ui-color-palette-scale-palette

name	ui-color-palette-scale-palette
description	Build a full color palette from source colors. Uses get_palette to generate scales and themes, then previews the result visually. Use when the user wants to create a complete palette before auditing, exporting, or deploying it.
argument-hint	<color-space>

Build Palette

Use the ui-color-palette MCP tool get_palette to build a complete palette, then preview it visually.

Code export is handled by ui-color-palette-generate-code. Design tool deployment is handled by ui-color-palette-figma, ui-color-palette-penpot, ui-color-palette-framer, and ui-color-palette-sketch.

---

Pre-flight — Check session state

Before asking any questions, check the conversation context for existing slots.

If PaletteData is already in context

Inform the user of the existing palette (name, color space, preset) and ask: reuse, rebuild, or start from scratch. Wait for reply — if reuse, skip to visual preview.

If PublishedPaletteConfig is already in context

Skip Step 0 entirely and go straight to Step 1. Inform the user: building from the loaded palette now.

Map the PublishedPaletteConfig fields to the get_palette input:

PublishedPaletteConfig field	maps to
name	base.name
description	base.description
preset	base.preset
shift	base.shift
are_source_colors_locked	base.areSourceColorsLocked
colors	base.colors
color_space	base.colorSpace
algorithm_version	base.algorithmVersion
themes	themes

Call get_palette immediately with these mapped values.

---

If SourceColors is already in context

Skip question 2 of Step 0. Show the existing colors (name + hex) and ask the user to confirm or change them.

---

Step 0 — Gather parameters

Ask these questions before calling get_palette. Do not call the tool until all required answers are collected. Stop after each question if the user hasn’t answered it yet.

Required

1. Palette name — ask for a name.

2. Source colors — ask for role + hex per color (e.g. primary #3B82F6). Multiple colors allowed.

3. Color space — ask to choose: OKLCH (recommended), LCH, OKLAB, HSL, P3, or other.

4. Scale preset — ask to choose from the supported presets below. Suggest the most common ones first (MATERIAL, TAILWIND, ANT, RADIX) and mention others are available on request.

Supported presets (full list — id must be one of these exact values):

Family	id	stops	min	max	easing
Custom	CUSTOM_1_10	[1,2,3,4,5,6]	10	90	LINEAR
Custom	CUSTOM_10_100	[10,20,30,40,50,60]	10	90	LINEAR
Custom	CUSTOM_100_1000	[100,200,300,400,500,600]	10	90	LINEAR
Google	MATERIAL	[50,100,200,300,400,500,600,700,800,900]	24	96	LINEAR
Google	MATERIAL_3	[100,99,95,90,80,70,60,50,40,30,20,10,0]	0	100	NONE
Framework	TAILWIND	[50,100,200,300,400,500,600,700,800,900,950]	16	96	LINEAR
Framework	ANT	[1,2,3,4,5,6,7,8,9,10]	24	96	LINEAR
Framework	BOOTSTRAP	[100,200,300,400,500,600,700,800,900]	15	95	LINEAR
Framework	RADIX	[1,2,3,4,5,6,7,8,9,10,11,12]	5	95	LINEAR
Framework	UNTITLED_UI	[25,50,100,200,300,400,500,600,700,800,900,950]	5	100	LINEAR
Framework	OPEN_COLOR	[0,1,2,3,4,5,6,7,8,9]	15	100	LINEAR
Atlassian	ADS	[100,200,300,400,500,600,700,800,900,1000]	24	96	LINEAR
Atlassian	ADS_NEUTRAL	[0,100,200,300,400,500,600,700,800,900,1000,1100]	8	100	LINEAR
Adobe	SPECTRUM	[100,200,300,400,500,600,700,800,900,1000,1100,1200,1300]	16	96	LINEAR
Adobe	SPECTRUM_NEUTRAL	[50,75,100,200,300,400,500,600,700,800,900]	0	100	LINEAR
More	CARBON	[10,20,30,40,50,60,70,80,90,100]	24	96	LINEAR
More	BASE	[50,100,200,300,400,500,600,700]	24	96	LINEAR
More	POLARIS	[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16]	16	100	EASEOUT_QUAD
More	FLUENT	[10,20,30,40,50,60,70,80,90,100,110,120,130,140,150,160]	10	90	LINEAR

Always use the exact canonical stops, min, max, and easing for the chosen id. Never mix values from different presets.

5. Themes — ask: Light only, Light + Dark, or Custom.

Optional (use defaults if not specified)

Parameter	Default
Algorithm version	v3
Chroma shift	100 (no change)
Hue shift	0 (no rotation)
Source colors locked	false

Once all required answers are collected, build the get_palette input and proceed to Step 1.

