--sf-color-action-source-dark, oklch(from var(--sf-color-action-source-light) clamp(0.65, calc(0.95 - l * 0.5), 0.88) calc(c * 0.9) h)))"><span class="cov-swatch" style="--cov-v: var(--sf-color-action)"></span><code>--sf-color-action</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-action--active" data-cov-default="var(--sf-color-action-xdark)"><span class="cov-swatch" style="--cov-v: var(--sf-color-action--active)"></span><code>--sf-color-action--active</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-action--hover" data-cov-default="var(--sf-color-action-darker)"><span class="cov-swatch" style="--cov-v: var(--sf-color-action--hover)"></span><code>--sf-color-action--hover</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-action-100" data-cov-default="color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-100), var(--sf-color-surface))"><span class="cov-swatch" style="--cov-v: var(--sf-color-action-100)"></span><code>--sf-color-action-100</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-action-200" data-cov-default="color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-200), var(--sf-color-surface))"><span class="cov-swatch" style="--cov-v: var(--sf-color-action-200)"></span><code>--sf-color-action-200</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-action-300" data-cov-default="color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-300), var(--sf-color-surface))"><span class="cov-swatch" style="--cov-v: var(--sf-color-action-300)"></span><code>--sf-color-action-300</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-action-400" data-cov-default="color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-400), var(--sf-color-surface))"><span class="cov-swatch" style="--cov-v: var(--sf-color-action-400)"></span><code>--sf-color-action-400</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-action-50" data-cov-default="color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-50), var(--sf-color-surface))"><span class="cov-swatch" style="--cov-v: var(--sf-color-action-50)"></span><code>--sf-color-action-50</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-action-100" data-cov-default="oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-action-100)"></span><code>--sf-color-action-100</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-action-200" data-cov-default="oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-action-200)"></span><code>--sf-color-action-200</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-action-300" data-cov-default="oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-action-300)"></span><code>--sf-color-action-300</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-action-400" data-cov-default="oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-action-400)"></span><code>--sf-color-action-400</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-action-50" data-cov-default="oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-action-50)"></span><code>--sf-color-action-50</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-action-500" data-cov-default="var(--sf-color-action)"><span class="cov-swatch" style="--cov-v: var(--sf-color-action-500)"></span><code>--sf-color-action-500</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-action-600" data-cov-default="color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-600), var(--sf-color-text))"><span class="cov-swatch" style="--cov-v: var(--sf-color-action-600)"></span><code>--sf-color-action-600</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-action-700" data-cov-default="color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-700), var(--sf-color-text))"><span class="cov-swatch" style="--cov-v: var(--sf-color-action-700)"></span><code>--sf-color-action-700</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-action-800" data-cov-default="color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-800), var(--sf-color-text))"><span class="cov-swatch" style="--cov-v: var(--sf-color-action-800)"></span><code>--sf-color-action-800</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-action-900" data-cov-default="color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-900), var(--sf-color-text))"><span class="cov-swatch" style="--cov-v: var(--sf-color-action-900)"></span><code>--sf-color-action-900</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-action-950" data-cov-default="color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-950), var(--sf-color-text))"><span class="cov-swatch" style="--cov-v: var(--sf-color-action-950)"></span><code>--sf-color-action-950</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-action-600" data-cov-default="oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-action-600)"></span><code>--sf-color-action-600</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-action-700" data-cov-default="oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-action-700)"></span><code>--sf-color-action-700</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-action-800" data-cov-default="oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-action-800)"></span><code>--sf-color-action-800</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-action-900" data-cov-default="oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-action-900)"></span><code>--sf-color-action-900</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-action-950" data-cov-default="oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-action-950)"></span><code>--sf-color-action-950</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-action-a10" data-cov-default="oklch(from var(--sf-color-action) l c h / 0.10)"><span class="cov-swatch" style="--cov-v: var(--sf-color-action-a10)"></span><code>--sf-color-action-a10</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-action-a30" data-cov-default="oklch(from var(--sf-color-action) l c h / 0.30)"><span class="cov-swatch" style="--cov-v: var(--sf-color-action-a30)"></span><code>--sf-color-action-a30</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-action-a5" data-cov-default="oklch(from var(--sf-color-action) l c h / 0.05)"><span class="cov-swatch" style="--cov-v: var(--sf-color-action-a5)"></span><code>--sf-color-action-a5</code><span class="cov-val"></span></div>
@@ -4451,7 +4451,7 @@ <h3 id="cov-tokens-h" class="cov-area-h">Design tokens <span class="cov-count">7
         <div class="cov-token" data-cov-token="--sf-color-danger-source-dark" data-cov-default="oklch(0.71 0.198 12)"><span class="cov-swatch" style="--cov-v: var(--sf-color-danger-source-dark)"></span><code>--sf-color-danger-source-dark</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-danger-source-light" data-cov-default="oklch(0.48 0.22 12)"><span class="cov-swatch" style="--cov-v: var(--sf-color-danger-source-light)"></span><code>--sf-color-danger-source-light</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-danger-strong" data-cov-default="light-dark( oklch(from var(--sf-color-danger-source-light) calc(l - 0.1) c h), oklch(from var(--sf-color-danger) clamp(0.70, calc(l + 0.15), 1) c h) )"><span class="cov-swatch" style="--cov-v: var(--sf-color-danger-strong)"></span><code>--sf-color-danger-strong</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-danger-subtle" data-cov-default="oklch(from var(--sf-color-danger) l c h / 0.1)"><span class="cov-swatch" style="--cov-v: var(--sf-color-danger-subtle)"></span><code>--sf-color-danger-subtle</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-danger-subtle" data-cov-default="oklch(from var(--sf-color-danger) l c h / 0.12)"><span class="cov-swatch" style="--cov-v: var(--sf-color-danger-subtle)"></span><code>--sf-color-danger-subtle</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-danger-tint" data-cov-default="oklch(from var(--sf-color-danger) l c h / 0.05)"><span class="cov-swatch" style="--cov-v: var(--sf-color-danger-tint)"></span><code>--sf-color-danger-tint</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-dim" data-cov-default="oklch(0 0 0 / 0.5)"><span class="cov-swatch" style="--cov-v: var(--sf-color-dim)"></span><code>--sf-color-dim</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-heading" data-cov-default="light-dark( oklch(from var(--sf-color-neutral-source-light) clamp(0.05, calc(l - 0.4 - var(--sf-contrast-bias)), 0.35) c h), oklch(from var(--sf-color-neutral) clamp(0.70, calc(l + 0.25 + var(--sf-contrast-bias)), 1) c h) )"><span class="cov-swatch" style="--cov-v: var(--sf-color-heading)"></span><code>--sf-color-heading</code><span class="cov-val"></span></div>
@@ -4460,7 +4460,7 @@ <h3 id="cov-tokens-h" class="cov-area-h">Design tokens <span class="cov-count">7
         <div class="cov-token" data-cov-token="--sf-color-info-source-dark" data-cov-default="oklch(0.71 0.162 235)"><span class="cov-swatch" style="--cov-v: var(--sf-color-info-source-dark)"></span><code>--sf-color-info-source-dark</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-info-source-light" data-cov-default="oklch(0.48 0.18 235)"><span class="cov-swatch" style="--cov-v: var(--sf-color-info-source-light)"></span><code>--sf-color-info-source-light</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-info-strong" data-cov-default="light-dark( oklch(from var(--sf-color-info-source-light) calc(l - 0.1) c h), oklch(from var(--sf-color-info) clamp(0.70, calc(l + 0.15), 1) c h) )"><span class="cov-swatch" style="--cov-v: var(--sf-color-info-strong)"></span><code>--sf-color-info-strong</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-info-subtle" data-cov-default="oklch(from var(--sf-color-info) l c h / 0.1)"><span class="cov-swatch" style="--cov-v: var(--sf-color-info-subtle)"></span><code>--sf-color-info-subtle</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-info-subtle" data-cov-default="oklch(from var(--sf-color-info) l c h / 0.12)"><span class="cov-swatch" style="--cov-v: var(--sf-color-info-subtle)"></span><code>--sf-color-info-subtle</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-info-tint" data-cov-default="oklch(from var(--sf-color-info) l c h / 0.05)"><span class="cov-swatch" style="--cov-v: var(--sf-color-info-tint)"></span><code>--sf-color-info-tint</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-inset" data-cov-default="oklch(from var(--sf-color-base) calc(l - 0.02) c h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-inset)"></span><code>--sf-color-inset</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-inverse" data-cov-default="oklch(from var(--sf-color-base) calc(1 - l) c h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-inverse)"></span><code>--sf-color-inverse</code><span class="cov-val"></span></div>
@@ -4475,17 +4475,17 @@ <h3 id="cov-tokens-h" class="cov-area-h">Design tokens <span class="cov-count">7
         <div class="cov-token" data-cov-token="--sf-color-neutral" data-cov-default="light-dark(var(--sf-color-neutral-source-light), var(--sf-color-neutral-source-dark, oklch(from var(--sf-color-neutral-source-light) clamp(0.65, calc(0.95 - l * 0.5), 0.88) calc(c * 0.9) h)))"><span class="cov-swatch" style="--cov-v: var(--sf-color-neutral)"></span><code>--sf-color-neutral</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-neutral--active" data-cov-default="var(--sf-color-neutral-xdark)"><span class="cov-swatch" style="--cov-v: var(--sf-color-neutral--active)"></span><code>--sf-color-neutral--active</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-neutral--hover" data-cov-default="var(--sf-color-neutral-darker)"><span class="cov-swatch" style="--cov-v: var(--sf-color-neutral--hover)"></span><code>--sf-color-neutral--hover</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-neutral-100" data-cov-default="color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-100), var(--sf-color-surface))"><span class="cov-swatch" style="--cov-v: var(--sf-color-neutral-100)"></span><code>--sf-color-neutral-100</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-neutral-200" data-cov-default="color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-200), var(--sf-color-surface))"><span class="cov-swatch" style="--cov-v: var(--sf-color-neutral-200)"></span><code>--sf-color-neutral-200</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-neutral-300" data-cov-default="color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-300), var(--sf-color-surface))"><span class="cov-swatch" style="--cov-v: var(--sf-color-neutral-300)"></span><code>--sf-color-neutral-300</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-neutral-400" data-cov-default="color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-400), var(--sf-color-surface))"><span class="cov-swatch" style="--cov-v: var(--sf-color-neutral-400)"></span><code>--sf-color-neutral-400</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-neutral-50" data-cov-default="color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-50), var(--sf-color-surface))"><span class="cov-swatch" style="--cov-v: var(--sf-color-neutral-50)"></span><code>--sf-color-neutral-50</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-neutral-100" data-cov-default="oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-neutral-100)"></span><code>--sf-color-neutral-100</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-neutral-200" data-cov-default="oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-neutral-200)"></span><code>--sf-color-neutral-200</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-neutral-300" data-cov-default="oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-neutral-300)"></span><code>--sf-color-neutral-300</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-neutral-400" data-cov-default="oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-neutral-400)"></span><code>--sf-color-neutral-400</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-neutral-50" data-cov-default="oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-neutral-50)"></span><code>--sf-color-neutral-50</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-neutral-500" data-cov-default="var(--sf-color-neutral)"><span class="cov-swatch" style="--cov-v: var(--sf-color-neutral-500)"></span><code>--sf-color-neutral-500</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-neutral-600" data-cov-default="color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-600), var(--sf-color-text))"><span class="cov-swatch" style="--cov-v: var(--sf-color-neutral-600)"></span><code>--sf-color-neutral-600</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-neutral-700" data-cov-default="color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-700), var(--sf-color-text))"><span class="cov-swatch" style="--cov-v: var(--sf-color-neutral-700)"></span><code>--sf-color-neutral-700</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-neutral-800" data-cov-default="color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-800), var(--sf-color-text))"><span class="cov-swatch" style="--cov-v: var(--sf-color-neutral-800)"></span><code>--sf-color-neutral-800</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-neutral-900" data-cov-default="color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-900), var(--sf-color-text))"><span class="cov-swatch" style="--cov-v: var(--sf-color-neutral-900)"></span><code>--sf-color-neutral-900</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-neutral-950" data-cov-default="color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-950), var(--sf-color-text))"><span class="cov-swatch" style="--cov-v: var(--sf-color-neutral-950)"></span><code>--sf-color-neutral-950</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-neutral-600" data-cov-default="oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-neutral-600)"></span><code>--sf-color-neutral-600</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-neutral-700" data-cov-default="oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-neutral-700)"></span><code>--sf-color-neutral-700</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-neutral-800" data-cov-default="oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-neutral-800)"></span><code>--sf-color-neutral-800</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-neutral-900" data-cov-default="oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-neutral-900)"></span><code>--sf-color-neutral-900</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-neutral-950" data-cov-default="oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-neutral-950)"></span><code>--sf-color-neutral-950</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-neutral-a10" data-cov-default="oklch(from var(--sf-color-neutral) l c h / 0.10)"><span class="cov-swatch" style="--cov-v: var(--sf-color-neutral-a10)"></span><code>--sf-color-neutral-a10</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-neutral-a30" data-cov-default="oklch(from var(--sf-color-neutral) l c h / 0.30)"><span class="cov-swatch" style="--cov-v: var(--sf-color-neutral-a30)"></span><code>--sf-color-neutral-a30</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-neutral-a5" data-cov-default="oklch(from var(--sf-color-neutral) l c h / 0.05)"><span class="cov-swatch" style="--cov-v: var(--sf-color-neutral-a5)"></span><code>--sf-color-neutral-a5</code><span class="cov-val"></span></div>
@@ -4506,17 +4506,17 @@ <h3 id="cov-tokens-h" class="cov-area-h">Design tokens <span class="cov-count">7
         <div class="cov-token" data-cov-token="--sf-color-primary" data-cov-default="light-dark(var(--sf-color-primary-source-light), var(--sf-color-primary-source-dark, oklch(from var(--sf-color-primary-source-light) clamp(0.65, calc(0.95 - l * 0.5), 0.88) calc(c * 0.9) h)))"><span class="cov-swatch" style="--cov-v: var(--sf-color-primary)"></span><code>--sf-color-primary</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-primary--active" data-cov-default="var(--sf-color-primary-xdark)"><span class="cov-swatch" style="--cov-v: var(--sf-color-primary--active)"></span><code>--sf-color-primary--active</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-primary--hover" data-cov-default="var(--sf-color-primary-darker)"><span class="cov-swatch" style="--cov-v: var(--sf-color-primary--hover)"></span><code>--sf-color-primary--hover</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-primary-100" data-cov-default="color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-100), var(--sf-color-surface))"><span class="cov-swatch" style="--cov-v: var(--sf-color-primary-100)"></span><code>--sf-color-primary-100</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-primary-200" data-cov-default="color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-200), var(--sf-color-surface))"><span class="cov-swatch" style="--cov-v: var(--sf-color-primary-200)"></span><code>--sf-color-primary-200</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-primary-300" data-cov-default="color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-300), var(--sf-color-surface))"><span class="cov-swatch" style="--cov-v: var(--sf-color-primary-300)"></span><code>--sf-color-primary-300</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-primary-400" data-cov-default="color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-400), var(--sf-color-surface))"><span class="cov-swatch" style="--cov-v: var(--sf-color-primary-400)"></span><code>--sf-color-primary-400</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-primary-50" data-cov-default="color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-50), var(--sf-color-surface))"><span class="cov-swatch" style="--cov-v: var(--sf-color-primary-50)"></span><code>--sf-color-primary-50</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-primary-100" data-cov-default="oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-primary-100)"></span><code>--sf-color-primary-100</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-primary-200" data-cov-default="oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-primary-200)"></span><code>--sf-color-primary-200</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-primary-300" data-cov-default="oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-primary-300)"></span><code>--sf-color-primary-300</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-primary-400" data-cov-default="oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-primary-400)"></span><code>--sf-color-primary-400</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-primary-50" data-cov-default="oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-primary-50)"></span><code>--sf-color-primary-50</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-primary-500" data-cov-default="var(--sf-color-primary)"><span class="cov-swatch" style="--cov-v: var(--sf-color-primary-500)"></span><code>--sf-color-primary-500</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-primary-600" data-cov-default="color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-600), var(--sf-color-text))"><span class="cov-swatch" style="--cov-v: var(--sf-color-primary-600)"></span><code>--sf-color-primary-600</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-primary-700" data-cov-default="color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-700), var(--sf-color-text))"><span class="cov-swatch" style="--cov-v: var(--sf-color-primary-700)"></span><code>--sf-color-primary-700</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-primary-800" data-cov-default="color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-800), var(--sf-color-text))"><span class="cov-swatch" style="--cov-v: var(--sf-color-primary-800)"></span><code>--sf-color-primary-800</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-primary-900" data-cov-default="color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-900), var(--sf-color-text))"><span class="cov-swatch" style="--cov-v: var(--sf-color-primary-900)"></span><code>--sf-color-primary-900</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-primary-950" data-cov-default="color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-950), var(--sf-color-text))"><span class="cov-swatch" style="--cov-v: var(--sf-color-primary-950)"></span><code>--sf-color-primary-950</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-primary-600" data-cov-default="oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-primary-600)"></span><code>--sf-color-primary-600</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-primary-700" data-cov-default="oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-primary-700)"></span><code>--sf-color-primary-700</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-primary-800" data-cov-default="oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-primary-800)"></span><code>--sf-color-primary-800</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-primary-900" data-cov-default="oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-primary-900)"></span><code>--sf-color-primary-900</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-primary-950" data-cov-default="oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-primary-950)"></span><code>--sf-color-primary-950</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-primary-a10" data-cov-default="oklch(from var(--sf-color-primary) l c h / 0.10)"><span class="cov-swatch" style="--cov-v: var(--sf-color-primary-a10)"></span><code>--sf-color-primary-a10</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-primary-a30" data-cov-default="oklch(from var(--sf-color-primary) l c h / 0.30)"><span class="cov-swatch" style="--cov-v: var(--sf-color-primary-a30)"></span><code>--sf-color-primary-a30</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-primary-a5" data-cov-default="oklch(from var(--sf-color-primary) l c h / 0.05)"><span class="cov-swatch" style="--cov-v: var(--sf-color-primary-a5)"></span><code>--sf-color-primary-a5</code><span class="cov-val"></span></div>
@@ -4538,17 +4538,17 @@ <h3 id="cov-tokens-h" class="cov-area-h">Design tokens <span class="cov-count">7
         <div class="cov-token" data-cov-token="--sf-color-secondary" data-cov-default="light-dark(var(--sf-color-secondary-source-light), var(--sf-color-secondary-source-dark, oklch(from var(--sf-color-secondary-source-light) clamp(0.65, calc(0.95 - l * 0.5), 0.88) calc(c * 0.9) h)))"><span class="cov-swatch" style="--cov-v: var(--sf-color-secondary)"></span><code>--sf-color-secondary</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-secondary--active" data-cov-default="var(--sf-color-secondary-xdark)"><span class="cov-swatch" style="--cov-v: var(--sf-color-secondary--active)"></span><code>--sf-color-secondary--active</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-secondary--hover" data-cov-default="var(--sf-color-secondary-darker)"><span class="cov-swatch" style="--cov-v: var(--sf-color-secondary--hover)"></span><code>--sf-color-secondary--hover</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-secondary-100" data-cov-default="color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-100), var(--sf-color-surface))"><span class="cov-swatch" style="--cov-v: var(--sf-color-secondary-100)"></span><code>--sf-color-secondary-100</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-secondary-200" data-cov-default="color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-200), var(--sf-color-surface))"><span class="cov-swatch" style="--cov-v: var(--sf-color-secondary-200)"></span><code>--sf-color-secondary-200</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-secondary-300" data-cov-default="color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-300), var(--sf-color-surface))"><span class="cov-swatch" style="--cov-v: var(--sf-color-secondary-300)"></span><code>--sf-color-secondary-300</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-secondary-400" data-cov-default="color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-400), var(--sf-color-surface))"><span class="cov-swatch" style="--cov-v: var(--sf-color-secondary-400)"></span><code>--sf-color-secondary-400</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-secondary-50" data-cov-default="color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-50), var(--sf-color-surface))"><span class="cov-swatch" style="--cov-v: var(--sf-color-secondary-50)"></span><code>--sf-color-secondary-50</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-secondary-100" data-cov-default="oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-secondary-100)"></span><code>--sf-color-secondary-100</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-secondary-200" data-cov-default="oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-secondary-200)"></span><code>--sf-color-secondary-200</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-secondary-300" data-cov-default="oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-secondary-300)"></span><code>--sf-color-secondary-300</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-secondary-400" data-cov-default="oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-secondary-400)"></span><code>--sf-color-secondary-400</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-secondary-50" data-cov-default="oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-secondary-50)"></span><code>--sf-color-secondary-50</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-secondary-500" data-cov-default="var(--sf-color-secondary)"><span class="cov-swatch" style="--cov-v: var(--sf-color-secondary-500)"></span><code>--sf-color-secondary-500</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-secondary-600" data-cov-default="color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-600), var(--sf-color-text))"><span class="cov-swatch" style="--cov-v: var(--sf-color-secondary-600)"></span><code>--sf-color-secondary-600</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-secondary-700" data-cov-default="color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-700), var(--sf-color-text))"><span class="cov-swatch" style="--cov-v: var(--sf-color-secondary-700)"></span><code>--sf-color-secondary-700</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-secondary-800" data-cov-default="color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-800), var(--sf-color-text))"><span class="cov-swatch" style="--cov-v: var(--sf-color-secondary-800)"></span><code>--sf-color-secondary-800</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-secondary-900" data-cov-default="color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-900), var(--sf-color-text))"><span class="cov-swatch" style="--cov-v: var(--sf-color-secondary-900)"></span><code>--sf-color-secondary-900</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-secondary-950" data-cov-default="color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-950), var(--sf-color-text))"><span class="cov-swatch" style="--cov-v: var(--sf-color-secondary-950)"></span><code>--sf-color-secondary-950</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-secondary-600" data-cov-default="oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-secondary-600)"></span><code>--sf-color-secondary-600</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-secondary-700" data-cov-default="oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-secondary-700)"></span><code>--sf-color-secondary-700</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-secondary-800" data-cov-default="oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-secondary-800)"></span><code>--sf-color-secondary-800</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-secondary-900" data-cov-default="oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-secondary-900)"></span><code>--sf-color-secondary-900</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-secondary-950" data-cov-default="oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-secondary-950)"></span><code>--sf-color-secondary-950</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-secondary-a10" data-cov-default="oklch(from var(--sf-color-secondary) l c h / 0.10)"><span class="cov-swatch" style="--cov-v: var(--sf-color-secondary-a10)"></span><code>--sf-color-secondary-a10</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-secondary-a30" data-cov-default="oklch(from var(--sf-color-secondary) l c h / 0.30)"><span class="cov-swatch" style="--cov-v: var(--sf-color-secondary-a30)"></span><code>--sf-color-secondary-a30</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-secondary-a5" data-cov-default="oklch(from var(--sf-color-secondary) l c h / 0.05)"><span class="cov-swatch" style="--cov-v: var(--sf-color-secondary-a5)"></span><code>--sf-color-secondary-a5</code><span class="cov-val"></span></div>
@@ -4580,17 +4580,17 @@ <h3 id="cov-tokens-h" class="cov-area-h">Design tokens <span class="cov-count">7
