ai-ux

MagenticLite is an experimental agent that works across the browser and local file system

A shared language for designing and communicating AI experiences.

Split-pane canvas UI for OpenClaw agents — dashboards, kanban boards, charts, spreadsheets, and more, rendered by AI on the fly

AI Interactive — The interaction layer where intent flows freely between humans and AI. An open exploration of human-AI interaction patterns.

The 12-skill AI UX design engine for Claude Code & GitHub Copilot — purpose-built for designing UX for AI products, agents, and experiences.

AI Thinking Animation Generator

A self-contained design system for AI-assisted workflows and agentic interfaces — copilots, workflow automation, incident triage, research assistants, prompt orchestration, and human-in-the-loop dashboards. Built with semantic design tokens, dark/light themes, and an executable component contract for AI coding agents.

GestureBind is a cross-platform desktop app that maps hand gestures (via webcam) to system actions like hotkeys, app launches, or shell commands. Built with Python, OpenCV, MediaPipe (YOLOv8 planned), and PyQt5, it features YAML configs, profile management, system tray support, and on-screen feedback — all processed locally for privacy.

Most failed enterprise AI is a pattern problem, not a model problem. A Claude Skill that picks the interaction pattern and autonomy level for a service journey, with the organizational cost, trust mechanics, and metrics attached.

A structured, repeatable system for designing and prototyping AI-enabled product experiences.

A behavioural operating system for human–technology interaction. Services → Solutions → Neural Matrix.

Real-time oversight of LLM agents — watch the agent execute, approve or edit every tool call, abort if it goes sideways. Third piece of the trilogy with Sentinel + Recourse.

State-of-the-art email productivity interface built with Next.js 16 & Ant Design 5. Features dynamic Kanban triage, real-time updates, and Gemini-integrated email intelligence.

Noir-inspired legal-tech AI SaaS mockup for document analysis, timeline building, issue spotting, evidence review, and export summaries.

A research prototype in UI/UX: a mechanical bench for working with complex structures of meaning.

Production-tested UX patterns for AI products: streaming, RAG citations, token-cost transparency, quota fallback, evals, empty states — with real screens

Sentinel — embeddable inline AI oversight. Wraps the host AI's output in place so the human expert can validate, correct, and audit without leaving their workflow.

AIUX Skills for Claude Code: 38 AI UX pattern skills from aiuxdesign.guide. npx skills add imsaif/aiux-skills

Human-paced AI responses with progressive disclosure and transparent usage tradeoffs.

A working UX systems prototype for agentic AI travel experiences, modeling explicit states, autonomy boundaries, confidence signals, and recovery patterns.