Our favorite skills.

A practical collection of 116 skills we use and recommend for research, coding, design, video, writing, and the work around it.

Browse skills

116 skills

Images

Ad Creative

Generate/iterate static, motion, faceless, chat-style ad concepts and copy variants.

Use it when: Existing offer, audience, channel; does not replace campaign targeting/budget decision.

Review source
npx skills add coreyhaines31/marketingskills --skill ad-creative
Research
Official

Agent Browser

AI agent browser CLI: navigate, click, form, screenshot, extract, web/Electron QA.

Use it when: Real browser interaction/verification; send, purchase, and publish still need approval.

Review source
npx skills add vercel-labs/agent-browser --skill agent-browser
Writing

AI SEO

Improve AI answer/citation visibility: AEO, GEO, LLMO, agent-readable content.

Use it when: Use it to improve visibility in AI answers and citations; keep traditional technical SEO in the workflow.

Review source
npx skills add coreyhaines31/marketingskills --skill ai-seo
Images
Official

Algorithmic Art

Build reproducible generative art with p5.js, seeded randomness, flow fields, and particles.

Use it when: Want a code-driven/tunable visual; not a photo-real image generator.

Review source
npx skills add anthropics/skills --skill algorithmic-art
Animation
Gem

Animation Vocabulary

Convert fuzzy motion descriptions into formal terms to facilitate precise prompt/brief.

Use it when: Use it when you need the correct name for a motion effect; it names patterns but does not implement them.

Review source
npx skills add emilkowalski/skills --skill animation-vocabulary
Design

Apple Design

Translate Apple-style physical motion, gesture, spring, material, typography to the web.

Use it when: Sheet, drag, swipe, interruptible interaction; it does not mean copying Apple UI.

Review source
npx skills add emilkowalski/skills --skill apple-design
Documents & data
Official

Better Auth Best Practices

Better Auth server/client, adapter, session, OAuth, plugins, env setup.

Use it when: Use it in TypeScript projects using Better Auth; pair it with security-specific guidance for hardening.

Review source
npx skills add better-auth/skills --skill better-auth-best-practices
Planning
Favorite

Brainstorming

Explore intent, requirement, constraint and design alternative before implementation.

Use it when: Feature, component, behavior change; not suitable for pure factual edit.

Review source
npx skills add obra/superpowers --skill brainstorming
Images
Official

Brand Guidelines

Integrate the branded colors, typography, and format rules into the artifact.

Use it when: Existing brand spec; Anthropic preset should not be misused as your own brand.

Review source
npx skills add anthropics/skills --skill brand-guidelines
Images
GemFavorite

Brandkit

Generate brand board, logo system, identity deck, mockup and visual world.

Use it when: To establish a complete identity direction; do not treat the first logo output as the finished product.

Review source
npx skills add leonxlnx/taste-skill --skill brandkit
Research

Browser Act

Encapsulate browser actions into reusable automation workflows.

Use it when: Repeat public web task; first limit domain, step and side effects.

Review source
npx skills add browser-act/skills --skill browser-act
Research
Official

Browser Use

Control the browser through CDP and do automation, scraping, testing and screenshots.

Use it when: Requires browser state/visual interaction; login/anti-bot should not be bypassed.

Review source
npx skills add browser-use/browser-use --skill browser-use
Images
Official

Canvas Design

Create original PNG/PDF posters, artwork, and static compositions based on design principles.

Use it when: Static visual; direct imitation of living artists is prohibited.

Review source
npx skills add anthropics/skills --skill canvas-design
Engineering

Code Review

Check Standards compliance simultaneously with Spec compliance, side-by-side findings.

Use it when: Review branch/PR/WIP diff; there must be a fixed comparison point.

Review source
npx skills add mattpocock/skills --skill code-review
Writing

Content Strategy

Define content pillars, topic clusters, an editorial roadmap, and the right mix of searchable and shareable work.

Use it when: Use it to decide what to publish; use a writing skill afterward to create each piece.

Review source
npx skills add coreyhaines31/marketingskills --skill content-strategy
Writing

Copy Editing

Improve the clarity, flow, tone, and consistency of existing copy while retaining the original author's intent.

Use it when: Use it when a draft already exists; it improves execution without redefining the underlying strategy.