         <div class="cov-token" data-cov-token="--sf-color-tertiary" data-cov-default="light-dark(var(--sf-color-tertiary-source-light), var(--sf-color-tertiary-source-dark, oklch(from var(--sf-color-tertiary-source-light) clamp(0.65, calc(0.95 - l * 0.5), 0.88) calc(c * 0.9) h)))"><span class="cov-swatch" style="--cov-v: var(--sf-color-tertiary)"></span><code>--sf-color-tertiary</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-tertiary--active" data-cov-default="var(--sf-color-tertiary-xdark)"><span class="cov-swatch" style="--cov-v: var(--sf-color-tertiary--active)"></span><code>--sf-color-tertiary--active</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-tertiary--hover" data-cov-default="var(--sf-color-tertiary-darker)"><span class="cov-swatch" style="--cov-v: var(--sf-color-tertiary--hover)"></span><code>--sf-color-tertiary--hover</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-tertiary-100" data-cov-default="color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-100), var(--sf-color-surface))"><span class="cov-swatch" style="--cov-v: var(--sf-color-tertiary-100)"></span><code>--sf-color-tertiary-100</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-tertiary-200" data-cov-default="color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-200), var(--sf-color-surface))"><span class="cov-swatch" style="--cov-v: var(--sf-color-tertiary-200)"></span><code>--sf-color-tertiary-200</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-tertiary-300" data-cov-default="color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-300), var(--sf-color-surface))"><span class="cov-swatch" style="--cov-v: var(--sf-color-tertiary-300)"></span><code>--sf-color-tertiary-300</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-tertiary-400" data-cov-default="color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-400), var(--sf-color-surface))"><span class="cov-swatch" style="--cov-v: var(--sf-color-tertiary-400)"></span><code>--sf-color-tertiary-400</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-tertiary-50" data-cov-default="color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-50), var(--sf-color-surface))"><span class="cov-swatch" style="--cov-v: var(--sf-color-tertiary-50)"></span><code>--sf-color-tertiary-50</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-tertiary-100" data-cov-default="oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-tertiary-100)"></span><code>--sf-color-tertiary-100</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-tertiary-200" data-cov-default="oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-tertiary-200)"></span><code>--sf-color-tertiary-200</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-tertiary-300" data-cov-default="oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-tertiary-300)"></span><code>--sf-color-tertiary-300</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-tertiary-400" data-cov-default="oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-tertiary-400)"></span><code>--sf-color-tertiary-400</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-tertiary-50" data-cov-default="oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-tertiary-50)"></span><code>--sf-color-tertiary-50</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-tertiary-500" data-cov-default="var(--sf-color-tertiary)"><span class="cov-swatch" style="--cov-v: var(--sf-color-tertiary-500)"></span><code>--sf-color-tertiary-500</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-tertiary-600" data-cov-default="color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-600), var(--sf-color-text))"><span class="cov-swatch" style="--cov-v: var(--sf-color-tertiary-600)"></span><code>--sf-color-tertiary-600</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-tertiary-700" data-cov-default="color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-700), var(--sf-color-text))"><span class="cov-swatch" style="--cov-v: var(--sf-color-tertiary-700)"></span><code>--sf-color-tertiary-700</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-tertiary-800" data-cov-default="color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-800), var(--sf-color-text))"><span class="cov-swatch" style="--cov-v: var(--sf-color-tertiary-800)"></span><code>--sf-color-tertiary-800</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-tertiary-900" data-cov-default="color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-900), var(--sf-color-text))"><span class="cov-swatch" style="--cov-v: var(--sf-color-tertiary-900)"></span><code>--sf-color-tertiary-900</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-color-tertiary-950" data-cov-default="color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-950), var(--sf-color-text))"><span class="cov-swatch" style="--cov-v: var(--sf-color-tertiary-950)"></span><code>--sf-color-tertiary-950</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-tertiary-600" data-cov-default="oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-tertiary-600)"></span><code>--sf-color-tertiary-600</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-tertiary-700" data-cov-default="oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-tertiary-700)"></span><code>--sf-color-tertiary-700</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-tertiary-800" data-cov-default="oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-tertiary-800)"></span><code>--sf-color-tertiary-800</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-tertiary-900" data-cov-default="oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-tertiary-900)"></span><code>--sf-color-tertiary-900</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-color-tertiary-950" data-cov-default="oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)"><span class="cov-swatch" style="--cov-v: var(--sf-color-tertiary-950)"></span><code>--sf-color-tertiary-950</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-tertiary-a10" data-cov-default="oklch(from var(--sf-color-tertiary) l c h / 0.10)"><span class="cov-swatch" style="--cov-v: var(--sf-color-tertiary-a10)"></span><code>--sf-color-tertiary-a10</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-tertiary-a30" data-cov-default="oklch(from var(--sf-color-tertiary) l c h / 0.30)"><span class="cov-swatch" style="--cov-v: var(--sf-color-tertiary-a30)"></span><code>--sf-color-tertiary-a30</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-color-tertiary-a5" data-cov-default="oklch(from var(--sf-color-tertiary) l c h / 0.05)"><span class="cov-swatch" style="--cov-v: var(--sf-color-tertiary-a5)"></span><code>--sf-color-tertiary-a5</code><span class="cov-val"></span></div>
@@ -4810,16 +4810,8 @@ <h3 id="cov-tokens-h" class="cov-area-h">Design tokens <span class="cov-count">7
         <div class="cov-token" data-cov-token="--sf-opacity-muted" data-cov-default="0.5"><span class="cov-swatch" style="--cov-v: var(--sf-opacity-muted)"></span><code>--sf-opacity-muted</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-optical-sizing" data-cov-default="auto"><span class="cov-swatch" style="--cov-v: var(--sf-optical-sizing)"></span><code>--sf-optical-sizing</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-overlap-pull" data-cov-default="var(--sf-space-xl)"><span class="cov-swatch" style="--cov-v: var(--sf-overlap-pull)"></span><code>--sf-overlap-pull</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-palette-mix-100" data-cov-default="8%"><span class="cov-swatch" style="--cov-v: var(--sf-palette-mix-100)"></span><code>--sf-palette-mix-100</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-palette-mix-200" data-cov-default="20%"><span class="cov-swatch" style="--cov-v: var(--sf-palette-mix-200)"></span><code>--sf-palette-mix-200</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-palette-mix-300" data-cov-default="40%"><span class="cov-swatch" style="--cov-v: var(--sf-palette-mix-300)"></span><code>--sf-palette-mix-300</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-palette-mix-400" data-cov-default="65%"><span class="cov-swatch" style="--cov-v: var(--sf-palette-mix-400)"></span><code>--sf-palette-mix-400</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-palette-mix-50" data-cov-default="4%"><span class="cov-swatch" style="--cov-v: var(--sf-palette-mix-50)"></span><code>--sf-palette-mix-50</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-palette-mix-600" data-cov-default="82%"><span class="cov-swatch" style="--cov-v: var(--sf-palette-mix-600)"></span><code>--sf-palette-mix-600</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-palette-mix-700" data-cov-default="62%"><span class="cov-swatch" style="--cov-v: var(--sf-palette-mix-700)"></span><code>--sf-palette-mix-700</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-palette-mix-800" data-cov-default="38%"><span class="cov-swatch" style="--cov-v: var(--sf-palette-mix-800)"></span><code>--sf-palette-mix-800</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-palette-mix-900" data-cov-default="18%"><span class="cov-swatch" style="--cov-v: var(--sf-palette-mix-900)"></span><code>--sf-palette-mix-900</code><span class="cov-val"></span></div>
-        <div class="cov-token" data-cov-token="--sf-palette-mix-950" data-cov-default="8%"><span class="cov-swatch" style="--cov-v: var(--sf-palette-mix-950)"></span><code>--sf-palette-mix-950</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-palette-shade-l" data-cov-default="0.1"><span class="cov-swatch" style="--cov-v: var(--sf-palette-shade-l)"></span><code>--sf-palette-shade-l</code><span class="cov-val"></span></div>
+        <div class="cov-token" data-cov-token="--sf-palette-tint-l" data-cov-default="0.97"><span class="cov-swatch" style="--cov-v: var(--sf-palette-tint-l)"></span><code>--sf-palette-tint-l</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-print-base-size" data-cov-default="11pt"><span class="cov-swatch" style="--cov-v: var(--sf-print-base-size)"></span><code>--sf-print-base-size</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-print-page-margin" data-cov-default="2cm"><span class="cov-swatch" style="--cov-v: var(--sf-print-page-margin)"></span><code>--sf-print-page-margin</code><span class="cov-val"></span></div>
         <div class="cov-token" data-cov-token="--sf-print-page-size" data-cov-default="a4"><span class="cov-swatch" style="--cov-v: var(--sf-print-page-size)"></span><code>--sf-print-page-size</code><span class="cov-val"></span></div>
@@ -5029,7 +5021,7 @@ <h3 id="cov-tokens-h" class="cov-area-h">Design tokens <span class="cov-count">7
         <div class="cov-token" data-cov-token="--sf-z-tooltip" data-cov-default="1060"><span class="cov-swatch" style="--cov-v: var(--sf-z-tooltip)"></span><code>--sf-z-tooltip</code><span class="cov-val"></span></div>
         </div>
 
-        <script type="application/json" 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ase-in-out","--sf-ease-linear","--sf-ease-out","--sf-ease-overshoot","--sf-ease-spring","--sf-equal-gap","--sf-equal-min-col","--sf-equal-rule-color","--sf-equal-rule-style","--sf-equal-rule-width","--sf-field-block","--sf-field-padding-block","--sf-field-padding-inline","--sf-field-radius","--sf-field-required-marker","--sf-flow-space","--sf-fluid-max-vw","--sf-fluid-min-vw","--sf-fluid-width","--sf-focus-ring-color","--sf-focus-ring-offset","--sf-focus-ring-shadow","--sf-focus-ring-style","--sf-focus-ring-width","--sf-font-body","--sf-font-display","--sf-font-features","--sf-font-geometric","--sf-font-heading","--sf-font-humanist","--sf-font-mono","--sf-font-numeric","--sf-font-slab","--sf-font-variation","--sf-font-weight-body","--sf-font-weight-bold","--sf-font-weight-display","--sf-font-weight-heading","--sf-font-weight-interactive","--sf-font-weight-light","--sf-font-weight-medium","--sf-font-weight-normal","--sf-font-weight-semibold","--sf-font-weight-strong","--sf-frame-ratio","--sf-gap","--sf-gradient-action","--sf-gradient-brand","--sf-gradient-fade--b","--sf-gradient-fade--l","--sf-gradient-fade--r","--sf-gradient-fade--t","--sf-gradient-primary","--sf-gradient-secondary","--sf-gradient-surface","--sf-gradient-tertiary","--sf-grid-gap","--sf-grid-min","--sf-grid-min-2xl","--sf-grid-min-l","--sf-grid-min-m","--sf-grid-min-s","--sf-grid-min-xl","--sf-grid-min-xs","--sf-gutter","--sf-h1-font-weight","--sf-h1-letter-spacing","--sf-h1-line-height","--sf-h1-max-width","--sf-h1-size","--sf-h2-font-weight","--sf-h2-letter-spacing","--sf-h2-line-height","--sf-h2-max-width","--sf-h2-size","--sf-h3-font-weight","--sf-h3-letter-spacing","--sf-h3-line-height","--sf-h3-max-width","--sf-h3-size","--sf-h4-font-weight","--sf-h4-letter-spacing","--sf-h4-line-height","--sf-h4-max-width","--sf-h4-size","--sf-h5-font-weight","--sf-h5-letter-spacing","--sf-h5-line-height","--sf-h5-max-width","--sf-h5-size","--sf-h6-font-weight","--sf-h6-letter-spacing","--sf-h6-line-height","--sf-h6-max-width","--sf-h6-size","--sf-header-height","--sf-header-height-desktop","--sf-header-height-mobile","--sf-heading-color","--sf-heading-font-family","--sf-heading-text-wrap","--sf-hover-grow-scale","--sf-hover-lift","--sf-hover-shrink-scale","--sf-hover-slide","--sf-icon-2xl","--sf-icon-box-bg","--sf-icon-box-border","--sf-icon-box-pad","--sf-icon-box-radius","--sf-icon-l","--sf-icon-m","--sf-icon-s","--sf-icon-xl","--sf-icon-xs","--sf-imposter-margin","--sf-is-active","--sf-is-current","--sf-is-dark","--sf-is-open","--sf-is-pressed","--sf-leading-normal","--sf-leading-relaxed","--sf-leading-snug","--sf-leading-taper","--sf-leading-tight","--sf-line-clamp","--sf-link-external-label","--sf-link-external-marker","--sf-link-underline-offset","--sf-link-underline-thickness","--sf-lumlocker","--sf-mask-scrim-end","--sf-mask-scrim-start","--sf-media-radius","--sf-motion-scale","--sf-object-fit","--sf-object-position","--sf-opacity-disabled","--sf-opacity-muted","--sf-optical-sizing","--sf-overlap-pull","--sf-palette-shade-l","--sf-palette-tint-l","--sf-print-base-size","--sf-print-page-margin","--sf-print-page-size","--sf-prose-block-margin","--sf-prose-blockquote-border","--sf-prose-blockquote-padding","--sf-prose-figcaption-size","--sf-prose-figure-margin","--sf-prose-heading-gap","--sf-prose-hr-margin","--sf-prose-list-gap","--sf-prose-marker-color","--sf-prose-media-margin","--sf-prose-media-radius","--sf-prose-nested-list-gap","--sf-prose-paragraph","--sf-prose-table-pad","--sf-radius-2xl","--sf-radius-2xs","--sf-radius-3xl","--sf-radius-4xl","--sf-radius-full","--sf-radius-l","--sf-radius-m","--sf-radius-none","--sf-radius-outer","--sf-radius-pill","--sf-radius-s","--sf-radius-scale","--sf-radius-xl","--sf-radius-xs","--sf-ratio-3-2","--sf-ratio-4-3","--sf-ratio-cinema","--sf-ratio-golden","--sf-ratio-portrait","--sf-ratio-square","--sf-ratio-video","--sf-reel-gap","--sf-reel-height","--sf-reel-item-width","--sf-safe-bottom","--sf-safe-left","--sf-safe-right","--sf-safe-top","--sf-scrim-color","--sf-scrim-direction","--sf-scrim-gradient","--sf-scrim-text-shadow","--sf-scroll-shadow-size","--sf-scroll-timeline-range-end","--sf-scroll-timeline-range-exit-end","--sf-scroll-timeline-range-exit-start","--sf-scroll-timeline-range-start","--sf-scrollbar-thumb","--sf-scrollbar-track","--sf-section-pad","--sf-section-pad--2xl","--sf-section-pad--l","--sf-section-pad--m","--sf-section-pad--s","--sf-section-pad--xl","--sf-section-pad--xs","--sf-section-scale","--sf-shadow-2xl","--sf-shadow-color","--sf-shadow-glow","--sf-shadow-glow-color","--sf-shadow-inner","--sf-shadow-l","--sf-shadow-lightness","--sf-shadow-m","--sf-shadow-none","--sf-shadow-s","--sf-shadow-strength","--sf-shadow-xl","--sf-shadow-xs","--sf-sidebar-gap","--sf-sidebar-min-width","--sf-sidebar-width","--sf-size-l","--sf-size-m","--sf-size-s","--sf-size-xl","--sf-size-xs","--sf-space-2xl","--sf-space-2xs","--sf-space-3xl","--sf-space-4xl","--sf-space-base-max","--sf-space-base-min","--sf-space-l","--sf-space-m","--sf-space-none","--sf-space-px","--sf-space-ratio-max","--sf-space-ratio-min","--sf-space-s","--sf-space-scale","--sf-space-xl","--sf-space-xs","--sf-stack-gap","--sf-stagger-step","--sf-state-pending-opacity","--sf-sticky-offset","--sf-sticky-offset-desktop","--sf-sticky-offset-mobile","--sf-surface-bg-animation","--sf-surface-bg-attachment","--sf-surface-bg-color","--sf-surface-bg-image","--sf-surface-bg-overlay","--sf-surface-bg-position","--sf-surface-bg-repeat","--sf-surface-bg-size","--sf-surface-color","--sf-switcher-gap","--sf-switcher-threshold","--sf-text-2xl","--sf-text-2xl-font-weight","--sf-text-2xl-letter-spacing","--sf-text-2xl-line-height","--sf-text-2xl-max-width","--sf-text-2xs","--sf-text-2xs-font-weight","--sf-text-2xs-letter-spacing","--sf-text-2xs-line-height","--sf-text-2xs-max-width","--sf-text-3xl","--sf-text-3xl-font-weight","--sf-text-3xl-letter-spacing","--sf-text-3xl-line-height","--sf-text-3xl-max-width","--sf-text-4xl","--sf-text-4xl-font-weight","--sf-text-4xl-letter-spacing","--sf-text-4xl-line-height","--sf-text-4xl-max-width","--sf-text-base-max","--sf-text-base-min","--sf-text-display-base-max","--sf-text-display-base-min","--sf-text-display-l","--sf-text-display-m","--sf-text-display-s","--sf-text-display-scale","--sf-text-l","--sf-text-l-font-weight","--sf-text-l-letter-spacing","--sf-text-l-line-height","--sf-text-l-max-width","--sf-text-m","--sf-text-m-font-weight","--sf-text-m-letter-spacing","--sf-text-m-line-height","--sf-text-m-max-width","--sf-text-ratio-max","--sf-text-ratio-min","--sf-text-s","--sf-text-s-font-weight","--sf-text-s-letter-spacing","--sf-text-s-line-height","--sf-text-s-max-width","--sf-text-scale","--sf-text-shadow-l","--sf-text-shadow-m","--sf-text-shadow-none","--sf-text-shadow-s","--sf-text-shadow-xl","--sf-text-shadow-xs","--sf-text-xl","--sf-text-xl-font-weight","--sf-text-xl-letter-spacing","--sf-text-xl-line-height","--sf-text-xl-max-width","--sf-text-xs","--sf-text-xs-font-weight","--sf-text-xs-letter-spacing","--sf-text-xs-line-height","--sf-text-xs-max-width","--sf-theme-transition-duration","--sf-touch-target","--sf-tracking-normal","--sf-tracking-tight","--sf-tracking-wide","--sf-tracking-wider","--sf-tracking-widest","--sf-transition-colors","--sf-transition-enter","--sf-transition-exit","--sf-transition-fast","--sf-transition-form-field","--sf-transition-opacity","--sf-transition-overlay","--sf-transition-shadow","--sf-transition-slow","--sf-transition-transform","--sf-z-base","--sf-z-below","--sf-z-dropdown","--sf-z-fixed","--sf-z-modal","--sf-z-overlay","--sf-z-raised","--sf-z-sticky","--sf-z-toast","--sf-z-tooltip"],"classes":["no-motion","no-print","print-color-exact","print-no-color","print-only","sf-alternate","sf-aspect","sf-bento","sf-bento--2","sf-bento--3","sf-bento--6","sf-bento--row-compact","sf-bento--row-tall","sf-bento-featured","sf-bento-full","sf-bento-tall","sf-bento-wide","sf-bg-layer","sf-box","sf-breakout","sf-btn","sf-btn--action","sf-btn--base","sf-btn--block","sf-btn--block-cq","sf-btn--danger","sf-btn--gradient","sf-btn--info","sf-btn--l","sf-btn--neutral","sf-btn--outline","sf-btn--primary","sf-btn--s","sf-btn--secondary","sf-btn--soft","sf-btn--success","sf-btn--tertiary","sf-btn--warning","sf-btn--xl","sf-btn--xs","sf-card","sf-card--bordered","sf-card--elevated","sf-card--interactive","sf-card__avatar","sf-card__body","sf-card__footer","sf-card__header","sf-card__media","sf-card__title","sf-center","sf-center--intrinsic","sf-clickable-parent","sf-clickable-parent__overlay","sf-cluster","sf-cluster--2xl","sf-cluster--between","sf-cluster--center","sf-cluster--end","sf-cluster--l","sf-cluster--m","sf-cluster--no-wrap","sf-cluster--s","sf-cluster--xl","sf-cluster--xs","sf-color-pulse","sf-container","sf-container--full","sf-container--narrow","sf-container--prose","sf-container--wide","sf-content-auto","sf-content-grid","sf-cover","sf-cover--max","sf-cover--min","sf-cover--padding-l","sf-cover--padding-s","sf-cover__center","sf-cq","sf-divide","sf-divide--vertical","sf-divider","sf-divider--dashed","sf-divider--dotted","sf-divider--gradient","sf-divider--soft","sf-divider--strong","sf-divider--vertical","sf-drop-shadow-l","sf-drop-shadow-m","sf-drop-shadow-s","sf-drop-shadow-xl","sf-drop-shadow-xs","sf-entrance--fade","sf-entrance--fade-down","sf-entrance--fade-left","sf-entrance--fade-right","sf-entrance--fade-up","sf-entrance--scale-up","sf-equal","sf-equal--2","sf-equal--3","sf-equal--4","sf-equal--6","sf-equal-height","sf-exit--fade","sf-exit--fade-down","sf-exit--fade-left","sf-exit--fade-right","sf-exit--fade-up","sf-exit--scale-down","sf-fade-in","sf-fade-out","sf-flow","sf-fluid-cq","sf-focus-parent","sf-focus-shadow","sf-frame","sf-frame--3-2","sf-frame--4-3","sf-frame--cinema","sf-frame--golden","sf-frame--portrait","sf-frame--square","sf-frame--video","sf-full-bleed","sf-gap","sf-gap--2xl","sf-gap--l","sf-gap--m","sf-gap--s","sf-gap--xl","sf-gap--xs","sf-grid","sf-grid--2xl","sf-grid--dense","sf-grid--fit","sf-grid--l","sf-grid--m","sf-grid--s","sf-grid--xl","sf-grid--xs","sf-grid-cols-1","sf-grid-cols-1-2","sf-grid-cols-1-3","sf-grid-cols-2","sf-grid-cols-2-1","sf-grid-cols-3","sf-grid-cols-3-1","sf-grid-cols-4","sf-grid-cols-6","sf-grid-flex","sf-grid-flex--2xl","sf-grid-flex--center","sf-grid-flex--l","sf-grid-flex--m","sf-grid-flex--s","sf-grid-flex--xl","sf-grid-flex--xs","sf-h1","sf-h2","sf-h3","sf-h4","sf-h5","sf-h6","sf-header--l","sf-header--m","sf-header--s","sf-header--xl","sf-header--xs","sf-hover-float","sf-hover-grow","sf-hover-shrink","sf-hover-sink","sf-hover-slide-end","sf-hover-slide-start","sf-icon","sf-icon--2xl","sf-icon--boxed","sf-icon--l","sf-icon--m","sf-icon--s","sf-icon--xl","sf-icon--xs","sf-imposter","sf-imposter--contain","sf-imposter--fixed","sf-is-active","sf-is-busy","sf-is-collapsed","sf-is-current","sf-is-danger","sf-is-disabled","sf-is-draggable","sf-is-dragging","sf-is-drop-target","sf-is-empty","sf-is-error","sf-is-expanded","sf-is-hidden","sf-is-highlighted","sf-is-info","sf-is-invalid","sf-is-invisible","sf-is-loading","sf-is-open","sf-is-pending","sf-is-pressed","sf-is-readonly","sf-is-selected","sf-is-skeleton","sf-is-success","sf-is-valid","sf-is-visible","sf-is-warning","sf-line-clamp-2","sf-line-clamp-3","sf-line-clamp-N","sf-link--reverse","sf-link--subtle","sf-link-external","sf-list-none","sf-live-validate","sf-marker--action","sf-marker--primary","sf-marker--secondary","sf-marker--tertiary","sf-no-tap-highlight","sf-not-prose","sf-overflow-fade","sf-overflow-fade--block","sf-overflow-fade--bottom","sf-overflow-fade--inline","sf-overflow-fade--left","sf-overflow-fade--right","sf-overflow-fade--top","sf-overlap","sf-overlap--down","sf-overlap--end","sf-overlap--start","sf-overlap-host","sf-overlay","sf-pancake","sf-prose","sf-reel","sf-scale-down","sf-scale-up","sf-scrim","sf-scrim--bottom","sf-scrim--full","sf-scrim--top","sf-scrim__content","sf-scroll-shadow","sf-scroll-snap","sf-section","sf-section--2xl","sf-section--collapse","sf-section--guttered","sf-section--l","sf-section--m","sf-section--s","sf-section--xl","sf-section--xs","sf-section-group","sf-selection--alt","sf-sidebar","sf-sidebar--narrow","sf-sidebar--right","sf-sidebar--wide","sf-slide-in-down","sf-slide-in-left","sf-slide-in-right","sf-slide-in-up","sf-stack","sf-stack--2xl","sf-stack--center","sf-stack--end","sf-stack--l","sf-stack--m","sf-stack--s","sf-stack--stretch","sf-stack--xl","sf-stack--xs","sf-stagger","sf-sticky","sf-sticky--l","sf-sticky--m","sf-sticky--s","sf-subgrid","sf-subgrid-rows","sf-surface","sf-surface--action","sf-surface--danger","sf-surface--info","sf-surface--inverse","sf-surface--neutral","sf-surface--primary","sf-surface--secondary","sf-surface--success","sf-surface--tertiary","sf-surface--warning","sf-surface-bg","sf-switcher","sf-switcher--no-wrap","sf-switcher--vertical","sf-tabular-nums","sf-text-2xl","sf-text-2xs","sf-text-3xl","sf-text-4xl","sf-text-gradient","sf-text-l","sf-text-m","sf-text-protect","sf-text-s","sf-text-xl","sf-text-xs","sf-theme-dark","sf-theme-light","sf-theme-transition","sf-truncate","skip-link","sr-only","sr-only-focusable"]}</script>
       </section>
     </main>
   </div>
diff --git a/dist/css-custom-data.json b/dist/css-custom-data.json
index 9859c871..3763c8aa 100644
--- a/dist/css-custom-data.json
+++ b/dist/css-custom-data.json
@@ -538,27 +538,27 @@
     },
     {
       "name": "--sf-color-action-100",
-      "description": "Very light action shade. Hover fills on white surfaces, badge backgrounds.\n\nDefault: `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-100), var(--sf-color-surface))`",
+      "description": "Very light action shade. Hover fills on white surfaces, badge backgrounds.\n\nDefault: `oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-action-200",
-      "description": "Light action shade. Subtle fills and outlined badge backgrounds.\n\nDefault: `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-200), var(--sf-color-surface))`",
+      "description": "Light action shade. Subtle fills and outlined badge backgrounds.\n\nDefault: `oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-action-300",
-      "description": "Light-mid action shade. Borders on light backgrounds, low-emphasis fills.\n\nDefault: `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-300), var(--sf-color-surface))`",
+      "description": "Light-mid action shade. Borders on light backgrounds, low-emphasis fills.\n\nDefault: `oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-action-400",
-      "description": "Mid-light action shade. Disabled state fills, decorative accents.\n\nDefault: `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-400), var(--sf-color-surface))`",
+      "description": "Mid-light action shade. Disabled state fills, decorative accents.\n\nDefault: `oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-action-50",
-      "description": "Lightest action tint. Background fill for subtle action-tinted surfaces.\n\nDefault: `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-50), var(--sf-color-surface))`",
+      "description": "Lightest action tint. Background fill for subtle action-tinted surfaces.\n\nDefault: `oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)`",
       "syntax": "*"
     },
     {
@@ -568,27 +568,27 @@
     },
     {
       "name": "--sf-color-action-600",
-      "description": "Mid-dark action shade. Text on light surfaces, icon fills.\n\nDefault: `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-600), var(--sf-color-text))`",
+      "description": "Mid-dark action shade. Text on light surfaces, icon fills.\n\nDefault: `oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-action-700",
-      "description": "Dark action shade. Strong text and icon fills on light backgrounds.\n\nDefault: `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-700), var(--sf-color-text))`",
+      "description": "Dark action shade. Strong text and icon fills on light backgrounds.\n\nDefault: `oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-action-800",
-      "description": "Very dark action shade. High-contrast text on white.\n\nDefault: `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-800), var(--sf-color-text))`",
+      "description": "Very dark action shade. High-contrast text on white.\n\nDefault: `oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-action-900",
-      "description": "Near-black action shade. Extreme contrast on white surfaces.\n\nDefault: `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-900), var(--sf-color-text))`",
+      "description": "Near-black action shade. Extreme contrast on white surfaces.\n\nDefault: `oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-action-950",
-      "description": "Darkest action tint. Near-black for dark-theme surface accents.\n\nDefault: `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-950), var(--sf-color-text))`",
+      "description": "Darkest action tint. Near-black for dark-theme surface accents.\n\nDefault: `oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)`",
       "syntax": "*"
     },
     {
@@ -893,7 +893,7 @@
     },
     {
       "name": "--sf-color-danger-subtle",
-      "description": "Light danger tint for error row backgrounds and alert container fills.\n\nDefault: `oklch(from var(--sf-color-danger) l c h / 0.1)`",
+      "description": "Light danger tint for error row backgrounds and alert container fills.\n\nDefault: `oklch(from var(--sf-color-danger) l c h / 0.12)`",
       "syntax": "*"
     },
     {
@@ -938,7 +938,7 @@
     },
     {
       "name": "--sf-color-info-subtle",
-      "description": "Light info tint for informational note backgrounds.\n\nDefault: `oklch(from var(--sf-color-info) l c h / 0.1)`",
+      "description": "Light info tint for informational note backgrounds.\n\nDefault: `oklch(from var(--sf-color-info) l c h / 0.12)`",
       "syntax": "*"
     },
     {
@@ -1013,27 +1013,27 @@
     },
     {
       "name": "--sf-color-neutral-100",
-      "description": "Very light neutral shade.\n\nDefault: `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-100), var(--sf-color-surface))`",
+      "description": "Very light neutral shade.\n\nDefault: `oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-neutral-200",
-      "description": "Light neutral shade at step 200 on the numeric scale. Subtle fills and outlined badge backgrounds.\n\nDefault: `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-200), var(--sf-color-surface))`",
+      "description": "Light neutral shade at step 200 on the numeric scale. Subtle fills and outlined badge backgrounds.\n\nDefault: `oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-neutral-300",
-      "description": "Light-mid neutral shade.\n\nDefault: `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-300), var(--sf-color-surface))`",
+      "description": "Light-mid neutral shade.\n\nDefault: `oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-neutral-400",
-      "description": "Mid-light neutral shade.\n\nDefault: `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-400), var(--sf-color-surface))`",
+      "description": "Mid-light neutral shade.\n\nDefault: `oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-neutral-50",
-      "description": "Lightest neutral tint.\n\nDefault: `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-50), var(--sf-color-surface))`",
+      "description": "Lightest neutral tint.\n\nDefault: `oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)`",
       "syntax": "*"
     },
     {
@@ -1043,27 +1043,27 @@
     },
     {
       "name": "--sf-color-neutral-600",
-      "description": "Mid-dark neutral shade.\n\nDefault: `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-600), var(--sf-color-text))`",
+      "description": "Mid-dark neutral shade.\n\nDefault: `oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-neutral-700",
-      "description": "Dark neutral shade.\n\nDefault: `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-700), var(--sf-color-text))`",
+      "description": "Dark neutral shade.\n\nDefault: `oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-neutral-800",
-      "description": "Very dark neutral shade.\n\nDefault: `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-800), var(--sf-color-text))`",
+      "description": "Very dark neutral shade.\n\nDefault: `oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-neutral-900",
-      "description": "Near-black neutral shade at step 900 on the numeric scale. Extreme contrast on light surfaces.\n\nDefault: `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-900), var(--sf-color-text))`",
+      "description": "Near-black neutral shade at step 900 on the numeric scale. Extreme contrast on light surfaces.\n\nDefault: `oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-neutral-950",
-      "description": "Darkest neutral tint.\n\nDefault: `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-950), var(--sf-color-text))`",
+      "description": "Darkest neutral tint.\n\nDefault: `oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)`",
       "syntax": "*"
     },
     {
@@ -1168,27 +1168,27 @@
     },
     {
       "name": "--sf-color-primary-100",
-      "description": "Very light primary shade.\n\nDefault: `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-100), var(--sf-color-surface))`",
+      "description": "Very light primary shade.\n\nDefault: `oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-primary-200",
-      "description": "Light primary shade at step 200 on the numeric scale. Subtle fills and outlined badge backgrounds.\n\nDefault: `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-200), var(--sf-color-surface))`",
+      "description": "Light primary shade at step 200 on the numeric scale. Subtle fills and outlined badge backgrounds.\n\nDefault: `oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-primary-300",
-      "description": "Light-mid primary shade.\n\nDefault: `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-300), var(--sf-color-surface))`",
+      "description": "Light-mid primary shade.\n\nDefault: `oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-primary-400",
-      "description": "Mid-light primary shade.\n\nDefault: `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-400), var(--sf-color-surface))`",
+      "description": "Mid-light primary shade.\n\nDefault: `oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-primary-50",
-      "description": "Lightest primary tint.\n\nDefault: `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-50), var(--sf-color-surface))`",
+      "description": "Lightest primary tint.\n\nDefault: `oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)`",
       "syntax": "*"
     },
     {
@@ -1198,27 +1198,27 @@
     },
     {
       "name": "--sf-color-primary-600",
-      "description": "Mid-dark primary shade.\n\nDefault: `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-600), var(--sf-color-text))`",
+      "description": "Mid-dark primary shade.\n\nDefault: `oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-primary-700",
-      "description": "Dark primary shade.\n\nDefault: `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-700), var(--sf-color-text))`",
+      "description": "Dark primary shade.\n\nDefault: `oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-primary-800",
-      "description": "Very dark primary shade.\n\nDefault: `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-800), var(--sf-color-text))`",
+      "description": "Very dark primary shade.\n\nDefault: `oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-primary-900",
-      "description": "Near-black primary shade at step 900 on the numeric scale. Extreme contrast on light surfaces.\n\nDefault: `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-900), var(--sf-color-text))`",
+      "description": "Near-black primary shade at step 900 on the numeric scale. Extreme contrast on light surfaces.\n\nDefault: `oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-primary-950",
