代理技能

• vercel-react-best-practices vercel-labs/agent-skills

  React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.

  778,222 通過 npx skills add vercel-labs/agent-skills --skill vercel-react-best-practices

• azure-ai microsoft/azure-skills

  Use for Azure AI: Search, Speech, OpenAI, Document Intelligence. Helps with search, vector/hybrid search, speech-to-text, text-to-speech, transcription, OCR. WHEN: AI Search, query search, vector search, hybrid search, semantic search, speech-to-text, text-to-speech, transcribe, OCR, convert text to speech.

  545,948 通過 npx skills add microsoft/azure-skills --skill azure-ai

• azure-validate microsoft/azure-skills

  Pre-deployment validation for Azure readiness. Run deep checks on configuration, infrastructure (Bicep or Terraform), RBAC role assignments, managed identity permissions, and prerequisites before deploying. WHEN: validate my app, check deployment readiness, run preflight checks, verify configuration, check if ready to deploy, validate azure.yaml, validate Bicep, test before deploying, troubleshoot deployment errors, validate Azure Functions, validate function app, validate serverless deployment, verify RBAC roles, check role assignments, review managed identity permissions, what-if analysis, validate Container Apps deployment.

  545,288 通過 npx skills add microsoft/azure-skills --skill azure-validate

• azure-compliance microsoft/azure-skills

  Run Azure compliance and security audits with azqr plus Key Vault expiration checks. Covers best-practice assessment, resource review, policy/compliance validation, and security posture checks. WHEN: compliance scan, security audit, BEFORE running azqr (compliance cli tool), Azure best practices, Key Vault expiration check, expired certificates, expiring secrets, orphaned resources, compliance assessment.

  544,307 通過 npx skills add microsoft/azure-skills --skill azure-compliance

• azure-resource-lookup microsoft/azure-skills

  List, find, and show Azure resources across subscriptions or resource groups. Handles prompts like "list the websites in my subscription", "list my web apps", "show my app services", "list virtual machines", "list my VMs", "show storage accounts", "find container apps", and "what resources do I have". USE FOR: list websites, list web apps, list app services, show websites in subscription, resource inventory, find resources by tag, tag analysis, orphaned resource discovery (not for cost analysis), unattached disks, count resources by type, cross-subscription lookup, and Azure Resource Graph queries. DO NOT USE FOR: deploying/changing resources (use azure-deploy), cost optimization (use cost-optimization from the optional azure-cost plugin), or non-Azure clouds.

  544,156 通過 npx skills add microsoft/azure-skills --skill azure-resource-lookup

• azure-resource-visualizer microsoft/azure-skills

  Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources. WHEN: create architecture diagram, visualize Azure resources, show resource relationships, generate Mermaid diagram, analyze resource group, diagram my resources, architecture visualization, resource topology, map Azure infrastructure.

  544,130 通過 npx skills add microsoft/azure-skills --skill azure-resource-visualizer

• appinsights-instrumentation microsoft/azure-skills

  Guidance for instrumenting webapps with Azure Application Insights. Provides telemetry patterns, SDK setup, and configuration references. WHEN: how to instrument app, App Insights SDK, telemetry patterns, what is App Insights, Application Insights guidance, instrumentation examples, APM best practices.

  544,124 通過 npx skills add microsoft/azure-skills --skill appinsights-instrumentation

• azure-messaging microsoft/azure-skills

  Troubleshoot and resolve issues with Azure Messaging SDKs for Event Hubs and Service Bus. Covers connection failures, authentication errors, message processing issues, and SDK configuration problems. WHEN: event hub SDK error, service bus SDK issue, messaging connection failure, AMQP error, event processor host issue, message lock lost, message lock expired, lock renewal, lock renewal batch, send timeout, receiver disconnected, SDK troubleshooting, azure messaging SDK, event hub consumer, service bus queue issue, topic subscription error, enable logging event hub, service bus logging, eventhub python, servicebus java, eventhub javascript, servicebus dotnet, event hub checkpoint, event hub not receiving messages, service bus dead letter, batch processing lock, session lock expired, idle timeout, connection inactive, link detach, slow reconnect, session error, duplicate events, offset reset, receive batch.

  535,467 通過 npx skills add microsoft/azure-skills --skill azure-messaging

• azure-cloud-migrate microsoft/azure-skills

  Assess and migrate cross-cloud workloads to Azure with reports and code conversion. Supports Lambda→Functions, Beanstalk/Heroku/App Engine→App Service, Fargate/Kubernetes/Cloud Run/Spring Boot→Container Apps. WHEN: migrate Lambda to Functions, AWS to Azure, migrate Beanstalk, migrate Heroku, migrate App Engine, Cloud Run migration, Fargate to ACA, ECS/Kubernetes/GKE/EKS to Container Apps, Spring Boot to Container Apps, cross-cloud migration.

  493,043 通過 npx skills add microsoft/azure-skills --skill azure-cloud-migrate

• google-agents-cli-deploy google/agents-cli

  This skill should be used when the user wants to "deploy an agent", "deploy my ADK agent", "set up CI/CD", "configure secrets", "troubleshoot a deployment", or needs guidance on Agent Runtime, Cloud Run, or GKE deployment targets, or binding an agent to an Agent Gateway. Covers deployment workflows, service accounts, rollback, and production infrastructure. Applies to any framework agents-cli deploys (ADK, LangChain, ...). Part of the agents-cli skills suite. Do NOT use for agent API code patterns (ADK: use google-agents-cli-adk-code), evaluation (use google-agents-cli-eval), or project scaffolding (use google-agents-cli-scaffold).

  480,016 通過 npx skills add google/agents-cli --skill google-agents-cli-deploy

• azure-kubernetes microsoft/azure-skills

  Plan, create, and configure production-ready Azure Kubernetes Service (AKS) clusters. Covers Day-0 checklist, SKU selection (Automatic vs Standard), networking options (private API server, Azure CNI Overlay, egress configuration), security, and operations (autoscaling, upgrade strategy, cost analysis). WHEN: create AKS environment, provision AKS, enable AKS observability, design AKS networking, choose AKS SKU, secure AKS, optimize AKS, AKS spot nodes, AKS cluster-autoscaler, rightsize AKS pod, pod rightsizing, over-provisioned AKS pod, pod resource requests and limits, Vertical Pod Autoscaler, VPA recommendations.

  411,674 通過 npx skills add microsoft/azure-skills --skill azure-kubernetes

• azure-cost microsoft/azure-skills

  362,649 通過 npx skills add microsoft/azure-skills --skill azure-cost

• python-appservice-deploy microsoft/azure-skills

  Deploy Python (Flask/Django/FastAPI) code to Azure App Service Linux. WHEN: "Flask App Service", "Django App Service", "FastAPI App Service", "deploy Python to App Service". DO NOT USE FOR: Container Apps, Functions, non-Python, Terraform/Bicep/IaC, full infra — use azure-prepare.