---

Step 1 — Build the palette

Tool: get_palette

Parameter	Type	Required	Description
base	object	Yes	BaseConfiguration — palette base settings
themes	array	Yes	Array of ThemeConfiguration objects (light/dark modes)

base (BaseConfiguration) fields

Field	Type	Description
name	string	Palette name
description	string	Palette description
preset	object	PresetConfiguration — see below
shift	object	ShiftConfiguration — see below
areSourceColorsLocked	boolean	Whether source colors are pinned (default: false)
colors	array	Array of ColorConfiguration objects
colorSpace	string	One of: LCH, OKLCH, LAB, OKLAB, HSL, HSLUV, HSV, CMYK, RGB, HEX, P3
algorithmVersion	string	"v1", "v2", or "v3"

PresetConfiguration

Controls the lightness scale distribution. id must be one of the 19 supported values — see the full list in Step 0 question 4. Always use the canonical stops, min, max, and easing for the chosen id.

Field	Type	Description
id	string	Preset identifier — must match exactly one of the supported preset ids
name	string	Display name matching the preset
stops	number[]	Scale stop labels — must match the canonical stops for the chosen id
min	number	Minimum lightness (darkest stop), 0–100 — must match the canonical min
max	number	Maximum lightness (lightest stop), 0–100 — must match the canonical max
easing	string	Distribution curve — must match the canonical easing for the chosen id

ShiftConfiguration

Field	Type	Default (no change)	Description
chroma	number	100	Global chroma/saturation shift — 100 = no change, <100 = desaturate, >100 = saturate. Do not use 0 as a neutral value; 0 removes all saturation.
hue	number	0	Global hue rotation in degrees — 0 = no shift

shift.chroma default is 100, not 0. A value of 0 fully desaturates all colors.

ColorConfiguration (each entry in base.colors)

Field	Type	Description
id	string	Auto-generated by the server — do not set
name	string	Color name (e.g. "primary", "neutral")
description	string	Color description
rgb	{ r, g, b }	RGB object, each value 0–1 (e.g. { r: 0.23, g: 0.51, b: 0.96 } for #3B82F6)
hue	object	{ shift: number, isLocked: boolean } — per-color hue shift (default: { shift: 0, isLocked: false })
chroma	object	{ shift: number, isLocked: boolean } — per-color chroma shift (default: { shift: 100, isLocked: false })
alpha	object	{ isEnabled: boolean, backgroundColor: string } — alpha blending (default: { isEnabled: false, backgroundColor: "#FFFFFF" })

ThemeConfiguration (each entry in themes)

Field	Type	Description
id	string	Theme identifier. "00000000000" is reserved exclusively for the default base theme (name "None"). For any named theme (Light, Dark, etc.): generate a random 11-character lowercase hex string (e.g. "9e3d5b0f12a").
name	string	Theme name. "None" is reserved exclusively for the default base theme (id "00000000000"). For named themes: e.g. "Light", "Dark".
description	string	Theme description — use empty string if none
scale	Record<string, number>	Map of stop label → lightness value (0–100). Keys must match preset.stops. If omitted, a linear scale is auto-generated from the preset min/max. E.g. { "50": 96, "100": 88, ..., "900": 24 }
paletteBackground	string	Background hex color (e.g. "#FFFFFF")
visionSimulationMode	string	"NONE", "PROTANOMALY", "PROTANOPIA", "DEUTERANOMALY", "DEUTERANOPIA", "TRITANOMALY", "TRITANOPIA", "ACHROMATOMALY", "ACHROMATOPSIA"
textColorsTheme	object	{ lightColor: string, darkColor: string } — default: { lightColor: "#FFFFFF", darkColor: "#000000" }
isEnabled	boolean	Whether the theme is active — use true
type	string	"default theme" is reserved for the base theme (id: "00000000000", name: "None"). All named themes (Light, Dark, etc.) must use "custom theme".

Single vs. multi-theme:

Scenario	id	name	type
Single theme (no dark mode)	"00000000000"	"None"	"default theme"
Multi-theme — base (always present)	"00000000000"	"None"	"default theme"
Multi-theme — each named theme	random 11-char hex	"Light", "Dark", etc.	"custom theme"

Rule: the default base theme (00000000000 / None / "default theme") is always included in the themes array, whether or not named themes are present.

Returns: A PaletteData object containing name, description, themes (with full color scales), and type.

---

Step 2 — Visual preview

After get_palette returns, always ask:

Do you want to see a visual preview of the palette?