-      "description": "Darkest primary tint.\n\nDefault: `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-950), var(--sf-color-text))`",
+      "description": "Darkest primary tint.\n\nDefault: `oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)`",
       "syntax": "*"
     },
     {
@@ -1328,27 +1328,27 @@
     },
     {
       "name": "--sf-color-secondary-100",
-      "description": "Very light secondary shade.\n\nDefault: `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-100), var(--sf-color-surface))`",
+      "description": "Very light secondary shade.\n\nDefault: `oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-secondary-200",
-      "description": "Light secondary shade at step 200 on the numeric scale. Subtle fills and outlined badge backgrounds.\n\nDefault: `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-200), var(--sf-color-surface))`",
+      "description": "Light secondary shade at step 200 on the numeric scale. Subtle fills and outlined badge backgrounds.\n\nDefault: `oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-secondary-300",
-      "description": "Light-mid secondary shade.\n\nDefault: `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-300), var(--sf-color-surface))`",
+      "description": "Light-mid secondary shade.\n\nDefault: `oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-secondary-400",
-      "description": "Mid-light secondary shade.\n\nDefault: `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-400), var(--sf-color-surface))`",
+      "description": "Mid-light secondary shade.\n\nDefault: `oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-secondary-50",
-      "description": "Lightest secondary tint.\n\nDefault: `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-50), var(--sf-color-surface))`",
+      "description": "Lightest secondary tint.\n\nDefault: `oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)`",
       "syntax": "*"
     },
     {
@@ -1358,27 +1358,27 @@
     },
     {
       "name": "--sf-color-secondary-600",
-      "description": "Mid-dark secondary shade.\n\nDefault: `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-600), var(--sf-color-text))`",
+      "description": "Mid-dark secondary shade.\n\nDefault: `oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-secondary-700",
-      "description": "Dark secondary shade.\n\nDefault: `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-700), var(--sf-color-text))`",
+      "description": "Dark secondary shade.\n\nDefault: `oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-secondary-800",
-      "description": "Very dark secondary shade.\n\nDefault: `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-800), var(--sf-color-text))`",
+      "description": "Very dark secondary shade.\n\nDefault: `oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-secondary-900",
-      "description": "Near-black secondary shade at step 900 on the numeric scale. Extreme contrast on light surfaces.\n\nDefault: `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-900), var(--sf-color-text))`",
+      "description": "Near-black secondary shade at step 900 on the numeric scale. Extreme contrast on light surfaces.\n\nDefault: `oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-secondary-950",
-      "description": "Darkest secondary tint.\n\nDefault: `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-950), var(--sf-color-text))`",
+      "description": "Darkest secondary tint.\n\nDefault: `oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)`",
       "syntax": "*"
     },
     {
@@ -1538,27 +1538,27 @@
     },
     {
       "name": "--sf-color-tertiary-100",
-      "description": "Very light tertiary shade.\n\nDefault: `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-100), var(--sf-color-surface))`",
+      "description": "Very light tertiary shade.\n\nDefault: `oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-tertiary-200",
-      "description": "Light tertiary shade at step 200 on the numeric scale. Subtle fills and outlined badge backgrounds.\n\nDefault: `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-200), var(--sf-color-surface))`",
+      "description": "Light tertiary shade at step 200 on the numeric scale. Subtle fills and outlined badge backgrounds.\n\nDefault: `oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-tertiary-300",
-      "description": "Light-mid tertiary shade.\n\nDefault: `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-300), var(--sf-color-surface))`",
+      "description": "Light-mid tertiary shade.\n\nDefault: `oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-tertiary-400",
-      "description": "Mid-light tertiary shade.\n\nDefault: `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-400), var(--sf-color-surface))`",
+      "description": "Mid-light tertiary shade.\n\nDefault: `oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-tertiary-50",
-      "description": "Lightest tertiary tint.\n\nDefault: `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-50), var(--sf-color-surface))`",
+      "description": "Lightest tertiary tint.\n\nDefault: `oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)`",
       "syntax": "*"
     },
     {
@@ -1568,27 +1568,27 @@
     },
     {
       "name": "--sf-color-tertiary-600",
-      "description": "Mid-dark tertiary shade.\n\nDefault: `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-600), var(--sf-color-text))`",
+      "description": "Mid-dark tertiary shade.\n\nDefault: `oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-tertiary-700",
-      "description": "Dark tertiary shade.\n\nDefault: `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-700), var(--sf-color-text))`",
+      "description": "Dark tertiary shade.\n\nDefault: `oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-tertiary-800",
-      "description": "Very dark tertiary shade.\n\nDefault: `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-800), var(--sf-color-text))`",
+      "description": "Very dark tertiary shade.\n\nDefault: `oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-tertiary-900",
-      "description": "Near-black tertiary shade at step 900 on the numeric scale. Extreme contrast on light surfaces.\n\nDefault: `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-900), var(--sf-color-text))`",
+      "description": "Near-black tertiary shade at step 900 on the numeric scale. Extreme contrast on light surfaces.\n\nDefault: `oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)`",
       "syntax": "*"
     },
     {
       "name": "--sf-color-tertiary-950",
-      "description": "Darkest tertiary tint.\n\nDefault: `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-950), var(--sf-color-text))`",
+      "description": "Darkest tertiary tint.\n\nDefault: `oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)`",
       "syntax": "*"
     },
     {
@@ -2682,53 +2682,13 @@
       "syntax": "*"
     },
     {
-      "name": "--sf-palette-mix-100",
-      "description": "Color-mix percentage for palette step 100. Controls blend depth toward the surface. Default 8%.\n\nDefault: `8%`\n\n(advanced token)",
+      "name": "--sf-palette-shade-l",
+      "description": "Absolute OKLCH lightness the shade steps (600-950) pull toward; sets how dark the darkest palette step can reach. Default 0.1.\n\nDefault: `0.1`\n\n(advanced token)",
       "syntax": "*"
     },
     {
-      "name": "--sf-palette-mix-200",
-      "description": "Color-mix percentage for palette step 200. Controls blend depth toward the surface. Default 20%.\n\nDefault: `20%`\n\n(advanced token)",
-      "syntax": "*"
-    },
-    {
-      "name": "--sf-palette-mix-300",
-      "description": "Color-mix percentage for palette step 300. Controls blend depth toward the surface. Default 40%.\n\nDefault: `40%`\n\n(advanced token)",
-      "syntax": "*"
-    },
-    {
-      "name": "--sf-palette-mix-400",
-      "description": "Color-mix percentage for palette step 400 (near-mid tint). Controls blend depth. Default 65%.\n\nDefault: `65%`\n\n(advanced token)",
-      "syntax": "*"
-    },
-    {
-      "name": "--sf-palette-mix-50",
-      "description": "Color-mix percentage for the lightest palette step (50). Controls how far step 50 blends toward the surface. Default 4%.\n\nDefault: `4%`\n\n(advanced token)",
-      "syntax": "*"
-    },
-    {
-      "name": "--sf-palette-mix-600",
-      "description": "Color-mix percentage for palette step 600 (near-mid shade). Controls blend depth toward the text color. Default 82%.\n\nDefault: `82%`\n\n(advanced token)",
-      "syntax": "*"
-    },
-    {
-      "name": "--sf-palette-mix-700",
-      "description": "Color-mix percentage for palette step 700. Controls blend depth toward the text color. Default 62%.\n\nDefault: `62%`\n\n(advanced token)",
-      "syntax": "*"
-    },
-    {
-      "name": "--sf-palette-mix-800",
-      "description": "Color-mix percentage for palette step 800 (dark shade). Controls blend depth toward text. Default 38%.\n\nDefault: `38%`\n\n(advanced token)",
-      "syntax": "*"
-    },
-    {
-      "name": "--sf-palette-mix-900",
-      "description": "Color-mix percentage for palette step 900 (very dark shade). Controls blend depth toward text. Default 18%.\n\nDefault: `18%`\n\n(advanced token)",
-      "syntax": "*"
-    },
-    {
-      "name": "--sf-palette-mix-950",
-      "description": "Color-mix percentage for the darkest palette step (950). Controls how far step 950 blends toward the text color. Default 8%.\n\nDefault: `8%`\n\n(advanced token)",
+      "name": "--sf-palette-tint-l",
+      "description": "Absolute OKLCH lightness the tint steps (50-400) pull toward; sets how light the lightest palette step can reach. Default 0.97.\n\nDefault: `0.97`\n\n(advanced token)",
       "syntax": "*"
     },
     {
diff --git a/docs/api-index.json b/docs/api-index.json
index 001980db..56b4f147 100644
--- a/docs/api-index.json
+++ b/docs/api-index.json
@@ -25,21 +25,21 @@
       "optimal"
     ],
     "counts": {
-      "total": 1079,
+      "total": 1071,
       "by_type": {
         "class": 325,
-        "token": 754
+        "token": 746
       },
       "by_tier": {
         "INTERNAL": 1,
         "PUBLIC": 1018,
-        "PUBLIC-ADVANCED": 60
+        "PUBLIC-ADVANCED": 52
       },
       "by_role": {
         "consumption": 489,
-        "knob": 265
+        "knob": 257
       },
-      "tokens": 754,
+      "tokens": 746,
       "classes": 325,
       "sf_classes": 289,
       "is_classes": 28,
@@ -48,7 +48,7 @@
         "Accessibility": 8,
         "Component tokens": 46,
         "Components": 30,
-        "Core tokens": 623,
+        "Core tokens": 615,
         "Forms": 1,
         "Layout primitives": 145,
         "Layout tokens": 53,
@@ -2838,7 +2838,7 @@
       "area": "core",
       "group": "action",
       "description": "Very light action shade. Hover fills on white surfaces, badge backgrounds.",
-      "value": "color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-100), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -2864,7 +2864,7 @@
       "area": "core",
       "group": "action",
       "description": "Light action shade. Subtle fills and outlined badge backgrounds.",
-      "value": "color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-200), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -2890,7 +2890,7 @@
       "area": "core",
       "group": "action",
       "description": "Light-mid action shade. Borders on light backgrounds, low-emphasis fills.",
-      "value": "color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-300), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -2916,7 +2916,7 @@
       "area": "core",
       "group": "action",
       "description": "Mid-light action shade. Disabled state fills, decorative accents.",
-      "value": "color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-400), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -2942,7 +2942,7 @@
       "area": "core",
       "group": "action",
       "description": "Lightest action tint. Background fill for subtle action-tinted surfaces.",
-      "value": "color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-50), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -2994,7 +2994,7 @@
       "area": "core",
       "group": "action",
       "description": "Mid-dark action shade. Text on light surfaces, icon fills.",
-      "value": "color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-600), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -3020,7 +3020,7 @@
       "area": "core",
       "group": "action",
       "description": "Dark action shade. Strong text and icon fills on light backgrounds.",
-      "value": "color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-700), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -3046,7 +3046,7 @@
       "area": "core",
       "group": "action",
       "description": "Very dark action shade. High-contrast text on white.",
-      "value": "color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-800), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -3072,7 +3072,7 @@
       "area": "core",
       "group": "action",
       "description": "Near-black action shade. Extreme contrast on white surfaces.",
-      "value": "color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-900), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -3098,7 +3098,7 @@
       "area": "core",
       "group": "action",
       "description": "Darkest action tint. Near-black for dark-theme surface accents.",
-      "value": "color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-950), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -4684,7 +4684,7 @@
       "area": "core",
       "group": "Status triplets",
       "description": "Light danger tint for error row backgrounds and alert container fills.",
-      "value": "oklch(from var(--sf-color-danger) l c h / 0.1)",
+      "value": "oklch(from var(--sf-color-danger) l c h / 0.12)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -4918,7 +4918,7 @@
       "area": "core",
       "group": "Status triplets",
       "description": "Light info tint for informational note backgrounds.",
-      "value": "oklch(from var(--sf-color-info) l c h / 0.1)",
+      "value": "oklch(from var(--sf-color-info) l c h / 0.12)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -5308,7 +5308,7 @@
       "area": "core",
       "group": "neutral",
       "description": "Very light neutral shade.",
-      "value": "color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-100), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -5334,7 +5334,7 @@
       "area": "core",
       "group": "neutral",
       "description": "Light neutral shade at step 200 on the numeric scale. Subtle fills and outlined badge backgrounds.",
-      "value": "color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-200), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -5360,7 +5360,7 @@
       "area": "core",
       "group": "neutral",
       "description": "Light-mid neutral shade.",
-      "value": "color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-300), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -5386,7 +5386,7 @@
       "area": "core",
       "group": "neutral",
       "description": "Mid-light neutral shade.",
-      "value": "color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-400), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -5412,7 +5412,7 @@
       "area": "core",
       "group": "neutral",
       "description": "Lightest neutral tint.",
-      "value": "color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-50), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -5464,7 +5464,7 @@
       "area": "core",
       "group": "neutral",
       "description": "Mid-dark neutral shade.",
-      "value": "color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-600), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -5490,7 +5490,7 @@
       "area": "core",
       "group": "neutral",
       "description": "Dark neutral shade.",
-      "value": "color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-700), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -5516,7 +5516,7 @@
       "area": "core",
       "group": "neutral",
       "description": "Very dark neutral shade.",
-      "value": "color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-800), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -5542,7 +5542,7 @@
       "area": "core",
       "group": "neutral",
       "description": "Near-black neutral shade at step 900 on the numeric scale. Extreme contrast on light surfaces.",
-      "value": "color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-900), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -5568,7 +5568,7 @@
       "area": "core",
       "group": "neutral",
       "description": "Darkest neutral tint.",
-      "value": "color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-950), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -6114,7 +6114,7 @@
       "area": "core",
       "group": "primary",
       "description": "Very light primary shade.",
-      "value": "color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-100), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -6140,7 +6140,7 @@
       "area": "core",
       "group": "primary",
       "description": "Light primary shade at step 200 on the numeric scale. Subtle fills and outlined badge backgrounds.",
-      "value": "color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-200), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -6166,7 +6166,7 @@
       "area": "core",
       "group": "primary",
       "description": "Light-mid primary shade.",
-      "value": "color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-300), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -6192,7 +6192,7 @@
       "area": "core",
       "group": "primary",
       "description": "Mid-light primary shade.",
-      "value": "color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-400), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -6218,7 +6218,7 @@
       "area": "core",
       "group": "primary",
       "description": "Lightest primary tint.",
-      "value": "color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-50), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -6270,7 +6270,7 @@
       "area": "core",
       "group": "primary",
       "description": "Mid-dark primary shade.",
-      "value": "color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-600), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -6296,7 +6296,7 @@
       "area": "core",
       "group": "primary",
       "description": "Dark primary shade.",
-      "value": "color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-700), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -6322,7 +6322,7 @@
       "area": "core",
       "group": "primary",
       "description": "Very dark primary shade.",
-      "value": "color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-800), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -6348,7 +6348,7 @@
       "area": "core",
       "group": "primary",
       "description": "Near-black primary shade at step 900 on the numeric scale. Extreme contrast on light surfaces.",
-      "value": "color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-900), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -6374,7 +6374,7 @@
       "area": "core",
       "group": "primary",
       "description": "Darkest primary tint.",
-      "value": "color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-950), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -6946,7 +6946,7 @@
       "area": "core",
       "group": "secondary",
       "description": "Very light secondary shade.",
-      "value": "color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-100), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -6972,7 +6972,7 @@
       "area": "core",
       "group": "secondary",
       "description": "Light secondary shade at step 200 on the numeric scale. Subtle fills and outlined badge backgrounds.",
-      "value": "color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-200), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -6998,7 +6998,7 @@
       "area": "core",
       "group": "secondary",
       "description": "Light-mid secondary shade.",
-      "value": "color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-300), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -7024,7 +7024,7 @@
       "area": "core",
       "group": "secondary",
       "description": "Mid-light secondary shade.",
-      "value": "color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-400), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -7050,7 +7050,7 @@
       "area": "core",
       "group": "secondary",
       "description": "Lightest secondary tint.",
-      "value": "color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-50), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -7102,7 +7102,7 @@
       "area": "core",
       "group": "secondary",
       "description": "Mid-dark secondary shade.",
-      "value": "color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-600), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -7128,7 +7128,7 @@
       "area": "core",
       "group": "secondary",
       "description": "Dark secondary shade.",
-      "value": "color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-700), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -7154,7 +7154,7 @@
       "area": "core",
       "group": "secondary",
       "description": "Very dark secondary shade.",
-      "value": "color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-800), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -7180,7 +7180,7 @@
       "area": "core",
       "group": "secondary",
       "description": "Near-black secondary shade at step 900 on the numeric scale. Extreme contrast on light surfaces.",
-      "value": "color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-900), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -7206,7 +7206,7 @@
       "area": "core",
       "group": "secondary",
       "description": "Darkest secondary tint.",
-      "value": "color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-950), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -8038,7 +8038,7 @@
       "area": "core",
       "group": "tertiary",
       "description": "Very light tertiary shade.",
-      "value": "color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-100), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -8064,7 +8064,7 @@
       "area": "core",
       "group": "tertiary",
       "description": "Light tertiary shade at step 200 on the numeric scale. Subtle fills and outlined badge backgrounds.",
-      "value": "color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-200), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -8090,7 +8090,7 @@
       "area": "core",
       "group": "tertiary",
       "description": "Light-mid tertiary shade.",
-      "value": "color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-300), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -8116,7 +8116,7 @@
       "area": "core",
       "group": "tertiary",
       "description": "Mid-light tertiary shade.",
-      "value": "color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-400), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -8142,7 +8142,7 @@
       "area": "core",
       "group": "tertiary",
       "description": "Lightest tertiary tint.",
-      "value": "color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-50), var(--sf-color-surface))",
+      "value": "oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -8194,7 +8194,7 @@
       "area": "core",
       "group": "tertiary",
       "description": "Mid-dark tertiary shade.",
-      "value": "color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-600), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -8220,7 +8220,7 @@
       "area": "core",
       "group": "tertiary",
       "description": "Dark tertiary shade.",
-      "value": "color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-700), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -8246,7 +8246,7 @@
       "area": "core",
       "group": "tertiary",
       "description": "Very dark tertiary shade.",
-      "value": "color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-800), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -8272,7 +8272,7 @@
       "area": "core",
       "group": "tertiary",
       "description": "Near-black tertiary shade at step 900 on the numeric scale. Extreme contrast on light surfaces.",
-      "value": "color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-900), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -8298,7 +8298,7 @@
       "area": "core",
       "group": "tertiary",
       "description": "Darkest tertiary tint.",
-      "value": "color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-950), var(--sf-color-text))",
+      "value": "oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -14006,16 +14006,16 @@
       ]
     },
     {
-      "name": "--sf-palette-mix-100",
+      "name": "--sf-palette-shade-l",
       "type": "token",
       "tier": "PUBLIC-ADVANCED",
       "role": "knob",
       "namespace": "palette",
       "category": "Core tokens",
       "area": "core",
-      "group": "Palette shade mix percentages",
-      "description": "Color-mix percentage for palette step 100. Controls blend depth toward the surface. Default 8%.",
-      "value": "8%",
+      "group": "Palette ramp lightness anchors",
+      "description": "Absolute OKLCH lightness the shade steps (600-950) pull toward; sets how dark the darkest palette step can reach. Default 0.1.",
+      "value": "0.1",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
@@ -14032,224 +14032,16 @@
       ]
     },
     {
-      "name": "--sf-palette-mix-200",
+      "name": "--sf-palette-tint-l",
       "type": "token",
       "tier": "PUBLIC-ADVANCED",
       "role": "knob",
       "namespace": "palette",
       "category": "Core tokens",
       "area": "core",
-      "group": "Palette shade mix percentages",
-      "description": "Color-mix percentage for palette step 200. Controls blend depth toward the surface. Default 20%.",
-      "value": "20%",
-      "aliasOf": null,
-      "registered": false,
-      "animatable": false,
-      "syntax": null,
-      "inherits": null,
-      "optional": false,
-      "layer": "slashed.tokens",
-      "sourceFiles": [
-        "core/tokens.css"
-      ],
-      "bundles": [
-        "full",
-        "optimal"
-      ]
-    },
-    {
-      "name": "--sf-palette-mix-300",
-      "type": "token",
-      "tier": "PUBLIC-ADVANCED",
-      "role": "knob",
-      "namespace": "palette",
-      "category": "Core tokens",
-      "area": "core",
-      "group": "Palette shade mix percentages",
-      "description": "Color-mix percentage for palette step 300. Controls blend depth toward the surface. Default 40%.",
-      "value": "40%",
-      "aliasOf": null,
-      "registered": false,
-      "animatable": false,
-      "syntax": null,
-      "inherits": null,
-      "optional": false,
-      "layer": "slashed.tokens",
-      "sourceFiles": [
-        "core/tokens.css"
-      ],
-      "bundles": [
-        "full",
-        "optimal"
-      ]
-    },
-    {
-      "name": "--sf-palette-mix-400",
-      "type": "token",
-      "tier": "PUBLIC-ADVANCED",
-      "role": "knob",
-      "namespace": "palette",
-      "category": "Core tokens",
-      "area": "core",
-      "group": "Palette shade mix percentages",
-      "description": "Color-mix percentage for palette step 400 (near-mid tint). Controls blend depth. Default 65%.",
-      "value": "65%",
-      "aliasOf": null,
-      "registered": false,
-      "animatable": false,
-      "syntax": null,
-      "inherits": null,
-      "optional": false,
-      "layer": "slashed.tokens",
-      "sourceFiles": [
-        "core/tokens.css"
-      ],
-      "bundles": [
-        "full",
-        "optimal"
-      ]
-    },
-    {
-      "name": "--sf-palette-mix-50",
-      "type": "token",
-      "tier": "PUBLIC-ADVANCED",
-      "role": "knob",
-      "namespace": "palette",
-      "category": "Core tokens",
-      "area": "core",
-      "group": "Palette shade mix percentages",
-      "description": "Color-mix percentage for the lightest palette step (50). Controls how far step 50 blends toward the surface. Default 4%.",
-      "value": "4%",
-      "aliasOf": null,
-      "registered": false,
-      "animatable": false,
-      "syntax": null,
-      "inherits": null,
-      "optional": false,
-      "layer": "slashed.tokens",
-      "sourceFiles": [
-        "core/tokens.css"
-      ],
-      "bundles": [
-        "full",
-        "optimal"
-      ]
-    },
-    {
-      "name": "--sf-palette-mix-600",
-      "type": "token",
-      "tier": "PUBLIC-ADVANCED",
-      "role": "knob",
-      "namespace": "palette",
-      "category": "Core tokens",
-      "area": "core",
-      "group": "Palette shade mix percentages",
-      "description": "Color-mix percentage for palette step 600 (near-mid shade). Controls blend depth toward the text color. Default 82%.",
-      "value": "82%",
-      "aliasOf": null,
-      "registered": false,
-      "animatable": false,
-      "syntax": null,
-      "inherits": null,
-      "optional": false,
-      "layer": "slashed.tokens",
-      "sourceFiles": [
-        "core/tokens.css"
-      ],
-      "bundles": [
-        "full",
-        "optimal"
-      ]
-    },
-    {
-      "name": "--sf-palette-mix-700",
-      "type": "token",
-      "tier": "PUBLIC-ADVANCED",
-      "role": "knob",
-      "namespace": "palette",
-      "category": "Core tokens",
-      "area": "core",
-      "group": "Palette shade mix percentages",
-      "description": "Color-mix percentage for palette step 700. Controls blend depth toward the text color. Default 62%.",
-      "value": "62%",
-      "aliasOf": null,
-      "registered": false,
-      "animatable": false,
-      "syntax": null,
-      "inherits": null,
-      "optional": false,
-      "layer": "slashed.tokens",
-      "sourceFiles": [
-        "core/tokens.css"
-      ],
-      "bundles": [
-        "full",
-        "optimal"
-      ]
-    },
-    {
-      "name": "--sf-palette-mix-800",
-      "type": "token",
-      "tier": "PUBLIC-ADVANCED",
-      "role": "knob",
-      "namespace": "palette",
-      "category": "Core tokens",
-      "area": "core",
-      "group": "Palette shade mix percentages",
-      "description": "Color-mix percentage for palette step 800 (dark shade). Controls blend depth toward text. Default 38%.",
-      "value": "38%",
-      "aliasOf": null,
-      "registered": false,
-      "animatable": false,
-      "syntax": null,
-      "inherits": null,
-      "optional": false,
-      "layer": "slashed.tokens",
-      "sourceFiles": [
-        "core/tokens.css"
-      ],
-      "bundles": [
-        "full",
-        "optimal"
-      ]
-    },
-    {
-      "name": "--sf-palette-mix-900",
-      "type": "token",
-      "tier": "PUBLIC-ADVANCED",
-      "role": "knob",
-      "namespace": "palette",
-      "category": "Core tokens",
-      "area": "core",
-      "group": "Palette shade mix percentages",
-      "description": "Color-mix percentage for palette step 900 (very dark shade). Controls blend depth toward text. Default 18%.",
-      "value": "18%",
-      "aliasOf": null,
-      "registered": false,
-      "animatable": false,
-      "syntax": null,
-      "inherits": null,
-      "optional": false,
-      "layer": "slashed.tokens",
-      "sourceFiles": [
-        "core/tokens.css"
-      ],
-      "bundles": [
-        "full",
-        "optimal"
-      ]
-    },
-    {
-      "name": "--sf-palette-mix-950",
-      "type": "token",
-      "tier": "PUBLIC-ADVANCED",
-      "role": "knob",
-      "namespace": "palette",
-      "category": "Core tokens",
-      "area": "core",
-      "group": "Palette shade mix percentages",
-      "description": "Color-mix percentage for the darkest palette step (950). Controls how far step 950 blends toward the text color. Default 8%.",
-      "value": "8%",
+      "group": "Palette ramp lightness anchors",
+      "description": "Absolute OKLCH lightness the tint steps (50-400) pull toward; sets how light the lightest palette step can reach. Default 0.97.",
+      "value": "0.97",
       "aliasOf": null,
       "registered": false,
       "animatable": false,
diff --git a/docs/api-index.md b/docs/api-index.md
index a87508b9..fa63420c 100644
--- a/docs/api-index.md
+++ b/docs/api-index.md
@@ -10,15 +10,15 @@ and a short description. The machine-readable companion (with all columns) is
 [registry.json](registry.json); for the tier contract see
 [architecture.md](architecture.md).