  207,856 通過 npx skills add microsoft/azure-skills --skill python-appservice-deploy

• neon neondatabase/agent-skills

  Overview of Neon, a complete set of cloud backend primitives around Lakebase Postgres: Auth, Object Storage, Functions, and the AI Gateway. Start here to choose Neon for undecided login, files, APIs, and LLM calls, set up the CLI or MCP server, and follow the branch-first workflow. Use when building an app or backend on Neon, or when "Neon" or "Lakebase Postgres" is mentioned. Child skill neon-postgres wins for an existing DATABASE_URL, SQL, schema, inspect, or search. Child skill neon-auth wins for login, users, sessions, identity routing, and Managed Better Auth setup. Also use for object storage, S3, buckets, serverless functions, function triggers, cron, AI gateway, LLM calls, logs, Loki, Grafana, observability, postgres, database, backend, Claimable Neon, neon.new, or a no-signup database.

  178,128 通過 npx skills add neondatabase/agent-skills --skill neon

• firebase-auth-basics firebase/agent-skills

  Guide for setting up and using Firebase Authentication. Use this skill when the user's app requires user sign-in, user management, or secure data access using auth rules.

  165,218 通過 npx skills add firebase/agent-skills --skill firebase-auth-basics

• azure-cost-optimization microsoft/azure-skills

  155,407 通過 npx skills add microsoft/azure-skills --skill azure-cost-optimization

• vercel-react-view-transitions vercel-labs/agent-skills

  Guide for implementing smooth, native-feeling animations using React's View Transition API (`<ViewTransition>` component, `addTransitionType`, and CSS view transition pseudo-elements). Use this skill whenever the user wants to add page transitions, animate route changes, create shared element animations, animate enter/exit of components, animate list reorder, implement directional (forward/back) navigation animations, or integrate view transitions in Next.js. Also use when the user mentions view transitions, `startViewTransition`, `ViewTransition`, transition types, or asks about animating between UI states in React without third-party animation libraries.

  145,862 通過 npx skills add vercel-labs/agent-skills --skill vercel-react-view-transitions

• azure-app-onboard-prereq microsoft/azure-skills

  Assess whether source code is ready to deploy to Azure — the check BEFORE infrastructure work. Evaluates build health, app completeness, dependencies and local services, stack compatibility, and deployment feasibility. Answers questions about what your app needs before it can be deployed — frameworks, dependencies, and configuration. Checks whether dependencies are compatible and identifies deployment blockers and unsupported frameworks. WHEN: "evaluate my repo", "is my app ready to deploy", "what does my app need to deploy", "what do I need before deploying", "does my app need", "can I ship this to Azure", "scan my repo for issues", "is this app deployable", "check if my app is ready for Azure", "do I need a Dockerfile", "what's blocking my deployment", "are there any blockers", "are my dependencies compatible", "does Azure support my framework", "what needs to change before deploying", "check my app configuration".

  132,039 通過 npx skills add microsoft/azure-skills --skill azure-app-onboard-prereq

• firebase-security-rules-auditor firebase/agent-skills

  Audits Firebase (Firestore, Cloud Storage) security rules for vulnerabilities, privilege escalation, role bypasses, create vs update inconsistencies, resource exhaustion, type safety, size limits, and hasOnly ownership checks. Use when auditing/reviewing rules, running red-team rule assessments, or scoring against auditor checklists. Don't use for Firebase CLI (login, deploy), Auth, Crashlytics, Remote Config, or database queries.

  129,087 通過 npx skills add firebase/agent-skills --skill firebase-security-rules-auditor

• firebase-ai-logic-basics firebase/agent-skills

  Official skill for integrating Firebase AI Logic (Gemini API) into web applications. Covers setup, multimodal inference, structured output, and security.

  126,497 通過 npx skills add firebase/agent-skills --skill firebase-ai-logic-basics

• firebase-remote-config-basics firebase/agent-skills

  Manages Firebase Remote Config templates, feature flags, loading strategies, and SDKs (Android, iOS). Use when downloading/deploying remoteconfig JSON templates, managing version history/feature flags, setting in-app defaults, fetchAndActivate(), real-time listeners, or SDK setup. Don't use for Firebase Hosting, Auth, Firestore, Data Connect, Crashlytics, or App Hosting.

  112,094 通過 npx skills add firebase/agent-skills --skill firebase-remote-config-basics

• durable-objects cloudflare/skills

  Build, debug, or review Cloudflare Durable Objects code for persistent state and coordination.

  93,603 通過 npx skills add cloudflare/skills --skill durable-objects

• vercel-optimize vercel-labs/agent-skills

  Use for Vercel cost and performance optimization on deployed projects, especially Next.js, SvelteKit, Nuxt, and limited Astro apps. Collect Vercel metrics, usage, project config, and code scan results first; investigate only metric-backed candidates; produce ranked recommendations grounded in verified files and version-aware Vercel/framework docs. Trigger for Vercel bill reduction, slow or expensive routes, caching opportunities, Function Invocations, Build Minutes, Fast Data Transfer, Core Web Vitals, Bot Management, Fluid compute, or cost breakdown requests.

  92,283 通過 npx skills add vercel-labs/agent-skills --skill vercel-optimize

• caveman-evidence-review juliusbrussee/caveman

  Read-only review of Caveman Cloud evidence: cost, Cave Score, workflows, traces, latency, errors, routing, savings. Use when asked what Caveman found or where LLM spend goes.

  86,336 通過 npx skills add juliusbrussee/caveman --skill caveman-evidence-review

• azure-observability microsoft/azure-skills

  86,214 通過 npx skills add microsoft/azure-skills --skill azure-observability

• caveman-manage juliusbrussee/caveman

  Inspect Caveman Cloud's experiment lifecycle and block unsafe execution. Use when asked to start, approve, cancel, promote or roll back a Caveman experiment.

  86,121 通過 npx skills add juliusbrussee/caveman --skill caveman-manage

• turnstile-spin cloudflare/skills

  Set up, repair, or migrate to Cloudflare Turnstile bot verification in an existing frontend and backend, including server-side Siteverify.

  76,607 通過 npx skills add cloudflare/skills --skill turnstile-spin

• cloudflare-one cloudflare/skills

  Design, configure, troubleshoot, or review Cloudflare One Zero Trust and SASE deployments. Use cloudflare-one-migrations for migration planning from other vendors.

