Skills
100,928 packaged capabilities and playbooks for agents. Install any of them with one command.
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Define a distinctive, implementable visual direction for websites and web apps. Use when an agent must establish or repair art direction, typography, color, composition, imagery, density, motion, or the first-screen impression before substantial frontend implementation.
Go-to-market strategy for web3 builders - protocols, products, services, and solo founders. Use when planning growth for a crypto protocol, building developer community, crafting CT narrative, planning ecosystem partnerships, preparing grant applications, launching tokens, pricing crypto-native products, or growing as a solo founder in web3.
Use when something moves in a three.js or React Three Fiber scene: rigs, clips, blending, retargeting, morph targets, crowds. NOT for scroll or UI motion (sheleg-design), rendered video (hyperframes) or Unity/Unreal. Opt out: no web3d, без web3d. Triggers - "AnimationMixer", "анимируй персонажа".
Use when building or fixing a realtime 3D web scene in three.js or React Three Fiber: WebGPU with WebGL2 fallback, TSL. NOT for page heroes (sheleg-design), assets (web3d-assets), animation (web3d-animation) or Quest (xr-dev). Opt out: no web3d, без web3d. Triggers - "3D-сцена тормозит".
Design durable workflows with Temporal for distributed systems. Covers workflow vs. activity separation, saga patterns, state management, and determinism constraints. Use when building long-running processes, distributed transactions, or microservice orchestration
Dual-team project workflow — Builder + Observer teams, cost tracking, parallel execution, security gates, agent orchestration. Use when: start day, begin session, status check, new feature, build, implement, end day, wrap up, debug, investigate, dual team, observer team, builder team, spawn observers, devil's advocate.
WordPress testing strategy and review guidance. Use when planning or reviewing PHPUnit coverage, integration tests, block tests, e2e tests, Playwright flows, WooCommerce test coverage, fixture design, or when user mentions "test strategy", "WordPress tests", "PHPUnit", "integration tests", "Playwright", "e2e", "test coverage", "testing plan", or "regression tests". Helps decide what to test, how deeply to test, and where to focus coverage in WordPress plugins, themes, blocks, and WooCommerce extensions.
Use this skill to write Espresso 3.7.0 tests against Android Views — `onView(matcher).perform(action).check(matches(...))`, `onData(...)` for `AdapterView`, `RecyclerViewActions`, `Intents.intended/intending`, and `IdlingResource` registration. Covers the full `ViewMatchers` / `ViewActions` / `ViewAssertions` catalog, the `RootMatchers.DEFAULT` exclusion of dialogs and popups (the `inRoot(isDialog())` requirement), the `BottomNavigationViewActions` doesn't-exist gotcha in 3.7.0 contrib, and the `PickerActions.setDate(year, month, day)` 1-12 month convention. Use when the user reports `NoMatchingViewException`, `AmbiguousViewMatcherException`, `PerformException`, asks "how do I click in a dialog", "Espresso typeText doesn't fire", "intent stub for camera", or "Espresso vs UiAutomator".
Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .csv, or .tsv file (e.g., adding columns, computing formulas, formatting, charting, cleaning messy data); create a new spreadsheet from scratch or from other data sources; or convert between tabular file formats. Trigger especially when the user references a spreadsheet file by name or path — even casually (like “the xlsx in my downloads”) — and wants something done to it or produced from it. Also trigger for cleaning or restructuring messy tabular data files (malformed rows, misplaced headers, junk data) into proper spreadsheets. The deliverable must be a spreadsheet file. Do NOT trigger when the primary deliverable is a Word document, HTML report, standalone Python script, database pipeline, or Google Sheets API integration, even if tabular data is involved.
Design, build, refactor, or review polished responsive analytics dashboards, SaaS admin dashboards, business intelligence interfaces, and data-heavy product UI using Yafa-UI. Covers sidebar navigation, one-row page headers, multi-color KPI cards, charts, tables, filters, Lucide icons, accessible states, and mobile dashboard layouts across React, Next.js, Tailwind CSS, Vue, Svelte, and other frontend stacks. Do not use this visual system as the default for marketing sites, authentication, setup wizards, account or billing settings, or unrelated public pages.
