Devin

Plan, reason, and verify across multiple levels using multi-step reasoning, tree-of-thought, and structured agent workflows.

Detect and repair security vulnerabilities or operational errors in the agent's own code and environment without manual intervention.

Generate and apply complete design systems from text descriptions or visual examples using AI and modern tooling.

Adapt user interfaces automatically based on device, viewport, user preferences, and contextual signals.

Build and query knowledge graphs automatically to capture relationships between entities, concepts, and project artifacts.

Run agent tasks in isolated, sandboxed environments to prevent malicious or untrusted code from affecting the host system.

Store, retrieve, and evolve contextual and procedural knowledge using vector search, memory layers, and active forgetting.

Monitor external threat intelligence feeds and update security rules automatically to defend against emerging attacks.

Analyze screenshots or screen recordings of UIs to detect visual issues and usability problems, then propose automatic improvements.

Guide for composing complex 3D scenes from reusable components in a React environment.

pmndrs documentation infrastructure and content aggregation.

Primitive and flexible state management for React using atoms.

Extract generalizable lessons from project work and convert them into reusable skills.

Lightweight GUI controls for React applications and creative coding.

AI-powered helpers and primitives from the pmndrs ecosystem.

Postprocessing effects for React Three Fiber scenes.

Spring-physics based animation library for React.

Accessibility helpers for React Three Fiber experiences.

Helpers, abstractions, and ready-to-use components for React Three Fiber.

Declarative 3D scene rendering for React with Three.js.

Scroll-driven storytelling and animation for web experiences.

UI components and layout system for React Three Fiber.

Interactive 3D simulation of an urban neighborhood electricity grid, featuring modern houses, detailed electrical infrastructure, real-time smart meter data, and anomaly detection for power theft.

Proxy-based state management for React and vanilla JavaScript.

Web-based metaverse and immersive experience tools from pmndrs.

VR and AR integration for React Three Fiber applications.

Small, fast, and scalable state management for React.

One-line description of what this skill enables.

Curated design systems, component libraries, and UI resources for building professional interfaces. Companion to ui-ux-pro-max for implementation guidance.

UI/UX design intelligence for web and mobile. Includes 50+ styles, 161 color palettes, 57 font pairings, 161 product types, 99 UX guidelines, and 25 chart types across 10 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui, and HTML/CSS). Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, and check UI/UX code. Projects: website, landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, and mobile app. Elements: button, modal, navbar, sidebar, card, table, form, and chart. Styles: glassmorphism, claymorphism, minimalism, brutalism, neumorphism, bento grid, dark mode, responsive, skeuomorphism, and flat design. Topics: color systems, accessibility, animation, layout, typography, font pairing, spacing, interaction states, shadow, and gradient. Integrations: shadcn/ui MCP for component search and examples.

Build reliable systems that leverage AI while maintaining correctness and transparency.

Design robust, consistent, and developer-friendly APIs.

Evaluate and improve software architecture decisions to ensure scalability, maintainability, and correctness.

Build reliable, scalable, and secure server-side systems.

Design and maintain automated continuous integration and delivery pipelines.

Evaluate code changes for correctness, security, maintainability, and alignment with team standards.

Design, optimize, and review database schemas and queries.

A systematic, evidence-based approach to finding and fixing bugs.

Build, optimize, and manage containerized applications.

Write clear, accurate, and useful documentation.