Skills
101,174 packaged capabilities and playbooks for agents. Install any of them with one command.
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Compares multiple named alternatives against weighted criteria to produce transparent, defensible choices with explicit trade-off analysis. Covers criterion identification, weighting approaches (direct allocation, pairwise comparison, stakeholder averaging), scoring calibration, sensitivity analysis, and group decision facilitation. Use when choosing between vendors/tools/strategies, balancing competing priorities (cost vs quality vs speed), or when user mentions "which option should we choose", "compare alternatives", "evaluate vendors", or "trade-offs".
Microsoft Defender for DevOps integration with Azure Pipelines. PROACTIVELY activate for: (1) adding security scanning to a pipeline, (2) Microsoft Security DevOps task (MSDO), (3) SAST tools (CredScan, ESLint, BinSkim, Bandit, Semgrep), (4) dependency scanning (Dependency-Check, Snyk), (5) container image scanning (Trivy, Defender for Containers), (6) IaC scanning (Checkov, Terrascan), (7) secret scanning, (8) SARIF results upload, (9) Defender for Cloud connector setup, (10) compliance reporting and policy gates. Provides: MSDO task YAML, scanner enable/disable matrix, SARIF integration, Defender connector setup steps, and a quality-gate template
Guides Docker, CI/CD pipelines, deployment strategies, infrastructure as code, and observability setup. Use when writing Dockerfiles, configuring GitHub Actions, planning deployments, setting up monitoring, or when asked about containers, pipelines, Terraform, or production infrastructure.
Docker Compose Watch mode for hot reload during local development (2025 GA). PROACTIVELY activate for: (1) docker compose watch setup, (2) watch action types (sync, rebuild, sync+restart, sync+exec), (3) configuring path filters and ignore patterns, (4) hot-reload for Node/Python/Go/Rust apps in Compose, (5) sync-only vs rebuild trade-offs, (6) using watch with profiles, (7) debugging watch mode (verbose logs), (8) integrating watch with bind mounts, (9) Compose watch vs nodemon/air/cargo-watch. Provides: watch action reference, per-language hot-reload examples, path filter patterns, and troubleshooting steps
Verify Kibana Lens chart UI settings against the source code. Use when documenting chart types, reviewing chart settings accuracy, or checking UI labels and rendering order for Lens visualizations (bar, line, area, pie, treemap, mosaic, waffle, tag cloud, heat map, gauge, metric, region map, table).
Expo / React Native iOS interface conforming to Apple Human Interface Guidelines (iOS 26) — native navigation (Expo Router native stack and tabs), platform controls (Alert, ActionSheetIOS, SF Symbols via expo-symbols), safe areas, dark mode, Dynamic Type, haptics, Liquid Glass, accessibility, and 60fps motion. Covers architecture and styling decisions made in React Native/TypeScript; for the @expo/ui SwiftUI component API use the expo-ui skill, and for native Swift use ios-hig. Trigger when building, reviewing, or refactoring such an app — even when the user does not say "HIG" or "native feel" but is writing TSX screens, navigation, lists, forms, or styling for iOS in Expo.
Fix JavaScript `no-globals` errors that UI5 linter reports but cannot auto-fix. Use this skill when linter outputs: - `no-globals` rule with message "Access of global variable '...' (...)" in JS files Cases handled (linter CANNOT auto-fix): - Assignments to global namespaces: `sap.myNamespace = {...}` - Global namespace assignment/read inside sap.ui.define - Delete expressions: `delete sap.something` - sap.ui.core.Core direct access (class vs singleton) - jQuery/$ globals: add `sap/ui/thirdparty/jquery` — do NOT replace jQuery API calls - jQuery.sap.* utilities: replace with dedicated modules - Conditional/probing access: `if (sap.ui.something)` - Custom namespace definitions that aren't UI5 modules - sap.ui.controller() factory → Controller.extend (NOT Fiori Elements extensions) - jQuery.sap.declare/require: legacy modules without sap.ui.define Trigger when: "fix no-globals", "global variable error", "sap.ui.getCore", "jQuery.sap" Converts global namespace access to proper sap.ui.define module imports.
Manages Gate DEX wallet accounts, identity, assets, and connectivity. Use when the user asks to 'log in with Google' or Gate, 'check my balance', 'show my wallet address', 'view tx history', 'send USDT', 'withdraw to Gate', 'pay an x402 URL', 'connect wallet', or 'use the gate-dex CLI'. Handles authentication, portfolio and swap history, transfers, Gate deposit flows, x402, DApp signing, approvals, contract calls, and wallet connection checks. Do NOT use for market data or token swap execution.