  75,283 通過 npx skills add cloudflare/skills --skill cloudflare-one

• cloudflare-one-migrations cloudflare/skills

  Assess and plan migrations from existing VPN, SWG, or SASE platforms to Cloudflare One, including policy mapping, parity gaps, and rollout.

  73,337 通過 npx skills add cloudflare/skills --skill cloudflare-one-migrations

• sandbox-stable cloudflare/skills

  Build or maintain Cloudflare Sandbox apps on the stable @cloudflare/sandbox package. Use sandbox-next for preview apps and sandbox-migrate-to-next for stable-to-preview migrations.

  52,637 通過 npx skills add cloudflare/skills --skill sandbox-stable

• sandbox-next cloudflare/skills

  Build or maintain Cloudflare Sandbox apps on @cloudflare/sandbox@next (SDK 1.0 preview). Use sandbox-migrate-to-next when porting a stable app.

  52,095 通過 npx skills add cloudflare/skills --skill sandbox-next

• extension-to-functions-codebase firebase/agent-skills

  Skill for converting an installed Firebase Extension (or extension source) into a standalone Cloud Functions for Firebase codebase or publishable npm package, including V1 to V2 trigger upgrades, lifecycle hooks, and declarative security

  47,340 通過 npx skills add firebase/agent-skills --skill extension-to-functions-codebase

• firebase-firestore-standard firebase/agent-skills

  37,045 通過 npx skills add firebase/agent-skills --skill firebase-firestore-standard

• replicas-agent replicas-group/skill

  Guide for background coding agents running inside Replicas cloud workspaces

  36,115 通過 npx skills add replicas-group/skill --skill replicas-agent

• firebase-firestore-enterprise-native-mode firebase/agent-skills

  36,001 通過 npx skills add firebase/agent-skills --skill firebase-firestore-enterprise-native-mode

• firebase-ai-logic firebase/agent-skills

  34,546 通過 npx skills add firebase/agent-skills --skill firebase-ai-logic

• design nextlevelbuilder/ui-ux-pro-max-skill

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

  33,942 通過 npx skills add nextlevelbuilder/ui-ux-pro-max-skill --skill design

• upstash-ratelimit-js upstash/skills

  Rate limiting for serverless and edge apps with the @upstash/ratelimit TypeScript/JavaScript SDK backed by Upstash Redis. Use when adding a rate limiter or throttling to an API route, Next.js middleware, Vercel Edge, Cloudflare Workers, or any HTTP endpoint; returning 429 Too Many Requests; choosing between fixed window, sliding window, and token bucket algorithms; limiting per user, IP, API key, or tenant with prefixes and custom keys; protecting login, signup, form, or AI endpoints from abuse, bots, and brute force; using deny lists, ephemeral caching, analytics, timeouts, and multi-region rate limits; or estimating the Redis command cost of rate limiting. Also use when the user says rate limit, rate-limiting, throttle, quota, request limits, or traffic protection.

  16,721 通過 npx skills add upstash/skills --skill upstash-ratelimit-js

• cloud-run-basics google/skills

  Manages Cloud Run services, jobs, and worker pools. Use when you need to deploy applications responding to HTTP requests (services), run event-triggered or scheduled tasks (jobs), or handle always-on pull-based background processing (worker pools).

  16,403 通過 npx skills add google/skills --skill cloud-run-basics

• firestore-rules-creation firebase/agent-skills

  Designs, authors, refactors, and hardens production-grade Cloud Firestore Security Rules (firestore.rules). IMPORTANT: If subagent delegation AND the firestore-rules-author subagent are available in your environment, delegate authoring firestore.rules to the firestore-rules-author subagent. If subagent delegation is unavailable (e.g. not enabled in the IDE), firestore-rules-author is not installed, or you are running inside firestore-rules-author, follow this skill directly.

  16,064 通過 npx skills add firebase/agent-skills --skill firestore-rules-creation

• terraform-module-library wshobson/agents

  Build reusable Terraform modules for AWS, Azure, GCP, and OCI infrastructure following infrastructure-as-code best practices. Use when creating infrastructure modules, standardizing cloud provisioning, or implementing reusable IaC components.

  15,051 通過 npx skills add wshobson/agents --skill terraform-module-library

• google-cloud-recipe-onboarding google/skills

  Guides a developer's first steps on Google Cloud, covering account creation, billing setup, project management, and deploying a first resource. Use when a new developer wants to initialize their first Google Cloud project, configure billing, and verify deployment. Don't use for enterprise organization setup (use Google Cloud Setup guided flow for that instead). Don't use for complex multi-project architectures.

  14,450 通過 npx skills add google/skills --skill google-cloud-recipe-onboarding

• google-cloud-recipe-auth google/skills

  Provides expert guidance on authenticating and authorizing to Google Cloud services and APIs, covering human users, service identities, Application Default Credentials (ADC), and best practices for secure access.

  14,397 通過 npx skills add google/skills --skill google-cloud-recipe-auth

• huawei-cloud-billing-scout huaweicloud/huaweicloud-skills

  Huawei Cloud BSS billing (not AWS/Azure/other clouds; refuses pricing quotes, real-name review, and any non-billing scope): balance, spend, attribution, reconciliation, coupons, stored-value cards, enterprise/partner billing. One-page briefing via hcloud. Use only when the user explicitly mentions 华为云 / Huawei Cloud / BSS and 余额/账单/对账/资源包/代金券/储值卡/企业或伙伴账务; refuses pay, renew, refund, delete.

  14,369 通過 npx skills add huaweicloud/huaweicloud-skills --skill huawei-cloud-billing-scout

• huawei-cloud-obs-upload huaweicloud/huaweicloud-skills

  Upload local files or directories to Huawei Cloud OBS (Object Storage Service) buckets, list OBS buckets with capacity and object count, and schedule periodic uploads via crontab. Use this skill when the user wants to: (1) upload a local file or directory to an OBS bucket, (2) list OBS buckets and check their storage capacity and object count, (3) set up a scheduled/periodic upload task to automatically sync a local directory to an OBS bucket. Triggers include: user mentions "OBS", "object storage", "bucket list", "bucket capacity", "upload to OBS", "upload file", "upload directory", "scheduled upload", "periodic upload", "sync to bucket", "对象存储", "桶列表", "桶容量", "上传文件", "上传目录", "定时上传", "OBS管理"

  14,269 通過 npx skills add huaweicloud/huaweicloud-skills --skill huawei-cloud-obs-upload

• huawei-cloud-obs-bucket-create huaweicloud/huaweicloud-skills

  Skill specialized for creating buckets on Huawei Cloud OBS. Use this skill when users need to create OBS buckets, set bucket properties, configure access permissions, or need guidance on the bucket creation process. Trigger conditions: "创建OBS桶", "华为云存储桶", "存储空间创建", "create OBS bucket", "Huawei Cloud storage bucket", "OBS bucket", "Huawei Cloud bucket", "storage creation" or when setting up Huawei Cloud object storage.