Review source
npx skills add coreyhaines31/marketingskills --skill copy-editing
Writing

Copywriting

Write/revise landing page, headline, CTA, value proposition, product copy.

Use it when: Use it with real product context and an honest offer; never invent proof, outcomes, or customer evidence.

Review source
npx skills add coreyhaines31/marketingskills --skill copywriting
Animation

CSS Animations

Create seek-safe, deterministic motion with CSS keyframes.

Use it when: Lightweight/predictable results; use other runtimes for complex interactive timelines.

Review source
npx skills add heygen-com/hyperframes --skill css-animations
Design
GemFavorite

Design Taste Frontend

Derive a distinctive, anti-generic design direction from the brief, with redesign analysis and a preflight review.

Use it when: Use it for landing pages, portfolios, and campaigns; choose one strong taste system rather than stacking several.

Review source
npx skills add leonxlnx/taste-skill --skill design-taste-frontend
Engineering

Diagnosing Bugs

Turn bug symptoms into a reproducible diagnosis, supporting evidence, and a focused next step.

Use it when: Complex regression/unknown cause; do not jump directly to patch.

Review source
npx skills add mattpocock/skills --skill diagnosing-bugs
Planning

Dispatching Parallel Agents

Determine whether 2+ tasks can be safely parallelized, and clearly define the output contract.

Use it when: Independent research/review/tests; do not use if there is sequential dependency.

Review source
npx skills add obra/superpowers --skill dispatching-parallel-agents
Writing
Official

Doc Coauthoring

Structured coauthoring: context transfer, outline, iteration, reader verification.

Use it when: Proposal, spec, decision doc; not one-click ghostwriting.

Review source
npx skills add anthropics/skills --skill doc-coauthoring
Documents & data
Official

Docx

Read/create/edit Word files, format, tracked changes, comments, images.

Use it when: `.docx` is mainly for input/output; it is not for general plain text writing.

Review source
npx skills add anthropics/skills --skill docx
Writing

Edit Article

Reorganize article sections, tighten prose, and improve argument and readability.

Use it when: Use it on a substantial second draft; retain the publication’s voice and run a separate fact check.

Review source
npx skills add mattpocock/skills --skill edit-article
Design

Emil Design Eng

Focus on design engineering craft, micro-interaction, physical motion and refined UI details.

Use it when: Product interaction polishing; not backend architecture skill.

Review source
npx skills add emilkowalski/skills --skill emil-design-eng
Planning

Executing Plans

Execute according to the existing written plan, keeping checkpoint and review gate.

Use it when: Already have an approved plan; not responsible for redefining requirements.

Review source
npx skills add obra/superpowers --skill executing-plans
Planning
Official

Find Skills

Search the open Agent Skills ecosystem and find candidates by task, source, and signal.

Use it when: Use it when an agent lacks a focused capability; review every candidate before installing it.

Review source
npx skills add vercel-labs/skills --skill find-skills
Engineering

Finishing A Development Branch

After tests pass, present clear options for merging, opening a PR, retaining the branch, or cleaning it up.

Use it when: Use it when a feature branch is ready to close; it should not push or merge without approval.

Review source
npx skills add obra/superpowers --skill finishing-a-development-branch
Documents & data
Official

Firebase Basics

Firebase project setup, core product selection, SDK integration basics.

Use it when: Firebase stack onboarding; product-specific auth/hosting/data to load the corresponding skill.

Review source
npx skills add firebase/agent-skills --skill firebase-basics
Research
OfficialFavorite

Firecrawl

Search, scrape, crawl, extract public web, and output agent-friendly data.

Use it when: Use it for broad discovery, then read only the pages that can change the decision; respect robots rules and usage credits.

Review source
npx skills add firecrawl/cli --skill firecrawl
Frontend
Official

Frontend Design

Establish distinctive UI direction, typography, layout, and reduce templated defaults.

Use it when: Use it for a new interface or major redesign; run accessibility and implementation QA separately.

Review source
npx skills add anthropics/skills --skill frontend-design
Video

General Video

Turn a general brief/script into a full video composition.

Use it when: Use it when no narrower video workflow fits; prefer a dedicated skill for product promos, PR videos, or faceless explainers.

Review source
npx skills add heygen-com/hyperframes --skill general-video
Engineering
Gem

Git Guardrails Claude Code

Install PreToolUse hook to block dangerous git commands.