GitHub Actions 2025–2026 features and modernization. Proactively activate for: (1) 1 vCPU Linux runners (October 2025 public preview), (2) immutable releases for hardened distribution, (3) migration from Node20 to Node24, (4) reusable workflows and composite actions, (5) workflow_dispatch with rich inputs, (6) artifact attestations and provenance, (7) ARC (Actions Runner Controller) for self-hosted Kubernetes, (8) larger runners and macOS Apple Silicon runners, (9) deployment environments and protection rules, (10) OIDC federation to AWS/Azure/GCP. Provides workflow templates, a runner-selection matrix, OIDC setup recipes, attestation patterns, and Node24 migration steps
Use this skill when creating, auditing, or redesigning a public GitHub repository so the repository is easy to understand, trust, share, install, and contribute to. Use together with github-repo-product-naming whenever naming, renaming, positioning, repo slug, About description, or product identity matters.
Google Tag Manager expertise. Audit GTM containers, design tag and trigger architecture, debug firing issues, implement consent mode v2, and advise on server-side tagging. Use when the user asks about GTM, tag management, container audits, consent mode, server-side tagging, or tracking implementation.
Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when user wants to stress-test a plan, get grilled on their design, or mentions "grill me".
Huawei Cloud AOM alarm correlation and alarm-rule management skill for CCE operations. Use when the user wants to: (1) query active and historical AOM alarms; (2) analyze alarm deduplication, alarm storms, severity grouping, burst alarms, and chronic alarms; (3) inspect CCE cluster alarm health; (4) query, create, update, delete, enable, or disable AOM alarm rules; (5) query or create notification action rules; or (6) batch configure or clean up CCE-recommended AOM alarm rules from the cloud-side CCE alarm template. Triggers: "alarm correlation", "AOM alarm", "alarm rule", "alarm storm", "alarm inspection", "notification rule", "告警关联", "AOM 告警", "告警规则", "告警风暴", "通知规则", or "CCE 告警".
Huawei Cloud UCS cluster onboarding, lifecycle, and fleet management via hcloud CLI. Register, query, and remove clusters; manage fleet groups, obtain kubeconfig, and check quotas. Triggers: "UCS cluster onboarding", "UCS 集群纳管", "UCS fleet", "UCS 舰队", "UCS kubeconfig", "UCS federation", "UCS 联邦", "UCS 配额", "cluster lifecycle", "纳管集群", "集群管理"
Use when the user wants to reverse-engineer an existing image ad into a reusable prompt template. Validates via Arcads, choosing gpt-image-2 or Nano Banana at Phase 1. Triggers on “clone this ad as a template,” “reverse engineer this ad,” “turn this ad into a prompt,” “extract a template,” “make this ad reusable,” “add to my prompt library,” or “study this ad and make a template.” Input must be an existing ad image; does not trigger for fresh generation (use chatgpt-image-ad or nano-banana-image-ad).
Create and share ideas as abstract Gist-style specs instead of code — letting agents or others implement. Use this skill when the user wants to capture a new idea quickly, needs to write a project spec for an agent to implement, wants to share a concept without building it first, or says "write up this idea", "create a spec", "gist this", "idea file", "agent can implement this", "brief for this project". Based on Karpathy 27k-like LLM Wiki Gist post and GitHub repo.
Checks Douyin copy for policy violations. Scans spoken scripts for nine types of risks, including traffic-diversion terms, absolute claims, medical/financial promises, low-quality markers, vulgar or sexual content, and inflammatory insults, then provides a structured report and replacement suggestions. Use when the user says “check for violations,” “review this copy,” “see if there are any prohibited terms,” “could this be throttled,” “check this before I post,” or asks to check any copy intended for Douyin.
Generate a 7-day LinkedIn content plan from a theme, audience, and pillars. Produces per-day post pillar, format, hook type, CTA, posting time, daily comment targets, and a weekly inbound-readiness check. Use when the user wants to plan a week or month of content, not draft a single post (use linkedin-post-writer).