• Yes — show a preview
• No — skip to next step

Priority order

Apply the following priority — stop at the first option that works:

1. Native UI preview (preferred)

Render the palette directly in the conversation without any external call. Produce a markdown table with one column per shade and one row per color, using the hex values from the compact cells:

Light — Primary
| 50 | 100 | 200 | 300 | 400 | 500 | 600 | 700 | 800 | 900 |
|#f0f4ff|#e8eeff|...|

If the chat interface supports HTML artifacts or rich rendering (Claude.ai, Jupyter, VS Code), prefer a richer layout. This requires no external tool call and works everywhere.

Only proceed to option 2 if the user explicitly says the native rendering is insufficient, or if they already mentioned a design tool in context.

2. Design tool canvas

If the user has a design tool connected (Figma, Penpot, Sketch, Framer), offer to draw the palette directly into the current document as a visual swatch board. This is a canvas rendering, not a token/style/variable export:

I can draw the palette directly in your document as a swatch board.

Use the design tool's MCP API to create the shapes directly. Do not invoke ui-color-palette-figma, ui-color-palette-penpot, ui-color-palette-framer, or ui-color-palette-sketch — those skills are for token/style/variable export, not canvas rendering.

For the exact layer hierarchy, layout primitives, swatch dimensions, and text specs, read the matching reference file before generating:

Tool	Reference
Figma	ui-color-palette-figma/references/generate-preview.md
Penpot	ui-color-palette-penpot/references/generate-preview.md
Sketch	ui-color-palette-sketch/references/generate-preview.md
Framer	ui-color-palette-framer/references/generate-preview.md

The visual output is identical across all tools: same swatch dimensions (64×80 px), same label layout (shade name + hex, plus optional contrast scores), same color hierarchy (root → theme → color row → swatches). Only the layout primitive names differ per tool (Auto Layout / Flex Layout / Stack / Layout).

3. MCP preview image (fallback)

Only if neither option above is usable, call preview_palette with the cells from get_palette (compact: true). It returns a markdown image link served by the API:

![palette preview](https://...)

Embed it in the reply. This requires an external HTTP call and the image may not render in all UIs.

Branch B — No preview requested

Skip entirely. Do not call preview_palette.

---

Step 3 — Contrast scores (optional)

After the preview step (whether or not an image was shown), ask:

Do you want contrast scores displayed for this palette?

• WCAG — ratio against light text (#FFFFFF) and dark text (#000000), with AA/AAA grades
• APCA — Lc value against light and dark text, with recommended usage
• No scores — skip

Default: No scores — proceed without asking if the user has already stated a preference.

If WCAG or APCA requested

The compact cells from get_palette already include textContrast. Use those values — do not re-call get_palette.

For each theme, render a table:

Color	Shade	Hex	Light text	Dark text
Primary	50	#f0f4ff	WCAG 1.2:1 F	WCAG 19.4:1 AAA
Primary	500	#3b5bdb	WCAG 4.6:1 AA	WCAG 4.5:1 AA

For APCA, replace ratio/score columns with Lc values and recommendedUsage (e.g. BODY_TEXT, SPOT_TEXT, NON_TEXT, AVOID).

Only show scores for the themes and colors the user cares about — do not dump all shades unless asked.

If direct write-back tooling is available for the target design tool, use it. Otherwise:

1. build the palette with get_palette
2. extract only theme.name, color.name, shade.name, shade.hex, and preferred text color
3. create a compact swatch matrix spec
4. hand that spec off to the relevant design workflow/tool

Example get_palette input — single theme (no dark mode)

{
  "base": {
    "name": "My Palette",
    "description": "",
    "preset": {
      "id": "MATERIAL",
      "name": "Material Design",
      "stops": [50, 100, 200, 300, 400, 500, 600, 700, 800, 900],
      "min": 24,
      "max": 96,
      "easing": "LINEAR"
    },
    "shift": { "chroma": 100, "hue": 0 },
    "areSourceColorsLocked": false,
    "colors": [
      {
        "name": "primary",
        "description": "",
        "rgb": { "r": 0.23, "g": 0.51, "b": 0.96 },
        "hue": { "shift": 0, "isLocked": false },
        "chroma": { "chroma": 100, "isLocked": false },
        "alpha": { "isEnabled": false, "backgroundColor": "#FFFFFF" }
      }
    ],
    "colorSpace": "OKLCH",
    "algorithmVersion": "v3"
  },
  "themes": [
    {
      "id": "00000000000",
      "name": "None",
      "description": "",
      "paletteBackground": "#FFFFFF",
      "visionSimulationMode": "NONE",
      "textColorsTheme": { "lightColor": "#FFFFFF", "darkColor": "#000000" },
      "isEnabled": true,
      "type": "default theme"
    }
  ]
}