Use it when: If you want to change security rules into mechanical enforcement; you need to approve the scope before modifying hooks.

Review source
npx skills add mattpocock/skills --skill git-guardrails-claude-code
Design

Gpt Taste

AIDA page structure, editorial type, gapless bento, GSAP ScrollTrigger cinematic motion.

Use it when: Campaign/storytelling site; simple app shell may be overkill.

Review source
npx skills add leonxlnx/taste-skill --skill gpt-taste
Planning
GemFavorite

Grill Me

Use intensive interviews to stress-test plans/designs, and proactively look for assumptions and ambiguities.

Use it when: High risk or poorly defined decisions; user participation required.

Review source
npx skills add mattpocock/skills --skill grill-me
Planning
Gem

Grill With Docs

The stress testing plan also creates durable docs such as ADR and glossary.

Use it when: Complex domain/long-term project; not quick answer.

Review source
npx skills add mattpocock/skills --skill grill-with-docs
Design
Gem

High End Visual Design

Make premium agency fonts, spacing, shadows, cards and motion explicit rules.

Use it when: High-value marketing surface; data-heavy internal tool should be used with caution.

Review source
npx skills add leonxlnx/taste-skill --skill high-end-visual-design
Animation

Hyperframes Animation

HyperFrames motion rules, scene blueprints, GSAP/Lottie/Three.js/WAAPI adapters.

Use it when: HyperFrames composition; not an introduction to general web animation.

Review source
npx skills add heygen-com/hyperframes --skill hyperframes-animation
Animation

Hyperframes Core

Define deterministic composition contract, timing attributes, tracks, sub-compositions, validation.

Use it when: Before writing HyperFrames HTML; not applicable to other video frameworks.

Review source
npx skills add heygen-com/hyperframes --skill hyperframes-core
Animation

Hyperframes Creative

Define palette, typography, narration, beat planning, audio-reactive visuals, and the overall creative specification.

Use it when: Video creative direction; actual motion API handed over to animation skill.

Review source
npx skills add heygen-com/hyperframes --skill hyperframes-creative
Video

Hyperframes

HTML-first agent video router coordinates core, creative, animation, media, and render workflows.

Use it when: Want to use HTML/CSS/GSAP to create videos; wide capabilities mean a larger attack surface.

Review source
npx skills add heygen-com/hyperframes --skill hyperframes
Frontend
GemFavorite

Image To Code

Make/analyze large-size section visuals first, then implement high-fidelity websites.

Use it when: Visual fidelity is the main acceptance criterion; it is not required for ordinary CRUD.

Review source
npx skills add leonxlnx/taste-skill --skill image-to-code
Images

Image

Plan/generate/edit marketing images: hero, social graphic, mockup, banner, OG image.

Use it when: First determine the purpose, proportion, brand and channel; it does not replace paid-ad strategy.

Review source
npx skills add coreyhaines31/marketingskills --skill image
Images

ImageGen Frontend Mobile

Establish app-native multi-screen concepts, emphasizing hierarchy, readability and consistent palette.

Use it when: Mobile flow/screen exploration; only generate visual, do not write production code.

Review source
npx skills add leonxlnx/taste-skill --skill imagegen-frontend-mobile
Images
Gem

ImageGen Frontend Web

Generate independent, actionable, high-quality reference images for each website section.

Use it when: Use it for visually critical websites; control generation cost and keep the sections within one coherent system.

Review source
npx skills add leonxlnx/taste-skill --skill imagegen-frontend-web
Engineering

Improve Codebase Architecture

Find module seams, dependency problems, and concrete opportunities to improve a codebase’s architecture.

Use it when: Use it when accumulated structural friction is slowing work; avoid purposeless rewrites.

Review source
npx skills add mattpocock/skills --skill improve-codebase-architecture
Design

Industrial Brutalist UI

Swiss print × military terminal: rigid grid, extreme type scale, utilitarian color, analog degradation.

Use it when: Portfolio/dashboard/editorial concept; for general consumption apps, brand fit must be confirmed first.

Review source
npx skills add leonxlnx/taste-skill --skill industrial-brutalist-ui
Writing
Official

Internal Comms

Write status, leadership updates, FAQs, incident/project updates in a consistent format.

