Latest Agent Skills

Analyze Stitch projects and synthesize a semantic design system into DESIGN.md files

Create beautiful, accessible user interfaces with shadcn/ui components (built on Radix UI + Tailwind), Tailwind CSS utility-first styling, and canvas-based visual designs. Use when building user interfaces, implementing design systems, creating responsive layouts, adding accessible components (dialogs, dropdowns, forms, tables), customizing themes and colors, implementing dark mode, generating visual designs and posters, or establishing consistent styling patterns across applications.

Three.js shaders - GLSL, ShaderMaterial, uniforms, custom effects. Use when creating custom visual effects, modifying vertices, writing fragment shaders, or extending built-in materials.

Three.js asset loading - GLTF, textures, images, models, async patterns. Use when loading 3D models, textures, HDR environments, or managing loading progress.

Generate walkthrough videos from Stitch projects using Remotion with smooth transitions, zooming, and text overlays

When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the user says "write copy for," "improve this copy," "rewrite this page," "marketing copy," "headline help," "CTA copy," "value proposition," "tagline," "subheadline," "hero section copy," "above the fold," "this copy is weak," "make this more compelling," or "help me describe my product." Use this whenever someone is working on website text that needs to persuade or convert. For email copy, see emails. For popup copy, see popups. For editing existing copy, see copy-editing. For the offer underneath the copy (bonuses, guarantees, value framing), see offers.

Use when implementing 2D physics interactions with Matter.js, including Engine/World setup, Render/Runner configuration, adding bodies and constraints, and scroll/interaction-friendly canvas scenes.

Use when implementing globe.gl (Globe.GL) for 3D globe data visualization with WebGL/ThreeJS, including setup, data layers (points, arcs, polygons, labels), and integration patterns in plain HTML or React.

When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions "onboarding flow," "activation rate," "user activation," "first-run experience," "empty states," "onboarding checklist," "aha moment," "new user experience," "users aren't activating," "nobody completes setup," "low activation rate," "users sign up but don't use the product," "time to value," or "first session experience." Use this whenever users are signing up but not sticking around. For signup/registration optimization, see signup. For ongoing email sequences, see emails.

Use when adding animated WebGL background effects with Vanta.js (setup, parameters, resizing, performance, integration in React/Next.js).

Use when building or debugging interactive 3D scenes on the web with Three.js (scene/camera/renderer, lights/materials, GLTF loading, controls, performance). Helpful for designers shipping 3D UI moments.

Use when the user asks to audit, review, critique, or "make sure it looks right" on a deployed web page, component, or Figma mockup — or when they mention visual issues, CRO, conversion rate, design consistency, accessibility, "feels off", "looks bad", "make it pop", "looks like AI slop". Triggers on keywords like "audit the page", "review the design", "what's wrong with this UI", "CRO audit", "a11y check", "visual hierarchy", "typography check", "does this look right". Activation also recommended after any significant frontend change on gotcontext.ai before calling the work done.

Use when adding a lightweight interactive globe with cobe (canvas setup, markers, interaction, performance, integration with React/Next.js).

Use when the user wants to clone, replicate, rebuild, reverse-engineer, or copy any website — or says 'make a copy of this site', 'rebuild this page', 'pixel-perfect clone'. Reverse-engineers one or more sites in one shot: extracts assets, CSS, and content section-by-section, then proactively dispatches parallel builder agents in worktrees as it goes (foreman pattern, not inspect-then-build). Provide one or more target URLs as arguments; requires browser automation (Chrome MCP/Playwright/Browserbase/Puppeteer). Pixel-perfect fidelity default: visual layout, styling, components, responsive design, mock data — NOT real backend/auth/real-time/SEO/accessibility unless specified.

Use when generating, prototyping, or iterating on UI designs (prototypes, wireframes, slide decks, landing/dashboard mockups) with Anthropic's Claude Design tool at claude.ai/design — particularly when you want a design system applied automatically and a clean handoff into Claude Code for implementation.

Use when designing AI product first-run or blank-slate UX — chat empty state, example prompts, capability discovery, templates, nudges, or follow-ups. Trigger on "users don't know what to ask", onboarding, suggestion chips, or discoverability.

Use when asked to "QA this", "is this ready to ship?", "test it like a user", "bug hunt", "sign off this build/phase", or before declaring a web app / feature shippable — a real-user QA pass that files severity-ranked bug reports and returns a binary ship verdict. Not for visual/CRO polish (frontend-audit) or fixing an already-reported UI bug (ui-fix-observe-first).

When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions "paywall," "upgrade screen," "upgrade modal," "upsell," "feature gate," "convert free to paid," "freemium conversion," "trial expiration screen," "limit reached screen," "plan upgrade prompt," "in-app pricing," "free users won't upgrade," "trial to paid conversion," or "how do I get users to pay." Use this for any in-product moment where you're asking users to upgrade. Distinct from public pricing pages (see cro) — this focuses on in-product upgrade moments where the user has already experienced value. For pricing decisions, see pricing.

Use when designing or auditing AI product human-in-the-loop — write approval, proposal accept/reject, action confirm, spend caps, run detail, memory capture, or any AI action with irreversible blast radius. Trigger on confirmation UX, undo, cost-before-act, show-the-plan, citations, or keeping the owner in control.

Create strategic HTML presentations with Chart.js, design tokens, responsive layouts, copywriting formulas, and contextual slide strategies.