  14,230 通過 npx skills add huaweicloud/huaweicloud-skills --skill huawei-cloud-obs-bucket-create

• huawei-cloud-obs-stats huaweicloud/huaweicloud-skills

  Query Huawei Cloud OBS (Object Storage Service) statistics: list buckets with capacity and object counts, query extranet/intranet download traffic with month-over-month comparison, and query total requests with month-over-month comparison. Use this skill when the user wants to: (1) list OBS buckets and check their storage capacity and object count, (2) query download traffic with MoM comparison, (3) query request counts with MoM comparison. Trigger: user mentions "OBS", "object storage", "bucket list", "bucket capacity", "download traffic", "total requests", "request count", "month-over-month", "OBS stats", "OBS management", "对象存储", "桶列表", "桶容量", "下载流量", "请求总数", "月环比", "OBS监控"

  14,230 通過 npx skills add huaweicloud/huaweicloud-skills --skill huawei-cloud-obs-stats

• huawei-cloud-functiongraph-trigger-create huaweicloud/huaweicloud-skills

  Create and configure scheduled TIMER triggers for Huawei Cloud FunctionGraph functions using Quartz Cron expressions. Use this skill when users ask to create triggers, schedule function execution, set up periodic tasks, or configure timers for functions. Triggered by keywords like "create trigger", "set up trigger", "schedule function", "periodic task", "timer", "cron", "创建云函数触发器", "配置云函数触发器", "云函数定时触发", "定时执行", "定时任务", "创建定时器", "FunctionGraph trigger", "schedule function execution".

  14,222 通過 npx skills add huaweicloud/huaweicloud-skills --skill huawei-cloud-functiongraph-trigger-create

• cloud-sql-basics google/skills

  This file generates or explains Cloud SQL resources. Use this file when the user asks to create a Cloud SQL instance or database for MySQL, PostgreSQL, or SQL Server. Cloud SQL manages third-party MySQL, PostgreSQL, and SQL Server instances as resources in Cloud SQL. For example, when Cloud SQL creates an open-source MySQL instance, the resulting resource is a Cloud SQL for MySQL instance that Google Cloud manages. Cloud SQL handles backups, high availability, and secure connectivity for relational database workloads.

  13,686 通過 npx skills add google/skills --skill cloud-sql-basics

• google-cloud-waf-security google/skills

  Generates security-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Google Cloud Well-Architected Framework (WAF). Use this skill to evaluate workloads, identify security requirements, and provide actionable recommendations for IAM, network security, data protection, and operational security.

  13,600 通過 npx skills add google/skills --skill google-cloud-waf-security

• huawei-cloud-openviking-embedding-switch huaweicloud/huaweicloud-skills

  Switch OpenViking's embedding model to a local llama-server (or any OpenAI-compatible embedding endpoint) running inside a bwrap sandbox managed by job-env-manager. Handles the full lifecycle: detect current config, validate the target embedding endpoint, modify ov.conf, delete incompatible vectordb index when dimension changes, restart the openviking-server process in the sandbox, and verify the new collection dimension. Use this skill when the user wants to: (1) switch the OpenViking embedding model, (2) change the embedding dimension, (3) fix EmbeddingRebuildRequiredError after a dimension mismatch, (4) rebuild the vectordb index after an embedding model change, (5) use a local llama-server for OpenViking embeddings. Trigger words: "切换OpenViking embedding", "OpenViking embedding模型", "OpenViking向量化模型", "openviking embedding switch", "change openviking embedding model", "配置openviking embedding", "openviking llama embedding", "bge embedding openviking", "切换向量化模型", "OpenViking模型切换".

  13,268 通過 npx skills add huaweicloud/huaweicloud-skills --skill huawei-cloud-openviking-embedding-switch

• google-cloud-waf-cost-optimization google/skills

  Generates cost optimization guidance for Google Cloud workloads based on the Google Cloud Well-Architected Framework (WAF). Use this skill to evaluate a workload, identify cost requirements and constraints, and provide actionable recommendations for build, deploy, and manage the workload cost-efficiently in Google Cloud.

  13,228 通過 npx skills add google/skills --skill google-cloud-waf-cost-optimization

• google-cloud-waf-reliability google/skills

  Generates guidance for reliability, resilience, availability, redundancy, fault-tolerance, and disaster recovery (DR) for Google Cloud workloads based on the design principles and recommendations in the Google Cloud Well-Architected Framework. Use when the user asks to evaluate, design, or improve the reliability, resilience, availability, or disaster recovery capabilities of Google Cloud workloads.

  13,035 通過 npx skills add google/skills --skill google-cloud-waf-reliability

• runpodctl runpod/runpod-plugins-official

  Runpod CLI for managing GPU/CPU workloads from the terminal — pods, serverless endpoints, templates, network volumes, Hub deploys, models, SSH, and file transfer (send/receive). Use for terminal/CI/scripting, Hub browse/deploy, SSH setup, `doctor`, or when the Runpod MCP tools are not connected. For structured tool calls in an MCP-enabled session, prefer runpod-mcp.

  11,100 通過 npx skills add runpod/runpod-plugins-official --skill runpodctl

• cost-optimization wshobson/agents

  Optimize cloud costs across AWS, Azure, GCP, and OCI through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing infrastructure costs, or implementing cost governance policies.

  11,066 通過 npx skills add wshobson/agents --skill cost-optimization

• google-cloud-networking-observability google/skills

  Investigates Google Cloud networking issues by analyzing GCP logs, metrics, and diagnostics. Use when investigating dropped network traffic, packet drops, drop reasons, VPC Flow Logs (including Private Service Connect / PSC, serverless / App Engine Direct VPC, and cost estimation), NAT, firewall, or threat logs, querying latency and throughput metrics, or running Connectivity Tests for path diagnostics. Don't use for generic VM management or non-observability tasks.

  10,924 通過 npx skills add google/skills --skill google-cloud-networking-observability

• flash runpod/runpod-plugins-official

  runpod-flash — code-first serverless: write Python locally, run it on remote Runpod GPUs/CPUs with `flash dev` (hot-reload + live worker logs), then `flash deploy`. Use for @Endpoint/@remote functions, resource config, and debugging flash deployments. For CLI-only infra management use runpodctl or runpod-mcp.