Use it when: Internal communication within the company; change to the company's real format instead of copying the template.

Review source
npx skills add anthropics/skills --skill internal-comms
Research

Just Scrape

Extract public pages into clean structured content to reduce handwriting scrapers.

Use it when: Targeted extraction; stop when encountering 401/403/429/challenge.

Review source
npx skills add scrapegraphai/just-scrape --skill just-scrape
Writing

Marketing Psychology

Apply behavioral science such as anchoring, loss aversion, social proof, and framing to marketing decisions.

Use it when: Explanation/design persuasion; not for manipulation or false scarcity.

Review source
npx skills add coreyhaines31/marketingskills --skill marketing-psychology
Documents & data
OfficialFavorite

MCP Builder

Design high-quality MCP server, tool schema, error handling and Python/TypeScript implementation.

Use it when: Agent needs to connect to external service; do not wrap all ordinary local functions with MCP.

Review source
npx skills add anthropics/skills --skill mcp-builder
Design

Minimalist UI

Warm monochrome, editorial typography, flat bento, muted palette, prohibit heavy shadow/gradient.

Use it when: Editorial/calm product; if you need strong spectacle, it doesn’t match.

Review source
npx skills add leonxlnx/taste-skill --skill minimalist-ui
Animation

Motion Graphics

Create kinetic typography, graphic scenes, transition choreography.

Use it when: Motion-design deliverable; requires render/media pipeline.

Review source
npx skills add heygen-com/hyperframes --skill motion-graphics
Video

Music To Video

Lyric video, slideshow or kinetic promo powered by audio beat grid.

Use it when: Music leads pacing; narrated explainer is used in other workflows.

Review source
npx skills add heygen-com/hyperframes --skill music-to-video
Documents & data
Official

PDF

PDF read, OCR, forms, merge, split, create, extract images/tables.

Use it when: PDF artifact; check layout/render first, don’t just extract text.

Review source
npx skills add anthropics/skills --skill pdf
Research
Official

Playwright Cli

Microsoft Playwright CLI operates browser, debug selector, capture evidence.

Use it when: Web QA/repro/browser inspection; not equal to product acceptance criteria.

Review source
npx skills add microsoft/playwright-cli --skill playwright-cli
Documents & data
Official

Pptx

Create/edit/inspect PowerPoint, layouts, notes, comments, templates.

Use it when: `.pptx`/deck deliverable; someone still needs to be responsible for argument and visual QA on each page.

Review source
npx skills add anthropics/skills --skill pptx
Video

Product Launch Video

Make SaaS promo, feature reveal, launch video from product URL, script or brief.

Use it when: Commercial product release; generally use website-to-video for site tour.

Review source
npx skills add heygen-com/hyperframes --skill product-launch-video
Engineering

Receiving Code Review

Verify whether review feedback is technically valid and avoid blind pandering.

Use it when: Receive vague/questionable suggestions; respond with repo evidence.

Review source
npx skills add obra/superpowers --skill receiving-code-review
Frontend

Redesign Existing Projects

Improve an existing interface without discarding working product behavior or established constraints.

Use it when: Use it for a real redesign of an existing product, not as permission to rebuild everything from scratch.

Review source
npx skills add leonxlnx/taste-skill --skill redesign-existing-projects
Video
Official

Remotion Best Practices

Remotion official composition, animation, audio, caption, render, media and SaaS guidance.

Use it when: Use it for React and TypeScript programmatic video; review any dependency or security warning in context.

Review source
npx skills add remotion-dev/skills --skill remotion-best-practices
Animation
Gem

Remotion Interactivity

Keep Remotion animation agent-readable and Studio Visual Mode editable.

Use it when: New Remotion interactive workflow; very new, only project-local experiment.

Review source
npx skills add remotion-dev/skills --skill remotion-interactivity
Animation

Remotion To Hyperframes

One-way porting of existing Remotion React composition to HyperFrames HTML.

Use it when: Clear migration request; not triggered by "reference Remotion style".

Review source
npx skills add heygen-com/hyperframes --skill remotion-to-hyperframes
Engineering

Requesting Code Review

Establish a formal review checkpoint before Major feature/merge.

Use it when: After Implementation is completed and tests pass; it does not replace tests.