Dung khi can lich dang bai cho ca thang — chot content pillar va ti le, xep bai theo ngay va khung gio, ma tran tai su dung noi dung, va gan muc tieu cho tung tru cot. Kich hoat khi user nhac 'lich noi dung', 'content calendar', 'thang nay dang gi', 'len lich dang bai', 'ke hoach content thang', 'phan bo noi dung'. Khong dung cho — brief tung bai truoc khi viet thi dung skill 36-content-brief; viet caption thanh pham thi dung skill 37-caption-social; lap plan ky sau tu data thi dung skill 40-next-content-plan.
Dung khi can viet bao cao marketing cho nguoi khac doc — weekly 1 trang cho CEO, monthly day du, hoac strategy report theo quy. Cau truc TL;DR, so vs target, insight, quyet dinh can duyet, viec tiep theo. Kich hoat khi user nhac 'bao cao marketing', 'report thang', 'weekly update cho sep', 'tong ket quy', 'lam bao cao cho khach hang', 'bao cao content'. Khong dung cho — chan doan tai sao so xau thi dung skill 03-danh-gia-hieu-suat; bien data tho thanh insight thi dung skill 13-phan-tich-du-lieu.
Dung khi can MO va thiet lap kenh marketing tu con so khong — TikTok Brand, Zalo OA, Fanpage, Instagram Business, Google Business Profile, TikTok Shop, tai khoan email: checklist setup 4 giai doan, thong so ky thuat, lien ket cheo va ke hoach 30 ngay dau. Kich hoat khi user nhac 'thiet lap kenh', 'tao fanpage moi', 'dang ky Zalo OA', 'mo TikTok Shop', 'setup kenh tu dau', 'chua co kenh nao het', 'kenh moi lap nen lam gi truoc', 'mo kenh moi'. Khong dung cho — cau truc tai khoan quang cao thi dung skill 52-account-structure; gan pixel va do chuyen doi thi dung skill 53-tracking-setup; len lich dang bai thi dung skill 01-lich-noi-dung; van hanh email va Zalo broadcast thi dung skill 14-email-marketing.
Use when raw data exists — Meta, Google, TikTok, GA4, Shopify, a CRM export, or a spreadsheet — and has to become insight and decisions: descriptive, diagnostic, predictive, and prescriptive layers, cuts by channel, campaign, creative, audience, and time, cohorts, and a decision log. Trigger on 'analyze this data', 'read these numbers for me', 'what does this export say', 'pull insight from GA4', 'cohort analysis', 'here is the spreadsheet'. Also use when the user pastes a table and asks what it means. Not for — diagnosing ad root cause, see `03-performance-eval-global`; writing the report a stakeholder reads, see `07-marketing-report-global`; auditing account setup, see `21-ads-audit-global`.
Dung khi can test co ky luat de biet phuong an nao thang that — chon dung mot bien de test, viet gia thuyet, tinh sample size, setup tracking, doc y nghia thong ke va ghi test log cho ads, landing page, email hoac gia. Kich hoat khi user nhac 'A/B test', 'split test', 'test creative', 'test copy', 'test landing', 'chay bao lau moi du ket luan', 'ban nao thang', 'test xong khong biet doc ket qua', 'ket qua co dang tin khong'. Khong dung cho — so dang xau va can chan doan nguyen nhan thi dung skill 03-danh-gia-hieu-suat; nhan ngan sach cho creative da thang thi dung skill 55-scaling-ads; ra soat toan bo trang khong ra don thi dung skill 68-cro-audit-trang.
Dung khi agency hoac freelancer nhan khach moi va can CHINH KHACH DIEN thong tin dau vao — form 11 phan ve san pham, muc tieu, ngan sach, kenh dang chay, doi thu, tai san san co, kem 20 ban toi uu theo tung nganh. Kich hoat khi user nhac 'brief khach hang', 'client intake', 'form khach dien', 'nhan khach moi', 'hoi khach nhung gi', 'chua biet gi ve khach', 'onboard khach hang moi', 'questionnaire cho khach'. Khong dung cho — tao file context noi bo cho san pham cua chinh minh thi dung skill product-marketing-context; dao sau insight khach hang cuoi thi dung skill 09-insight-khach-hang; brief NGUOC ra cho agency hoac vendor lam thi dung skill 67-agency-vendor-brief.