 
-**1079 elements** — 754 tokens, 325 classes.
+**1071 elements** — 746 tokens, 325 classes.
 
 | Tier | Count | Meaning |
 |---|---|---|
 | PUBLIC | 1018 | Everyday surface. SemVer-stable. |
-| PUBLIC-ADVANCED | 60 | Same SemVer guarantee; niche/powerful. |
+| PUBLIC-ADVANCED | 52 | Same SemVer guarantee; niche/powerful. |
 | INTERNAL | 1 | Implementation detail; may change without a major bump. |
 
-## Tokens (754)
+## Tokens (746)
 
 ### Component tokens (46)
 
@@ -71,7 +71,7 @@ and a short description. The machine-readable companion (with all columns) is
 | `--sf-field-padding-inline` | PUBLIC | consumption | field | `var(--sf-space-s)` | Horizontal (inline) inner padding for form field inputs. Reserved for a future .sf-field class — declared but not yet consumed by any shipped rule. |
 | `--sf-field-radius` | PUBLIC | consumption | field | `var(--sf-radius-m)` | Border radius for form field inputs. Defaults to --sf-radius-m; override to reshape all inputs at once. Reserved for a future .sf-field class — declared but not yet consumed by any shipped rule. |
 
-### Core tokens (623)
+### Core tokens (615)
 
 | Token | Tier | Role | Namespace | Default | Description |
 |---|---|---|---|---|---|
@@ -117,17 +117,17 @@ and a short description. The machine-readable companion (with all columns) is
 | `--sf-color-action` | PUBLIC | consumption | color | `light-dark(var(--sf-color-action-source-light), var(--sf-color-action-source-dark, oklch(from var(--sf-color-action-source-light) clamp(0.65, calc(0.95 - l * 0.5), 0.88) calc(c * 0.9) h)))` | Primary interactive color. Applied to filled buttons, active indicators, and brand accent surfaces. |
 | `--sf-color-action--active` | PUBLIC | consumption | color | `var(--sf-color-action-xdark)` | Action color at pressed/active brightness. |
 | `--sf-color-action--hover` | PUBLIC | consumption | color | `var(--sf-color-action-darker)` | Action color at hover brightness. |
-| `--sf-color-action-100` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-100), var(--sf-color-surface))` | Very light action shade. Hover fills on white surfaces, badge backgrounds. |
-| `--sf-color-action-200` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-200), var(--sf-color-surface))` | Light action shade. Subtle fills and outlined badge backgrounds. |
-| `--sf-color-action-300` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-300), var(--sf-color-surface))` | Light-mid action shade. Borders on light backgrounds, low-emphasis fills. |
-| `--sf-color-action-400` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-400), var(--sf-color-surface))` | Mid-light action shade. Disabled state fills, decorative accents. |
-| `--sf-color-action-50` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-50), var(--sf-color-surface))` | Lightest action tint. Background fill for subtle action-tinted surfaces. |
+| `--sf-color-action-100` | PUBLIC | consumption | color | `oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)` | Very light action shade. Hover fills on white surfaces, badge backgrounds. |
+| `--sf-color-action-200` | PUBLIC | consumption | color | `oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)` | Light action shade. Subtle fills and outlined badge backgrounds. |
+| `--sf-color-action-300` | PUBLIC | consumption | color | `oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)` | Light-mid action shade. Borders on light backgrounds, low-emphasis fills. |
+| `--sf-color-action-400` | PUBLIC | consumption | color | `oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)` | Mid-light action shade. Disabled state fills, decorative accents. |
+| `--sf-color-action-50` | PUBLIC | consumption | color | `oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)` | Lightest action tint. Background fill for subtle action-tinted surfaces. |
 | `--sf-color-action-500` | PUBLIC | consumption | color | `var(--sf-color-action)` | Mid action shade — the 'pure' hue. Accessible on both light and dark backgrounds. |
-| `--sf-color-action-600` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-600), var(--sf-color-text))` | Mid-dark action shade. Text on light surfaces, icon fills. |
-| `--sf-color-action-700` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-700), var(--sf-color-text))` | Dark action shade. Strong text and icon fills on light backgrounds. |
-| `--sf-color-action-800` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-800), var(--sf-color-text))` | Very dark action shade. High-contrast text on white. |
-| `--sf-color-action-900` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-900), var(--sf-color-text))` | Near-black action shade. Extreme contrast on white surfaces. |
-| `--sf-color-action-950` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-950), var(--sf-color-text))` | Darkest action tint. Near-black for dark-theme surface accents. |
+| `--sf-color-action-600` | PUBLIC | consumption | color | `oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)` | Mid-dark action shade. Text on light surfaces, icon fills. |
+| `--sf-color-action-700` | PUBLIC | consumption | color | `oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)` | Dark action shade. Strong text and icon fills on light backgrounds. |
+| `--sf-color-action-800` | PUBLIC | consumption | color | `oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)` | Very dark action shade. High-contrast text on white. |
+| `--sf-color-action-900` | PUBLIC | consumption | color | `oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)` | Near-black action shade. Extreme contrast on white surfaces. |
+| `--sf-color-action-950` | PUBLIC | consumption | color | `oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)` | Darkest action tint. Near-black for dark-theme surface accents. |
 | `--sf-color-action-a10` | PUBLIC | consumption | color | `oklch(from var(--sf-color-action) l c h / 0.10)` | 10% opacity action tint. Subtle hover or selected-row background. |
 | `--sf-color-action-a30` | PUBLIC | consumption | color | `oklch(from var(--sf-color-action) l c h / 0.30)` | 30% opacity action tint. |
 | `--sf-color-action-a5` | PUBLIC | consumption | color | `oklch(from var(--sf-color-action) l c h / 0.05)` | 5% opacity action tint. Barely-there hover highlight. |
@@ -188,7 +188,7 @@ and a short description. The machine-readable companion (with all columns) is
 | `--sf-color-danger-source-dark` | PUBLIC | knob | color | `oklch(0.71 0.198 12)` | Registered <color> dark counterpart of --sf-color-danger. |
 | `--sf-color-danger-source-light` | PUBLIC | knob | color | `oklch(0.48 0.22 12)` | OKLCH lightness source for the danger status color (covers destructive actions and form validation errors). |
 | `--sf-color-danger-strong` | PUBLIC | consumption | color | `light-dark( oklch(from var(--sf-color-danger-source-light) calc(l - 0.1) c h), oklch(from var(--sf-color-danger) clamp(0.70, calc(l + 0.15), 1) c h) )` | High-contrast danger color for alert body text and icons. |
-| `--sf-color-danger-subtle` | PUBLIC | consumption | color | `oklch(from var(--sf-color-danger) l c h / 0.1)` | Light danger tint for error row backgrounds and alert container fills. |
+| `--sf-color-danger-subtle` | PUBLIC | consumption | color | `oklch(from var(--sf-color-danger) l c h / 0.12)` | Light danger tint for error row backgrounds and alert container fills. |
 | `--sf-color-danger-tint` | PUBLIC | consumption | color | `oklch(from var(--sf-color-danger) l c h / 0.05)` | Near-transparent danger tint (5% alpha) for hover-state washes and the most subtle backgrounds. |
 | `--sf-color-dim` | PUBLIC | knob | color | `oklch(0 0 0 / 0.5)` | Backdrop overlay color for modals, drawers, and lightboxes. |
 | `--sf-color-heading` | PUBLIC | consumption | color | `light-dark( oklch(from var(--sf-color-neutral-source-light) clamp(0.05, calc(l - 0.4 - var(--sf-contrast-bias)), 0.35) c h), oklch(from var(--sf-color-neutral) clamp(0.70, calc(l + 0.25 + var(--sf-contrast-bias)), 1) c h) )` | Heading text color. Slightly stronger contrast than body text for visual hierarchy. |
@@ -197,7 +197,7 @@ and a short description. The machine-readable companion (with all columns) is
 | `--sf-color-info-source-dark` | PUBLIC | knob | color | `oklch(0.71 0.162 235)` | Registered <color> dark counterpart of --sf-color-info. |
 | `--sf-color-info-source-light` | PUBLIC | knob | color | `oklch(0.48 0.18 235)` | OKLCH lightness source for the info status color. |
 | `--sf-color-info-strong` | PUBLIC | consumption | color | `light-dark( oklch(from var(--sf-color-info-source-light) calc(l - 0.1) c h), oklch(from var(--sf-color-info) clamp(0.70, calc(l + 0.15), 1) c h) )` | High-contrast info color for hint body text. |
-| `--sf-color-info-subtle` | PUBLIC | consumption | color | `oklch(from var(--sf-color-info) l c h / 0.1)` | Light info tint for informational note backgrounds. |
+| `--sf-color-info-subtle` | PUBLIC | consumption | color | `oklch(from var(--sf-color-info) l c h / 0.12)` | Light info tint for informational note backgrounds. |
 | `--sf-color-info-tint` | PUBLIC | consumption | color | `oklch(from var(--sf-color-info) l c h / 0.05)` | Near-transparent info tint (5% alpha) for hover-state washes and the most subtle backgrounds. |
 | `--sf-color-inset` | PUBLIC | consumption | color | `oklch(from var(--sf-color-base) calc(l - 0.02) c h)` | Slightly inset surface for nested areas — inputs, code blocks, sidebar panels. |
 | `--sf-color-inverse` | PUBLIC | consumption | color | `oklch(from var(--sf-color-base) calc(1 - l) c h)` | Inverted (dark-on-light / light-on-dark) surface for high-contrast banners or tooltips. |
@@ -212,17 +212,17 @@ and a short description. The machine-readable companion (with all columns) is
 | `--sf-color-neutral` | PUBLIC | consumption | color | `light-dark(var(--sf-color-neutral-source-light), var(--sf-color-neutral-source-dark, oklch(from var(--sf-color-neutral-source-light) clamp(0.65, calc(0.95 - l * 0.5), 0.88) calc(c * 0.9) h)))` | Neutral interactive color for low-emphasis actions and tertiary buttons. |
 | `--sf-color-neutral--active` | PUBLIC | consumption | color | `var(--sf-color-neutral-xdark)` | Neutral color at pressed/active brightness. |
 | `--sf-color-neutral--hover` | PUBLIC | consumption | color | `var(--sf-color-neutral-darker)` | Neutral color at hover brightness. |
-| `--sf-color-neutral-100` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-100), var(--sf-color-surface))` | Very light neutral shade. |
-| `--sf-color-neutral-200` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-200), var(--sf-color-surface))` | Light neutral shade at step 200 on the numeric scale. Subtle fills and outlined badge backgrounds. |
-| `--sf-color-neutral-300` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-300), var(--sf-color-surface))` | Light-mid neutral shade. |
-| `--sf-color-neutral-400` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-400), var(--sf-color-surface))` | Mid-light neutral shade. |
-| `--sf-color-neutral-50` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-50), var(--sf-color-surface))` | Lightest neutral tint. |
+| `--sf-color-neutral-100` | PUBLIC | consumption | color | `oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)` | Very light neutral shade. |
+| `--sf-color-neutral-200` | PUBLIC | consumption | color | `oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)` | Light neutral shade at step 200 on the numeric scale. Subtle fills and outlined badge backgrounds. |
+| `--sf-color-neutral-300` | PUBLIC | consumption | color | `oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)` | Light-mid neutral shade. |
+| `--sf-color-neutral-400` | PUBLIC | consumption | color | `oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)` | Mid-light neutral shade. |
+| `--sf-color-neutral-50` | PUBLIC | consumption | color | `oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)` | Lightest neutral tint. |
 | `--sf-color-neutral-500` | PUBLIC | consumption | color | `var(--sf-color-neutral)` | Mid neutral shade — the 'pure' hue. |
-| `--sf-color-neutral-600` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-600), var(--sf-color-text))` | Mid-dark neutral shade. |
-| `--sf-color-neutral-700` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-700), var(--sf-color-text))` | Dark neutral shade. |
-| `--sf-color-neutral-800` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-800), var(--sf-color-text))` | Very dark neutral shade. |
-| `--sf-color-neutral-900` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-900), var(--sf-color-text))` | Near-black neutral shade at step 900 on the numeric scale. Extreme contrast on light surfaces. |
-| `--sf-color-neutral-950` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-950), var(--sf-color-text))` | Darkest neutral tint. |
+| `--sf-color-neutral-600` | PUBLIC | consumption | color | `oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)` | Mid-dark neutral shade. |
+| `--sf-color-neutral-700` | PUBLIC | consumption | color | `oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)` | Dark neutral shade. |
+| `--sf-color-neutral-800` | PUBLIC | consumption | color | `oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)` | Very dark neutral shade. |
+| `--sf-color-neutral-900` | PUBLIC | consumption | color | `oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)` | Near-black neutral shade at step 900 on the numeric scale. Extreme contrast on light surfaces. |
+| `--sf-color-neutral-950` | PUBLIC | consumption | color | `oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)` | Darkest neutral tint. |
 | `--sf-color-neutral-a10` | PUBLIC | consumption | color | `oklch(from var(--sf-color-neutral) l c h / 0.10)` | 10% opacity neutral tint. |
 | `--sf-color-neutral-a30` | PUBLIC | consumption | color | `oklch(from var(--sf-color-neutral) l c h / 0.30)` | 30% opacity neutral tint. |
 | `--sf-color-neutral-a5` | PUBLIC | consumption | color | `oklch(from var(--sf-color-neutral) l c h / 0.05)` | 5% opacity neutral tint. |
@@ -243,17 +243,17 @@ and a short description. The machine-readable companion (with all columns) is
 | `--sf-color-primary` | PUBLIC | consumption | color | `light-dark(var(--sf-color-primary-source-light), var(--sf-color-primary-source-dark, oklch(from var(--sf-color-primary-source-light) clamp(0.65, calc(0.95 - l * 0.5), 0.88) calc(c * 0.9) h)))` | Primary brand palette color. Independent from --sf-color-action by default; override either source token to couple or separate brand and action roles. |
 | `--sf-color-primary--active` | PUBLIC | consumption | color | `var(--sf-color-primary-xdark)` | Primary color at pressed/active brightness. |
 | `--sf-color-primary--hover` | PUBLIC | consumption | color | `var(--sf-color-primary-darker)` | Primary color at hover brightness. |
-| `--sf-color-primary-100` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-100), var(--sf-color-surface))` | Very light primary shade. |
-| `--sf-color-primary-200` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-200), var(--sf-color-surface))` | Light primary shade at step 200 on the numeric scale. Subtle fills and outlined badge backgrounds. |
-| `--sf-color-primary-300` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-300), var(--sf-color-surface))` | Light-mid primary shade. |
-| `--sf-color-primary-400` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-400), var(--sf-color-surface))` | Mid-light primary shade. |
-| `--sf-color-primary-50` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-50), var(--sf-color-surface))` | Lightest primary tint. |
+| `--sf-color-primary-100` | PUBLIC | consumption | color | `oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)` | Very light primary shade. |
+| `--sf-color-primary-200` | PUBLIC | consumption | color | `oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)` | Light primary shade at step 200 on the numeric scale. Subtle fills and outlined badge backgrounds. |
+| `--sf-color-primary-300` | PUBLIC | consumption | color | `oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)` | Light-mid primary shade. |
+| `--sf-color-primary-400` | PUBLIC | consumption | color | `oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)` | Mid-light primary shade. |
+| `--sf-color-primary-50` | PUBLIC | consumption | color | `oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)` | Lightest primary tint. |
 | `--sf-color-primary-500` | PUBLIC | consumption | color | `var(--sf-color-primary)` | Mid primary shade — the 'pure' hue. |
-| `--sf-color-primary-600` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-600), var(--sf-color-text))` | Mid-dark primary shade. |
-| `--sf-color-primary-700` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-700), var(--sf-color-text))` | Dark primary shade. |
-| `--sf-color-primary-800` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-800), var(--sf-color-text))` | Very dark primary shade. |
-| `--sf-color-primary-900` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-900), var(--sf-color-text))` | Near-black primary shade at step 900 on the numeric scale. Extreme contrast on light surfaces. |
-| `--sf-color-primary-950` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-950), var(--sf-color-text))` | Darkest primary tint. |
+| `--sf-color-primary-600` | PUBLIC | consumption | color | `oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)` | Mid-dark primary shade. |
+| `--sf-color-primary-700` | PUBLIC | consumption | color | `oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)` | Dark primary shade. |
+| `--sf-color-primary-800` | PUBLIC | consumption | color | `oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)` | Very dark primary shade. |
+| `--sf-color-primary-900` | PUBLIC | consumption | color | `oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)` | Near-black primary shade at step 900 on the numeric scale. Extreme contrast on light surfaces. |
+| `--sf-color-primary-950` | PUBLIC | consumption | color | `oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)` | Darkest primary tint. |
 | `--sf-color-primary-a10` | PUBLIC | consumption | color | `oklch(from var(--sf-color-primary) l c h / 0.10)` | 10% opacity primary tint. |
 | `--sf-color-primary-a30` | PUBLIC | consumption | color | `oklch(from var(--sf-color-primary) l c h / 0.30)` | 30% opacity primary tint. |
 | `--sf-color-primary-a5` | PUBLIC | consumption | color | `oklch(from var(--sf-color-primary) l c h / 0.05)` | 5% opacity primary tint. |
@@ -275,17 +275,17 @@ and a short description. The machine-readable companion (with all columns) is
 | `--sf-color-secondary` | PUBLIC | consumption | color | `light-dark(var(--sf-color-secondary-source-light), var(--sf-color-secondary-source-dark, oklch(from var(--sf-color-secondary-source-light) clamp(0.65, calc(0.95 - l * 0.5), 0.88) calc(c * 0.9) h)))` | Raw secondary palette token for the secondary brand color. |
 | `--sf-color-secondary--active` | PUBLIC | consumption | color | `var(--sf-color-secondary-xdark)` | Secondary color at pressed/active brightness. |
 | `--sf-color-secondary--hover` | PUBLIC | consumption | color | `var(--sf-color-secondary-darker)` | Secondary color at hover brightness. |
-| `--sf-color-secondary-100` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-100), var(--sf-color-surface))` | Very light secondary shade. |
-| `--sf-color-secondary-200` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-200), var(--sf-color-surface))` | Light secondary shade at step 200 on the numeric scale. Subtle fills and outlined badge backgrounds. |
-| `--sf-color-secondary-300` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-300), var(--sf-color-surface))` | Light-mid secondary shade. |
-| `--sf-color-secondary-400` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-400), var(--sf-color-surface))` | Mid-light secondary shade. |
-| `--sf-color-secondary-50` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-50), var(--sf-color-surface))` | Lightest secondary tint. |
+| `--sf-color-secondary-100` | PUBLIC | consumption | color | `oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)` | Very light secondary shade. |
+| `--sf-color-secondary-200` | PUBLIC | consumption | color | `oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)` | Light secondary shade at step 200 on the numeric scale. Subtle fills and outlined badge backgrounds. |
+| `--sf-color-secondary-300` | PUBLIC | consumption | color | `oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)` | Light-mid secondary shade. |
+| `--sf-color-secondary-400` | PUBLIC | consumption | color | `oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)` | Mid-light secondary shade. |
+| `--sf-color-secondary-50` | PUBLIC | consumption | color | `oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)` | Lightest secondary tint. |
 | `--sf-color-secondary-500` | PUBLIC | consumption | color | `var(--sf-color-secondary)` | Mid secondary shade — the 'pure' hue. |
-| `--sf-color-secondary-600` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-600), var(--sf-color-text))` | Mid-dark secondary shade. |
-| `--sf-color-secondary-700` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-700), var(--sf-color-text))` | Dark secondary shade. |
-| `--sf-color-secondary-800` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-800), var(--sf-color-text))` | Very dark secondary shade. |
-| `--sf-color-secondary-900` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-900), var(--sf-color-text))` | Near-black secondary shade at step 900 on the numeric scale. Extreme contrast on light surfaces. |
-| `--sf-color-secondary-950` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-950), var(--sf-color-text))` | Darkest secondary tint. |
+| `--sf-color-secondary-600` | PUBLIC | consumption | color | `oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)` | Mid-dark secondary shade. |
+| `--sf-color-secondary-700` | PUBLIC | consumption | color | `oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)` | Dark secondary shade. |
+| `--sf-color-secondary-800` | PUBLIC | consumption | color | `oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)` | Very dark secondary shade. |
+| `--sf-color-secondary-900` | PUBLIC | consumption | color | `oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)` | Near-black secondary shade at step 900 on the numeric scale. Extreme contrast on light surfaces. |
+| `--sf-color-secondary-950` | PUBLIC | consumption | color | `oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)` | Darkest secondary tint. |
 | `--sf-color-secondary-a10` | PUBLIC | consumption | color | `oklch(from var(--sf-color-secondary) l c h / 0.10)` | 10% opacity secondary tint. |
 | `--sf-color-secondary-a30` | PUBLIC | consumption | color | `oklch(from var(--sf-color-secondary) l c h / 0.30)` | 30% opacity secondary tint. |
 | `--sf-color-secondary-a5` | PUBLIC | consumption | color | `oklch(from var(--sf-color-secondary) l c h / 0.05)` | 5% opacity secondary tint. |
@@ -317,17 +317,17 @@ and a short description. The machine-readable companion (with all columns) is
 | `--sf-color-tertiary` | PUBLIC | consumption | color | `light-dark(var(--sf-color-tertiary-source-light), var(--sf-color-tertiary-source-dark, oklch(from var(--sf-color-tertiary-source-light) clamp(0.65, calc(0.95 - l * 0.5), 0.88) calc(c * 0.9) h)))` | Raw tertiary palette token for the third brand color. |
 | `--sf-color-tertiary--active` | PUBLIC | consumption | color | `var(--sf-color-tertiary-xdark)` | Tertiary color at pressed/active brightness. |
 | `--sf-color-tertiary--hover` | PUBLIC | consumption | color | `var(--sf-color-tertiary-darker)` | Tertiary color at hover brightness. |
-| `--sf-color-tertiary-100` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-100), var(--sf-color-surface))` | Very light tertiary shade. |
-| `--sf-color-tertiary-200` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-200), var(--sf-color-surface))` | Light tertiary shade at step 200 on the numeric scale. Subtle fills and outlined badge backgrounds. |
-| `--sf-color-tertiary-300` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-300), var(--sf-color-surface))` | Light-mid tertiary shade. |
-| `--sf-color-tertiary-400` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-400), var(--sf-color-surface))` | Mid-light tertiary shade. |
-| `--sf-color-tertiary-50` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-50), var(--sf-color-surface))` | Lightest tertiary tint. |
+| `--sf-color-tertiary-100` | PUBLIC | consumption | color | `oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)` | Very light tertiary shade. |
+| `--sf-color-tertiary-200` | PUBLIC | consumption | color | `oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)` | Light tertiary shade at step 200 on the numeric scale. Subtle fills and outlined badge backgrounds. |
+| `--sf-color-tertiary-300` | PUBLIC | consumption | color | `oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)` | Light-mid tertiary shade. |
+| `--sf-color-tertiary-400` | PUBLIC | consumption | color | `oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)` | Mid-light tertiary shade. |
+| `--sf-color-tertiary-50` | PUBLIC | consumption | color | `oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)` | Lightest tertiary tint. |
 | `--sf-color-tertiary-500` | PUBLIC | consumption | color | `var(--sf-color-tertiary)` | Mid tertiary shade — the 'pure' hue. |
-| `--sf-color-tertiary-600` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-600), var(--sf-color-text))` | Mid-dark tertiary shade. |
-| `--sf-color-tertiary-700` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-700), var(--sf-color-text))` | Dark tertiary shade. |
-| `--sf-color-tertiary-800` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-800), var(--sf-color-text))` | Very dark tertiary shade. |
-| `--sf-color-tertiary-900` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-900), var(--sf-color-text))` | Near-black tertiary shade at step 900 on the numeric scale. Extreme contrast on light surfaces. |
-| `--sf-color-tertiary-950` | PUBLIC | consumption | color | `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-950), var(--sf-color-text))` | Darkest tertiary tint. |
+| `--sf-color-tertiary-600` | PUBLIC | consumption | color | `oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)` | Mid-dark tertiary shade. |
+| `--sf-color-tertiary-700` | PUBLIC | consumption | color | `oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)` | Dark tertiary shade. |
+| `--sf-color-tertiary-800` | PUBLIC | consumption | color | `oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)` | Very dark tertiary shade. |
+| `--sf-color-tertiary-900` | PUBLIC | consumption | color | `oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)` | Near-black tertiary shade at step 900 on the numeric scale. Extreme contrast on light surfaces. |
+| `--sf-color-tertiary-950` | PUBLIC | consumption | color | `oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)` | Darkest tertiary tint. |
 | `--sf-color-tertiary-a10` | PUBLIC | consumption | color | `oklch(from var(--sf-color-tertiary) l c h / 0.10)` | 10% opacity tertiary tint. |
 | `--sf-color-tertiary-a30` | PUBLIC | consumption | color | `oklch(from var(--sf-color-tertiary) l c h / 0.30)` | 30% opacity tertiary tint. |
 | `--sf-color-tertiary-a5` | PUBLIC | consumption | color | `oklch(from var(--sf-color-tertiary) l c h / 0.05)` | 5% opacity tertiary tint. |