Review source
npx skills add obra/superpowers --skill requesting-code-review
Research

Research

Investigate an engineering/product issue and save source-backed findings.

Use it when: Issues that require changes to the implementation decision; do not use hot discussions to replace primary artifacts.

Review source
npx skills add mattpocock/skills --skill research
Design
Gem

Review Animations

Review motion code using hard criteria such as purpose, frequency, easing, duration, origin, GPU, a11y, etc.

Use it when: Animation PR review; only review, no general features.

Review source
npx skills add emilkowalski/skills --skill review-animations
Documents & data
Official

Sentry Cli

Sentry CLI releases, sourcemaps, artifacts, projects, issues related operations.

Use it when: Sentry-integrated repo; any upload/release mutation must retain approval.

Review source
npx skills add sentry/dev --skill sentry-cli
Writing

SEO Audit

Diagnose technical/on-page SEO, crawl, indexing, metadata, Core Web Vitals.

Use it when: Audit first and then change; no ranking guaranteed.

Review source
npx skills add coreyhaines31/marketingskills --skill seo-audit
Frontend

Shadcn

Discover, install, and compose shadcn/ui components through its registry workflow.

Use it when: Use it in a shadcn-based stack; it does not replace product-specific visual direction.

Review source
npx skills add shadcn/ui --skill shadcn
Planning
Official

Skill Creator

Create, revise, test, and benchmark skills, including their trigger descriptions.

Use it when: Use it when a workflow recurs often enough to deserve an instruction package; keep one-off tasks as prompts.

Review source
npx skills add anthropics/skills --skill skill-creator
Animation
Official

Slack Gif Creator

Generate animated GIFs for Slack size, loop, frame, palette constraints.

Use it when: Small reaction/demo GIF; not feature film workflow.

Review source
npx skills add anthropics/skills --skill slack-gif-creator
Writing

Social

Social content, repurposing, calendar, short-form script, listening and engagement triage.

Use it when: LinkedIn/X/IG/TikTok; any publish/schedule/reply workflow requires explicit approval.

Review source
npx skills add coreyhaines31/marketingskills --skill social
Design

Stitch Design Taste

Generate agent-readable `DESIGN.md` for Google Stitch with semantic design system.

Use it when: Stitch workflow; non-Stitch projects can only borrow rules and cannot assume integration.

Review source
npx skills add leonxlnx/taste-skill --skill stitch-design-taste
Planning

Subagent Driven Development

Handle independent implementation tasks to an isolated context and review them one by one.

Use it when: Use it when the harness supports subagents and the tasks are genuinely independent; avoid it for tightly shared state.

Review source
npx skills add obra/superpowers --skill subagent-driven-development
Documents & data
Official

Supabase Postgres Best Practices

Supabase official Postgres query, schema, index, performance best practices.

Use it when: Supabase/Postgres code; it must be verified with the real execution plan/RLS.

Review source
npx skills add supabase/agent-skills --skill supabase-postgres-best-practices
Engineering
Favorite

Systematic Debugging

Use observe → hypothesize → test → verify to find the root cause.

Use it when: Bug, test failure, unexpected behavior; do not mention fix before locating it.

Review source
npx skills add obra/superpowers --skill systematic-debugging
Video
Gem

Talking Head Recut

Keep the original film and add graphic overlay, lower-third, quote, PIP, and data callout according to transcript.

Use it when: Interview/podcast/talking head packaging; plain subtitle uses captions.

Review source
npx skills add heygen-com/hyperframes --skill talking-head-recut
Engineering

Test Driven Development

Feature/bugfix uses red-green-refactor and writes the test that will fail first.

Use it when: Code change with measurable behavior; pure content/prototype can be judged separately.

Review source
npx skills add obra/superpowers --skill test-driven-development
Images
Official

Theme Factory

Set presets or create new color/font themes for slides, docs, reports, and HTML.

Use it when: Maintain consistency across assets; not responsible for brand strategy itself.

Review source
npx skills add anthropics/skills --skill theme-factory
Frontend

UI UX Pro Max

Extensive UI/UX patterns, styles, platform guidance and design intelligence.

Use it when: Use it for pattern exploration, then constrain the result with the product’s real tokens and conventions.

