Use when you need durable memory over documents — ingest files/notes into a typed knowledge graph and recall facts with their relationships. Build a knowledge base from PDFs, markdown, or pasted text, then ask grounded questions.
Use shadcn/ui chat interface components — MessageScroller, Message, Bubble, Attachment, Marker. Composable primitives for building streaming chat UIs. Use when building AI chat interfaces, support inboxes, or any conversation UI with shadcn/ui.
Use shadcn/typeset — a CSS-only styling system for HTML and rendered markdown. One class, streaming-safe, theme-aware. Use when styling raw HTML/markdown content in shadcn/ui projects for blog posts, docs, chat messages, or AI-generated content.
Install and use html-anything — the agentic HTML editor where your local AI agent writes HTML and you ship it. 75 skills × 9 surfaces, BYOK, zero API key. Use when building magazine articles, keynote decks, resumes, posters, social cards, web prototypes, data reports, or Hyperframes videos with AI coding agents.
Build Tailwind v4 design token systems with @theme inline + OKLCH + color-mix(). Use when creating a new project with Tailwind v4, migrating from v3, or setting up a design system that AI coding agents should follow.
Connect AI agents to WordPress via MCP — native WP 7.0 adapter, WP Navigator, NibWP, Publishio. AI agents create drafts, manage content, audit SEO, build pages, and switch page builders.
Full-stack diagnostic for agent and LLM applications. Audits the 12-layer agent stack for wrapper regression, memory pollution, tool discipline failures, hidden repair loops, and rendering corruption. Produces severity-ranked findings with code-first fixes. Essential for developers building agent applications…
Build persistent multi-agent operating systems on Claude Code. Covers kernel architecture, specialist agents, slash commands, file-based memory, scheduled automation, and state management without external databases.
Use Framer 3.0 Agents and External Agents — AI-driven website building, design, and CMS management from Claude Code, Cursor, and Codex. Canvas-native agents generate pages, designs, layouts, code components, and run audits.
Use Framesmith MCP server to give AI agents a visual design canvas — sketch UI, review in browser, agree on design before writing framework code. Scene graph → HTML/CSS → PNG rendering with evaluation and auto-fix.
Use Webflow MCP server + AI Assistant — AI agents design pages, manage CMS, run SEO/AEO audits, and generate code. Includes AEO (Answer Engine Optimization) for AI search visibility.
Use Zephyr Framework for zero-JS interactive web components with built-in MCP server, A2UI catalog, and Agent API. AI agents control live UI through typed tools, not generated markup.
Regression testing strategies for AI-assisted development. Sandbox-mode API testing without database dependencies, automated bug-check workflows, and patterns to catch AI blind spots where the same model writes and reviews code.
Protected Health Information (PHI) and Personally Identifiable Information (PII) compliance patterns for healthcare applications. Covers data classification, access control, audit trails, encryption, and common leak vectors.
Browser automation CLI built for AI agents - compact ref-based text output (200-400 tokens vs 3000-5000 for full DOM), native Rust, 50+ commands. Default browser-automation tool for the fleet. Use for any web navigation, scraping, form-filling, screenshots, or testing from the shell.
Manage Apple/macOS personal apps and device workflows from Hermes, including Apple Notes, Reminders, Find My, iMessage/SMS, and UI automation. Use when a task involves Apple ecosystem data or macOS-only CLIs such as memo, remindctl, imsg, FindMy.app, AppleScript, or Peekaboo.