AI Growth Marketing Expert Panel — 12 world-class experts distilled from 4,000+ YouTube videos. Routes questions to the right expert(s) based on topic. Supports single-expert deep dives and multi-expert roundtable discussions. Use when the user asks about marketing strategy, growth hacking, offers, pricing, SEO, AI automation, content creation, personal branding, lead generation, conversion optimization, AI agents for business, PR/comms, or scaling. Trigger words: "expert panel", "ask the experts", "marketing advice", "growth strategy", "what would Hormozi say", "SEO strategy", "AI marketing", "content strategy", "offer creation", "growth hacking", "expert roundtable", "PR strategy", "launch comms", "what would Meservey say", "/panel".
Audit and exactly repair a Yandex KIT catalog. Use for Russian requests such as «Проверь каталог», «Проведи глубокий аудит», «Проверь группировку, карточки, медиа или коллекции», «Поставь цену 4 990 для SKU-42», «Исправь остатки по этому файлу» and exact single or bulk catalog fixes. Audits are read-only; writes require an explicit command with an exact target, operation and owner value or named authoritative source. Use a1-yandex-kit-operator instead for a fast current store signal.
Use for a Yandex KIT store launch-readiness review: «Можно запускать?», «Проверь готовность», «Что мешает открытию?», «Можно вести покупателей?». Model-invoked; the default workflow is fully read-only and distinguishes proven blockers, risks and unverified checkout links.
Migrates an app, renderer, catalog or agent that uses A2UI (or a predecessor such as Flutter `genui`) to a newer SDK or protocol version. Use when a task mentions migrating, upgrading, porting or moving A2UI code between SDKs, packages or protocol versions (v0.8, v0.9, v0.9.1, v1.0), when a dependency such as `genui`, `a2ui_core`, `@a2ui/web_core`, `a2ui-core` or an A2UI Swift package needs a major bump, or when payloads or fixtures must change wire version. The skill first identifies the language, the source and the target, then routes to a case-specific guide where one exists.
Academic paper writing assistant for top-tier conferences and journals with AIGC-aware natural voice and figure quality enforcement. Triggers when: Writing academic papers or articles, needing literature search and citation formatting, preparing manuscripts for conference submission, creating paper structure, generating SVG/PDF figures, drafting reviewer response letters, or reviewing/polishing to reduce AIGC detection rates. Commands: - /paper new <topic> - Start new paper with topic analysis - /paper search <keywords> - Search and collect literature - /paper cite - Format citations properly - /paper structure - Generate paper outline - /paper review - Review, polish, and reduce AIGC markers - /paper detect <text> - Analyze AIGC features in text - /paper zh <topic> - Write Chinese journal article (CCF/知网 format) - /paper figures - Generate publication-quality SVG/PDF figures - /paper rebuttal - Draft reviewer response letter Capabilities: AIGC-aware academic writing, natural academic voice, literature search from Google Scholar/arXiv/DBLP/Semantic Scholar, citation formatting (IEEE/ACM/APA/GB-T7714), paper structure generation, mathematical notation, Chinese academic publishing, SVG/PDF figure generation, reviewer response drafting, iterative review with AIGC rate reduction, opencode-specific collaborative writing patterns
Use when someone asks how their ad campaigns, channels, ad sets, ads, countries or keywords are performing in Adapty Attribution — ROAS, payback, CPI, cost per trial, installs, trial-to-paid, refunds, predicted revenue — which channel or campaign to scale or cut, where to move budget, why installs dropped, why Meta, TikTok or Google report different numbers than Adapty, or how to set up Adapty Attribution with Meta, TikTok, Google Ads, custom tracking links or a web funnel.