Query and analyze Amazon ABA (Brand Analytics) search term data, covering weekly data from the past three years across 15 marketplaces. Trigger this skill when users mention ABA data, Amazon search term analysis, keyword research, search ranking trends, market opportunity analysis, seasonal keywords, high-click low-conversion analysis, blue ocean keyword discovery, competitor keyword analysis, ABA data, search term report, keyword mining, search ranking trends, blue ocean keywords, click share, conversion share, seasonal keywords, market opportunity analysis, or competitor keywords. Trigger it even if the user does not explicitly mention “ABA”, as long as their request involves Amazon search term data and ranking analysis.
Detect potential design patent infringement using Ruiguan, with image-based patent searches across 25+ countries and regions. Trigger for design patent detection, patent infringement checks, patent risk analysis, TRO case lookups, design patent searches or similarity checks, product patent screening, or related requests. Also trigger when users want to check whether a product image may infringe an existing design patent, or mention infringement, patents, TRO, or design patents, even if “design patent” is not explicitly stated.
Web search, online lookups, real-time information retrieval, search engine research, discussions on community platforms such as Reddit, and posts and trending topics on external sites. Trigger when the user wants to find the latest information online, recent news or trends, real-time data, research a topic through a search engine, browse Reddit or community discussions, discover posts or trending topics on external sites, or access any online content, including web search, online lookup, real-time information, news search, Reddit, trending topics, or search engine. Trigger even if the user does not explicitly say “search,” as long as they want real-time web information or to verify current facts.
Shared loop-engineering reference for COG skills - the agent loop, deterministic verifiers, termination conditions, in-loop context management, and named patterns. Invoke when designing or debugging a skill that iterates (search-verify-retry, scan-until-dry, fetch-retry-gate).
Design and build native-feeling macOS application UIs. Use this skill whenever the user asks to create a desktop app, macOS app, Mac-style interface, Apple-style UI, system utility, or anything that should look and feel like a native Mac application. Also trigger when users mention “native feel,” “desktop app design,” “Apple design patterns,” “sidebar layout,” “traffic lights,” or want to build tools/utilities that feel like they belong on macOS. This skill covers layout, composition, interaction patterns, animations, light/dark mode, and all the subtle details that make an app feel like Apple built it
Develops CSS and LESS for Magento 2 with responsive design and performance optimization. Use when styling themes, working with LESS, implementing responsive design, or optimizing CSS performance. Masters modern CSS techniques, LESS preprocessing, and cross-browser compatibility
Materialize documentation for SQL syntax, data ingestion, concepts, and best practices, fetched live as markdown from materialize.com. Use when users ask about Materialize queries, sources, sinks, views, indexes, clusters, or any other Materialize feature.
(NS) Execute a GitLab issue end-to-end — status gates, worktree isolation, atomic delivery, MR, mandatory code then judge loop. Use for external ISSUE_URL or SDD delivery unit (unit + issue_iid). External Phase 2: single-unit → ns-coder in worktree; multi-unit → ns-autonomous Engine. SDD unit mode uses ns-coder run-implementation. Needs mcp-gitlab-usage + ns-reviewer + ns-judge.
OpenTelemetry Collector component configuration. Use when authoring, reviewing, or debugging Collector YAML for a specific receiver, processor, exporter, connector, or extension — config keys, defaults, validation rules, signal support, stability levels, and component-level gotchas. Triggers on Collector component questions including receivers, processors, exporters, connectors, extensions, component renames, signal support, and pipeline wiring.
Creates polished single-file HTML/CSS/JS slide deck presentations with animations, keyboard/click/swipe navigation, and progressive bullet reveal. Use when the user wants to create a presentation, slide deck, pitch deck, or wants to present content as slides.
ProphetX betting exchange — public tournaments, events, markets, and exchange odds. No API key, read-only. Covers soccer, tennis, basketball, MLB, NFL, NHL. IMPORTANT: odds are optional per market — shown only when a public order book exists (check `selections_available`); empty/suspended books return market structure and matched stake only. Guaranteed odds coverage requires the authenticated ProphetX Affiliate API (separate Machina connector). Use when: user asks what markets/lines ProphetX offers for a game, exchange odds and order-book prices (when exposed), event/tournament discovery, market structure (spreads, totals, alt lines, player props), or matched-stake activity. Don't use when: user needs guaranteed odds on every market or in-play liquidity — that needs the authenticated Affiliate connector (Machina platform). For prediction-market prices use polymarket or kalshi. For scores/stats use the sport-specific skill (nfl-data, mlb-data, football-data, ...). For news use sports-news.
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.