WeSearch

Show HN: Simple algorithm and color space to generate diverse skin tones

·17 min read · 0 reactions · 0 comments · 6 views
Show HN: Simple algorithm and color space to generate diverse skin tones
TL;DR · WeSearch summary

The goal of this project was to define a color space that makes it easier to build inclusive color tools for a variety of contexts - such as character creators or digital art. If you see something here that sparks your curiosity, I would love for you to stick around and read below this section to learn more! R² = (What's R²?) │ Show Sphere What is each direction on the picker adjusting?

Key facts
About this source

Hacker News (Front Page) files mainly under programming. We currently carry 1,158 of its stories. Top-voted stories on Hacker News.

Original article
toneyalexander.github.io
Read full at toneyalexander.github.io →

Story provenance

Source · retrieval · rights · ranking — open for full record
inspect →

Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.

Record

Original publishertoneyalexander.github.io
Canonical URLhttps://toneyalexander.github.io/inclusive-color-space/
Publication timeTue, 04 Aug 2026 15:16:22 +0000
Retrieval time2026-08-04T15:35:41.627Z
Last seen2026-08-04T15:35:41.627Z
Headline sourcePublisher (no WeSearch rewrite)
Excerpt sourcepublisher body
Excerpt methodFirst ~120 words (~800 chars) of extracted publisher body, fair-use limited.
SummaryWeSearch · cerebras-chat (WeSearch summarizer)
Summary source textcontentText
Citation coverageSummary is a WeSearch-generated derivative; primary citation is the original publisher URL.
ClusterrtCmjZamVzVY · 1 stories
Cluster logicGrouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison.
Ranking reasonStory pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking.
Publisher visitYes — open original
Substitutes article?No — link-out required for full text

Rights status (four layers)

Publisher-declared
No publisher-confirmed rights record for this source yet.
Machine-readable
No source-specific machine-readable restriction detected beyond the public feed.
WeSearch interpretation
WeSearch declared handling (basis: Derived from the published RSS/Atom feed). This is WeSearch policy, not a legal grant on the publisher's behalf.
Unknown
Retrieval and training permissions are not asserted unless the publisher confirms them.

WeSearch handling by dimension

Indexing May the item be indexed (stored, ranked, made findable)? Allowed
Snippet May a short excerpt of the publisher's text be shown? Allowed
AI summary May WeSearch generate its own short summary of the article? Limited
Retrieval / RAG May the content be exposed for third-party retrieval-augmented generation? Not asserted
Model training May the content be used to train AI models? Not asserted
Commercial reuse May the content be reused commercially? Not permitted

Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.

Opening excerpt (first ~120 words) tap to expand

What Colors Are We? Constructing A Good Enough Color Space For Skin Tones If you're just looking for the results, below is a custom color picker based on the color space written in Javascript and a sample procedural generation algorithm in Python (Javascript equivalents are in the page source) - feel free to take this math and go have fun depicting our diverse world! The goal of this project was to define a color space that makes it easier to build inclusive color tools for a variety of contexts - such as character creators or digital art. If you see something here that sparks your curiosity, I would love for you to stick around and read below this section to learn more! R² = (What's R²?) │ Show Sphere What is each direction on the picker adjusting? Jump to that explanation here.

Excerpt limited to ~120 words for fair-use compliance. The full article is at toneyalexander.github.io.

Anonymous · no account needed
Share 𝕏 Facebook Reddit LinkedIn Threads WhatsApp Bluesky Mastodon Email

Discussion

0 comments