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StyleSeed

v2.10.0 Feature

This release adds 2 notable features for engineering teams evaluating rollout.

✓ No known CVEs patched
Read the diff → Tool health → What is this tool? →

✓ No known CVEs patched in this version

Topics

ai-coding ai-design ai-ui claude-code claude-design claude-skills
+14 more
cursor design-judgment design-system design-tokens nextjs radix-ui react react-components shadcn shadcn-ui tailwindcss typescript ui-design vibe-coding

Affected surfaces

breaking_upgrade

Summary

AI summary

/ss-verify adds a visual quality gate that renders screenshots and scores pixel-level AI-made telltale signs.

Changes in this release

Feature Medium

Added `/ss-verify` visual gate that renders and scores screenshots.

Added `/ss-verify` visual gate that renders and scores screenshots.

Source: llm_adapter@2026-07-16

Confidence: high

Feature Medium

Quality Gate now performs two sequential passes: `/ss-score` then `/ss-verify` when a screen renders.

Quality Gate now performs two sequential passes: `/ss-score` then `/ss-verify` when a screen renders.

Source: llm_adapter@2026-07-16

Confidence: high

Feature Low

Updated documentation: run `/ss-update` or `npx skills add bitjaru/styleseed` to apply changes.

Updated documentation: run `/ss-update` or `npx skills add bitjaru/styleseed` to apply changes.

Source: llm_adapter@2026-07-16

Confidence: high

Full changelog

The gate now has eyes. /ss-score reads the code — but some of the worst "AI-made" tells only exist in pixels, and a code-reading gate is blind to every one: a hero that doesn't actually dominate, a lower third of dead whitespace, a web font that silently failed to load and fell back to Times, two colors that look like two accents once rendered, an empty state that's a blank white void. A human catches these in half a second.

Added

  • /ss-verify — the VISUAL gate. It renders the screen (dev server + headless screenshot, a static file, or an isolated component harness), the agent looks at the image, and scores the same StyleSeed gate against what it actually sees: the squint "does this look AI-made" test, whether one element truly dominates, dead/cramped space, fonts that didn't load, hues that read as two accents, contrast as rendered, optical alignment. It renders the empty/loading/error states too — the blank-void failure you can only catch by looking — then fixes and re-renders until it passes. Never claims a visual pass without a real screenshot; falls back to /ss-score if nothing can render.

Changed

  • The Quality Gate is now two passes in order: /ss-score (code-clean, cheap) → /ss-verify (pixel-clean, the real bar) whenever the screen renders. /ss-build finishes a renderable screen with it. Wired into the CLAUDE.md / AGENTS.md gates, /ss-build, and llms.txt. 19 skills total.

Update: run `/ss-update`, or `npx skills add bitjaru/styleseed`.

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Beta — feedback welcome: [email protected]