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.
npx skills add coreyhaines31/marketingskills --skill ad-creativeAgent 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.
npx skills add vercel-labs/agent-browser --skill agent-browserAI 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.
npx skills add coreyhaines31/marketingskills --skill ai-seoAlgorithmic 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.
npx skills add anthropics/skills --skill algorithmic-artAnimation 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.
npx skills add emilkowalski/skills --skill animation-vocabularyApple 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.
npx skills add emilkowalski/skills --skill apple-designBetter 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.
npx skills add better-auth/skills --skill better-auth-best-practicesBrainstorming
Explore intent, requirement, constraint and design alternative before implementation.
Use it when: Feature, component, behavior change; not suitable for pure factual edit.
npx skills add obra/superpowers --skill brainstormingBrand 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.
npx skills add anthropics/skills --skill brand-guidelinesBrandkit
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.
npx skills add leonxlnx/taste-skill --skill brandkitBrowser Act
Encapsulate browser actions into reusable automation workflows.
Use it when: Repeat public web task; first limit domain, step and side effects.
npx skills add browser-act/skills --skill browser-actBrowser 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.
npx skills add browser-use/browser-use --skill browser-useCanvas 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.
npx skills add anthropics/skills --skill canvas-designCode 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.
npx skills add mattpocock/skills --skill code-reviewContent 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.
npx skills add coreyhaines31/marketingskills --skill content-strategyCopy 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.
npx skills add coreyhaines31/marketingskills --skill copy-editingCopywriting
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.
npx skills add coreyhaines31/marketingskills --skill copywritingCSS Animations
Create seek-safe, deterministic motion with CSS keyframes.
Use it when: Lightweight/predictable results; use other runtimes for complex interactive timelines.
npx skills add heygen-com/hyperframes --skill css-animationsDesign 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.
npx skills add leonxlnx/taste-skill --skill design-taste-frontendDiagnosing 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.
npx skills add mattpocock/skills --skill diagnosing-bugsDispatching 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.
npx skills add obra/superpowers --skill dispatching-parallel-agentsDoc Coauthoring
Structured coauthoring: context transfer, outline, iteration, reader verification.
Use it when: Proposal, spec, decision doc; not one-click ghostwriting.
npx skills add anthropics/skills --skill doc-coauthoringDocx
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.
npx skills add anthropics/skills --skill docxEdit 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.
npx skills add mattpocock/skills --skill edit-articleEmil 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.
npx skills add emilkowalski/skills --skill emil-design-engExecuting 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.
npx skills add obra/superpowers --skill executing-plansFind 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.
npx skills add vercel-labs/skills --skill find-skillsFinishing 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.
npx skills add obra/superpowers --skill finishing-a-development-branchFirebase 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.
npx skills add firebase/agent-skills --skill firebase-basicsFirecrawl
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.
npx skills add firecrawl/cli --skill firecrawlFrontend 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.
npx skills add anthropics/skills --skill frontend-designGeneral 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.
npx skills add heygen-com/hyperframes --skill general-videoGit 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.
npx skills add mattpocock/skills --skill git-guardrails-claude-codeGpt Taste
AIDA page structure, editorial type, gapless bento, GSAP ScrollTrigger cinematic motion.
Use it when: Campaign/storytelling site; simple app shell may be overkill.
npx skills add leonxlnx/taste-skill --skill gpt-tasteGrill 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.
npx skills add mattpocock/skills --skill grill-meGrill 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.
npx skills add mattpocock/skills --skill grill-with-docsHigh 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.
npx skills add leonxlnx/taste-skill --skill high-end-visual-designHyperframes Animation
HyperFrames motion rules, scene blueprints, GSAP/Lottie/Three.js/WAAPI adapters.
Use it when: HyperFrames composition; not an introduction to general web animation.
npx skills add heygen-com/hyperframes --skill hyperframes-animationHyperframes Core
Define deterministic composition contract, timing attributes, tracks, sub-compositions, validation.
Use it when: Before writing HyperFrames HTML; not applicable to other video frameworks.
npx skills add heygen-com/hyperframes --skill hyperframes-coreHyperframes 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.
npx skills add heygen-com/hyperframes --skill hyperframes-creativeHyperframes
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.
npx skills add heygen-com/hyperframes --skill hyperframesImage 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.
npx skills add leonxlnx/taste-skill --skill image-to-codeImage
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.
npx skills add coreyhaines31/marketingskills --skill imageImageGen 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.
npx skills add leonxlnx/taste-skill --skill imagegen-frontend-mobileImageGen 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.
npx skills add leonxlnx/taste-skill --skill imagegen-frontend-webImprove 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.
npx skills add mattpocock/skills --skill improve-codebase-architectureIndustrial 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.
npx skills add leonxlnx/taste-skill --skill industrial-brutalist-uiInternal 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.
npx skills add anthropics/skills --skill internal-commsJust Scrape
Extract public pages into clean structured content to reduce handwriting scrapers.