@@ -518,16 +518,8 @@ and a short description. The machine-readable companion (with all columns) is
 | `--sf-opacity-disabled` | PUBLIC | knob | opacity | `0.45` | Opacity for disabled UI elements (typically 0.4–0.5). |
 | `--sf-opacity-muted` | PUBLIC | knob | opacity | `0.5` | General de-emphasis opacity for secondary content, ghost elements, or non-primary layers. Default 0.5. |
 | `--sf-optical-sizing` | PUBLIC-ADVANCED | knob | optical | `auto` | CSS font-optical-sizing value. 'auto' lets the browser optimize letterforms for the rendered size. Set 'none' to disable optical sizing. |
-| `--sf-palette-mix-100` | PUBLIC-ADVANCED | knob | palette | `8%` | Color-mix percentage for palette step 100. Controls blend depth toward the surface. Default 8%. |
-| `--sf-palette-mix-200` | PUBLIC-ADVANCED | knob | palette | `20%` | Color-mix percentage for palette step 200. Controls blend depth toward the surface. Default 20%. |
-| `--sf-palette-mix-300` | PUBLIC-ADVANCED | knob | palette | `40%` | Color-mix percentage for palette step 300. Controls blend depth toward the surface. Default 40%. |
-| `--sf-palette-mix-400` | PUBLIC-ADVANCED | knob | palette | `65%` | Color-mix percentage for palette step 400 (near-mid tint). Controls blend depth. Default 65%. |
-| `--sf-palette-mix-50` | PUBLIC-ADVANCED | knob | palette | `4%` | Color-mix percentage for the lightest palette step (50). Controls how far step 50 blends toward the surface. Default 4%. |
-| `--sf-palette-mix-600` | PUBLIC-ADVANCED | knob | palette | `82%` | Color-mix percentage for palette step 600 (near-mid shade). Controls blend depth toward the text color. Default 82%. |
-| `--sf-palette-mix-700` | PUBLIC-ADVANCED | knob | palette | `62%` | Color-mix percentage for palette step 700. Controls blend depth toward the text color. Default 62%. |
-| `--sf-palette-mix-800` | PUBLIC-ADVANCED | knob | palette | `38%` | Color-mix percentage for palette step 800 (dark shade). Controls blend depth toward text. Default 38%. |
-| `--sf-palette-mix-900` | PUBLIC-ADVANCED | knob | palette | `18%` | Color-mix percentage for palette step 900 (very dark shade). Controls blend depth toward text. Default 18%. |
-| `--sf-palette-mix-950` | PUBLIC-ADVANCED | knob | palette | `8%` | Color-mix percentage for the darkest palette step (950). Controls how far step 950 blends toward the text color. Default 8%. |
+| `--sf-palette-shade-l` | PUBLIC-ADVANCED | knob | palette | `0.1` | Absolute OKLCH lightness the shade steps (600-950) pull toward; sets how dark the darkest palette step can reach. Default 0.1. |
+| `--sf-palette-tint-l` | PUBLIC-ADVANCED | knob | palette | `0.97` | Absolute OKLCH lightness the tint steps (50-400) pull toward; sets how light the lightest palette step can reach. Default 0.97. |
 | `--sf-print-base-size` | PUBLIC-ADVANCED | knob | print | `11pt` | Base font size for @media print stylesheets. Default 11pt. Override on :root to adjust printed body text size. |
 | `--sf-print-page-margin` | PUBLIC-ADVANCED | knob | print | `2cm` | Page margin for printed output. Default 2cm. Maps to @page margin. |
 | `--sf-print-page-size` | PUBLIC-ADVANCED | knob | print | `a4` | Target paper size for printing. Default 'a4'. Maps to @page size. Common values: a4, letter, legal. |
diff --git a/docs/llm-guide.md b/docs/llm-guide.md
index 18e89e55..6dc7d005 100644
--- a/docs/llm-guide.md
+++ b/docs/llm-guide.md
@@ -1,6 +1,6 @@
 # Slashed Framework — LLM Reference Guide
 
-> Version: **0.7.19** · Tokens: **754** · Prefix: `--sf-`
+> Version: **0.7.19** · Tokens: **746** · Prefix: `--sf-`
 
 ---
 
@@ -407,21 +407,13 @@ Examples: `--sf-color-danger-subtle`, `--sf-color-warning-strong`.
 /* Alpha variants */
 --sf-color-{family}-a5 / -a10 / -a30 / -a50 / -a80
 
-/* PUBLIC-ADVANCED: ramp shape for the five mid-tone brand families */
---sf-palette-mix-50:  4%;    /* How far step 50 blends toward surface */
---sf-palette-mix-100: 8%;    /* … */
---sf-palette-mix-200: 20%;
---sf-palette-mix-300: 40%;
---sf-palette-mix-400: 65%;
-/* step 500 is the source color itself; no separate mix knob exists */
---sf-palette-mix-600: 82%;
---sf-palette-mix-700: 62%;
---sf-palette-mix-800: 38%;
---sf-palette-mix-900: 18%;
---sf-palette-mix-950: 8%;     /* deepest step */
+/* PUBLIC-ADVANCED: ramp lightness anchors for the five mid-tone families */
+--sf-palette-tint-l:  0.97;   /* absolute OKLCH L the tint steps (50–400) reach toward */
+--sf-palette-shade-l: 0.1;    /* absolute OKLCH L the shade steps (600–950) reach toward */
+/* step 500 is the source color itself; per-step pull + chroma taper are baked in */
 ```
 
-All six families honour the 50=Lightest / 950=Darkest contract. The five mid-tone brand families (`primary`, `secondary`, `tertiary`, `action`, `neutral`) are generated with `color-mix` anchored to `--sf-color-surface` and `--sf-color-text` as the two poles. **`base` uses fixed OKLCH lightness steps** (0.97 at step 50 → 0.06 at step 950) preserving the source hue and chroma. The `--sf-palette-mix-*` knobs do not affect `base`. Because it is an absolute scale, `base` deliberately has **no relative aliases** (`-lighter` / `-darker` / `-xlight` / `-superlight` / …) — those exist only on the five mid-tone brand families, where the source sits in the middle of the ramp. For mode-adaptive surface adjustments on base-coloured elements use `--sf-color-inset` / `--sf-color-raised` / `--sf-color-bg` or the `--sf-color-base--hover` / `--sf-color-base--active` tokens (which use relative oklch offsets and adapt to both modes automatically).
+All six families honour the 50=Lightest / 950=Darkest contract. The five mid-tone brand families (`primary`, `secondary`, `tertiary`, `action`, `neutral`) are generated in OKLCH by pulling the family colour's own lightness a fixed fraction toward an **absolute** target — `--sf-palette-tint-l` for tints (50–400), `--sf-palette-shade-l` for shades (600–950) — clamped (`max()`/`min()`) so a tint can never end darker than the base nor a shade lighter. Because the poles are absolute (not the theme's `--sf-color-surface` / `--sf-color-text`), the ramp stays monotonic light→dark for **any** source colour and any anchor configuration — it cannot fold into a "U". **`base` uses fixed OKLCH lightness steps** (0.97 at step 50 → 0.06 at step 950) preserving the source hue and chroma; it does not read the `--sf-palette-*-l` knobs. Because it is an absolute scale, `base` deliberately has **no relative aliases** (`-lighter` / `-darker` / `-xlight` / `-superlight` / …) — those exist only on the five mid-tone brand families, where the source sits in the middle of the ramp. For mode-adaptive surface adjustments on base-coloured elements use `--sf-color-inset` / `--sf-color-raised` / `--sf-color-bg` or the `--sf-color-base--hover` / `--sf-color-base--active` tokens (which use relative oklch offsets and adapt to both modes automatically).
 
 Status families (success/warning/info/danger) have **no numeric scale** — use their triplets.
 
@@ -1310,15 +1302,13 @@ Example — if your primary brand color has L ≈ 0.6 and you prefer white text:
 
 Each step up the type scale subtracts `step-index × taper` from that step's default line-height.
 
-### 11.5 Palette mix percentages
+### 11.5 Palette ramp lightness anchors
 
 ```css
-/* Shape of the 50–950 numeric palette ramp */
---sf-palette-mix-50:  4%    /* how far step 50 blends toward surface */
---sf-palette-mix-100: 8%
---sf-palette-mix-200: 20%
---sf-palette-mix-300: 40%
-/* … similarly for all steps */
+/* Absolute OKLCH lightness poles the 50–950 numeric ramp reaches toward */
+--sf-palette-tint-l:  0.97   /* how light the lightest step (50) can reach */
+--sf-palette-shade-l: 0.1    /* how dark the darkest step (950) can reach */
+/* per-step pull fraction + chroma taper are baked into each family */
 ```
 
 ### 11.6 Scroll and mask
diff --git a/docs/registry.json b/docs/registry.json
index 63394ad6..44f78c39 100644
--- a/docs/registry.json
+++ b/docs/registry.json
@@ -19,7 +19,7 @@
       "optional/utilities.css"
     ],
     "counts": {
-      "tokens": 754,
+      "tokens": 746,
       "sf_classes": 289,
       "is_classes": 28
     }
@@ -562,16 +562,8 @@
     "--sf-opacity-muted",
     "--sf-optical-sizing",
     "--sf-overlap-pull",
-    "--sf-palette-mix-100",
-    "--sf-palette-mix-200",
-    "--sf-palette-mix-300",
-    "--sf-palette-mix-400",
-    "--sf-palette-mix-50",
-    "--sf-palette-mix-600",
-    "--sf-palette-mix-700",
-    "--sf-palette-mix-800",
-    "--sf-palette-mix-900",
-    "--sf-palette-mix-950",
+    "--sf-palette-shade-l",
+    "--sf-palette-tint-l",
     "--sf-print-base-size",
     "--sf-print-page-margin",
     "--sf-print-page-size",
diff --git a/docs/token-annotations.json b/docs/token-annotations.json
index ba6aef20..e2ae2770 100644
--- a/docs/token-annotations.json
+++ b/docs/token-annotations.json
@@ -804,16 +804,8 @@
     "--sf-density": "Compact ↔ comfortable dial for interactive control geometry (the --sf-size-* rung ladder). Default 1; below 1 packs controls tighter (dashboards, data tables), above 1 loosens them. A deliberate design/user choice, not a viewport response — orthogonal to --sf-space-scale (whitespace) and --sf-section-scale (section rhythm). The --sf-touch-target accessibility floor is independent, so a small value can't shrink native controls below the WCAG target. Like the other global multipliers it is a :root dial (the size ladder is computed at :root and inherits, so nested overrides don't retroactively rescale it).",
     "--sf-text-scale": "Global type-size multiplier. Scales the entire fluid type scale. 1.08 gives noticeably larger body text without breaking layout.",
     "--sf-text-display-scale": "Multiplier applied only to the display/hero type scale (--sf-text-display-*). Tune headline impact independently of body text.",
-    "--sf-palette-mix-50": "Color-mix percentage for the lightest palette step (50). Controls how far step 50 blends toward the surface. Default 4%.",
-    "--sf-palette-mix-100": "Color-mix percentage for palette step 100. Controls blend depth toward the surface. Default 8%.",
-    "--sf-palette-mix-200": "Color-mix percentage for palette step 200. Controls blend depth toward the surface. Default 20%.",
-    "--sf-palette-mix-300": "Color-mix percentage for palette step 300. Controls blend depth toward the surface. Default 40%.",
-    "--sf-palette-mix-400": "Color-mix percentage for palette step 400 (near-mid tint). Controls blend depth. Default 65%.",
-    "--sf-palette-mix-600": "Color-mix percentage for palette step 600 (near-mid shade). Controls blend depth toward the text color. Default 82%.",
-    "--sf-palette-mix-700": "Color-mix percentage for palette step 700. Controls blend depth toward the text color. Default 62%.",
-    "--sf-palette-mix-800": "Color-mix percentage for palette step 800 (dark shade). Controls blend depth toward text. Default 38%.",
-    "--sf-palette-mix-900": "Color-mix percentage for palette step 900 (very dark shade). Controls blend depth toward text. Default 18%.",
-    "--sf-palette-mix-950": "Color-mix percentage for the darkest palette step (950). Controls how far step 950 blends toward the text color. Default 8%.",
+    "--sf-palette-tint-l": "Absolute OKLCH lightness the tint steps (50-400) pull toward; sets how light the lightest palette step can reach. Default 0.97.",
+    "--sf-palette-shade-l": "Absolute OKLCH lightness the shade steps (600-950) pull toward; sets how dark the darkest palette step can reach. Default 0.1.",
     "--sf-print-base-size": "Base font size for @media print stylesheets. Default 11pt. Override on :root to adjust printed body text size.",
     "--sf-print-page-margin": "Page margin for printed output. Default 2cm. Maps to @page margin.",
     "--sf-print-page-size": "Target paper size for printing. Default 'a4'. Maps to @page size. Common values: a4, letter, legal.",
diff --git a/docs/token-index.json b/docs/token-index.json
index 360cae07..498f8ff4 100644
--- a/docs/token-index.json
+++ b/docs/token-index.json
@@ -8,14 +8,14 @@
       "optional/tokens.components.css"
     ],
     "counts": {
-      "tokens": 754,
+      "tokens": 746,
       "by_tier": {
         "PUBLIC": 693,
-        "PUBLIC-ADVANCED": 60,
+        "PUBLIC-ADVANCED": 52,
         "INTERNAL": 1
       },
       "by_role": {
-        "knob": 265,
+        "knob": 257,
         "consumption": 489
       }
     }
@@ -883,7 +883,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-100), var(--sf-color-surface))"
+      "value": "oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)"
     },
     "--sf-color-action-200": {
       "tier": "PUBLIC",
@@ -891,7 +891,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-200), var(--sf-color-surface))"
+      "value": "oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)"
     },
     "--sf-color-action-300": {
       "tier": "PUBLIC",
@@ -899,7 +899,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-300), var(--sf-color-surface))"
+      "value": "oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)"
     },
     "--sf-color-action-400": {
       "tier": "PUBLIC",
@@ -907,7 +907,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-400), var(--sf-color-surface))"
+      "value": "oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)"
     },
     "--sf-color-action-50": {
       "tier": "PUBLIC",
@@ -915,7 +915,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-50), var(--sf-color-surface))"
+      "value": "oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)"
     },
     "--sf-color-action-500": {
       "tier": "PUBLIC",
@@ -931,7 +931,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-600), var(--sf-color-text))"
+      "value": "oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)"
     },
     "--sf-color-action-700": {
       "tier": "PUBLIC",
@@ -939,7 +939,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-700), var(--sf-color-text))"
+      "value": "oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)"
     },
     "--sf-color-action-800": {
       "tier": "PUBLIC",
@@ -947,7 +947,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-800), var(--sf-color-text))"
+      "value": "oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)"
     },
     "--sf-color-action-900": {
       "tier": "PUBLIC",
@@ -955,7 +955,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-900), var(--sf-color-text))"
+      "value": "oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)"
     },
     "--sf-color-action-950": {
       "tier": "PUBLIC",
@@ -963,7 +963,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-950), var(--sf-color-text))"
+      "value": "oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)"
     },
     "--sf-color-action-a10": {
       "tier": "PUBLIC",
@@ -1451,7 +1451,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "oklch(from var(--sf-color-danger) l c h / 0.1)"
+      "value": "oklch(from var(--sf-color-danger) l c h / 0.12)"
     },
     "--sf-color-danger-tint": {
       "tier": "PUBLIC",
@@ -1523,7 +1523,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "oklch(from var(--sf-color-info) l c h / 0.1)"
+      "value": "oklch(from var(--sf-color-info) l c h / 0.12)"
     },
     "--sf-color-info-tint": {
       "tier": "PUBLIC",
@@ -1643,7 +1643,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-100), var(--sf-color-surface))"
+      "value": "oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)"
     },
     "--sf-color-neutral-200": {
       "tier": "PUBLIC",
@@ -1651,7 +1651,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-200), var(--sf-color-surface))"
+      "value": "oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)"
     },
     "--sf-color-neutral-300": {
       "tier": "PUBLIC",
@@ -1659,7 +1659,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-300), var(--sf-color-surface))"
+      "value": "oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)"
     },
     "--sf-color-neutral-400": {
       "tier": "PUBLIC",
@@ -1667,7 +1667,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-400), var(--sf-color-surface))"
+      "value": "oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)"
     },
     "--sf-color-neutral-50": {
       "tier": "PUBLIC",
@@ -1675,7 +1675,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-50), var(--sf-color-surface))"
+      "value": "oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)"
     },
     "--sf-color-neutral-500": {
       "tier": "PUBLIC",
@@ -1691,7 +1691,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-600), var(--sf-color-text))"
+      "value": "oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)"
     },
     "--sf-color-neutral-700": {
       "tier": "PUBLIC",
@@ -1699,7 +1699,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-700), var(--sf-color-text))"
+      "value": "oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)"
     },
     "--sf-color-neutral-800": {
       "tier": "PUBLIC",
@@ -1707,7 +1707,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-800), var(--sf-color-text))"
+      "value": "oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)"
     },
     "--sf-color-neutral-900": {
       "tier": "PUBLIC",
@@ -1715,7 +1715,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-900), var(--sf-color-text))"
+      "value": "oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)"
     },
     "--sf-color-neutral-950": {
       "tier": "PUBLIC",
@@ -1723,7 +1723,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-950), var(--sf-color-text))"
+      "value": "oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)"
     },
     "--sf-color-neutral-a10": {
       "tier": "PUBLIC",
@@ -1891,7 +1891,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-100), var(--sf-color-surface))"
+      "value": "oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)"
     },
     "--sf-color-primary-200": {
       "tier": "PUBLIC",
@@ -1899,7 +1899,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-200), var(--sf-color-surface))"
+      "value": "oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)"
     },
     "--sf-color-primary-300": {
       "tier": "PUBLIC",
@@ -1907,7 +1907,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-300), var(--sf-color-surface))"
+      "value": "oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)"
     },
     "--sf-color-primary-400": {
       "tier": "PUBLIC",
@@ -1915,7 +1915,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-400), var(--sf-color-surface))"
+      "value": "oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)"
     },
     "--sf-color-primary-50": {
       "tier": "PUBLIC",
@@ -1923,7 +1923,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-50), var(--sf-color-surface))"
+      "value": "oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)"
     },
     "--sf-color-primary-500": {
       "tier": "PUBLIC",
@@ -1939,7 +1939,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-600), var(--sf-color-text))"
+      "value": "oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)"
     },
     "--sf-color-primary-700": {
       "tier": "PUBLIC",
@@ -1947,7 +1947,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-700), var(--sf-color-text))"
+      "value": "oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)"
     },
     "--sf-color-primary-800": {
       "tier": "PUBLIC",
@@ -1955,7 +1955,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-800), var(--sf-color-text))"
+      "value": "oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)"
     },
     "--sf-color-primary-900": {
       "tier": "PUBLIC",
@@ -1963,7 +1963,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-900), var(--sf-color-text))"
+      "value": "oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)"
     },
     "--sf-color-primary-950": {
       "tier": "PUBLIC",
@@ -1971,7 +1971,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-950), var(--sf-color-text))"
+      "value": "oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)"
     },
     "--sf-color-primary-a10": {
       "tier": "PUBLIC",
@@ -2147,7 +2147,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-100), var(--sf-color-surface))"
+      "value": "oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)"
     },
     "--sf-color-secondary-200": {
       "tier": "PUBLIC",
@@ -2155,7 +2155,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-200), var(--sf-color-surface))"
+      "value": "oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)"
     },
     "--sf-color-secondary-300": {
       "tier": "PUBLIC",
@@ -2163,7 +2163,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-300), var(--sf-color-surface))"
+      "value": "oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)"
     },
     "--sf-color-secondary-400": {
       "tier": "PUBLIC",
@@ -2171,7 +2171,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-400), var(--sf-color-surface))"
+      "value": "oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)"
     },
     "--sf-color-secondary-50": {
       "tier": "PUBLIC",
@@ -2179,7 +2179,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-50), var(--sf-color-surface))"
+      "value": "oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)"
     },
     "--sf-color-secondary-500": {
       "tier": "PUBLIC",
@@ -2195,7 +2195,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-600), var(--sf-color-text))"
+      "value": "oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)"
     },
     "--sf-color-secondary-700": {
       "tier": "PUBLIC",
@@ -2203,7 +2203,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-700), var(--sf-color-text))"
+      "value": "oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)"
     },
     "--sf-color-secondary-800": {
       "tier": "PUBLIC",
@@ -2211,7 +2211,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-800), var(--sf-color-text))"
+      "value": "oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)"
     },
     "--sf-color-secondary-900": {
       "tier": "PUBLIC",
@@ -2219,7 +2219,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-900), var(--sf-color-text))"
+      "value": "oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)"
     },
     "--sf-color-secondary-950": {
       "tier": "PUBLIC",
@@ -2227,7 +2227,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-950), var(--sf-color-text))"
+      "value": "oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)"
     },
     "--sf-color-secondary-a10": {
       "tier": "PUBLIC",
@@ -2483,7 +2483,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-100), var(--sf-color-surface))"
+      "value": "oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)"
     },
     "--sf-color-tertiary-200": {
       "tier": "PUBLIC",
@@ -2491,7 +2491,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-200), var(--sf-color-surface))"
+      "value": "oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)"
     },
     "--sf-color-tertiary-300": {
       "tier": "PUBLIC",
@@ -2499,7 +2499,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-300), var(--sf-color-surface))"
+      "value": "oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)"
     },
     "--sf-color-tertiary-400": {
       "tier": "PUBLIC",
@@ -2507,7 +2507,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-400), var(--sf-color-surface))"
+      "value": "oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)"
     },
     "--sf-color-tertiary-50": {
       "tier": "PUBLIC",
@@ -2515,7 +2515,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-50), var(--sf-color-surface))"
+      "value": "oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)"
     },
     "--sf-color-tertiary-500": {
       "tier": "PUBLIC",
@@ -2531,7 +2531,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-600), var(--sf-color-text))"
+      "value": "oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)"
     },
     "--sf-color-tertiary-700": {
       "tier": "PUBLIC",
@@ -2539,7 +2539,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-700), var(--sf-color-text))"
+      "value": "oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)"
     },
     "--sf-color-tertiary-800": {
       "tier": "PUBLIC",
@@ -2547,7 +2547,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-800), var(--sf-color-text))"
+      "value": "oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)"
     },
     "--sf-color-tertiary-900": {
       "tier": "PUBLIC",
@@ -2555,7 +2555,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-900), var(--sf-color-text))"
+      "value": "oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)"
     },
     "--sf-color-tertiary-950": {
       "tier": "PUBLIC",
@@ -2563,7 +2563,7 @@
       "files": [
         "core/tokens.css"
       ],
-      "value": "color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-950), var(--sf-color-text))"
+      "value": "oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)"
     },
     "--sf-color-tertiary-a10": {
       "tier": "PUBLIC",
@@ -4317,85 +4317,21 @@
       ],
       "value": "var(--sf-space-xl)"
     },
-    "--sf-palette-mix-100": {
+    "--sf-palette-shade-l": {
       "tier": "PUBLIC-ADVANCED",
       "role": "knob",
       "files": [
         "core/tokens.css"
       ],
-      "value": "8%"
+      "value": "0.1"
     },
-    "--sf-palette-mix-200": {
+    "--sf-palette-tint-l": {
       "tier": "PUBLIC-ADVANCED",
       "role": "knob",
       "files": [
         "core/tokens.css"
       ],
-      "value": "20%"
-    },
-    "--sf-palette-mix-300": {
-      "tier": "PUBLIC-ADVANCED",
-      "role": "knob",
-      "files": [
-        "core/tokens.css"
-      ],
-      "value": "40%"
-    },
-    "--sf-palette-mix-400": {
-      "tier": "PUBLIC-ADVANCED",
-      "role": "knob",
-      "files": [
-        "core/tokens.css"
-      ],
-      "value": "65%"
-    },
-    "--sf-palette-mix-50": {
-      "tier": "PUBLIC-ADVANCED",
-      "role": "knob",
-      "files": [
-        "core/tokens.css"
-      ],
-      "value": "4%"
-    },
-    "--sf-palette-mix-600": {
-      "tier": "PUBLIC-ADVANCED",
-      "role": "knob",
-      "files": [
-        "core/tokens.css"
-      ],
-      "value": "82%"
-    },
-    "--sf-palette-mix-700": {
-      "tier": "PUBLIC-ADVANCED",
-      "role": "knob",
-      "files": [
-        "core/tokens.css"
-      ],
-      "value": "62%"
-    },
-    "--sf-palette-mix-800": {
-      "tier": "PUBLIC-ADVANCED",
-      "role": "knob",
-      "files": [
-        "core/tokens.css"
-      ],
-      "value": "38%"
-    },
-    "--sf-palette-mix-900": {
-      "tier": "PUBLIC-ADVANCED",
-      "role": "knob",
-      "files": [
-        "core/tokens.css"
-      ],
-      "value": "18%"
-    },
-    "--sf-palette-mix-950": {
-      "tier": "PUBLIC-ADVANCED",
-      "role": "knob",
-      "files": [
-        "core/tokens.css"
-      ],
-      "value": "8%"
+      "value": "0.97"
     },
     "--sf-print-base-size": {
       "tier": "PUBLIC-ADVANCED",
diff --git a/docs/token-index.md b/docs/token-index.md
index d00e8582..42533b76 100644
--- a/docs/token-index.md
+++ b/docs/token-index.md
@@ -8,12 +8,12 @@ A cross-reference of every `--sf-*` custom property by **source file** and
 for the flat name list see [registry.json](registry.json); for the tier
 contract and naming rules see [architecture.md](architecture.md).
