Articles
Curated outbound links grouped by topic.
Extraction
- Hallmark: anti-AI-slop design skill: Hassan El Mghari's 552-line SKILL.md + 65 slop-test gates + 22 themes. Install via
npx skills add nutlope/hallmark.
Taste
The anti-slop field around Hallmark: same diagnosis (models reproduce the statistical centre of their training set), different output shapes.
- Stop letting your agents ship ugly UIs (talk deck): Hassan El Mghari's 17-slide AI Engineer World's Fair 2026 deck, bundled inside the Hallmark repo. Tool-agnostic: seven fixes, Hallmark itself on one slide.
- impeccable: Paul Bakaus. 1 skill + 23 commands + 7 domain reference files + an anti-pattern CLI; the most agent-portable skill in the field.
- taste-skill: 9 specialised variants with 3-dial parameterisation (variance / motion / density): the clearest demo of parameterisation as a skill primitive.
- kami: tw93's constraint-based document-layout sibling: 10 templates, one serif per language, "constraints over instructions."
- frontend-design (Anthropic): ships in default Claude Code. Shows that Anthropic itself ships taste rules as a skill.
- Which AI Made This?: live comparison gallery from Dara A. (@daradoescode). The same note-app landing-page brief is run across models (Fable, Opus, GPT, Gemini, Composer, and others), grouped by skill condition: with Anthropic's frontend-design skill, with taste/UI skills, and without. Each model has five numbered iterations, so you can judge AI-assisted design quality side by side, not just read about it.
- Prompting for frontend aesthetics (Claude cookbook): from October 2025. An early version of what later became skills.
Cultivation
The case studies for this frame (Vercel's product-copywriting skill, the Vercel DS skill cluster, the eval harness coupled to a skill) live in internal Vercel repos and are cited live in the workshop. No public write-up yet.
Vocabulary
- Animation Vocabulary: Emil Kowalski's motion glossary, ~90 named patterns published as "names to describe what you want when prompting an AI."
Field context
- State of AI in Design 2026: Designer Fund + Foundation Capital, n=906.
- ZeroHeight 2026 Design Systems Report: only 11% of teams have working code → design sync.
- State of AI in Design Systems 2026: ZeroHeight's DS-specific deep dive.
- AI is coming for the wrong half of your design system: field-side framing that pairs with the workshop's own.
Standards & specs
- Agent Skills: the format itself.
- design.md (Google Labs): "floor, not ceiling" design-instructions format.
- Design Tokens Format Module 2025.10: W3C Community Group token-format spec.
- Design Tokens specification reaches first stable version: companion announcement.
- Tool Search Tool (Anthropic): the mechanism that makes large skill bundles manageable.
Catalogs & discovery
- The Component Gallery: Design Systems: curated filterable index of public DSs.
- AWESOMEDESIGN: design-system inspirations from popular websites.
- ethos-design-system: specific public DS, useful as a "could-be-a-skill-but-isn't-yet" exhibit.
- UI Skills: curated skill directory for design engineers: accessibility, motion, frontend craft, with copy-ready install commands.
- Higgsfield Skills: image/video generation models packaged as installable agent skills; skills as a vendor distribution channel.
- Mobbin MCP: real-app screenshot library exposed over MCP. Evaluated for the workshop's design-craft reference and rejected: tool-dependent workflows don't belong in a static file.
Companion methodology
- Writing a good CLAUDE.md (Humanlayer): the instruction-file authoring pattern that informs SKILL.md authoring.
- to-issues: break a plan into GitHub issues: adjacent skill by Matt Pocock.