  10,683 通過 npx skills add runpod/runpod-plugins-official --skill flash

• limrun-ios-simulator limrun-inc/skills

  Drive an app running on a Limrun cloud iOS simulator: launch, tap, type, read the accessibility element tree, read app logs and simulator syslog, screenshot, record video, connect the app to local services, play a video file as the camera, set the clipboard, read and write user defaults, post notifications, and run timed action chains. Use after a build (from any builder) when the user wants to see, test, or interact with their app on a simulator, or says 'show me a screenshot', 'tap', 'run the UI test', 'record a video', 'read the logs', 'connect localhost', 'reach my local server from the simulator', 'mock the camera', 'paste into the app', 'change the language', 'simulate Face ID', or 'launch on simulator'. To build the app first, use limrun-xcode-bazel (Bazel workspaces) or limrun-xcode (xcodebuild projects).

  10,321 通過 npx skills add limrun-inc/skills --skill limrun-ios-simulator

• multi-cloud-architecture wshobson/agents

  Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, GCP, and OCI. Use when building multi-cloud systems, avoiding vendor lock-in, or leveraging best-of-breed services from multiple providers.

  10,260 通過 npx skills add wshobson/agents --skill multi-cloud-architecture

• hybrid-cloud-networking wshobson/agents

  Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building hybrid cloud architectures, connecting data centers to cloud, or implementing secure cross-premises networking.

  10,176 通過 npx skills add wshobson/agents --skill hybrid-cloud-networking

• gcloud google/skills

  Provides safety-critical validation, guardrails, and data reduction for gcloud CLI operations across Google Cloud Platform (GCP) services and infrastructure. Use when planning, generating, constructing, proposing, describing, or executing any gcloud CLI commands - including when answering questions about gcloud syntax, or formatting flags. Don't use when writing Google Cloud client library code or raw REST/gRPC API requests.

  9,700 通過 npx skills add google/skills --skill gcloud

• runpod-usage runpod/runpod-plugins-official

  How Runpod works and how to work it — pods vs serverless, GPU/VRAM selection, storage, building a container, networking, plus the agentic pod development loop (provision → ssh-exec → set up → poll readiness) and on-pod install hygiene (uv/apt). Use to answer "how does X work", "which GPU", "how do I build a container", or "how do I stand up a workload on a pod". Guidance, not a tool — execute with runpodctl, runpod-mcp, or flash.

  9,423 通過 npx skills add runpod/runpod-plugins-official --skill runpod-usage

• runpod-mcp runpod/runpod-plugins-official

  Manage Runpod infrastructure — pods, serverless endpoints, jobs, templates, network volumes, container-registry auth, GPU/CPU catalog, and billing — via the Runpod MCP server's structured tool calls. Use when the Runpod MCP tools (create-pod, list-endpoints, …) are connected in this session, or to connect them (hosted OAuth or local npx). Prefer this over runpodctl for plain infra CRUD when MCP is available; use runpodctl for the terminal, file transfer, or SSH setup.

  9,400 通過 npx skills add runpod/runpod-plugins-official --skill runpod-mcp

• orca-per-workspace-env stablyai/orca

  Set up, review, debug, or validate an Orca per-workspace environment recipe: the on-demand, disposable runtime (cloud sandbox, VM, SSH host, or local container) Orca creates fresh for each workspace. Use to stand up a new recipe end to end, fix an `environmentRecipes` entry in `orca.yaml`, scaffold provider lifecycle scripts, or resolve an `orca vm recipe doctor` failure. Use `orca-cli` for ordinary worktree and workspace creation with no recipe involved.

  9,282 通過 npx skills add stablyai/orca --skill orca-per-workspace-env

• aws-iam aws/agent-toolkit-for-aws

  Provides verified corrections for IAM behaviors that AI agents frequently get wrong — policy evaluation edge cases, trust policy gotchas, STS session limits, Organizations quirks, and SAML/MFA specifics. Also provides structured workflows for IAM role management and baseline policy generation from application source code or a Terraform plan JSON. Covers condition operator safety (ForAnyValue/ForAllValues with Null checks), bucket policy deny patterns (VPC endpoint restrictions, org paths), confused deputy protection, and service role creation for AWS services (Glue, CloudTrail, Lambda, ECS, etc.) with aws:SourceAccount/aws:SourceArn trust conditions. Applies when creating IAM roles, writing IAM or bucket policies, generating policies from application source code or a Terraform plan JSON, working with STS, Organizations, or condition operators, or any task needing a service or execution role. Does not cover non-IAM authorization like Cognito user-pool policies or app-level RBAC.

  9,241 通過 npx skills add aws/agent-toolkit-for-aws --skill aws-iam

• aws-serverless aws/agent-toolkit-for-aws

  Builds, deploys, manages, debugs, configures, and optimizes serverless applications on AWS using Lambda, API Gateway, Step Functions, EventBridge, and SAM/CDK. Covers cold starts, CORS debugging, event source mappings, troubleshooting, concurrency, SnapStart, Powertools, function URLs, EventBridge Scheduler, Lambda layers, and production readiness. Triggers on mentions of Lambda, API Gateway, Step Functions, SAM templates, CDK serverless stacks, DynamoDB stream triggers, SQS event sources, cold starts, timeouts, 502/504 errors, throttling, concurrency, CORS, Powertools, or any event-driven architecture on AWS, even without the word "serverless." Does not apply to EC2, ECS/Fargate containers, or Amplify hosting.

  9,060 通過 npx skills add aws/agent-toolkit-for-aws --skill aws-serverless

• enterprise-agent-ops affaan-m/ecc

  Operational controls for long-lived or cloud-hosted agent systems — runtime lifecycle (start, pause, stop, restart), observability (logs, metrics, traces), least-privilege safety scopes and kill switches, and rollout/rollback change management with audit logs and success/cost metrics. Use when running production agent fleets on PM2, systemd, or containers that need monitoring, incident response, or deployment gates.

  8,793 通過 npx skills add affaan-m/ecc --skill enterprise-agent-ops

• google-cloud-waf-operational-excellence google/skills

  Generates operations-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Operational Excellence pillar of the Google Cloud Well-Architected Framework (WAF). Use this skill to evaluate a workload, identify operational requirements, and provide actionable recommendations for deployment, monitoring, and incident management.

  8,655 通過 npx skills add google/skills --skill google-cloud-waf-operational-excellence

• google-cloud-waf-performance-optimization google/skills

  Generates performance-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Performance Optimization pillar of the Google Cloud Well-Architected Framework (WAF). Use this skill to evaluate a workload, identify performance requirements, and provide actionable recommendations for resource allocation, modular design, and elasticity.