Review source
npx skills add nextlevelbuilder/ui-ux-pro-max-skill --skill ui-ux-pro-max
Planning

Using Git Worktrees

Create an isolated Git worktree that protects the current dirty tree and branch.

Use it when: Use it for larger features or concurrent sessions; a tiny text edit may not justify the overhead.

Review source
npx skills add obra/superpowers --skill using-git-worktrees
Frontend
Official

Vercel Composition Patterns

Use compound components, state lifting, and composition to avoid boolean-prop explosions.

Use it when: Reusable component API/design system; simple leaf component may not be needed.

Review source
npx skills add vercel-labs/agent-skills --skill vercel-composition-patterns
Frontend
Official

Vercel React Best Practices

Vercel Engineering's React/Next.js performance rules.

Use it when: React code, data fetching, bundle, render optimization; do not use if it is not React.

Review source
npx skills add vercel-labs/agent-skills --skill vercel-react-best-practices
Animation
Official

Vercel React View Transitions

React/Next.js View Transition API: route, shared element, enter/exit, list reorder.

Use it when: React related API; reduce-motion fallback should be retained.

Review source
npx skills add vercel-labs/agent-skills --skill vercel-react-view-transitions
Engineering

Verification Before Completion

Force fresh verification command to be run before all fixed/done/passing claims.

Use it when: All completion gates; don't accept "should have".

Review source
npx skills add obra/superpowers --skill verification-before-completion
Documents & data
Official

Web Artifacts Builder

Use React, Tailwind, and shadcn to build multi-component HTML artifacts with state/routing.

Use it when: Complex interactive artifacts; not required for simple HTML alone.

Review source
npx skills add anthropics/skills --skill web-artifacts-builder
Frontend
Official

Web Design Guidelines

Review UI code with 100+ accessibility, UX, performance rules.

Use it when: QA after Build; not responsible for selecting art direction from scratch.

Review source
npx skills add vercel-labs/agent-skills --skill web-design-guidelines
Research
Official

Webapp Testing

Use Playwright to test local web apps, take screenshots, and view console/browser logs.

Use it when: Local UI verification; remote production mutation is not a default.

Review source
npx skills add anthropics/skills --skill webapp-testing
Video

Website To Video

Capture website screenshots/brand assets, make site tours, showcases, and social clips.

Use it when: Portfolio/docs/site showcase; not equivalent to launch commercial.

Review source
npx skills add heygen-com/hyperframes --skill website-to-video
Design
Gem

Wireframe

Produces black and white lo-fi SVG, annotation and multi-screen flow, deliberately delaying branding decisions.

Use it when: Before Layout/flow is determined; production UI, hi-fi, and publish are not within the default scope.

Planning

Writing Plans

Split the spec into a file-level, step-by-step, and verifiable implementation plan.

Use it when: Multi-step feature/migration; when the intent is not clear, brainstorming should be done first.

Review source
npx skills add obra/superpowers --skill writing-plans
Writing

Writing Shape

Shape raw material into paragraph-by-paragraph article shape.

Use it when: Use it when you have substantial raw material but no coherent structure; it is an intermediate editorial step.

Review source
npx skills add mattpocock/skills --skill writing-shape
Documents & data
Official

Xlsx

Spreadsheet read/write, formula, format, chart, clean, restructure.

Use it when: Spreadsheet is mainly deliverable; database pipeline should not be hard converted to Excel.

Review source
npx skills add anthropics/skills --skill xlsx
Design
Original

Website Design

Choose a modern visual system, layout, hero, typography, and motion direction for landing pages, SaaS sites, and portfolios without generic AI styling.

Use it when: Use it when a web project needs a coherent design direction and explicit visual QA.

Engineering
Original

Goal Setter

Turn a vague request into a bounded, testable task contract so an AI agent stays in scope and finishes the work.

Use it when: Use it before a consequential or ambiguous agent task that needs explicit acceptance criteria.

Design
Original

Cinematic Photo Prompts

Build documentary-style image prompts with intentional lens, blocking, light, and imperfection so results feel observed rather than synthetic.

Use it when: Use it for authentic editorial or documentary image direction; verify that people and claims are represented responsibly.

Research
Original

Study Scraping

Collect and organize public web and social research with controlled pacing, rate limits, and an evidence-first workflow.