Use it when: Targeted extraction; stop when encountering 401/403/429/challenge.
npx skills add scrapegraphai/just-scrape --skill just-scrapeMarketing 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.
npx skills add coreyhaines31/marketingskills --skill marketing-psychologyDocuments & dataOfficialFavorite
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.
npx skills add anthropics/skills --skill mcp-builderMinimalist 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.
npx skills add leonxlnx/taste-skill --skill minimalist-uiMotion Graphics
Create kinetic typography, graphic scenes, transition choreography.
Use it when: Motion-design deliverable; requires render/media pipeline.
npx skills add heygen-com/hyperframes --skill motion-graphicsMusic 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.
npx skills add heygen-com/hyperframes --skill music-to-videoPDF
PDF read, OCR, forms, merge, split, create, extract images/tables.
Use it when: PDF artifact; check layout/render first, don’t just extract text.
npx skills add anthropics/skills --skill pdfPlaywright Cli
Microsoft Playwright CLI operates browser, debug selector, capture evidence.
Use it when: Web QA/repro/browser inspection; not equal to product acceptance criteria.
npx skills add microsoft/playwright-cli --skill playwright-cliPptx
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.
npx skills add anthropics/skills --skill pptxProduct 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.
npx skills add heygen-com/hyperframes --skill product-launch-videoReceiving Code Review
Verify whether review feedback is technically valid and avoid blind pandering.
Use it when: Receive vague/questionable suggestions; respond with repo evidence.
npx skills add obra/superpowers --skill receiving-code-reviewRedesign 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.
npx skills add leonxlnx/taste-skill --skill redesign-existing-projectsRemotion 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.
npx skills add remotion-dev/skills --skill remotion-best-practicesRemotion Interactivity
Keep Remotion animation agent-readable and Studio Visual Mode editable.
Use it when: New Remotion interactive workflow; very new, only project-local experiment.
npx skills add remotion-dev/skills --skill remotion-interactivityRemotion 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".
npx skills add heygen-com/hyperframes --skill remotion-to-hyperframesRequesting 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.
npx skills add obra/superpowers --skill requesting-code-reviewResearch
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.
npx skills add mattpocock/skills --skill researchReview 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.
npx skills add emilkowalski/skills --skill review-animationsSentry Cli
Sentry CLI releases, sourcemaps, artifacts, projects, issues related operations.
Use it when: Sentry-integrated repo; any upload/release mutation must retain approval.
npx skills add sentry/dev --skill sentry-cliSEO Audit
Diagnose technical/on-page SEO, crawl, indexing, metadata, Core Web Vitals.
Use it when: Audit first and then change; no ranking guaranteed.
npx skills add coreyhaines31/marketingskills --skill seo-auditShadcn
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.
npx skills add shadcn/ui --skill shadcnSkill 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.
npx skills add anthropics/skills --skill skill-creatorSlack Gif Creator
Generate animated GIFs for Slack size, loop, frame, palette constraints.
Use it when: Small reaction/demo GIF; not feature film workflow.
npx skills add anthropics/skills --skill slack-gif-creatorSocial
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.
npx skills add coreyhaines31/marketingskills --skill socialStitch 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.
npx skills add leonxlnx/taste-skill --skill stitch-design-tasteSubagent 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.
npx skills add obra/superpowers --skill subagent-driven-developmentSupabase 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.
npx skills add supabase/agent-skills --skill supabase-postgres-best-practicesSystematic 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.
npx skills add obra/superpowers --skill systematic-debuggingTalking 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.
npx skills add heygen-com/hyperframes --skill talking-head-recutTest 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.
npx skills add obra/superpowers --skill test-driven-developmentTheme 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.
npx skills add anthropics/skills --skill theme-factoryUI 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.
npx skills add nextlevelbuilder/ui-ux-pro-max-skill --skill ui-ux-pro-maxUsing 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.
npx skills add obra/superpowers --skill using-git-worktreesVercel 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.
npx skills add vercel-labs/agent-skills --skill vercel-composition-patternsVercel 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.
npx skills add vercel-labs/agent-skills --skill vercel-react-best-practicesVercel 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.
npx skills add vercel-labs/agent-skills --skill vercel-react-view-transitionsVerification 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".
npx skills add obra/superpowers --skill verification-before-completionWeb 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.
npx skills add anthropics/skills --skill web-artifacts-builderWeb 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.
npx skills add vercel-labs/agent-skills --skill web-design-guidelinesWebapp 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.
npx skills add anthropics/skills --skill webapp-testingWebsite 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.
npx skills add heygen-com/hyperframes --skill website-to-videoWireframe
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.
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.
npx skills add obra/superpowers --skill writing-plansWriting 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.
npx skills add mattpocock/skills --skill writing-shapeXlsx
Spreadsheet read/write, formula, format, chart, clean, restructure.
Use it when: Spreadsheet is mainly deliverable; database pipeline should not be hard converted to Excel.
npx skills add anthropics/skills --skill xlsxWebsite 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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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