Example get_palette input — Light + Dark themes

{
  "base": { "...same as above..." },
  "themes": [
    {
      "id": "00000000000",
      "name": "None",
      "description": "",
      "paletteBackground": "#FFFFFF",
      "visionSimulationMode": "NONE",
      "textColorsTheme": { "lightColor": "#FFFFFF", "darkColor": "#000000" },
      "isEnabled": true,
      "type": "default theme"
    },
    {
      "id": "9e3d5b0f12a",
      "name": "Light",
      "description": "",
      "scale": { "50": 96, "100": 88, "200": 80, "300": 72, "400": 64, "500": 56, "600": 48, "700": 40, "800": 32, "900": 24 },
      "paletteBackground": "#FFFFFF",
      "visionSimulationMode": "NONE",
      "textColorsTheme": { "lightColor": "#FFFFFF", "darkColor": "#000000" },
      "isEnabled": true,
      "type": "custom theme"
    },
    {
      "id": "4a7f2c1e09b",
      "name": "Dark",
      "description": "",
      "scale": { "50": 24, "100": 32, "200": 40, "300": 48, "400": 56, "500": 64, "600": 72, "700": 80, "800": 88, "900": 96 },
      "paletteBackground": "#1A1A1A",
      "visionSimulationMode": "NONE",
      "textColorsTheme": { "lightColor": "#FFFFFF", "darkColor": "#000000" },
      "isEnabled": true,
      "type": "custom theme"
    }
  ]
}

---

Workflow

1. Collect source colors from the user or from a previous generate-source-colors step.

2. Call get_palette with a BaseConfiguration and at least one ThemeConfiguration. The response is a flat array of shade rows (compact mode is on by default).

3. NEVER read, print, or reason from the full array. Immediately apply the stream-extract below and discard everything else:

   for each row in response:
     keep: row.theme, row.color, row.shade, row.hex
     STOP — do not read any other field on this row
   

   Store the raw response opaquely as the PaletteData slot (passed as-is to downstream tools that need it). Reason only from the extracted swatch rows. If a downstream tool explicitly needs raw color space values (rgb, lch, etc.), recall get_palette with compact: false for that specific purpose. Overflow handling: If the response exceeds the maximum allowed tokens and is saved to disk, apply the following strategy depending on what is needed next — do not read the file in chunks:

   Next operation	Strategy
   Code export	Use base + themes directly → generate_code. PaletteData is not required.
   Display / preview	grep the overflow file for "hex" to extract one hex value per shade. Never read the file sequentially.
   Audit	grep the overflow file for "hex" and "textContrast" to extract contrast data per shade. Then delegate to palette-auditor with the extracted rows only.
   Design tool push	Use base + themes directly → matching deploy skill. PaletteData is not required.

   In all cases, store a PaletteData: overflow marker in context so downstream tools know PaletteData is not available as an opaque object.

4. If the user asks for a visual preview, design handoff, or document generation, extract only the fields needed for a swatch matrix:

• theme.name
• color.name
• shade.name
• shade.hex
• preferred text color if it can be inferred from textColorsTheme or audit data

5. Ask the user what to do next. Building the palette is not the end. The user may want to:

• Preview the palette visually first — render a swatch matrix grouped by theme and color
• Generate it in a design tool — route to ui-color-palette-figma, ui-color-palette-penpot, ui-color-palette-framer, or ui-color-palette-sketch
• Audit the palette first — use ui-color-palette-audit-palette to check contrast and accessibility
• Publish the palette — use ui-color-palette-manage-palettes to save it to the platform
• Export as code — hand off to ui-color-palette-generate-code

Arguments

$ARGUMENTS can be a color space or a description of the palette context.

• /ui-color-palette:scale-palette oklch
• /ui-color-palette:scale-palette tailwind stops for my design system
• /ui-color-palette:scale-palette material dark and light themes

Tips

• PaletteData: Never read, print, or summarize the full JSON — the response is huge. Immediately stream-extract to swatch rows (theme.name, color.name, shade.name, shade.hex) and pass the raw object opaquely to downstream skills.
• Hex → rgb 0–1: divide each 0–255 channel by 255. E.g. #3B82F6 → { r: 0.23, g: 0.51, b: 0.96 }.
• Scale without user input: distribute lightness between min (last stop) and max (first stop). First stop → max, last → min.
• Design-first requests: board, canvas, swatches, style tiles → route to design tool skill first.
• Code: generate_code takes base+themes directly; prefer dtcg-tokens, tailwind-v4; OKLCH/P3 for wide-gamut.

---

Recommended subagents

• palette-codegen — normalizes PaletteData and generates code/tokens; use after this skill when code export is needed
• palette-transitioner — converts PaletteData into variableRows, tokenRows, styleRows, or swatchRows before routing to a platform workflow