 
-**754 tokens** (deduplicated by name across the 4 token source files).
+**746 tokens** (deduplicated by name across the 4 token source files).
 
 | Tier | Count | Meaning |
 |---|---|---|
 | PUBLIC | 693 | Everyday knobs. SemVer-stable. |
-| PUBLIC-ADVANCED | 60 | Same SemVer guarantee; niche/powerful. |
+| PUBLIC-ADVANCED | 52 | Same SemVer guarantee; niche/powerful. |
 | INTERNAL | 1 | Implementation detail; may change without a major bump. |
 
 Every token also carries a **role** — an orthogonal, SemVer-neutral hint about
@@ -22,7 +22,7 @@ declared value (a value that references `var(--sf-…)` is a derived output):
 
 | Role | Count | Meaning |
 |---|---|---|
-| knob | 265 | Input you **set** to configure the system (a literal primitive: length, number, colour literal, keyword, font stack, easing curve …). |
+| knob | 257 | Input you **set** to configure the system (a literal primitive: length, number, colour literal, keyword, font stack, easing curve …). |
 | consumption | 489 | Ready-to-use output you **read**; derived from other tokens via `var(--sf-…)` (incl. `light-dark()`/`oklch(from …)`/`color-mix()`). |
 
 ## INTERNAL tokens
@@ -53,16 +53,8 @@ declared value (a value that references `var(--sf-…)` is a derived output):
 - `--sf-mask-scrim-start`
 - `--sf-motion-scale`
 - `--sf-optical-sizing`
-- `--sf-palette-mix-100`
-- `--sf-palette-mix-200`
-- `--sf-palette-mix-300`
-- `--sf-palette-mix-400`
-- `--sf-palette-mix-50`
-- `--sf-palette-mix-600`
-- `--sf-palette-mix-700`
-- `--sf-palette-mix-800`
-- `--sf-palette-mix-900`
-- `--sf-palette-mix-950`
+- `--sf-palette-shade-l`
+- `--sf-palette-tint-l`
 - `--sf-print-base-size`
 - `--sf-print-page-margin`
 - `--sf-print-page-size`
@@ -203,17 +195,17 @@ declared value (a value that references `var(--sf-…)` is a derived output):
 | `--sf-color-action` | PUBLIC | consumption | Core | `light-dark(var(--sf-color-action-source-light), var(--sf-color-action-source-dark, oklch(from var(--sf-color-action-source-light) clamp(0.65, calc(0.95 - l * 0.5), 0.88) calc(c * 0.9) h)))` |
 | `--sf-color-action--active` | PUBLIC | consumption | Core | `var(--sf-color-action-xdark)` |
 | `--sf-color-action--hover` | PUBLIC | consumption | Core | `var(--sf-color-action-darker)` |
-| `--sf-color-action-100` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-100), var(--sf-color-surface))` |
-| `--sf-color-action-200` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-200), var(--sf-color-surface))` |
-| `--sf-color-action-300` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-300), var(--sf-color-surface))` |
-| `--sf-color-action-400` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-400), var(--sf-color-surface))` |
-| `--sf-color-action-50` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-50), var(--sf-color-surface))` |
+| `--sf-color-action-100` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)` |
+| `--sf-color-action-200` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)` |
+| `--sf-color-action-300` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)` |
+| `--sf-color-action-400` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)` |
+| `--sf-color-action-50` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)` |
 | `--sf-color-action-500` | PUBLIC | consumption | Core | `var(--sf-color-action)` |
-| `--sf-color-action-600` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-600), var(--sf-color-text))` |
-| `--sf-color-action-700` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-700), var(--sf-color-text))` |
-| `--sf-color-action-800` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-800), var(--sf-color-text))` |
-| `--sf-color-action-900` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-900), var(--sf-color-text))` |
-| `--sf-color-action-950` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-950), var(--sf-color-text))` |
+| `--sf-color-action-600` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)` |
+| `--sf-color-action-700` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)` |
+| `--sf-color-action-800` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)` |
+| `--sf-color-action-900` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)` |
+| `--sf-color-action-950` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)` |
 | `--sf-color-action-a10` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-action) l c h / 0.10)` |
 | `--sf-color-action-a30` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-action) l c h / 0.30)` |
 | `--sf-color-action-a5` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-action) l c h / 0.05)` |
@@ -274,7 +266,7 @@ declared value (a value that references `var(--sf-…)` is a derived output):
 | `--sf-color-danger-source-dark` | PUBLIC | knob | Core | `oklch(0.71 0.198 12) (registered)` |
 | `--sf-color-danger-source-light` | PUBLIC | knob | Core | `oklch(0.48 0.22 12)` |
 | `--sf-color-danger-strong` | PUBLIC | consumption | Core | `light-dark( oklch(from var(--sf-color-danger-source-light) calc(l - 0.1) c h), oklch(from var(--sf-color-danger) clamp(0.70, calc(l + 0.15), 1) c h) )` |
-| `--sf-color-danger-subtle` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-danger) l c h / 0.1)` |
+| `--sf-color-danger-subtle` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-danger) l c h / 0.12)` |
 | `--sf-color-danger-tint` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-danger) l c h / 0.05)` |
 | `--sf-color-dim` | PUBLIC | knob | Core | `oklch(0 0 0 / 0.5)` |
 | `--sf-color-heading` | PUBLIC | consumption | Core | `light-dark( oklch(from var(--sf-color-neutral-source-light) clamp(0.05, calc(l - 0.4 - var(--sf-contrast-bias)), 0.35) c h), oklch(from var(--sf-color-neutral) clamp(0.70, calc(l + 0.25 + var(--sf-contrast-bias)), 1) c h) )` |
@@ -283,7 +275,7 @@ declared value (a value that references `var(--sf-…)` is a derived output):
 | `--sf-color-info-source-dark` | PUBLIC | knob | Core | `oklch(0.71 0.162 235) (registered)` |
 | `--sf-color-info-source-light` | PUBLIC | knob | Core | `oklch(0.48 0.18 235)` |
 | `--sf-color-info-strong` | PUBLIC | consumption | Core | `light-dark( oklch(from var(--sf-color-info-source-light) calc(l - 0.1) c h), oklch(from var(--sf-color-info) clamp(0.70, calc(l + 0.15), 1) c h) )` |
-| `--sf-color-info-subtle` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-info) l c h / 0.1)` |
+| `--sf-color-info-subtle` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-info) l c h / 0.12)` |
 | `--sf-color-info-tint` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-info) l c h / 0.05)` |
 | `--sf-color-inset` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-base) calc(l - 0.02) c h)` |
 | `--sf-color-inverse` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-base) calc(1 - l) c h)` |
@@ -298,17 +290,17 @@ declared value (a value that references `var(--sf-…)` is a derived output):
 | `--sf-color-neutral` | PUBLIC | consumption | Core | `light-dark(var(--sf-color-neutral-source-light), var(--sf-color-neutral-source-dark, oklch(from var(--sf-color-neutral-source-light) clamp(0.65, calc(0.95 - l * 0.5), 0.88) calc(c * 0.9) h)))` |
 | `--sf-color-neutral--active` | PUBLIC | consumption | Core | `var(--sf-color-neutral-xdark)` |
 | `--sf-color-neutral--hover` | PUBLIC | consumption | Core | `var(--sf-color-neutral-darker)` |
-| `--sf-color-neutral-100` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-100), var(--sf-color-surface))` |
-| `--sf-color-neutral-200` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-200), var(--sf-color-surface))` |
-| `--sf-color-neutral-300` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-300), var(--sf-color-surface))` |
-| `--sf-color-neutral-400` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-400), var(--sf-color-surface))` |
-| `--sf-color-neutral-50` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-50), var(--sf-color-surface))` |
+| `--sf-color-neutral-100` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)` |
+| `--sf-color-neutral-200` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)` |
+| `--sf-color-neutral-300` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)` |
+| `--sf-color-neutral-400` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)` |
+| `--sf-color-neutral-50` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)` |
 | `--sf-color-neutral-500` | PUBLIC | consumption | Core | `var(--sf-color-neutral)` |
-| `--sf-color-neutral-600` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-600), var(--sf-color-text))` |
-| `--sf-color-neutral-700` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-700), var(--sf-color-text))` |
-| `--sf-color-neutral-800` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-800), var(--sf-color-text))` |
-| `--sf-color-neutral-900` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-900), var(--sf-color-text))` |
-| `--sf-color-neutral-950` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-950), var(--sf-color-text))` |
+| `--sf-color-neutral-600` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)` |
+| `--sf-color-neutral-700` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)` |
+| `--sf-color-neutral-800` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)` |
+| `--sf-color-neutral-900` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)` |
+| `--sf-color-neutral-950` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)` |
 | `--sf-color-neutral-a10` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-neutral) l c h / 0.10)` |
 | `--sf-color-neutral-a30` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-neutral) l c h / 0.30)` |
 | `--sf-color-neutral-a5` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-neutral) l c h / 0.05)` |
@@ -329,17 +321,17 @@ declared value (a value that references `var(--sf-…)` is a derived output):
 | `--sf-color-primary` | PUBLIC | consumption | Core | `light-dark(var(--sf-color-primary-source-light), var(--sf-color-primary-source-dark, oklch(from var(--sf-color-primary-source-light) clamp(0.65, calc(0.95 - l * 0.5), 0.88) calc(c * 0.9) h)))` |
 | `--sf-color-primary--active` | PUBLIC | consumption | Core | `var(--sf-color-primary-xdark)` |
 | `--sf-color-primary--hover` | PUBLIC | consumption | Core | `var(--sf-color-primary-darker)` |
-| `--sf-color-primary-100` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-100), var(--sf-color-surface))` |
-| `--sf-color-primary-200` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-200), var(--sf-color-surface))` |
-| `--sf-color-primary-300` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-300), var(--sf-color-surface))` |
-| `--sf-color-primary-400` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-400), var(--sf-color-surface))` |
-| `--sf-color-primary-50` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-50), var(--sf-color-surface))` |
+| `--sf-color-primary-100` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)` |
+| `--sf-color-primary-200` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)` |
+| `--sf-color-primary-300` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)` |
+| `--sf-color-primary-400` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)` |
+| `--sf-color-primary-50` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)` |
 | `--sf-color-primary-500` | PUBLIC | consumption | Core | `var(--sf-color-primary)` |
-| `--sf-color-primary-600` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-600), var(--sf-color-text))` |
-| `--sf-color-primary-700` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-700), var(--sf-color-text))` |
-| `--sf-color-primary-800` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-800), var(--sf-color-text))` |
-| `--sf-color-primary-900` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-900), var(--sf-color-text))` |
-| `--sf-color-primary-950` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-950), var(--sf-color-text))` |
+| `--sf-color-primary-600` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)` |
+| `--sf-color-primary-700` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)` |
+| `--sf-color-primary-800` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)` |
+| `--sf-color-primary-900` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)` |
+| `--sf-color-primary-950` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)` |
 | `--sf-color-primary-a10` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-primary) l c h / 0.10)` |
 | `--sf-color-primary-a30` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-primary) l c h / 0.30)` |
 | `--sf-color-primary-a5` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-primary) l c h / 0.05)` |
@@ -361,17 +353,17 @@ declared value (a value that references `var(--sf-…)` is a derived output):
 | `--sf-color-secondary` | PUBLIC | consumption | Core | `light-dark(var(--sf-color-secondary-source-light), var(--sf-color-secondary-source-dark, oklch(from var(--sf-color-secondary-source-light) clamp(0.65, calc(0.95 - l * 0.5), 0.88) calc(c * 0.9) h)))` |
 | `--sf-color-secondary--active` | PUBLIC | consumption | Core | `var(--sf-color-secondary-xdark)` |
 | `--sf-color-secondary--hover` | PUBLIC | consumption | Core | `var(--sf-color-secondary-darker)` |
-| `--sf-color-secondary-100` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-100), var(--sf-color-surface))` |
-| `--sf-color-secondary-200` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-200), var(--sf-color-surface))` |
-| `--sf-color-secondary-300` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-300), var(--sf-color-surface))` |
-| `--sf-color-secondary-400` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-400), var(--sf-color-surface))` |
-| `--sf-color-secondary-50` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-50), var(--sf-color-surface))` |
+| `--sf-color-secondary-100` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)` |
+| `--sf-color-secondary-200` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)` |
+| `--sf-color-secondary-300` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)` |
+| `--sf-color-secondary-400` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)` |
+| `--sf-color-secondary-50` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)` |
 | `--sf-color-secondary-500` | PUBLIC | consumption | Core | `var(--sf-color-secondary)` |
-| `--sf-color-secondary-600` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-600), var(--sf-color-text))` |
-| `--sf-color-secondary-700` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-700), var(--sf-color-text))` |
-| `--sf-color-secondary-800` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-800), var(--sf-color-text))` |
-| `--sf-color-secondary-900` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-900), var(--sf-color-text))` |
-| `--sf-color-secondary-950` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-950), var(--sf-color-text))` |
+| `--sf-color-secondary-600` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)` |
+| `--sf-color-secondary-700` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)` |
+| `--sf-color-secondary-800` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)` |
+| `--sf-color-secondary-900` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)` |
+| `--sf-color-secondary-950` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)` |
 | `--sf-color-secondary-a10` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-secondary) l c h / 0.10)` |
 | `--sf-color-secondary-a30` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-secondary) l c h / 0.30)` |
 | `--sf-color-secondary-a5` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-secondary) l c h / 0.05)` |
@@ -403,17 +395,17 @@ declared value (a value that references `var(--sf-…)` is a derived output):
 | `--sf-color-tertiary` | PUBLIC | consumption | Core | `light-dark(var(--sf-color-tertiary-source-light), var(--sf-color-tertiary-source-dark, oklch(from var(--sf-color-tertiary-source-light) clamp(0.65, calc(0.95 - l * 0.5), 0.88) calc(c * 0.9) h)))` |
 | `--sf-color-tertiary--active` | PUBLIC | consumption | Core | `var(--sf-color-tertiary-xdark)` |
 | `--sf-color-tertiary--hover` | PUBLIC | consumption | Core | `var(--sf-color-tertiary-darker)` |
-| `--sf-color-tertiary-100` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-100), var(--sf-color-surface))` |
-| `--sf-color-tertiary-200` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-200), var(--sf-color-surface))` |
-| `--sf-color-tertiary-300` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-300), var(--sf-color-surface))` |
-| `--sf-color-tertiary-400` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-400), var(--sf-color-surface))` |
-| `--sf-color-tertiary-50` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-50), var(--sf-color-surface))` |
+| `--sf-color-tertiary-100` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)` |
+| `--sf-color-tertiary-200` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)` |
+| `--sf-color-tertiary-300` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)` |
+| `--sf-color-tertiary-400` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)` |
+| `--sf-color-tertiary-50` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)` |
 | `--sf-color-tertiary-500` | PUBLIC | consumption | Core | `var(--sf-color-tertiary)` |
-| `--sf-color-tertiary-600` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-600), var(--sf-color-text))` |
-| `--sf-color-tertiary-700` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-700), var(--sf-color-text))` |
-| `--sf-color-tertiary-800` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-800), var(--sf-color-text))` |
-| `--sf-color-tertiary-900` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-900), var(--sf-color-text))` |
-| `--sf-color-tertiary-950` | PUBLIC | consumption | Core | `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-950), var(--sf-color-text))` |
+| `--sf-color-tertiary-600` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)` |
+| `--sf-color-tertiary-700` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)` |
+| `--sf-color-tertiary-800` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)` |
+| `--sf-color-tertiary-900` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)` |
+| `--sf-color-tertiary-950` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)` |
 | `--sf-color-tertiary-a10` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-tertiary) l c h / 0.10)` |
 | `--sf-color-tertiary-a30` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-tertiary) l c h / 0.30)` |
 | `--sf-color-tertiary-a5` | PUBLIC | consumption | Core | `oklch(from var(--sf-color-tertiary) l c h / 0.05)` |
@@ -633,16 +625,8 @@ declared value (a value that references `var(--sf-…)` is a derived output):
 | `--sf-opacity-muted` | PUBLIC | knob | Core | `0.5` |
 | `--sf-optical-sizing` | PUBLIC-ADVANCED | knob | Core | `auto` |
 | `--sf-overlap-pull` | PUBLIC | consumption | Macros | `var(--sf-space-xl)` |
-| `--sf-palette-mix-100` | PUBLIC-ADVANCED | knob | Core | `8%` |
-| `--sf-palette-mix-200` | PUBLIC-ADVANCED | knob | Core | `20%` |
-| `--sf-palette-mix-300` | PUBLIC-ADVANCED | knob | Core | `40%` |
-| `--sf-palette-mix-400` | PUBLIC-ADVANCED | knob | Core | `65%` |
-| `--sf-palette-mix-50` | PUBLIC-ADVANCED | knob | Core | `4%` |
-| `--sf-palette-mix-600` | PUBLIC-ADVANCED | knob | Core | `82%` |
-| `--sf-palette-mix-700` | PUBLIC-ADVANCED | knob | Core | `62%` |
-| `--sf-palette-mix-800` | PUBLIC-ADVANCED | knob | Core | `38%` |
-| `--sf-palette-mix-900` | PUBLIC-ADVANCED | knob | Core | `18%` |
-| `--sf-palette-mix-950` | PUBLIC-ADVANCED | knob | Core | `8%` |
+| `--sf-palette-shade-l` | PUBLIC-ADVANCED | knob | Core | `0.1` |
+| `--sf-palette-tint-l` | PUBLIC-ADVANCED | knob | Core | `0.97` |
 | `--sf-print-base-size` | PUBLIC-ADVANCED | knob | Core | `11pt` |
 | `--sf-print-page-margin` | PUBLIC-ADVANCED | knob | Core | `2cm` |
 | `--sf-print-page-size` | PUBLIC-ADVANCED | knob | Core | `a4` |
diff --git a/docs/tokens.md b/docs/tokens.md
index 938d4f73..4662992c 100644
--- a/docs/tokens.md
+++ b/docs/tokens.md
@@ -3,7 +3,7 @@
 > **Generated** from source by `scripts/gen-token-reference.js` —
 > run `npm run docs:tokens` to refresh. Do not edit by hand.
 
-**754 tokens.** Every `--sf-*` custom property and its default value, grouped by source file.
+**746 tokens.** Every `--sf-*` custom property and its default value, grouped by source file.
 If a token is defined in multiple files, it is listed once per section — so this
 count can be higher than `docs/registry.json` (which deduplicates by name). See
 [architecture.md](architecture.md) for the PUBLIC / PUBLIC-ADVANCED / INTERNAL
@@ -13,7 +13,7 @@ rebrand workflow.
 
 ## Core tokens (`core/tokens.css`)
 
-623 tokens.
+615 tokens.