Comprehensive design skill: brand identity, design tokens, UI styling, logo generation (55 styles, Gemini AI), corporate identity program (50 deliverables, CIP mockups), HTML presentations (Chart.js), banner design (22 styles, social/ads/web/print), icon design (15 styles, SVG, Gemini 3.1 Pro), social photos (HTML→screenshot, multi-platform). Actions: design logo, create CIP, generate mockups, build slides, design banner, generate icon, create social photos, social media images, brand identity, design system. Platforms: Facebook, Twitter, LinkedIn, YouTube, Instagram, Pinterest, TikTok, Threads, Google Ads.

Teaches agents to iteratively build websites using Stitch with an autonomous baton-passing loop pattern

Use when you need to add or debug professional web animations with GSAP (timelines, ScrollTrigger, stagger, transforms) in HTML/CSS/JS/React. Includes patterns for smooth motion, performance, and common pitfalls.

Brand voice, visual identity, messaging frameworks, asset management, brand consistency. Activate for branded content, tone of voice, marketing assets, brand compliance, style guides.

When the user wants to optimize signup, registration, account creation, or trial activation flows. Also use when the user mentions "signup conversions," "registration friction," "signup form optimization," "free trial signup," "reduce signup dropoff," "account creation flow," "people aren't signing up," "signup abandonment," "trial conversion rate," "nobody completes registration," "too many steps to sign up," or "simplify our signup." Use this whenever the user has a signup or registration flow that isn't performing. For post-signup onboarding, see onboarding. For lead capture forms (not account creation), see cro.

When the user wants to create or optimize popups, modals, overlays, slide-ins, or banners for conversion purposes. Also use when the user mentions "exit intent," "popup conversions," "modal optimization," "lead capture popup," "email popup," "announcement banner," "overlay," "collect emails with a popup," "exit popup," "scroll trigger," "sticky bar," or "notification bar." Use this for any overlay or interrupt-style conversion element. For forms outside of popups, see cro. For general page conversion optimization, see cro.

Use when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, extract, or otherwise improve a frontend interface. Covers websites, landing pages, dashboards, product UI, app shells, components, forms, settings, onboarding, and empty states. Handles UX review, visual hierarchy, information architecture, cognitive load, accessibility, performance, responsive behavior, theming, anti-patterns, typography, fonts, spacing, layout, alignment, color, motion, micro-interactions, UX copy, error states, edge cases, i18n, and reusable design systems or tokens. Also use for bland designs that need to become bolder or more delightful, loud designs that should become quieter, live browser iteration on UI elements, or ambitious visual effects that should feel technically extraordinary. Not for backend-only or non-UI tasks.

When the user wants to optimize, improve, or increase conversions on any marketing page or form — including homepage, landing pages, pricing pages, feature pages, lead capture forms, or contact forms. Also use when the user says 'CRO,' 'conversion rate optimization,' 'this page isn't converting,' 'improve conversions,' 'why isn't this page working,' 'my landing page sucks,' 'form abandonment,' 'nobody's converting,' 'low conversion rate,' or 'this page needs work.' Use this even if the user just shares a URL and asks for feedback. For signup/registration flows, see signup. For post-signup activation, see onboarding. For popups/modals, see popups.

Generates Gantt charts with task dependencies, critical path analysis, and resource allocation

Implements gamification elements in educational content with points, badges, leaderboards, and quests

Map career development paths with skill gap analysis and learning recommendations

Enhance bug reports with reproduction steps, environment details, and severity classification

Creates comprehensive business plans with market analysis, financial projections, and competitive landscape

Generates structured abstracts for research papers with background, methods, results, and conclusions

Builds yoga sequences with pose transitions, difficulty progression, and breathing pattern integration

Assists with visual effects compositing workflows including green screen, particle effects, and color matching

Crafts UX copy for buttons, error messages, onboarding flows, and empty states with tone guidelines

Designs synthesizer patches with oscillator configurations, filter settings, and modulation routing

Creates SwiftUI views with data binding, animations, and platform-specific adaptations for iOS/macOS

Applies artistic styles to photographs using neural style transfer with fine-grained control

Creates visual storyboards from scripts with shot composition, camera angles, and timing notes

Monitors SLA compliance with real-time dashboards, breach alerts, and performance reporting

Creates size charts with measurement conversions, fit recommendations, and international sizing standards

Builds automated email sequences for onboarding, nurturing, and re-engagement with A/B test variants

Writes engaging video scripts with hooks, transitions, B-roll suggestions, and call-to-action placement

Designs Redis caching strategies with key patterns, TTL policies, and eviction configurations

Proofreads academic writing for grammar, style consistency, jargon clarity, and formal tone

Write news articles following AP style with inverted pyramid structure and fact attribution

Designs ETL/ELT data pipelines with Apache Airflow, dbt, or Prefect configurations

Calculates payroll with tax withholdings, benefits deductions, overtime, and multi-state compliance

Searches automotive parts catalogs with VIN decoding, compatibility checking, and price comparison

Creates NFT collections with metadata generation, IPFS storage, and minting contract deployment

Composes professional emails with appropriate tone, structure, and follow-up suggestions

Creates professional logo concepts with multiple variations, color palettes, and brand guidelines

Assesses image quality with blur detection, noise estimation, and aesthetic scoring

Creates consistent icon sets in multiple sizes and formats for web and mobile applications

Generates HR policies for remote work, PTO, harassment prevention, and workplace safety compliance

Designs gRPC services with Protocol Buffer definitions, streaming patterns, and error handling

Optimizes smart contract gas consumption with storage patterns, batch operations, and assembly usage

Analyzes and optimizes firewall rules to reduce attack surface while maintaining connectivity