Abstract export formats methodology workspace with palette handoff cards, structured token panels, CSS-style rows, report sheets, visual palette strips, fallback layers, and copy and download controls.

Methodology

Export formats, tokens, CSS variables, and fallbacks

Hue Codex exports are designed for handoff: readable, copyable, deterministic, and explicit about whether an output is production-ready code, supporting metadata, or a starting point.

Standard Draft standard Hue Codex heuristic Approximation Browser-dependent

Short answer

Hue Codex exports normalized colors with stable role names, predictable token keys, explicit CSS fallbacks where needed, and caveats for browser support or pixel fidelity when output is approximate.

  • CSS variables use role-oriented names so values can move into design systems.
  • JSON exports preserve structured metadata such as role, notes, contrast, source, and caveats.
  • Token-style JSON follows a practical $type and $value shape for design-token workflows.
  • Gradient and duotone CSS exports can include approximations or fallbacks, and the output labels those limits.

Standards status

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

Standard Draft standard Hue Codex heuristic Approximation Browser-dependent
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.
Hue Codex heuristic Hue Codex ranking, role hints, bands, labels, or workflow guidance rather than an external standard.
Approximation Model or estimate with known limits, including CMYK, color-vision simulation, image palette extraction, or CSS duotone output.
Browser-dependent Output depends on browser APIs, rendering, color management, canvas pixels, clipboard, download, or CSS support.

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 and CSS Color references anchor contrast values, color syntax, and stable CSS serialization behavior.
  • CSS custom properties and ordinary CSS syntax define the baseline export behavior.

Implementation choices

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

  • Hue Codex normalizes role names into lowercase token-friendly slugs.
  • Exports group values into CSS variables, JSON, token-style JSON, Sass, Tailwind-style values, Markdown, SVG, or PNG depending on the tool.
  • Readable exports may round more aggressively than detailed or token exports.

Hue Codex heuristics

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

  • Token-style JSON shape, handoff summaries, descriptions, caveat wording, and role metadata are Hue Codex workflow choices.
  • Fallback recommendations for modern syntax are product guidance based on support risk.

Known limitations

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

  • The Design Tokens Format Module source is preview-draft context and is not treated as authoritative.
  • CSS Color 5 functions such as color-mix(), light-dark(), and device-cmyk() are draft-standard context.
  • Clipboard and downloaded files depend on browser behavior and the current tool state.

Naming and normalization

Hue Codex heuristic

Role names are converted to lowercase token-friendly slugs by replacing non-alphanumeric separators with hyphens. HEX values are normalized before export.

Palette and tool exports favor human-readable labels plus structured data so a designer, developer, or reviewer can understand why a value exists.

Format families

Hue Codex heuristic Draft standard Browser-dependent
Hue Codex export families.
Format Use
CSS variables Direct stylesheet handoff with role names and fallback values
JSON Structured reports, audit notes, and tool metadata
Token-style JSON Design-token import or review workflows using $type, $value, and $description
Sass and Tailwind-style values Framework-friendly palette handoff
Markdown Readable review reports for tickets, docs, and handoff notes
SVG and PNG Visual palette strips and rendered image outputs

Fallbacks and approximations

Draft standard Approximation Browser-dependent

Modern CSS exports can include fallback declarations before newer syntax. Gradient exports include fallback CSS when the selected interpolation syntax may not be broadly supported.

Duotone CSS is labeled as an approximation because the source-size PNG is generated from actual canvas pixels, while CSS filters and blend modes depend on browser rendering and context.

Precision and support caveats

Draft standard Hue Codex heuristic Browser-dependent
  • Readable exports may round values more aggressively than detailed or token exports.
  • Browser support for modern CSS color functions should be checked before relying on those declarations alone.
  • CSS Color 5 features such as color-mix(), light-dark(), and device-cmyk() are draft-standard context; exports should keep fallbacks or review notes when those features are used.
  • Design-token JSON is intended as a practical handoff format, not a promise that every consuming tool will import it without mapping.
  • Downloaded files are generated in the browser and use the current tool state at the time of export.

Validation checks

Hue Codex heuristic Browser-dependent
Export QA checks.
Check Expected behavior
CSS variable export Includes stable custom property names and normalized HEX values
JSON export Parses as valid JSON
Token-style export Includes $type and $value for color tokens
Gradient export Includes fallback notes when modern syntax is used
Duotone CSS export States that CSS is approximate

Export naming and precision pseudocode

Standard Draft standard Hue Codex heuristic Browser-dependent

Export naming is deterministic. Fixed role palettes use unique role names; generated sequences add stable numeric suffixes or padded sample tokens so repeated labels do not overwrite each other.

Slug rules and generated-token collision handling
slugify(value, fallback):
  slug = String(value)
    .trim()
    .toLowerCase()
    .replace(/[^a-z0-9]+/g, "-")
    .replace(/^-+|-+$/g, "")
  return slug or fallback

fixed_role_export_key(role):
  # Palettes use a fixed unique role set:
  # primary, secondary, accent, surface, text, border, success, warning, danger.
  return slugify(role, "color")

image_palette_export_key(label, index):
  # Dynamic image roles can repeat, so append the 1-based index.
  return slugify(label, "swatch-" + (index + 1)) + "-" + (index + 1)

gradient_palette_export_key(index):
  return "sample-" + pad_left(index + 1, 2, "0")

cvd_export_key(index):
  return "color-" + pad_left(index + 1, 2, "0")
Precision presets used in exports
round(value, places):
  multiplier = 10 ^ places
  return Math.round((Number(value) + Number.EPSILON) * multiplier) / multiplier

stage1_precision(mode):
  quick/rounded: basic 2, lab 4, ok 6, xyz 6
  css:           basic 2, lab 3, ok 5, xyz 5
  precise:       basic 4, lab 6, ok 8, xyz 8
  token/tokens:  basic 3, lab 5, ok 7, xyz 7

stage2_model_precision(mode):
  quick:   hue 0, percent 0, lab 1, ok 3, xyz 4, cmyk 0
  css:     hue 2, percent 2, lab 3, ok 5, xyz 5, cmyk 2
  precise: hue 3, percent 3, lab 5, ok 6, xyz 6, cmyk 3
  token:   hue 3, percent 3, lab 3, ok 5, xyz 6, cmyk 2

format rule:
  normalize HEX first
  calculate with raw values
  round only at display/export boundaries

Reproducible output vectors

Standard Draft standard Hue Codex heuristic Browser-dependent

Export pages are not primarily mathematical, but these deterministic vectors make naming, normalization, and token-shape behavior testable.

Export formatting vectors.
Input Expected output Notes
Role name Primary CTA / Hover primary-cta-hover Lowercase slug with non-alphanumeric separators collapsed to hyphens
#fff #FFFFFF HEX values are normalized before export
Color token primary = #4169E1 $type: color; $value: #4169E1 Token-style JSON keeps the practical color token shape
Browser file export Uses the current tool state at export time Clipboard and download behavior remain browser-dependent

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.