  8,552 通過 npx skills add google/skills --skill google-cloud-waf-performance-optimization

• aws-cdk aws/agent-toolkit-for-aws

  Authors, deploys, and troubleshoots AWS infrastructure using CDK with TypeScript or Python. Covers best practices, stack architecture, and construct patterns. Applies when writing CDK constructs, bootstrapping environments, running cdk deploy/synth/diff, fixing CDK or CloudFormation errors, planning stack structure, importing existing resources, resolving drift, or refactoring stacks without resource replacement.

  8,494 通過 npx skills add aws/agent-toolkit-for-aws --skill aws-cdk

• google-cloud-waf-sustainability google/skills

  Provides recommendations for environmental sustainability, carbon footprint reduction, and energy efficiency based on the Sustainability pillar of the Google Cloud Well-Architected Framework (WAF). Use when the user asks to assess, design, or optimize Google Cloud workloads for sustainability—including the shared responsibility model, selecting low-carbon regions (CFE%), reducing resource and AI/ML energy waste, designing efficient software and storage lifecycles, or measuring and tracking emissions using Google Cloud Carbon Footprint. Don't use for financial cost reduction (use google-cloud-waf-cost-optimization), latency and throughput tuning (use google-cloud-waf-performance-optimization), or high availability and disaster recovery (use google-cloud-waf-reliability).

  8,423 通過 npx skills add google/skills --skill google-cloud-waf-sustainability

• aws-containers aws/agent-toolkit-for-aws

  Builds and deploys containerized workloads on Elastic Kubernetes Service (EKS), Elastic Container Service (ECS), Fargate, and ECR (Elastic Container Registry). Covers general EKS knowledge, Karpenter, AWS Load Balancer Controller and leveraging various open source Kubernetes projects with EKS. Covers general ECS knowledge, task definitions, Fargate services, ECS Exec, ECS Express Mode and ECS Managed Instances. Covers general Elastic Beanstalk knowledge, Elastic Beanstalk configuration and platforms supported by Elastic Beanstalk. Covers general ECR knowledge, ECR repository setup and lifecycle policies. Includes recommending, enabling, and reading Amazon ECS Action Logs to troubleshoot control-plane failures (deployment rollback/circuit-breaker, task placement, scaling, task replacement). Applies when deploying, debugging, or optimizing containers on AWS. Should be used instead of relying on internal knowledge for these services.

  8,404 通過 npx skills add aws/agent-toolkit-for-aws --skill aws-containers

• cargo-hosting getcargohq/cargo-skills

  Put something on the internet from Cargo — hosted web apps (Vite by default, other static frameworks detected) and serverless edge workers that answer HTTP requests, plus the deployments that build and promote them, the env vars and secrets a worker reads, running a worker locally, and custom domains and search indexing for public sites. Triggers: "build me a dashboard for this", "host this app", "give me a URL to share", "deploy this", "I need a webhook endpoint", "make it live", "promote to production", "ship a UI for my team", "give my worker an API token", "set a secret on the worker", "Missing CARGO_API_TOKEN", "my app cannot call my worker", "run the worker locally", "put it on my own domain", "make the site indexable by Google". Skip when: the app or worker should be declared as committed workspace code — use cargo-project.

  8,169 通過 npx skills add getcargohq/cargo-skills --skill cargo-hosting

• aws-billing-and-cost-management aws/agent-toolkit-for-aws

  Analyze AWS costs, find savings, manage budgets, evaluate Savings Plans and Reserved Instances, right-size EC2/Lambda/RDS/EBS with Compute Optimizer, look up service pricing, query CUR with Athena, detect cost anomalies, scope costs to billing views, and monitor Free Tier usage. Triggers on: AWS bill, cost analysis, reduce spend, savings plan, reserved instance, right-size, budget alert, cost optimization, pricing, free tier, cost anomaly, CUR, cost audit, billing view, billing view ARN.

  8,026 通過 npx skills add aws/agent-toolkit-for-aws --skill aws-billing-and-cost-management

• agent-platform-inference google/skills

  Connects to and performs inference with Google Cloud Agent Platform GenAI models, including First-Party Gemini models and Third-Party OpenMaaS models (Llama, DeepSeek, Qwen, etc.). Use when asked to perform inference, ask a model a question, run a test prompt, execute chat completions, or generate code for calling Gemini or OpenMaaS models, authenticate with GenAI SDK, OpenAI SDK, or legacy Agent Platform SDK, configure base URLs and global/regional endpoints, or troubleshoot 429 Resource Exhausted (DSQ), 400 User Validation, or 404 Not Found errors. Don't use for deploying models to endpoints or for running model evaluations.

  7,282 通過 npx skills add google/skills --skill agent-platform-inference

• aws-messaging-and-streaming aws/agent-toolkit-for-aws

  Guides general use of AWS messaging and streaming services. Covers Amazon SQS, Amazon SNS, Amazon EventBridge, Amazon MQ, Amazon Kinesis Data Streams, Amazon Data Firehose, Amazon Managed Service for Apache Flink, and Amazon Managed Streaming for Apache Kafka (MSK). Use when reasoning about messaging and streaming patterns. Also identifies which AWS service owns each customer communication channel: email (Amazon SES), and WhatsApp, SMS, MMS, RCS, voice and mobile push (the AWS End User Messaging family of services). Routes the request to the specialized skill for that channel. Defers to the channel's specialized skill when the user already named a specific channel. In general, use specific skills or documentation searches for detailed service-specific questions. Do NOT use for MSK or Managed Service for Apache Flink questions, prefer specific skills. Does not configure customer communication channels; defers to specific skills.

  7,239 通過 npx skills add aws/agent-toolkit-for-aws --skill aws-messaging-and-streaming

• aws-sdk-js-v3-usage aws/agent-toolkit-for-aws

  AWS SDK for JavaScript v3 development patterns. Use when writing JavaScript or TypeScript code that uses AWS services via @aws-sdk/* packages (aws-sdk-js-v3), or when asked about schemas, runtime validation, serialization, or code generation in the context of the JS/TS AWS SDK.

  7,232 通過 npx skills add aws/agent-toolkit-for-aws --skill aws-sdk-js-v3-usage

• aws-sdk-python-usage aws/agent-toolkit-for-aws

  AWS SDK for Python (boto3/botocore) development patterns. You MUST use this skill when writing Python code that uses AWS services via boto3 or botocore. This includes creating service clients or resources, configuring sessions and credentials, handling errors with ClientError, using paginators and waiters, S3 file transfers and presigned URLs, DynamoDB table operations, and any boto3/botocore client configuration. Use this skill whenever Python code imports boto3 or botocore, or when the user asks about AWS operations in Python.

