Apple Human Interface Guidelines
Apple's platform design guidance: foundations, patterns, components, inputs, technologies.
Sourcedeveloper.apple.com/design/human-interface-guidelines
Agent Academy is a free, source-linked library of skills, prompts, MCP servers and bot templates, organised into courses by profession, for people who hand real work to AI agents: 1,467 live resources, each with its original link, license and safety tags.
Plugin
Original text · EnglishA design productivity plugin primarily designed for Cowork, Anthropic's agentic desktop application — though it also works in Claude Code. Helps with design critique, system management, UX writing, accessibility, research synthesis, and developer handoff. Works with any design team — standalone with your input, supercharged when you connect Figma and other tools.
https://github.com/anthropics/knowledge-work-plugins/tree/main/design
claude plugin marketplace add anthropics/knowledge-work-pluginsRepublished in full under its license, with attribution. The source is authoritative.
A design productivity plugin primarily designed for Cowork, Anthropic's agentic desktop application — though it also works in Claude Code. Helps with design critique, system management, UX writing, accessibility, research synthesis, and developer handoff. Works with any design team — standalone with your input, supercharged when you connect Figma and other tools.
claude plugin marketplace add anthropics/knowledge-work-plugins
claude plugin install design@knowledge-work-plugins
Explicit workflows you invoke with a slash command:
| Command | Description |
|---|---|
/critique | Get structured design feedback — usability, visual hierarchy, accessibility, and consistency |
/design-system | Audit, document, or extend your design system — components, tokens, patterns |
/handoff | Generate developer handoff specs — measurements, tokens, states, interactions, and edge cases |
/ux-copy | Write or review UX copy — microcopy, error messages, empty states, onboarding flows |
/accessibility | Run an accessibility audit — WCAG compliance, color contrast, screen reader, and keyboard navigation |
/research-synthesis | Synthesize user research — interviews, surveys, usability tests into actionable insights |
All commands work standalone (describe your design or paste screenshots) and get supercharged with MCP connectors.
Domain knowledge Claude uses automatically when relevant:
| Skill | Description |
|---|---|
design-critique | Evaluate designs for usability, visual hierarchy, consistency, and adherence to design principles |
design-system-management | Manage design tokens, component libraries, and pattern documentation |
ux-writing | Write effective microcopy — clear, concise, consistent, and brand-aligned |
accessibility-review | Audit designs and code for WCAG 2.1 AA compliance |
user-research | Plan, conduct, and synthesize user research — interviews, surveys, usability testing |
design-handoff | Create comprehensive developer handoff documentation from designs |
/critique
Share a Figma link, screenshot, or describe your design. Get structured feedback on usability, visual hierarchy, consistency, and accessibility.
/design-system audit
I'll review your component library for consistency, completeness, and naming conventions. Get a report with specific improvement recommendations.
/ux-copy error messages for payment flow
Get context-appropriate copy with tone guidance, alternatives, and localization notes.
/handoff
Share a Figma link and get a complete spec: measurements, design tokens, component states, interaction notes, and edge cases.
/accessibility
Share a design or URL. Get a WCAG 2.1 AA compliance report with specific issues, severity, and remediation steps.
/research-synthesis
Upload interview transcripts, survey results, or usability test notes. Get themes, insights, and prioritized recommendations.
Every command and skill works without any integrations:
| What You Can Do | Standalone | Supercharged With |
|---|---|---|
| Design critique | Describe or screenshot | Figma MCP (pull designs directly) |
| Design system | Describe your system | Figma MCP (audit component library) |
| Handoff specs | Describe or screenshot | Figma MCP (exact measurements, tokens) |
| UX copy | Describe the context | Knowledge base (brand voice guidelines) |
| Accessibility | Describe or screenshot | Figma MCP, analytics for real usage data |
| Research synthesis | Paste transcripts | User feedback tools (pull raw data) |
> If you see unfamiliar placeholders or need to check which tools are connected, see [CONNECTORS.md](CONNECTORS.md).
Connect your tools for a richer experience:
| Category | Examples | What It Enables |
|---|---|---|
| Design tool | Figma | Pull designs, inspect components, access design tokens |
| User feedback | Intercom, Productboard | Raw feedback, feature requests, NPS data |
| Project tracker | Linear, Asana, Jira | Link designs to tickets, track implementation |
| Knowledge base | Notion | Brand guidelines, design principles, research repository |
| Product analytics | Amplitude, Mixpanel | Usage data for research synthesis and design decisions |
See [CONNECTORS.md](CONNECTORS.md) for the full list of supported integrations.
Apple's platform design guidance: foundations, patterns, components, inputs, technologies.
Sourcedeveloper.apple.com/design/human-interface-guidelines
Curated multilingual directory of ~2,391 public UI resources with visual-style (vs) facets, design KB (specs, skills), JSON endpoints and a recommended design-skill workflow.
Sourcesiinxu.github.io/ui-resource-hub/llms.txt
Workflow: pick ONE direction skill (frontend-design or taste-skill) → search resources by style/kind → build with emil-design-eng → audit with impeccable + web-design-guidelines + accessibility → verify in browser light+dark, mobile.
Sourcesiinxu.github.io/ui-resource-hub/api/skills.json
Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.
Sourcegithub.com/anthropics/skills/blob/main/skills/algorithmic-art/SKILL.md
Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.
Sourcegithub.com/anthropics/skills/blob/main/skills/canvas-design/SKILL.md
A Streamlit application that provides comprehensive design analysis using a team of specialized AI agents powered by Google's Gemini model.
Sourcegithub.com/Shubhamsaboo/awesome-llm-apps/tree/main/advanced_ai_agents/multi_agent_apps/agent_teams/multimodal_design_agent_team