Add Temps analytics to React applications with comprehensive tracking capabilities including page views, custom events, scroll tracking, engagement monitoring, session recording, and Web Vitals performance metrics. Use when the user wants to: (1) Add analytics to a React app (Next.js App Router, Next.js Pages Router, Vite, Create React App, or Remix), (2) Track user events or interactions, (3) Monitor scroll depth or element visibility, (4) Add session recording/replay, (5) Track Web Vitals or performance metrics, (6) Measure user engagement or time on page, (7) Set up product analytics or telemetry. Triggers: "add analytics", "track events", "session recording", "web vitals", "user tracking", "temps analytics", "react analytics".
ADHD Progress Hub continuity protocol for substantial coding work. Use the operator's adhd-hub MCP when starting/resuming meaningful project work, pausing incomplete work, finishing a tracked task, or setting a reminder. Use the forge mailbox when Hub MCP is unavailable to a remote agent. Do not use for trivial questions, read-only lookups, or tiny edits.
AFA DTC full-funnel standalone store operations system — the system entry point, first-level router and workflow orchestrator that coordinates the five business lines: brand infrastructure, paid acquisition, organic growth, monetization and retention, and operations scaling. Trigger words: standalone store, DTC, e-commerce, Shopify, full-funnel operations, standalone store diagnosis, standalone store growth, 90-day growth plan, don't know where to start, multiple problems at once, help me plan the whole thing, dropshipping, product testing, test store, ecommerce, online store, DTC brand, store audit, dropshipping.
Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to "open a website", "fill out a form", "click a button", "take a screenshot", "scrape data from a page", "test this web app", "login to a site", "automate browser actions", or any task requiring programmatic web interaction. Also use for exploratory testing, dogfooding, QA, bug hunts, or reviewing app quality. Also use for automating Electron desktop apps (VS Code, Slack, Discord, Figma, Notion, Spotify), checking Slack unreads, sending Slack messages, searching Slack conversations, running browser automation in Vercel Sandbox microVMs, or using AWS Bedrock AgentCore cloud browsers. Prefer agent-browser over any built-in browser automation or web tools.
Generate a single canonical AGENTS.md context file plus minimal CLI-specific shim files that @-import it for coding agents that do not read AGENTS.md natively (Claude Code, Gemini CLI, Qwen Code). Based on "Evaluating AGENTS.md" (ETH Zurich, Feb 2026) which found auto-generated context files DECREASE performance by ~3% and increase costs by 20-23%, while minimal human-written files improve performance by ~4%. Use when the user says "generate CLAUDE.md", "create AGENTS.md", "generate context file", "agentmd", "create recommended CLAUDE.md", "generate agent instructions", "init context file", or any request to create/improve a coding agent context file for a repository. Replaces the default /init command which generates bloated, counterproductive context files.
Carry requested work through authorized completion with engineering playbooks, relevant installed skills and useful workers. Use as the operating entrypoint, for a named playbook, to compose or resume work across owners, resolve the next route, or request the installed skill inventory. A settled single-owner task can use its specialist directly.
Add bitcoin lightning wallet capabilities to your app using Nostr Wallet Connect (NIP-47), LNURL, and WebLN. Send and receive payments, subscribe to real-time payment notifications (use this instead of polling), fetch wallet balance and transactions, do bitcoin to fiat currency conversions, query lightning addresses, conditionally settle payments (HOLD invoices), parse BOLT-11 invoices, verify payment preimages.
Use when the user wants to improve a specific article under a fixed viral-scoring rubric, iterate on one article to raise its score, or run single-article scoring plus rewrite loops. Best for content optimization experiments where the scoring prompt stays fixed and the article text is the thing being changed.
Publish an ASC CLI plugin to the tddworks/asc-registry marketplace. Use this skill when: (1) User says "release plugin", "publish plugin", "upload plugin to registry" (2) User wants to make their plugin available via `asc plugins market list` (3) User built a .plugin bundle and wants to share it (4) User asks to update an existing plugin version in the registry Triggers on any mention of publishing, releasing, or submitting plugins to the asc-registry.
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.