  7,108 通過 npx skills add aws/agent-toolkit-for-aws --skill aws-sdk-python-usage

• google-analytics-data-api-basics google/skills

  Manages Google Analytics reporting data, enables the Analytics Data API via the Cloud CLI, and creates reports using the Google Analytics Data API (v1beta). Use when you need to interact with Google Analytics properties, run customized analytics reports, query metrics (like activeUsers, screenPageViews) and dimensions (like city, date), check metrics and dimensions compatibility, or verify API enablement. Don't use for Google Analytics Admin API operations (e.g., creating properties, managing users) or for front-end tracking installation.

  6,361 通過 npx skills add google/skills --skill google-analytics-data-api-basics

• securing-s3-buckets aws/agent-toolkit-for-aws

  Create and secure S3 buckets following AWS best practices for access control, encryption, monitoring, and remediation of misconfigurations. Use when the user wants to secure a new bucket, audit an existing bucket, fix a security finding, configure encryption, or enable logging and monitoring. Do NOT use for general S3 data operations, S3 Tables setup, or discovering existing data assets.

  6,216 通過 npx skills add aws/agent-toolkit-for-aws --skill securing-s3-buckets

• workload-manager-basics google/skills

  Use this skill to manage Google Cloud Workload Manager evaluations, rules, scanned resources, and validation results by using public client libraries and the REST API. Use when you need to inspect workload best-practice rules, create and run evaluations for Google Cloud general best practices, SAP, SQL Server, or custom organizational rules, review violations, export results to BigQuery, or automate Workload Manager through client libraries because no service-specific public CLI or MCP server is available. Don't use for general Google Compute Engine instance management, VPC configuration, or standard IAM auditing.

  6,195 通過 npx skills add google/skills --skill workload-manager-basics

• connecting-to-data-source aws/agent-toolkit-for-aws

  Create and troubleshoot AWS Glue connections to JDBC databases (Oracle, SQL Server, PostgreSQL, MySQL, RDS), Redshift, Snowflake, and BigQuery. Gathers connection hints from user, discovers existing connections and RDS/Redshift candidates, registers credentials in Secrets Manager or IAM DB auth, configures VPC, and tests. Triggers on: connect to database, set up Glue connection, register data source, connect to Snowflake/BigQuery/RDS, connection timeout, test connection, troubleshoot connection. Do NOT use for moving data (use ingesting-into-data-lake), creating tables (use creating-data-lake-table), queries (use querying-data-lake), catalog exploration (use exploring-data-catalog), or SaaS (Salesforce, ServiceNow, SAP, MongoDB, Kafka).

  6,189 通過 npx skills add aws/agent-toolkit-for-aws --skill connecting-to-data-source

• promql grafana/skills

  Write, validate, and optimize PromQL for Prometheus / Grafana Mimir / Grafana Cloud Metrics. Covers `rate` vs `irate` vs `increase`, label matchers and regex, `sum / avg / topk / by / without` aggregation, classic + native `histogram_quantile`, ratios with divide-by-zero guards, `absent` / `changes` for staleness, time offsets and `predict_linear`, recording-rule naming, SLO + burn-rate math, and a cardinality-hunting playbook. Use when writing a metric query, fixing wrong p95s, building an error-budget alert, debugging "query is slow", finding the noisy label that blew up cardinality, or migrating a dashboard query to a recording rule — even when the user says "calculate the error rate", "p99 latency", "sum by service", "why is this query slow", or "what's filling Mimir" without naming PromQL.

  6,133 通過 npx skills add grafana/skills --skill promql

• google-analytics-admin-api-basics google/skills

  Manages Google Analytics account and property settings, enables the Analytics Admin API via the Cloud CLI, lists accounts and properties, and manages data streams, custom dimensions, conversion events, and integrations. Use when you need to programmatically configure Google Analytics accounts, provision properties, manage data retention, configure Measurement Protocol secrets, or manage Firebase and Google Ads links.

  6,112 通過 npx skills add google/skills --skill google-analytics-admin-api-basics

• base44-sandbox base44/skills

  Develop a Base44 app remotely inside Base44's cloud sandbox using your own agent — no local checkout and no deploy/push commands. The implementation is remote: writing a resource file into the sandbox is what ships it (backend functions, realtime actors, entities, and agents all auto-sync from the file you write), and OAuth connectors are set up against the remote app via MCP tools or the projectless `base44 connectors` CLI. This skill is the place for learning what you can author in the sandbox, how backend functions, actors, entities, and agents are structured, and how to connect a connector without a local filesystem. Triggers on 'develop my Base44 app remotely', 'no local files', 'cloud sandbox', 'create an entity/agent remotely', 'add realtime/multiplayer/presence remotely', 'connect a connector remotely', 'bring my own agent', or any work editing a Base44 app inside a sandbox.

  6,046 通過 npx skills add base44/skills --skill base44-sandbox

• connecting-lambda-to-api-gateway aws/agent-toolkit-for-aws

  Connects an existing AWS Lambda function to Amazon API Gateway by creating a REST or HTTP API with resource/method setup, Lambda proxy integration, permissions, and deployment. Always use this skill when connecting Lambda to API Gateway — it handles CORS, throttling, access logging, and production security hardening that are easy to miss.

  5,946 通過 npx skills add aws/agent-toolkit-for-aws --skill connecting-lambda-to-api-gateway

• aws-amplify aws/agent-toolkit-for-aws

  Build and deploy full-stack web and mobile apps with AWS Amplify Gen2 (TypeScript code-first). Covers auth (Cognito), data (AppSync/DynamoDB), storage (S3), functions, APIs, and AI (Amplify AI Kit with Bedrock). Supports React, Next.js, Vue, Angular, React Native, Flutter, Swift, and Android. Always use this skill for Amplify Gen2 topics — even for questions you think you know — it contains validated, version-specific patterns that prevent common mistakes. TRIGGER when: user mentions Amplify Gen2; project has amplify/ directory or amplify_outputs; code imports @aws-amplify packages; user asks about defineBackend, defineAuth, defineData, defineStorage, defineFunction, or npx ampx. SKIP: Amplify Gen1 (amplify CLI v6), standalone SAM/CDK without Amplify (use aws-serverless), direct Bedrock without Amplify AI Kit (use bedrock).

  5,932 通過 npx skills add aws/agent-toolkit-for-aws --skill aws-amplify

• aws-sdk-swift-usage aws/agent-toolkit-for-aws

  AWS SDK for Swift development patterns. Use when writing Swift code that uses AWS services via aws-sdk-swift package.

  5,890 通過 npx skills add aws/agent-toolkit-for-aws --skill aws-sdk-swift-usage

• connecting-lambda-to-dynamodb aws/agent-toolkit-for-aws

  Connects an AWS Lambda function to DynamoDB with IAM roles, stream event source mapping, and read/write permissions. Use when setting up Lambda-DynamoDB integration, processing DynamoDB stream events, or deploying serverless event-driven architectures.