 
 | Token | Default |
 |---|---|
@@ -59,17 +59,17 @@ rebrand workflow.
 | `--sf-color-action` | `light-dark(var(--sf-color-action-source-light), var(--sf-color-action-source-dark, oklch(from var(--sf-color-action-source-light) clamp(0.65, calc(0.95 - l * 0.5), 0.88) calc(c * 0.9) h)))` |
 | `--sf-color-action--active` | `var(--sf-color-action-xdark)` |
 | `--sf-color-action--hover` | `var(--sf-color-action-darker)` |
-| `--sf-color-action-100` | `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-100), var(--sf-color-surface))` |
-| `--sf-color-action-200` | `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-200), var(--sf-color-surface))` |
-| `--sf-color-action-300` | `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-300), var(--sf-color-surface))` |
-| `--sf-color-action-400` | `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-400), var(--sf-color-surface))` |
-| `--sf-color-action-50` | `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-50), var(--sf-color-surface))` |
+| `--sf-color-action-100` | `oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)` |
+| `--sf-color-action-200` | `oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)` |
+| `--sf-color-action-300` | `oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)` |
+| `--sf-color-action-400` | `oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)` |
+| `--sf-color-action-50` | `oklch(from var(--sf-color-action) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)` |
 | `--sf-color-action-500` | `var(--sf-color-action)` |
-| `--sf-color-action-600` | `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-600), var(--sf-color-text))` |
-| `--sf-color-action-700` | `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-700), var(--sf-color-text))` |
-| `--sf-color-action-800` | `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-800), var(--sf-color-text))` |
-| `--sf-color-action-900` | `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-900), var(--sf-color-text))` |
-| `--sf-color-action-950` | `color-mix(in oklab, var(--sf-color-action) var(--sf-palette-mix-950), var(--sf-color-text))` |
+| `--sf-color-action-600` | `oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)` |
+| `--sf-color-action-700` | `oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)` |
+| `--sf-color-action-800` | `oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)` |
+| `--sf-color-action-900` | `oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)` |
+| `--sf-color-action-950` | `oklch(from var(--sf-color-action) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)` |
 | `--sf-color-action-a10` | `oklch(from var(--sf-color-action) l c h / 0.10)` |
 | `--sf-color-action-a30` | `oklch(from var(--sf-color-action) l c h / 0.30)` |
 | `--sf-color-action-a5` | `oklch(from var(--sf-color-action) l c h / 0.05)` |
@@ -130,7 +130,7 @@ rebrand workflow.
 | `--sf-color-danger-source-dark` | `oklch(0.71 0.198 12) *(registered)*` |
 | `--sf-color-danger-source-light` | `oklch(0.48 0.22 12)` |
 | `--sf-color-danger-strong` | `light-dark( oklch(from var(--sf-color-danger-source-light) calc(l - 0.1) c h), oklch(from var(--sf-color-danger) clamp(0.70, calc(l + 0.15), 1) c h) )` |
-| `--sf-color-danger-subtle` | `oklch(from var(--sf-color-danger) l c h / 0.1)` |
+| `--sf-color-danger-subtle` | `oklch(from var(--sf-color-danger) l c h / 0.12)` |
 | `--sf-color-danger-tint` | `oklch(from var(--sf-color-danger) l c h / 0.05)` |
 | `--sf-color-dim` | `oklch(0 0 0 / 0.5)` |
 | `--sf-color-heading` | `light-dark( oklch(from var(--sf-color-neutral-source-light) clamp(0.05, calc(l - 0.4 - var(--sf-contrast-bias)), 0.35) c h), oklch(from var(--sf-color-neutral) clamp(0.70, calc(l + 0.25 + var(--sf-contrast-bias)), 1) c h) )` |
@@ -139,7 +139,7 @@ rebrand workflow.
 | `--sf-color-info-source-dark` | `oklch(0.71 0.162 235) *(registered)*` |
 | `--sf-color-info-source-light` | `oklch(0.48 0.18 235)` |
 | `--sf-color-info-strong` | `light-dark( oklch(from var(--sf-color-info-source-light) calc(l - 0.1) c h), oklch(from var(--sf-color-info) clamp(0.70, calc(l + 0.15), 1) c h) )` |
-| `--sf-color-info-subtle` | `oklch(from var(--sf-color-info) l c h / 0.1)` |
+| `--sf-color-info-subtle` | `oklch(from var(--sf-color-info) l c h / 0.12)` |
 | `--sf-color-info-tint` | `oklch(from var(--sf-color-info) l c h / 0.05)` |
 | `--sf-color-inset` | `oklch(from var(--sf-color-base) calc(l - 0.02) c h)` |
 | `--sf-color-inverse` | `oklch(from var(--sf-color-base) calc(1 - l) c h)` |
@@ -154,17 +154,17 @@ rebrand workflow.
 | `--sf-color-neutral` | `light-dark(var(--sf-color-neutral-source-light), var(--sf-color-neutral-source-dark, oklch(from var(--sf-color-neutral-source-light) clamp(0.65, calc(0.95 - l * 0.5), 0.88) calc(c * 0.9) h)))` |
 | `--sf-color-neutral--active` | `var(--sf-color-neutral-xdark)` |
 | `--sf-color-neutral--hover` | `var(--sf-color-neutral-darker)` |
-| `--sf-color-neutral-100` | `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-100), var(--sf-color-surface))` |
-| `--sf-color-neutral-200` | `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-200), var(--sf-color-surface))` |
-| `--sf-color-neutral-300` | `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-300), var(--sf-color-surface))` |
-| `--sf-color-neutral-400` | `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-400), var(--sf-color-surface))` |
-| `--sf-color-neutral-50` | `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-50), var(--sf-color-surface))` |
+| `--sf-color-neutral-100` | `oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)` |
+| `--sf-color-neutral-200` | `oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)` |
+| `--sf-color-neutral-300` | `oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)` |
+| `--sf-color-neutral-400` | `oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)` |
+| `--sf-color-neutral-50` | `oklch(from var(--sf-color-neutral) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)` |
 | `--sf-color-neutral-500` | `var(--sf-color-neutral)` |
-| `--sf-color-neutral-600` | `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-600), var(--sf-color-text))` |
-| `--sf-color-neutral-700` | `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-700), var(--sf-color-text))` |
-| `--sf-color-neutral-800` | `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-800), var(--sf-color-text))` |
-| `--sf-color-neutral-900` | `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-900), var(--sf-color-text))` |
-| `--sf-color-neutral-950` | `color-mix(in oklab, var(--sf-color-neutral) var(--sf-palette-mix-950), var(--sf-color-text))` |
+| `--sf-color-neutral-600` | `oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)` |
+| `--sf-color-neutral-700` | `oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)` |
+| `--sf-color-neutral-800` | `oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)` |
+| `--sf-color-neutral-900` | `oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)` |
+| `--sf-color-neutral-950` | `oklch(from var(--sf-color-neutral) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)` |
 | `--sf-color-neutral-a10` | `oklch(from var(--sf-color-neutral) l c h / 0.10)` |
 | `--sf-color-neutral-a30` | `oklch(from var(--sf-color-neutral) l c h / 0.30)` |
 | `--sf-color-neutral-a5` | `oklch(from var(--sf-color-neutral) l c h / 0.05)` |
@@ -185,17 +185,17 @@ rebrand workflow.
 | `--sf-color-primary` | `light-dark(var(--sf-color-primary-source-light), var(--sf-color-primary-source-dark, oklch(from var(--sf-color-primary-source-light) clamp(0.65, calc(0.95 - l * 0.5), 0.88) calc(c * 0.9) h)))` |
 | `--sf-color-primary--active` | `var(--sf-color-primary-xdark)` |
 | `--sf-color-primary--hover` | `var(--sf-color-primary-darker)` |
-| `--sf-color-primary-100` | `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-100), var(--sf-color-surface))` |
-| `--sf-color-primary-200` | `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-200), var(--sf-color-surface))` |
-| `--sf-color-primary-300` | `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-300), var(--sf-color-surface))` |
-| `--sf-color-primary-400` | `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-400), var(--sf-color-surface))` |
-| `--sf-color-primary-50` | `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-50), var(--sf-color-surface))` |
+| `--sf-color-primary-100` | `oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)` |
+| `--sf-color-primary-200` | `oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)` |
+| `--sf-color-primary-300` | `oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)` |
+| `--sf-color-primary-400` | `oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)` |
+| `--sf-color-primary-50` | `oklch(from var(--sf-color-primary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)` |
 | `--sf-color-primary-500` | `var(--sf-color-primary)` |
-| `--sf-color-primary-600` | `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-600), var(--sf-color-text))` |
-| `--sf-color-primary-700` | `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-700), var(--sf-color-text))` |
-| `--sf-color-primary-800` | `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-800), var(--sf-color-text))` |
-| `--sf-color-primary-900` | `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-900), var(--sf-color-text))` |
-| `--sf-color-primary-950` | `color-mix(in oklab, var(--sf-color-primary) var(--sf-palette-mix-950), var(--sf-color-text))` |
+| `--sf-color-primary-600` | `oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)` |
+| `--sf-color-primary-700` | `oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)` |
+| `--sf-color-primary-800` | `oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)` |
+| `--sf-color-primary-900` | `oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)` |
+| `--sf-color-primary-950` | `oklch(from var(--sf-color-primary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)` |
 | `--sf-color-primary-a10` | `oklch(from var(--sf-color-primary) l c h / 0.10)` |
 | `--sf-color-primary-a30` | `oklch(from var(--sf-color-primary) l c h / 0.30)` |
 | `--sf-color-primary-a5` | `oklch(from var(--sf-color-primary) l c h / 0.05)` |
@@ -217,17 +217,17 @@ rebrand workflow.
 | `--sf-color-secondary` | `light-dark(var(--sf-color-secondary-source-light), var(--sf-color-secondary-source-dark, oklch(from var(--sf-color-secondary-source-light) clamp(0.65, calc(0.95 - l * 0.5), 0.88) calc(c * 0.9) h)))` |
 | `--sf-color-secondary--active` | `var(--sf-color-secondary-xdark)` |
 | `--sf-color-secondary--hover` | `var(--sf-color-secondary-darker)` |
-| `--sf-color-secondary-100` | `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-100), var(--sf-color-surface))` |
-| `--sf-color-secondary-200` | `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-200), var(--sf-color-surface))` |
-| `--sf-color-secondary-300` | `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-300), var(--sf-color-surface))` |
-| `--sf-color-secondary-400` | `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-400), var(--sf-color-surface))` |
-| `--sf-color-secondary-50` | `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-50), var(--sf-color-surface))` |
+| `--sf-color-secondary-100` | `oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)` |
+| `--sf-color-secondary-200` | `oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)` |
+| `--sf-color-secondary-300` | `oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)` |
+| `--sf-color-secondary-400` | `oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)` |
+| `--sf-color-secondary-50` | `oklch(from var(--sf-color-secondary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)` |
 | `--sf-color-secondary-500` | `var(--sf-color-secondary)` |
-| `--sf-color-secondary-600` | `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-600), var(--sf-color-text))` |
-| `--sf-color-secondary-700` | `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-700), var(--sf-color-text))` |
-| `--sf-color-secondary-800` | `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-800), var(--sf-color-text))` |
-| `--sf-color-secondary-900` | `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-900), var(--sf-color-text))` |
-| `--sf-color-secondary-950` | `color-mix(in oklab, var(--sf-color-secondary) var(--sf-palette-mix-950), var(--sf-color-text))` |
+| `--sf-color-secondary-600` | `oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)` |
+| `--sf-color-secondary-700` | `oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)` |
+| `--sf-color-secondary-800` | `oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)` |
+| `--sf-color-secondary-900` | `oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)` |
+| `--sf-color-secondary-950` | `oklch(from var(--sf-color-secondary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)` |
 | `--sf-color-secondary-a10` | `oklch(from var(--sf-color-secondary) l c h / 0.10)` |
 | `--sf-color-secondary-a30` | `oklch(from var(--sf-color-secondary) l c h / 0.30)` |
 | `--sf-color-secondary-a5` | `oklch(from var(--sf-color-secondary) l c h / 0.05)` |
@@ -259,17 +259,17 @@ rebrand workflow.
 | `--sf-color-tertiary` | `light-dark(var(--sf-color-tertiary-source-light), var(--sf-color-tertiary-source-dark, oklch(from var(--sf-color-tertiary-source-light) clamp(0.65, calc(0.95 - l * 0.5), 0.88) calc(c * 0.9) h)))` |
 | `--sf-color-tertiary--active` | `var(--sf-color-tertiary-xdark)` |
 | `--sf-color-tertiary--hover` | `var(--sf-color-tertiary-darker)` |
-| `--sf-color-tertiary-100` | `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-100), var(--sf-color-surface))` |
-| `--sf-color-tertiary-200` | `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-200), var(--sf-color-surface))` |
-| `--sf-color-tertiary-300` | `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-300), var(--sf-color-surface))` |
-| `--sf-color-tertiary-400` | `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-400), var(--sf-color-surface))` |
-| `--sf-color-tertiary-50` | `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-50), var(--sf-color-surface))` |
+| `--sf-color-tertiary-100` | `oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.88)) calc(c * 0.3) h)` |
+| `--sf-color-tertiary-200` | `oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.72)) calc(c * 0.5) h)` |
+| `--sf-color-tertiary-300` | `oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.52)) calc(c * 0.72) h)` |
+| `--sf-color-tertiary-400` | `oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.3)) calc(c * 0.88) h)` |
+| `--sf-color-tertiary-50` | `oklch(from var(--sf-color-tertiary) max(l, calc(l + (var(--sf-palette-tint-l) - l) * 0.95)) calc(c * 0.2) h)` |
 | `--sf-color-tertiary-500` | `var(--sf-color-tertiary)` |
-| `--sf-color-tertiary-600` | `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-600), var(--sf-color-text))` |
-| `--sf-color-tertiary-700` | `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-700), var(--sf-color-text))` |
-| `--sf-color-tertiary-800` | `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-800), var(--sf-color-text))` |
-| `--sf-color-tertiary-900` | `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-900), var(--sf-color-text))` |
-| `--sf-color-tertiary-950` | `color-mix(in oklab, var(--sf-color-tertiary) var(--sf-palette-mix-950), var(--sf-color-text))` |
+| `--sf-color-tertiary-600` | `oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.16)) calc(c * 0.96) h)` |
+| `--sf-color-tertiary-700` | `oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.36)) calc(c * 0.88) h)` |
+| `--sf-color-tertiary-800` | `oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.58)) calc(c * 0.72) h)` |
+| `--sf-color-tertiary-900` | `oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.78)) calc(c * 0.52) h)` |
+| `--sf-color-tertiary-950` | `oklch(from var(--sf-color-tertiary) min(l, calc(l + (var(--sf-palette-shade-l) - l) * 0.9)) calc(c * 0.38) h)` |
 | `--sf-color-tertiary-a10` | `oklch(from var(--sf-color-tertiary) l c h / 0.10)` |
 | `--sf-color-tertiary-a30` | `oklch(from var(--sf-color-tertiary) l c h / 0.30)` |
 | `--sf-color-tertiary-a5` | `oklch(from var(--sf-color-tertiary) l c h / 0.05)` |
@@ -460,16 +460,8 @@ rebrand workflow.
 | `--sf-opacity-disabled` | `0.45` |
 | `--sf-opacity-muted` | `0.5` |
 | `--sf-optical-sizing` | `auto` |
-| `--sf-palette-mix-100` | `8%` |
-| `--sf-palette-mix-200` | `20%` |
-| `--sf-palette-mix-300` | `40%` |
-| `--sf-palette-mix-400` | `65%` |
-| `--sf-palette-mix-50` | `4%` |
-| `--sf-palette-mix-600` | `82%` |
-| `--sf-palette-mix-700` | `62%` |
-| `--sf-palette-mix-800` | `38%` |
-| `--sf-palette-mix-900` | `18%` |
-| `--sf-palette-mix-950` | `8%` |
+| `--sf-palette-shade-l` | `0.1` |
+| `--sf-palette-tint-l` | `0.97` |
 | `--sf-print-base-size` | `11pt` |
 | `--sf-print-page-margin` | `2cm` |
 | `--sf-print-page-size` | `a4` |
diff --git a/scripts/token-tiers.js b/scripts/token-tiers.js
index 954e4215..06f9265a 100644
--- a/scripts/token-tiers.js
+++ b/scripts/token-tiers.js
@@ -77,11 +77,12 @@ const ADVANCED = new Set([
 const STEP = '(?:2xs|xs|s|m|l|xl|2xl|3xl|4xl)';
 const ADVANCED_PATTERNS = [
   new RegExp(`^--sf-(?:space|text)-${STEP}-to-${STEP}$`),
-  //   · Palette ramp-shape knobs (core/tokens.css):
-  //     `--sf-palette-mix-{step}` — color-mix() percentages reshaping the
-  //     entire numeric palette ladder at once. Niche/powerful, documented
+  //   · Palette ramp lightness anchors (core/tokens.css):
+  //     `--sf-palette-tint-l` / `--sf-palette-shade-l` — absolute OKLCH
+  //     lightness targets the tint/shade steps pull toward, reshaping the
+  //     whole numeric palette ladder at once. Niche/powerful, documented
   //     as PUBLIC-ADVANCED in the core palette section.
-  /^--sf-palette-mix-\d+$/,
+  /^--sf-palette-(?:tint|shade)-l$/,
 ];
 
 /**
diff --git a/tests/ramp-monotonic.spec.js b/tests/ramp-monotonic.spec.js
new file mode 100644
index 00000000..46c1ffe7
--- /dev/null
+++ b/tests/ramp-monotonic.spec.js
@@ -0,0 +1,117 @@
+// @ts-check
+// Proves the numeric brand ramp (--sf-color-{family}-50…950) never FOLDS —
+// its luminance is monotonically non-increasing from step 50 to 950 for ANY
+// source colour the user picks, at any lightness of that colour.
+//
+// This is the guarantee the absolute-anchor ramp model buys us: each step
+// pulls the family colour's own OKLCH lightness a fixed fraction toward an
+// ABSOLUTE target (--sf-palette-tint-l / --sf-palette-shade-l), clamped so a
+// tint can never end darker than the base nor a shade lighter. The ladder
+// therefore stays light→dark regardless of where the source sits relative to
+// the theme's text/surface tokens. The previous color-mix()-toward-text/surface
+// model folded into a "U" when the source fell outside the anchor band.
+//
+// fixture.html loads the full bundle (palette tokens are core, gated behind the
+// relative-colour @supports block Chromium/Firefox/WebKit satisfy).
+import { test, expect } from '@playwright/test';
+import path from 'node:path';
+import { pathToFileURL } from 'node:url';
+
+const FIXTURE = pathToFileURL(path.join(import.meta.dirname, 'fixture.html')).href;
+
+// Distinct hue + chroma per family so the sweep exercises genuinely different
+// source colours (not the same ramp maths five times). Monotonicity is a
+// function of lightness, but varying hue/chroma guards against any hue-specific
+// gamut-mapping surprise.
+const FAMILIES = [
+  { name: 'primary',   hue: 264, chroma: 0.16 },
+  { name: 'secondary', hue: 200, chroma: 0.09 },
+  { name: 'tertiary',  hue: 320, chroma: 0.18 },
+  { name: 'action',    hue: 150, chroma: 0.14 },
+  { name: 'neutral',   hue: 30,  chroma: 0.03 },
+];
+const STEPS = [50, 100, 200, 300, 400, 500, 600, 700, 800, 900, 950];
+
+// Source lightnesses spanning the whole axis, including values OUTSIDE the
+// default anchor band (0.06 is darker than the text anchor; 0.98 is lighter
+// than the surface anchor) — exactly where the old model folded.
+const SOURCE_LS = [0.06, 0.22, 0.5, 0.78, 0.98];
+
+// Self-contained for page.evaluate: for one family, sweep several source
+// lightnesses and return, per sweep, the {step, lum, alpha} of every step.
+function sweepFamily([family, steps, sourceLs, theme, chroma, hue]) {
+  const root = document.documentElement;
+  root.setAttribute('data-theme', theme);
+  // Sweep the theme's own source token: source-light under light, source-dark
+  // under dark — dark exercises the same clamp path with different source
+  // colours, so the guarantee is symmetric across both modes.
+  const prop = `--sf-color-${family}-source-${theme}`;
+  const cv = document.createElement('canvas'); cv.width = cv.height = 1;
+  const ctx = cv.getContext('2d', { willReadFrequently: true });
+  const lin = v => { v /= 255; return v <= 0.03928 ? v / 12.92 : ((v + 0.055) / 1.055) ** 2.4; };
+  const el = document.createElement('div'); document.body.appendChild(el);
+
+  const sweeps = sourceLs.map(L => {
+    root.style.setProperty(prop, `oklch(${L} ${chroma} ${hue})`);
+    const rows = steps.map(step => {
+      el.style.backgroundColor = `var(--sf-color-${family}-${step})`;
+      const c = getComputedStyle(el).backgroundColor;
+      ctx.clearRect(0, 0, 1, 1); ctx.fillStyle = c; ctx.fillRect(0, 0, 1, 1);
+      const [r, g, b, a] = ctx.getImageData(0, 0, 1, 1).data;
+      return { step, lum: 0.2126 * lin(r) + 0.7152 * lin(g) + 0.0722 * lin(b), alpha: a };
+    });
+    return { L, rows };
+  });
+
+  el.remove();
+  root.style.removeProperty(prop);
+  return sweeps;
+}
+
+test.describe('Brand ramp is monotonic for any source colour', () => {
+  for (const { name: family, hue, chroma } of FAMILIES) {
+    for (const theme of ['light', 'dark']) {
+      test(`${family} ramp never folds across the lightness axis (${theme})`, async ({ page }) => {
+        await page.goto(FIXTURE);
+        const sweeps = await page.evaluate(sweepFamily, [family, STEPS, SOURCE_LS, theme, chroma, hue]);
+
+        const EPS = 0.006; // absorbs 8-bit rounding; clamped extremes go flat (equal), a fold increases
+        for (const { L, rows } of sweeps) {
+          for (const { step, alpha } of rows) {
+            expect(alpha, `${family}-${step} (${theme}, source L=${L}) should be opaque`).toBe(255);
+          }
+          for (let i = 0; i < rows.length - 1; i++) {
+            expect(
+              rows[i + 1].lum,
+              `${family} (${theme}, source L=${L}): step ${rows[i + 1].step} must not be lighter than ${rows[i].step}`
+            ).toBeLessThanOrEqual(rows[i].lum + EPS);
+          }
+        }
+      });
+    }
+  }
+
+  test('default palette keeps light-to-dark endpoints (50 light, 950 dark)', async ({ page }) => {
+    await page.goto(FIXTURE);
+    for (const { name: family } of FAMILIES) {
+      const ends = await page.evaluate(([fam, steps]) => {
+        document.documentElement.setAttribute('data-theme', 'light');
+        const cv = document.createElement('canvas'); cv.width = cv.height = 1;
+        const ctx = cv.getContext('2d', { willReadFrequently: true });
+        const lin = v => { v /= 255; return v <= 0.03928 ? v / 12.92 : ((v + 0.055) / 1.055) ** 2.4; };
+        const el = document.createElement('div'); document.body.appendChild(el);
+        const read = step => {
+          el.style.backgroundColor = `var(--sf-color-${fam}-${step})`;
+          ctx.clearRect(0, 0, 1, 1); ctx.fillStyle = getComputedStyle(el).backgroundColor; ctx.fillRect(0, 0, 1, 1);
+          const [r, g, b] = ctx.getImageData(0, 0, 1, 1).data;
+          return 0.2126 * lin(r) + 0.7152 * lin(g) + 0.0722 * lin(b);
+        };
+        const res = { light: read(steps[0]), dark: read(steps[steps.length - 1]) };
+        el.remove();
+        return res;
+      }, [family, STEPS]);
+      expect(ends.light, `${family}-50 should be light`).toBeGreaterThan(0.6);
+      expect(ends.dark, `${family}-950 should be dark`).toBeLessThan(0.15);
+    }
+  });
+});
diff --git a/tests/token-api.snapshot.json b/tests/token-api.snapshot.json
index 64fd35fd..5c3f49a0 100644
--- a/tests/token-api.snapshot.json
+++ b/tests/token-api.snapshot.json
@@ -536,16 +536,8 @@
   "--sf-opacity-muted",
   "--sf-optical-sizing",
   "--sf-overlap-pull",
-  "--sf-palette-mix-100",
-  "--sf-palette-mix-200",
-  "--sf-palette-mix-300",
-  "--sf-palette-mix-400",
-  "--sf-palette-mix-50",
-  "--sf-palette-mix-600",
-  "--sf-palette-mix-700",
-  "--sf-palette-mix-800",
-  "--sf-palette-mix-900",
-  "--sf-palette-mix-950",
+  "--sf-palette-shade-l",
+  "--sf-palette-tint-l",
   "--sf-print-base-size",
   "--sf-print-page-margin",
   "--sf-print-page-size",
diff --git a/token-registry.json b/token-registry.json
index 2899b694..5e23826f 100644
--- a/token-registry.json
+++ b/token-registry.json
@@ -1,7 +1,7 @@
 {
   "_meta": {
     "generatedBy": "scripts/gen-token-registry.js",
-    "nextId": 798
+    "nextId": 800
   },
   "tokens": [
     {
@@ -1993,43 +1993,53 @@
     },
     {
       "id": 489,
-      "name": "--sf-palette-mix-100"
+      "name": "--sf-palette-mix-100",
+      "removed": true
     },
     {
       "id": 490,
-      "name": "--sf-palette-mix-200"
+      "name": "--sf-palette-mix-200",
+      "removed": true
     },
     {
       "id": 491,
-      "name": "--sf-palette-mix-300"
+      "name": "--sf-palette-mix-300",
+      "removed": true
     },
     {
       "id": 492,
-      "name": "--sf-palette-mix-400"
+      "name": "--sf-palette-mix-400",
+      "removed": true
     },
     {
       "id": 493,
-      "name": "--sf-palette-mix-50"
+      "name": "--sf-palette-mix-50",
+      "removed": true
     },
     {
       "id": 494,
-      "name": "--sf-palette-mix-600"
+      "name": "--sf-palette-mix-600",
+      "removed": true
     },
     {
       "id": 495,
-      "name": "--sf-palette-mix-700"
+      "name": "--sf-palette-mix-700",
+      "removed": true
     },
     {
       "id": 496,
-      "name": "--sf-palette-mix-800"
+      "name": "--sf-palette-mix-800",
+      "removed": true
     },
     {
       "id": 497,
-      "name": "--sf-palette-mix-900"
+      "name": "--sf-palette-mix-900",
+      "removed": true
     },
     {
       "id": 498,
-      "name": "--sf-palette-mix-950"
+      "name": "--sf-palette-mix-950",
+      "removed": true
     },
     {
       "id": 499,
@@ -3239,6 +3249,14 @@
     {
       "id": 797,
       "name": "--sf-density"
+    },
+    {
+      "id": 798,
+      "name": "--sf-palette-shade-l"
+    },
+    {
+      "id": 799,
+      "name": "--sf-palette-tint-l"
     }
   ]
 }
diff --git a/user-manual/colors.md b/user-manual/colors.md
index e3461607..17f83820 100644
--- a/user-manual/colors.md
+++ b/user-manual/colors.md
@@ -150,9 +150,17 @@ background:
 
 Use these (not the numeric 50–950 ramp) when the element sits on top of a
 background you don't control — e.g. a colored badge that might appear on a
-light or dark card. The numeric ramp is baked against a specific surface/text
-color and will look wrong if the background changes underneath it; the alpha
-variants stay correct anywhere.
+light or dark card. The numeric ramp gives **solid** colors, so it can't blend
+into an unknown background; the alpha variants stay correct anywhere.
+
+> **How the numeric ramp is generated.** Each step pulls the family color's own
+> OKLCH lightness a fixed fraction toward an **absolute** target —
+> `--sf-palette-tint-l` (`0.97`) for tints 50–400, `--sf-palette-shade-l`
+> (`0.1`) for shades 600–950 — clamped so a tint is never darker than the base
+> and a shade never lighter. The ramp is therefore **monotonic light→dark for
+> any source color** you pick, and does not fold even if your brand color is
+> very dark/light or you move the neutral/base anchors. (`base` is a separate
+> absolute grey ladder; status colors have no numeric ramp.)