Use it when: Use it to assemble a lawful research corpus from public material; respect access controls, privacy, and platform terms.

Animation
GemFavorite

Scroll World

Use scrolling as a continuous camera move through connected scenes, including practical mobile and iOS video-decoding fixes.

Use it when: Use it for a cinematic, scene-based web experience where scroll drives the journey.

Design

Taste Skill

An anti-slop frontend design system for landing pages, portfolios, and redesigns that avoids template-like defaults.

Use it when: Use it when a project needs one strong visual taste layer; do not combine it with several competing style systems.

Animation

GSAP Skills

Official GSAP guidance for timelines, ScrollTrigger, plugins, and framework integrations such as React and Vue.

Use it when: Use it when GSAP is the chosen animation runtime and current API guidance matters.

Animation

Animate UI

An open-source React, TypeScript, Tailwind, and Motion component library with installable animated controls and transitions.

Use it when: Use it when a React project needs source-owned animation components instead of custom-building every interaction.

Design

Make Interfaces Feel Better

Design-engineering principles for typography, micro-interactions, motion, and the small details that make an interface feel considered.

Use it when: Use it for the polish pass after the core product flow and accessibility are working.

Animation

12 Principles Of Animation

Apply the twelve classic animation principles to web interactions so motion feels clear, responsive, and alive.

Use it when: Use it when interface motion feels mechanical and needs stronger timing, anticipation, and follow-through.

Design

Fixing Accessibility

Audit and fix labels, keyboard operation, focus management, contrast, form errors, and WCAG-related interaction issues.

Use it when: Use it before shipping interactive controls, forms, menus, and dialogs.

Engineering

React Doctor

Detect React regressions in security, performance, correctness, and architecture through a scored quality check.

Use it when: Use it as a focused React health check, then inspect each finding before changing code.

Engineering

Vitest

Practical Vitest patterns for unit tests, mocks, coverage, fixtures, and test filtering.

Use it when: Use it when Vitest is the project’s test runner and you need reliable, maintainable test structure.

Engineering

Pnpm

Guidance for strict dependency resolution, workspaces, catalogs, patches, and overrides in pnpm projects.

Use it when: Use it for pnpm workspaces and monorepos where dependency policy and repeatability matter.

Engineering
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Superpowers

The most starred Claude Code skills: brainstorming, TDD, debug, git worktree... A set of development methodologies that can be combined and automatically triggered.

Use it when: Use the individual workflow that matches the task—planning, TDD, debugging, worktrees, or review—rather than loading everything at once.

Engineering

Understand Anything

Turn a codebase into an interactive knowledge graph where files, functions, and classes can be explored and searched.

Use it when: Use it to onboard to a large unfamiliar codebase or map relationships before making structural changes.

Documents & data

Anthropics/skills

Anthropic’s official collection for PDF, DOCX, PPTX, XLSX, browser, and other artifact workflows.

Use it when: Use the focused skill that matches the artifact instead of treating the whole repository as one workflow.

Documents & data

Scrapling

An adaptive web-scraping framework with an MCP server for extracting structured content before agent processing.

Use it when: Use it for permitted public-web extraction where robustness and token efficiency matter.

Documents & data

Context7

Bring current library documentation into an agent’s context instead of relying on potentially outdated training data.

Use it when: Use it whenever implementation depends on current framework, SDK, API, or CLI documentation.

Engineering
Favorite

Gstack

Garry Tan’s solo-developer agent stack: a coordinated set of workflows and tools for producing team-scale output with AI agents.

Use it when: Use it as an operating model for a substantial build, then keep only the pieces your project needs.

Writing
Favorite

Humanizer

Detect and revise common English AI-writing patterns such as inflated symbolism, promotional tone, excessive dashes, and formulaic structure.

Use it when: Use it as an editorial review pass after the facts, argument, and voice are already correct.

Writing
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Humanizer Zh

A Chinese-language editorial pass that removes formulaic AI phrasing while preserving meaning and natural regional usage.

Use it when: Use it to review Chinese drafts, then have a fluent human check tone, facts, and local nuance.

Documents & data

Built In Cursor and Claude Code skills

Many practical workflows are already bundled with Cursor or Claude Code, including skill creation, CI fixes, deployment helpers, Sentry, and Git publishing.

Use it when: Check the agent’s built-in capabilities before installing a duplicate third-party skill.