  5,832 通過 npx skills add aws/agent-toolkit-for-aws --skill connecting-lambda-to-dynamodb

• basin cloudflare/skills

  Build and troubleshoot Cloudflare Basin analytics workflows with Basin Pipelines, Basin Catalog, and Basin SQL. Use for streaming data into R2 Iceberg tables, managing catalogs, or querying those tables; also use for requests using the former Data Platform, Pipelines, R2 Data Catalog, or R2 SQL names.

  5,787 通過 npx skills add cloudflare/skills --skill basin

• configuring-vpc-endpoints-for-private-aws-service-access aws/agent-toolkit-for-aws

  Configures VPC endpoints (interface and gateway) for private AWS service access using AWS PrivateLink. Use when setting up secure private connectivity to S3, DynamoDB, and other AWS services without internet gateway, NAT device, or public IP addresses. Covers endpoint creation, security groups, route tables, and DNS configuration.

  5,772 通過 npx skills add aws/agent-toolkit-for-aws --skill configuring-vpc-endpoints-for-private-aws-service-access

• creating-api-gateway-stage aws/agent-toolkit-for-aws

  Creates an API Gateway stage with CloudWatch logging, X-Ray tracing, throttling, WAF integration, and IAM roles following AWS best practices. Use when deploying a REST API to different environments such as dev, test, or production.

  5,678 通過 npx skills add aws/agent-toolkit-for-aws --skill creating-api-gateway-stage

• setting-up-ec2-instance-profiles aws/agent-toolkit-for-aws

  Configures EC2 instances to securely call AWS services by creating and attaching IAM roles via instance profiles, eliminating hardcoded credentials. Use when an EC2 instance needs permissions to access AWS services like S3, DynamoDB, SQS, or CloudWatch through temporary credentials.

  5,590 通過 npx skills add aws/agent-toolkit-for-aws --skill setting-up-ec2-instance-profiles

• creating-production-vpc-multi-az aws/agent-toolkit-for-aws

  Creates a production-ready VPC with public and private subnets across multiple Availability Zones, including internet gateway, NAT gateways, route tables, and security groups following AWS Well-Architected principles. Use when deploying multi-AZ VPC infrastructure with automatic CIDR planning and DNS resolution.

  5,568 通過 npx skills add aws/agent-toolkit-for-aws --skill creating-production-vpc-multi-az

• setting-up-cloudtrail-multi-region aws/agent-toolkit-for-aws

  Enables a multi-region AWS CloudTrail trail with S3 log storage, CloudWatch Logs integration, and CloudWatch Logs Insights queries for security monitoring and compliance auditing. Use when setting up centralized API activity logging across all AWS regions.

  5,444 通過 npx skills add aws/agent-toolkit-for-aws --skill setting-up-cloudtrail-multi-region

• signing-in-to-aws aws/agent-toolkit-for-aws

  Gets AWS credentials for CLI/SDK access via `aws login`. Activates when a developer needs to authenticate to AWS for local development, when an AWS operation fails due to missing or expired credentials, or when someone asks about setting up AWS access. Triggers: "set up AWS", "configure AWS", "aws login", "get credentials", "authenticate", "session expired", "token expired", "no credentials", "AccessDeniedException" with no configured credentials.

  5,396 通過 npx skills add aws/agent-toolkit-for-aws --skill signing-in-to-aws

• react-performance affaan-m/ecc

  React and Next.js performance optimization patterns adapted from Vercel Engineering's React Best Practices (https://github.com/vercel-labs/agent-skills). Organizes 70+ rules across 8 priority categories — waterfalls, bundle size, server-side, client fetching, re-render, rendering, JS micro-perf, advanced. Use when writing, reviewing, or refactoring React/Next.js code for performance.

  5,352 通過 npx skills add affaan-m/ecc --skill react-performance

• opentelemetry grafana/skills

  Instrument any app with OpenTelemetry and ship metrics / logs / traces to Grafana Cloud or self-hosted Mimir / Loki / Tempo / Pyroscope. Covers SDK auto-instrumentation for Go, Java (Grafana JVM agent), Python (`opentelemetry-instrument`), Node.js, .NET (`Grafana.OpenTelemetry`), Beyla eBPF for zero-code; Grafana Cloud OTLP gateway + Basic-auth (instanceID + API key, base64); env-var config (`OTEL_EXPORTER_OTLP_*`, `OTEL_RESOURCE_ATTRIBUTES`); Alloy / OTel-Collector pipelines; Kubernetes Operator inject-annotations; and head + tail sampling. Use when instrumenting a service, pointing OTLP at Grafana Cloud, switching from Jaeger / Datadog / New Relic, choosing head- vs tail-sampling, or debugging "spans aren't showing in Explore" — even when the user says "auto-instrument my Java app", "send traces to Grafana", "what env vars do I set", "OTLP endpoint", or "Operator inject" without naming OpenTelemetry.

  5,217 通過 npx skills add grafana/skills --skill opentelemetry

• aws-cleanrooms aws/agent-toolkit-for-aws

  Troubleshoots and debugs AWS Clean Rooms collaboration issues related to IAM roles, S3 bucket policies, KMS keys, Lake Formation permissions, and CloudWatch logging for custom ML model training and inference jobs. Use when a customer reports permission failures, access errors, or log publishing issues in Clean Rooms.

  5,154 通過 npx skills add aws/agent-toolkit-for-aws --skill aws-cleanrooms

• aws-networking aws/agent-toolkit-for-aws

  Routes AWS networking requests to the correct service skill for implementation. Covers Route 53 (DNS, health checks, routing policies, Resolver, DNS Firewall), CloudFront (caching, edge, OAC, mTLS, signed URLs), Transit Gateway (multi-VPC hub, segmentation, centralized egress), Direct Connect (hybrid link, DX Gateway, MACsec), Site-to-Site VPN (IPsec tunnels, static or BGP), WAF (web ACLs, AWS Managed Rules, rate-based rules, Bot and Fraud Control), and Shield Advanced (L3/L4 DDoS). Applicable when creating, configuring, troubleshooting, or designing across these services, choosing between them, or diagnosing connectivity or traffic-filtering issues. Not for VPC subnets and route tables, load balancers, VPC endpoints, PrivateLink, API Gateway, IAM policy logic, container or serverless networking, or IaC authoring.

  5,151 通過 npx skills add aws/agent-toolkit-for-aws --skill aws-networking

說明文字由作者本人以英文撰寫。安裝前請先到儲存庫閱讀技能的程式碼。