 
 ## Status colors
 
diff --git a/user-manual/system-kolorow.md b/user-manual/system-kolorow.md
new file mode 100644
index 00000000..40c7ee84
--- /dev/null
+++ b/user-manual/system-kolorow.md
@@ -0,0 +1,452 @@
+# System kolorów SLASHED — pełna instrukcja użytkownika
+
+Ten przewodnik tłumaczy **kiedy, na jakim elemencie i jakiego narzędzia użyć**,
+żeby pokolorować stronę na SLASHED — na konkretnym przykładzie landing page'a
+(typu „WordPress sites that load faster, convert better”). Jeśli gubisz się w
+tym, czym różni się `surface` od `color-on-*` od `data-theme` — to jest
+dokument dla Ciebie.
+
+> Źródło prawdy: `core/tokens.css` i `core/themes.css`. Jeśli cokolwiek tutaj
+> kłóci się z kodem — wygrywa kod. Krótszy słownik tokenów: [`colors.md`](colors.md).
+
+---
+
+## 1. Model mentalny — trzy warstwy
+
+Cały system to **trzy warstwy**. Zawsze pracujesz na najwyższej, do której się da
+zejść — im wyżej, tym mniej decyzji podejmujesz ręcznie.
+
+```
+WARSTWA 3  Powierzchnie          .sf-surface--primary, .sf-btn--action, .sf-card
+           (klasy)               → „pomaluj cały blok, tekst dobierz sam”
+                ▲
+WARSTWA 2  Tokeny semantyczne    --sf-color-text, --sf-color-bg, --sf-color-border,
+           (role)                --sf-color-link, --sf-color-heading
+                ▲                → „to jest tekst / tło / obramowanie” (nie kolor!)
+                ▲
+WARSTWA 1  Kolory źródłowe       --sf-color-primary, --sf-color-action, …
+           (marka)               → ustawiasz RAZ przy brandingu, potem nie ruszasz
+```
+
+Reguła nadrzędna: **im wyżej, tym lepiej.**
+
+1. Da się użyć gotowej **powierzchni/komponentu**? Użyj (`.sf-surface--*`, `.sf-btn`, `.sf-card`).
+2. Nie da się? Sięgnij po **token semantyczny** (`--sf-color-text`, `--sf-color-bg`…).
+3. Prawie nigdy nie odwołuj się bezpośrednio do **koloru źródłowego** (`--sf-color-primary`)
+   w treści strony — to knob do brandingu, nie do malowania akapitów.
+
+Dlaczego to działa: warstwa 2 i 3 **same przełączają się** w tryb ciemny, na hover,
+pod `prefers-contrast` itd. Jeśli wpiszesz gdzieś `color: #1a1a1a`, tracisz to
+wszystko i musisz pisać własne reguły `[data-theme="dark"]`. Nie rób tego.
+
+---
+
+## 2. Trzy sposoby nakładania koloru — drzewko decyzyjne
+
+To najważniejsza tabela w całym dokumencie. Zanim pomalujesz cokolwiek, zadaj
+sobie pytanie: **czym jest ten element?**
+
+| Chcę… | Użyj | Dlaczego |
+|---|---|---|
+| pojedynczy **kolorowy kafelek/płytę** (jeden brandowy blok, karta CTA), a tekst w środku ma sam się skontrastować | klasa powierzchni `.sf-surface--primary` (`--action`, `--inverse`, `--success`…) | ustawia tło + auto-dobiera kolor tekstu, linków, obramowań, focus-ringu |
+| **całą sekcję w innym trybie** (jasna strona, ale ciemny pas z kartami, formularzem, przyciskami) | atrybut `data-theme="dark"` na `<section>` | przełącza *cały* zestaw tokenów trybu — tła, tekst, karty, inputy w środku adaptują się jak w prawdziwym dark mode |
+| **treść na neutralnym tle strony** (akapit, nagłówek, obramowanie, link) | token semantyczny `--sf-color-text`, `--sf-color-heading`, `--sf-color-border`, `--sf-color-link` | to są *role*, nie kolory — same śledzą motyw |
+| **przycisk / link / akcent interaktywny** | `.sf-btn` (+ wariant) albo `--sf-color-action` | interaktywność ma swój osobny kolor (patrz §3) |
+| **tekst leżący wprost na jednolitym kolorze marki** (napis na pomarańczowym) | `--sf-color-text--on-primary` (`--on-action`, `--on-danger`…) | auto-dobiera czerń albo biel pod ten konkretny kolor |
+| **delikatny barwny wash** (tło alertu, podświetlony wiersz) | wariant `-subtle` / `-tint` albo rampa numeryczna (`-100`, `-200`) | patrz §6 |
+
+### Kluczowa różnica: `.sf-surface--*` vs `data-theme` vs `--sf-color-*-on`
+
+To jest dokładnie to, co Cię myli — rozbijmy na czynniki pierwsze:
+
+- **`.sf-surface--primary`** = *„weź kolor marki i zrób z niego jednolitą płytę”.*
+  Tło = `--sf-color-primary`, a framework policzy, czy tekst ma być czarny czy
+  biały (`--sf-color-text--on-primary`) i przepisze to na WSZYSTKIE tokeny
+  potomków (`--sf-color-text`, `--sf-color-heading`, `--sf-color-link`,
+  `--sf-color-border`, focus-ring, karetka). Efekt: cokolwiek włożysz do środka,
+  będzie czytelne. Używasz do **jednej kolorowej rzeczy**: baner CTA, wyróżniona
+  karta cennika, badge.
+
+- **`data-theme="dark"`** (lub `="light"`) = *„ta sekcja żyje w innym trybie”.*
+  Nie maluje jednym kolorem marki — przełącza cały motyw: `--sf-color-bg` robi się
+  ciemne, `--sf-color-text` jasne, a karty (`.sf-card`), inputy i przyciski w
+  środku **adaptują się same**, tak jak zrobiłyby to w dark mode całej strony.
+  Używasz do **całego pasa/sekcji** z wieloma elementami (ciemna sekcja z trzema
+  kartami cennika i przyciskami).
+
+- **`--sf-color-text--on-*`** = *„sam kolor tekstu na znanym tle marki”.*
+  Nie tło, nie płyta — tylko wartość koloru. Sięgasz po nią, gdy malujesz coś
+  ręcznie (np. własny badge) i potrzebujesz czcionki, która skontrastuje się z
+  konkretnym `--sf-color-primary`.
+
+Zapamiętaj skrótowo:
+**jeden kolorowy klocek → `.sf-surface--*`;
+cały ciemny pas → `data-theme`;
+sam kolor napisu na kolorze → `--sf-color-text--on-*`.**
+
+---
+
+## 3. `primary` vs `action` — rozróżnienie, które psuje najwięcej stron
+
+Framework rozdziela **kolor marki** od **koloru interakcji** na dwa osobne knoby.
+Na naszym przykładzie oba są pomarańczowe — ale to nie znaczy, że to jedno i to samo.
+
+| Token | Rola | Na przykładowej stronie |
+|---|---|---|
+| `--sf-color-primary` | tożsamość marki | akcent w nagłówku hero („**actually** win business”), wyróżniona płyta, znaczniki dekoracyjne |
+| `--sf-color-action` | **domyślny kolor interaktywny** | każdy przycisk CTA, link, focus-ring, kontrolka formularza |
+
+**Najczęstszy błąd:** malowanie przycisków przez `--sf-color-primary`. Przyciski
+i linki domyślnie biorą `--sf-color-action`. Trzymaj je rozdzielnie — dzięki temu
+możesz zmienić kolor wszystkich CTA bez ruszania koloru logo i odwrotnie.
+
+Do stanów interakcji nie kombinuj z wartościami — są gotowe aliasy:
+
+```css
+--sf-color-action            /* stan spoczynkowy */
+--sf-color-action--hover     /* = -600, hover  */
+--sf-color-action--active    /* = -800, wciśnięcie */
+```
+
+(ten sam wzorzec dla `primary`, `secondary`, `tertiary`, `neutral`).
+
+---
+
+## 4. Sekcja po sekcji — jak zbudować przykładową stronę
+
+Landing z załącznika to naprzemienne pasy **jasny → ciemny → jasny → ciemny**,
+z jednym pomarańczowym akcentem. Poniżej każdy pas rozpisany na właściwe narzędzia.
+
+### 4.1. Hero (jasny pas) — „WordPress sites that load faster…”
+
+Tło strony jest domyślne (nie ustawiasz go — to `--sf-color-bg`). Malujesz tylko treść.
+
+```html
+<section class="sf-section">
+  <div class="sf-container sf-stack">
+    <h1>
+      WordPress sites that load faster, convert better, and
+      <span class="sf-text-gradient">actually</span> win business
+    </h1>
+    <p class="sf-text-l">Podtytuł idzie kolorem drugorzędnym.</p>
+    <a class="sf-btn sf-btn--action sf-btn--l" href="#kontakt">Book a call</a>
+  </div>
+</section>
+```
+
+Co się dzieje z kolorami:
+- Nagłówek `<h1>` **nie dostaje żadnej klasy koloru** — bierze `--sf-color-heading`
+  automatycznie z reguł bazowych. Nie pisz `color:` ręcznie.
+- Pomarańczowy akcent w nagłówku: `.sf-text-gradient` (gradient marki na tekście)
+  albo, jeśli chcesz płaski kolor, `<span style="color: var(--sf-color-primary)">`.
+- Podtytuł „ściszony”: klasa rozmiaru + token `--sf-color-text--secondary`
+  (np. własna klasa: `.lead { color: var(--sf-color-text--secondary); }`).
+- Przycisk CTA: `.sf-btn .sf-btn--action`. Tło, kolor napisu (`--on-action`),
+  hover i focus-ring — wszystko gotowe.
+- Pływająca karta/widget po prawej: `.sf-card` — dostaje `--sf-color-surface` jako
+  tło i `--sf-color-border` jako obramowanie, bez dotykania kolorów.
+
+### 4.2. Ciemny pas — „Three ways to work together” (trzy karty cennika)
+
+To jest **cała ciemna sekcja z wieloma elementami** → `data-theme="dark"`, nie
+`.sf-surface`.
+
+```html
+<section class="sf-section sf-full-bleed" data-theme="dark">
+  <div class="sf-container">
+    <h2>Three ways to work together</h2>
+    <div class="sf-grid sf-grid-cols-3">
+      <article class="sf-card">…</article>
+      <article class="sf-card">…</article>       <!-- wyróżniona: patrz niżej -->
+      <article class="sf-card">…</article>
+    </div>
+  </div>
+</section>
+```
+
+Dlaczego `data-theme="dark"`, a nie `.sf-surface--inverse`:
+- `data-theme="dark"` przełącza **cały motyw sekcji** — `--sf-color-bg` robi się
+  ciemne, a karty `.sf-card` w środku **same** biorą ciemne `--sf-color-surface`,
+  jasny tekst, właściwe obramowania. Dokładnie to widać na makiecie.
+- `.sf-surface--inverse` dałoby jedną jednolitą ciemną płytę, ale karty w środku
+  nie „wskoczyłyby” w tryb ciemny tak naturalnie — inverse jest do pojedynczego
+  klocka, nie do pasa z zagnieżdżonymi komponentami.
+- `.sf-full-bleed` rozciąga tło na całą szerokość ekranu, a `.sf-container`
+  trzyma treść w kolumnie.
+
+Wyróżniona (środkowa, pomarańczowa) karta — to **jeden kolorowy klocek**, więc tu
+już wchodzi powierzchnia:
+
+```html
+<article class="sf-card sf-surface--primary">…</article>
+```
+
+`.sf-surface--primary` na karcie = pomarańczowe tło + auto-kontrast napisów w środku.
+
+### 4.3. Jasny pas — tabela porównawcza „Agency results. Freelancer access.”
+
+Wracamy na neutralne tło. Wszystko na tokenach semantycznych:
+
+```css
+.compare              { border: var(--sf-border-width-1) solid var(--sf-color-border); }
+.compare thead        { background: var(--sf-color-inset); }   /* delikatnie wciśnięty nagłówek */
+.compare td, .compare th { border-block: var(--sf-border-width-1) solid var(--sf-color-border--subtle); }
+.compare .highlight   { color: var(--sf-color-action); }        /* wyróżniona kolumna */
+```
+
+- Linie tabeli: `--sf-color-border` (mocniejsze) i `--sf-color-border--subtle` (cieńsze).
+- Tło paska nagłówka: `--sf-color-inset` (płyta lekko cofnięta względem `--sf-color-bg`).
+- Nigdzie nie podajesz konkretnego szarego — te tokeny same się dostroją w dark mode.
+
+### 4.4. Ciemny pas — opinie „4.9 across 50+ projects”
+
+Znów `data-theme="dark"` na sekcji + `.sf-card` na cytatach. Gwiazdki oceny mogą
+użyć `--sf-color-warning` (klasyczny „złoty” akcent ocen), logotypy klientów —
+`--sf-color-text--secondary`, żeby były obecne, ale nie krzyczały.
+
+### 4.5. Jasny pas — proces „A 5-phase process” (stepper)
+
+Aktywny krok = interakcja/stan → `--sf-color-action` i stan `.sf-is-active`:
+
+```css
+.step                { color: var(--sf-color-text--secondary); }  /* krok nieaktywny */
+.step.sf-is-active   { color: var(--sf-color-action); }           /* krok bieżący    */
+.step__dot           { background: var(--sf-color-border); }
+.step.sf-is-active .step__dot { background: var(--sf-color-action); }
+```
+
+`.sf-is-*` to klasy stanu (patrz [`docs/states.md`](../docs/states.md)) — sygnalizują
+stan JS-em, a kolory zostają w tokenach.
+
+### 4.6. Ciemny pas CTA — „Ready to build something that actually performs”
+
+`data-theme="dark"` + przycisk `.sf-btn--action`. Ponieważ to sekcja w trybie
+ciemnym, `--sf-color-action` automatycznie użyje swojego wariantu dla ciemnego tła —
+nic nie robisz ręcznie.
+
+### 4.7. Jasny pas — cennik „Your site doesn't stop working after launch day”
+
+Trzy karty, środkowa wyróżniona na pomarańczowo (dokładnie wzorzec z §4.2):
+
+```html
+<div class="sf-grid sf-grid-cols-3">
+  <article class="sf-card sf-card--bordered">Core</article>
+  <article class="sf-card sf-surface--primary">Commerce</article>  <!-- wyróżniona -->
+  <article class="sf-card sf-card--bordered">Custom</article>
+</div>
+```
+
+Alternatywa dla wyróżnienia „ramką zamiast wypełnienia” — użyj rampy albo obramowania marki:
+
+```css
+.plan--featured {
+  border-color: var(--sf-color-primary);
+  background:   var(--sf-color-primary-superlight);  /* ledwie widoczny ciepły wash */
+}
+```
+
+Kiedy `.sf-surface--primary` (pełny pomarańcz), a kiedy `-superlight` (delikatny wash)?
+Pełna płyta = maksymalne wyróżnienie; wash = subtelny akcent bez krzyku. Wybór estetyczny.
+
+### 4.8. Ciemny pas — „I don't take on every project” (dwie kolumny z listami)
+
+`data-theme="dark"` + znaczniki list w kolorze marki:
+
+```html
+<ul class="sf-marker--action">…</ul>   <!-- pomarańczowe punktory -->
+```
+
+Gdybyś chciał listę „robię / nie robię” w barwach statusów: `--sf-color-success`
+i `--sf-color-danger` na ikonkach.
+
+### 4.9. Jasny pas — FAQ „Questions I get asked a lot”
+
+Akordeon = wiersze rozdzielone `--sf-color-border`, pytanie w `--sf-color-heading`,
+odpowiedź w `--sf-color-text`. Ikona +/- w `--sf-color-action`.
+
+### 4.10. Ciemny pas — formularz kontaktowy „Let's talk about your project”
+
+`data-theme="dark"` na sekcji i… nic więcej przy kolorach inputów. Kontrolki z
+`optional/forms.css` **same** wezmą ciemne tło pola, jasny tekst, obramowanie i
+focus-ring w kolorze `--sf-color-action`. To jest cała nagroda za trzymanie się
+tokenów semantycznych — formularz „po prostu działa” w ciemnym pasie.
+
+> Uwaga na `color-scheme`: `data-theme="dark"` ustawia je za Ciebie, więc natywne
+> elementy (scrollbary, autouzupełnianie, kalendarz w `<input type=date>`) też będą
+> ciemne. Jeśli kiedyś zrobisz własny tryb bez `data-theme`, pamiętaj ustawić
+> `color-scheme` ręcznie.
+
+### 4.11. Stopka (ciemna)
+
+Najciemniejszy pas. Dwie opcje:
+- `data-theme="dark"` — jeśli stopka ma linki, inputy newslettera itp. (adaptują się).
+- `.sf-surface--inverse` albo `.sf-surface--secondary` — jeśli to zwarta, jednolita
+  płyta bez interaktywnych komponentów wymagających pełnego motywu.
+
+---
+
+## 5. Tokeny semantyczne — pełna ściąga „na co którego”
+
+To są role, których używasz na neutralnym tle strony (poza kolorowymi płytami):
+
+| Token | Na czym |
+|---|---|
+| `--sf-color-text` | tekst akapitów, treść |
+| `--sf-color-text--secondary` | podtytuły, metadane, „ściszony” tekst |
+| `--sf-color-heading` | nagłówki (h1–h6 biorą go automatycznie) |
+| `--sf-color-link` | linki (śledzi hue `action`, ale z bezpiecznym kontrastem) |
+| `--sf-color-border` | obramowania, dividery |
+| `--sf-color-border--subtle` / `--strong` | cieńsze / mocniejsze linie |
+| `--sf-color-bg` | tło strony (rzadko ustawiasz — jest domyślne) |
+| `--sf-color-surface` | tło kart/kontenerów (`.sf-card` używa go sam) |
+| `--sf-color-inset` | płyta cofnięta (nagłówek tabeli, pole kodu) |
+| `--sf-color-raised` | płyta wyniesiona (uniesiona karta, popover) |
+| `--sf-color-inverse` | odwrócone tło (ciemne w jasnym trybie) |
+
+Wszystkie **same przełączają się** w dark mode i pod `data-theme`. Nigdy nie
+podajesz pod nie konkretnego hexa.
+
+---
+
+## 6. Rampy, alfa i statusy — kiedy które
+
+### Rampy numeryczne 50 → 950 (marka)
+
+`primary`, `secondary`, `tertiary`, `action`, `neutral`, `base` mają drabinę
+`-50` (ledwie widoczny tint) → `-500` (sam kolor) → `-950` (prawie czarny).
+Aliasy do tych, po które naprawdę sięgasz:
+
+```
+--sf-color-primary-superlight  (= -50)   subtelne tło / wash
+--sf-color-primary-xlight      (= -200)  tło pigułki/badge
+--sf-color-primary-lighter     (= -400)  obramowania na kolorowym komponencie
+--sf-color-primary-darker      (= -600)  hover, tekst-na-tincie
+--sf-color-primary-xdark       (= -800)  stan wciśnięty
+```
+
+**Jak liczona jest rampa.** Każdy krok przyciąga jasność OKLCH koloru marki o
+ustalony ułamek ku **absolutnej** kotwicy — `--sf-palette-tint-l` (`0.97`) dla
+tintów 50–400, `--sf-palette-shade-l` (`0.1`) dla cieni 600–950 — z klamrą, więc
+tint nigdy nie jest ciemniejszy od bazy, a cień nigdy jaśniejszy. Dzięki temu
+rampa jest **monotoniczna (jasno→ciemno) dla dowolnego koloru źródłowego** i
+**nie składa się w „U"** — nawet gdy Twój brand jest bardzo ciemny/jasny albo
+przesuniesz kotwice `neutral`/`base`. (`base` to osobna, absolutna drabina
+szarości; statusy nie mają rampy numerycznej.)
+
+Kroki dają **jednolite** (nieprzezroczyste) kolory, więc nie wtapiają się w
+nieznane tło — do tego służą warianty alfa (niżej).
+
+### Warianty alfa (przezroczyste)
+
+Gdy element leży na **nieznanym** tle (badge, który może trafić na jasną albo
+ciemną kartę) — użyj wariantów alfa zamiast rampy numerycznej:
+
+| Token | Krycie | Alias |
+|---|---|---|
+| `-a5`  | 5%  | `-tint` |
+| `-a10` | 10% | `-subtle` |
+| `-a30` | 30% | `-muted` |
+| `-a50` | 50% | — |
+
+Alfa przepuszcza tło pod spodem (przezroczystość), więc jest poprawna na każdym
+tle; rampa numeryczna daje kolory jednolite, które nie reagują na to, co jest
+pod nimi.
+
+### Statusy: `success`, `warning`, `info`, `danger`
+
+Nie mają pełnej rampy — mają zestaw celowy:
+
+| Token | Na czym |
+|---|---|
+| `--sf-color-{status}` | ikony, drobne akcenty, obramowania |
+| `--sf-color-{status}-strong` | jednolite tło z większym kontrastem, hover na przycisku statusu |
+| `--sf-color-{status}-subtle` | tinted tło kontenera (np. pudełko alertu) |
+| `--sf-color-{status}-muted` (~30%) | mocniejszy wash, np. tło badge |
+| `--sf-color-{status}-tint` (~5%) | najlżejszy wash |
+
+Przykład — alert błędu:
+
+```css
+.alert--danger {
+  background:   var(--sf-color-danger-subtle);
+  border-color: var(--sf-color-danger);
+  color:        var(--sf-color-danger-strong);
+}
+```
+
+---
+
+## 7. Tekst wprost na kolorze — `--sf-color-text--on-*`
+
+Ilekroć napis leży bezpośrednio na jednolitym kolorze marki/statusu, użyj
+pasującego `--sf-color-text--on-*` zamiast wpisywać czerń/biel. Framework
+sam wybierze wariant dający lepszy kontrast pod ten konkretny kolor:
+
+```css
+.badge--primary {
+  background: var(--sf-color-primary);
+  color:      var(--sf-color-text--on-primary);
+}
+```
+
+Dostępne: `--on-primary`, `--on-secondary`, `--on-tertiary`, `--on-action`,
+`--on-neutral`, `--on-success`, `--on-warning`, `--on-info`, `--on-danger`,
+`--on-inverse`.
+
+**Uwaga na „pas niejednoznaczny” (L ≈ 0.52–0.67).** Jeśli Twój kolor marki
+wpada w środek jasności, binarny wybór czerń/biel może nie wyrobić 4.5:1.
+Wtedy albo przesuń próg dla tej powierzchni:
+
+```css
+.sf-surface--primary { --sf-contrast-threshold: 0.55; }
+```
+
+…albo przypnij kolor tekstu ręcznie:
+
+```css
+.sf-surface--primary { --sf-color-text--on-primary: oklch(0.15 0 0); }
+```
+
+Te nadpisania trzymaj w warstwie `slashed.overrides`, żeby przetrwały aktualizacje.
+
+---
+
+## 8. Najczęstsze błędy (i jak je naprawić)
+
+1. **Malowanie przycisku przez `--sf-color-primary`.** → Przyciski to `--sf-color-action`
+   (albo `.sf-btn--action`). `primary` to marka, nie interakcja (§3).
+2. **Wpisywanie `#hex` / `rgb()` w treści strony.** → Tracisz dark mode i hover.
+   Zejdź na tokeny semantyczne (§5).
+3. **Pisanie własnych reguł `[data-theme="dark"] { color: … }`.** → Niepotrzebne.
+   Tokeny semantyczne robią to za Ciebie.
+4. **Użycie `.sf-surface--inverse` na całym ciemnym pasie z kartami i formularzem.**
+   → To zadanie dla `data-theme="dark"`; `.sf-surface--*` jest do pojedynczego klocka (§2).
+5. **Rampa numeryczna (`-200`) na elemencie pływającym nad nieznanym tłem.**
+   → Użyj wariantu alfa (`-subtle` / `-tint`), bo krok rampy to kolor jednolity i nie wtapia się w nieznane tło (§6).
+6. **Ręczne dobieranie czerni/bieli na kolorowym tle.** → `--sf-color-text--on-*` (§7).
+
+---
+
+## 9. Ściąga „potrzebuję…”
+
+| Potrzebuję… | Sięgam po |
+|---|---|
+| przycisk / link / focus-ring | `.sf-btn--action` lub `--sf-color-action` (+ `--hover`) |
+| kolorowy hero/marketingowy blok | `--sf-color-primary` / `.sf-text-gradient` |
+| cały ciemny pas z kartami i formularzem | `data-theme="dark"` na `<section>` |
+| pojedynczy kolorowy klocek (wyróżniona karta, baner) | `.sf-surface--primary` (`--action`, `--inverse`…) |
+| tekst, nagłówki, obramowania na tle strony | `--sf-color-text`, `--sf-color-heading`, `--sf-color-border` |
+| tła kart/paneli | `--sf-color-surface`, `--sf-color-inset`, `--sf-color-raised` |
+| feedback sukces/ostrzeżenie/info/błąd | token statusu (`-subtle` tło, `-strong` hover) |
+| tekst wprost na jednolitym kolorze | `--sf-color-text--on-*` |
+| tint marki nad ZNANYM tłem | rampa numeryczna (`-100`…`-400` / `-superlight`…) |
+| tint marki nad NIEZNANYM tłem | wariant alfa (`-tint` / `-subtle` / `-muted`) |
+
+---
+
+## Zobacz też
+
+- [`colors.md`](colors.md) — zwięzły słownik 10 kolorów źródłowych i tokenów
+- [`../docs/theming.md`](../docs/theming.md) — rebranding w 6 tokenach + silnik fluid
+- [`../docs/tokens.md`](../docs/tokens.md) — pełny wykaz tokenów
+- [`../docs/states.md`](../docs/states.md) — klasy stanu `.sf-is-*`