Already included in supported agents

Distinctive workflows

14 standout gems

Selected because the workflow is difficult to replace with one generic prompt, not because it is the most installed.

Gem 01

Animation Vocabulary

Convert fuzzy motion descriptions into formal terms to facilitate precise prompt/brief.

Use it when you need the correct name for a motion effect; it names patterns but does not implement them.Review source ↗
Gem 02

Brandkit

Generate brand board, logo system, identity deck, mockup and visual world.

To establish a complete identity direction; do not treat the first logo output as the finished product.Review source ↗
Gem 03

Design Taste Frontend

Derive a distinctive, anti-generic design direction from the brief, with redesign analysis and a preflight review.

Use it for landing pages, portfolios, and campaigns; choose one strong taste system rather than stacking several.Review source ↗
Gem 04

Git Guardrails Claude Code

Install PreToolUse hook to block dangerous git commands.

If you want to change security rules into mechanical enforcement; you need to approve the scope before modifying hooks.Review source ↗
Gem 05

Grill Me

Use intensive interviews to stress-test plans/designs, and proactively look for assumptions and ambiguities.

High risk or poorly defined decisions; user participation required.Review source ↗
Gem 06

Grill With Docs

The stress testing plan also creates durable docs such as ADR and glossary.

Complex domain/long-term project; not quick answer.Review source ↗
Gem 07

High End Visual Design

Make premium agency fonts, spacing, shadows, cards and motion explicit rules.

High-value marketing surface; data-heavy internal tool should be used with caution.Review source ↗
Gem 08

Image To Code

Make/analyze large-size section visuals first, then implement high-fidelity websites.

Visual fidelity is the main acceptance criterion; it is not required for ordinary CRUD.Review source ↗
Gem 09

ImageGen Frontend Web

Generate independent, actionable, high-quality reference images for each website section.

Use it for visually critical websites; control generation cost and keep the sections within one coherent system.Review source ↗
Gem 10

Remotion Interactivity

Keep Remotion animation agent-readable and Studio Visual Mode editable.

New Remotion interactive workflow; very new, only project-local experiment.Review source ↗
Gem 11

Review Animations

Review motion code using hard criteria such as purpose, frequency, easing, duration, origin, GPU, a11y, etc.

Animation PR review; only review, no general features.Review source ↗
Gem 12

Talking Head Recut

Keep the original film and add graphic overlay, lower-third, quote, PIP, and data callout according to transcript.

Interview/podcast/talking head packaging; plain subtitle uses captions.Review source ↗
Gem 13

Wireframe

Produces black and white lo-fi SVG, annotation and multi-screen flow, deliberately delaying branding decisions.

Before Layout/flow is determined; production UI, hi-fi, and publish are not within the default scope.Review source ↗
Gem 14

Scroll World

Use scrolling as a continuous camera move through connected scenes, including practical mobile and iOS video-decoding fixes.

Use it for a cinematic, scene-based web experience where scroll drives the journey.Review source ↗

Start deliberately

Six useful skill stacks

Use these as starting points, then remove anything that does not serve the actual job.

01

Agent development foundation

Move from a clear brief to tested, reviewed work.

brainstormingwriting-planssystematic-debuggingtest-driven-developmentverification-before-completionrequesting-code-review
02

Safer frontend building

Pair visual direction with implementation and verification.

frontend-designvercel-react-best-practicesone focused taste skillweb-design-guidelineswebapp-testing
03

Design-first implementation

Resolve structure and visual truth before writing production UI.

wireframeimagegen-frontend-webimage-to-codereview-animations
04

Creator research and writing

Ground ideas in sources, then shape and review the final copy.

firecrawl or researchcontent-strategydoc-coauthoringcopy-editingseo-audit or ai-seo
05

Programmatic video

Choose one production system instead of mixing incompatible approaches.

remotion-best-practicesremotion-interactivity when neededor Hyperframes with one focused workflow
06

Agent safety

Use mechanical guardrails and keep consequential actions human-approved.

using-git-worktreesgit-guardrails-claude-codeverification-before-completionhuman approval for deploy, send, publish, and payment

Use skills in real work

Turn a useful workflow into a real result.

Choose the smallest useful stack, then practice it in a lesson and verify the final output yourself.