Abstract palette generation methodology workspace with a seed swatch, harmony wheel, role-based palette cards, scale ladders, locked colors, and accessibility checks.

Short answer

Hue Codex palette generation combines HSL hue relationships, style-specific role rules, optional OKLCH scale generation, locked-color preservation, and WCAG contrast metadata. It does not guarantee a complete design system without human review.

  • Harmony tools rotate hue angles around a color wheel and then tune tone for practical swatches.
  • Role palettes assign jobs such as primary, secondary, accent, surface, text, border, success, warning, and danger.
  • Tint, shade, tone, and ladder tools can use OKLCH, HSL, or simple RGB-style approaches depending on the selected mode.
  • Generated palettes include accessibility signals, but final foreground/background pairings still need review in context.

Standards status

These badges identify which parts of this methodology are standards-backed, draft-track, Hue Codex-specific, approximate, or dependent on browser behavior.

Hue Codex heuristic Standard Draft standard Approximation
Hue Codex heuristic Hue Codex ranking, role hints, bands, labels, or workflow guidance rather than an external standard.
Standard Stable standard or standards-backed behavior used as authority, such as WCAG 2.2 and broadly implemented CSS Color 4 behavior.
Draft standard Draft, candidate, or preview specification material, such as CSS Color 5 features or the Design Tokens draft; not treated as final authority.
Approximation Model or estimate with known limits, including CMYK, color-vision simulation, image palette extraction, or CSS duotone output.

Formulas, choices, heuristics, and limits

This separates standards-based formulas from Hue Codex implementation decisions, product heuristics, and known limitations for this methodology.

Standards-based formulas

Formula, threshold, syntax, or data behavior taken from a cited standard or standards-backed source.

  • WCAG contrast formulas are used for palette readability metadata.
  • CSS Color 4 color-model behavior supports the conversions behind HSL, Lab/LCH, and OKLab/OKLCH views.

Implementation choices

How Hue Codex chooses to parse, normalize, round, export, or sequence calculations.

  • Seeds and pasted colors are normalized before Hue Codex builds roles, harmonies, scales, and exports.
  • Locked roles keep their previous values during regeneration.
  • Scale mode selection determines whether Hue Codex uses OKLCH, HSL, or simple RGB-style mixing.

Hue Codex heuristics

Product rankings, bands, labels, suggestions, or role hints that are useful guidance but not external standards.

  • Role assignment, semantic state color shifts, tone presets, and role hints are Hue Codex product heuristics.
  • Harmony tuning favors practical swatches over purely geometric hue rotations.
  • Accessible pair counts and best text suggestions are screening aids, not design-system approval.

Known limitations

Caveats, edge cases, browser dependencies, approximations, or contexts the method does not prove.

  • Generated palettes are starting points and do not guarantee a complete brand or product color system.
  • High-chroma or very neutral seeds can produce constrained, clipped, or low-chroma companions.
  • Final UI roles still need component-level contrast, color-vision, and state review.

Inputs and role assignment

Hue Codex heuristic Standard

Palette generation starts with a seed color or pasted color list. The seed is normalized to HEX, converted to HSL and OKLCH when needed, and used to build predictable relationships.

Role palettes use the seed as the primary color, then derive companion hues, semantic state colors, light surfaces, readable text, and borders. Style presets adjust saturation, lightness, hue anchors, and semantic shifts while preserving locked colors from the previous palette.

Harmony and scale logic

Hue Codex heuristic Standard Approximation

Harmony generation uses conventional hue offsets such as complementary, analogous, triadic, tetradic, split-complementary, and monochromatic relationships. Tone presets then adjust saturation and lightness to keep swatches usable rather than purely geometric.

Scale generation supports OKLCH perceptual ramps, HSL lightness ramps, and simple RGB mixes toward white, black, or gray. The chosen mode changes the result because these models do not describe lightness and chroma in the same way.

Accessibility metadata

Standard Hue Codex heuristic

Generated colors are evaluated against surface and text roles with WCAG contrast helpers. Hue Codex also counts accessible pairings and suggests best text colors for swatches.

A palette can contain passing pairs and still fail a real interface if roles are assigned poorly, if text is too small, if state is communicated only through color, or if color-vision risks are ignored.

Locked colors and edge cases

Hue Codex heuristic Browser-dependent
  • Locked colors keep their previous HEX value when a palette is regenerated.
  • Highly neutral seeds can produce low-chroma companion roles; Hue Codex clamps saturation and lightness to keep outputs visible.
  • High-chroma seeds can push derived colors toward the edge of sRGB; gamut checks remain useful before production use.
  • Semantic colors are harmonized toward familiar success, warning, and danger hue regions while borrowing some seed character.

Validation checks

Hue Codex heuristic
Palette behavior checks used for QA.
Check Expected behavior
Same seed and style Same generated role colors unless locks changed
Locked role Locked HEX value remains unchanged after regeneration
Contrast metadata Best text and pair counts update after every palette change
Scale step count Requested steps are clamped to a practical range for readable output

Palette generation pseudocode

Standard Hue Codex heuristic Approximation

Harmony math and role palettes are deterministic Hue Codex heuristics. WCAG contrast metadata is standards-based, but role assignment and style tuning are product choices.

Harmony hue offsets and tone clamps
scheme_offsets:
  complementary = [0, 180]
  analogous = [0, -30, 30]
  triadic = [0, 120, 240]
  tetradic = [0, 90, 180, 270]
  split_complementary = [0, 150, 210]

tone_values(base_hsl, tone, index):
  if tone == preserve:
    return s = base.s, l = base.l
  if tone == vivid:
    return s = clamp(base.s + 16, 64, 94),
           l = clamp(base.l + (index even ? -2 : 4), 42, 62)
  if tone == muted:
    return s = clamp(base.s * 0.52, 22, 56),
           l = clamp(base.l + (index even ? 6 : 10), 46, 74)
  # balanced
  return s = clamp(base.s * 0.86, 40, 78),
         l = clamp(base.l + (index even ? -4 : 6), 40, 68)

generate_harmony(seed, scheme, tone):
  base = rgb_to_hsl(hex_to_rgb(normalize_hex(seed)))
  for each offset at index:
    h = normalize_degrees(base.h + offset)
    if scheme == monochromatic:
      s = clamp(base.s * saturationScale[index], 18, 92)
      l = clamp(base.l + lightnessDelta[index], 10, 94)
    else:
      s, l = tone_values(base, tone, index)
    hex = index == 0 ? seed : rgb_to_hex(hsl_to_rgb(h, s, l))
    attach WCAG best-text and pair metadata
Role palette assignment and clamps
harmonized_hue(seed_hue, anchor_hue, strength, max_shift):
  shortest = ((seed_hue - anchor_hue + 540) % 360) - 180
  shift = clamp(shortest * strength, -max_shift, max_shift)
  return normalize_degrees(anchor_hue + shift)

build_role_palette(seed, style, locks, previous_palette):
  base = rgb_to_hsl(hex_to_rgb(seed))
  settings = palette_style_settings(base, style)

  role_hue(role, fallback_offset):
    if settings has absolute anchor for role:
      return harmonized_hue(base.h, settings[role + "Hue"],
                            settings.roleShift or 0.2,
                            settings.roleMaxShift or 36)
    return normalize_degrees(base.h + fallback_offset)

  roles = [
    primary:   style == balanced ? seed : hsl(base.h, clamp(settings.s), clamp(settings.l, 4, 97)),
    secondary: hsl(role_hue(secondary), settings.s * 0.86, settings.l - 7),
    accent:    hsl(role_hue(accent), min(94, settings.s + 10), settings.l + 5),
    surface:   hsl(role_hue(surface), settings.surfaceS or max(12, settings.s * 0.28), settings.surfaceL or 96),
    text:      hsl(role_hue(text), settings.textS or max(24, settings.s * 0.42), settings.textL or 12),
    border:    hsl(role_hue(surface), settings.borderS or max(10, settings.s * 0.24), settings.borderL or 78),
    success:   hsl(semantic_hue(145), semantic_s(48,34,88), semantic_l(36,28,52)),
    warning:   hsl(semantic_hue(44),  semantic_s(68,44,94), semantic_l(62,48,74)),
    danger:    hsl(semantic_hue(350), semantic_s(64,42,92), semantic_l(56,42,68))
  ]

  for each role at index:
    if locks[index] and previous_palette has color at index:
      keep previous hex
    else:
      convert HSL role to HEX with h normalized, s clamped 0..100, l clamped 4..97

Reproducible test vectors

Standard Hue Codex heuristic Approximation

These vectors isolate deterministic palette math from product heuristics such as role labels or palette ranking.

Harmony and RGB scale vectors.
Input Expected output Notes
Seed #336699 to HSL h=210, s=50%, l=40% Normalized seed values used for hue rotations
#336699 complementary hue +180deg #996633 Same saturation and lightness, hue normalized to 30deg
#336699 analogous hue -30deg #339999 Same saturation and lightness, hue 180deg
#336699 analogous hue +30deg #333399 Same saturation and lightness, hue 240deg
#336699 mixed 50% toward #FFFFFF in sRGB #99B3CC RGB tint vector
#336699 mixed 50% toward #000000 in sRGB #1A334D RGB shade vector

Sources and standards

These references anchor the public standards and formats used by Hue Codex. Status badges distinguish stable standards, drafts, Hue Codex heuristics, approximations, and browser-dependent behavior.

Tools using this methodology

These Hue Codex tools link to this methodology because they depend on the formulas, assumptions, limits, or data policy described here.