Skills
97,222 packaged capabilities and playbooks for agents. Install any of them with one command.
Cloud & DevOps
Analyze the migrability of C/C++/ASM/Fortran/Go/Java/Python/Scala source code to Kunpeng (ARM64) platform using Huawei DevKit CLI tool. Connect to the source server via SSH, install DevKit, scan source code, and generate a migration assessment report. If the user does not have a remote server, this skill can automatically provision a Kunpeng ECS instance on Huawei Cloud (Guiyang Region 1) using hcloud CLI. Use this skill when the user wants to: (1) assess source code portability/migrability to Kunpeng ARM platform, (2) scan C/C++/ASM/Fortran/Go/Java/Python/Scala code for migration issues, (3) generate a Kunpeng migration report for their software project, (4) check source code compatibility with ARM64/Kunpeng architecture, (5) provision a Kunpeng server on Huawei Cloud for migration assessment. Trigger: user mentions "鲲鹏移植", "鲲鹏迁移", "Kunpeng migration", "Kunpeng porting", "源码迁移", "源码移植", "ARM64迁移", "ARM移植评估", "DevKit", "可迁移性分析", "migrability", "porting assessment", "migration report", "鲲鹏评估", "购买鲲鹏服务器", "鲲鹏云服务器", "Kunpeng ECS"
Use when the user asks to "design cloud architecture", "set up Terraform infrastructure", "optimize cloud costs", "plan disaster recovery", "configure multi-region failover", "audit IAM policies", "migrate to cloud", "set up VPC networking", "compare AWS vs GCP vs Azure", or "right-size cloud instances". Expert cloud architecture covering AWS, GCP, Azure, multi-cloud strategy, cost optimization, security, and infrastructure automation.
Install and configure Tailscale across platforms. Detects OS, distro, and environment (including WSL2 and containers). Verifies existing installations, performs platform-appropriate install, and guides initial connection. Use when setting up Tailscale on a new machine, onboarding a server to a tailnet, or verifying an existing install.
Provides comprehensive guidance for Terraform including infrastructure as code, providers, modules, and state management. Use when the user asks about Terraform, needs to create infrastructure as code, manage cloud resources with Terraform, or implement IaC best practices.
Turso edge-hosted SQLite platform built on libSQL (open-source SQLite fork). Covers @libsql/client SDK, embedded replicas with local sync, multi-database per-tenant architecture, platform API for database provisioning, schema migrations, vector search with F32_BLOB, batch operations, interactive transactions, and encryption at rest. Use when connecting to Turso databases, configuring embedded replicas, provisioning databases via the platform API, implementing per-tenant database isolation, performing vector similarity search, or integrating libSQL with Drizzle ORM.
Expert ML engineer specializing in machine learning model lifecycle, production deployment, and ML system optimization. Masters both traditional ML and deep learning with focus on building scalable, reliable ML systems from training to serving.
Use when adding Spring AI-specific model observations, token usage, latency, externally configured cost attribution, advisor telemetry, or protected prompt and completion logging. Use production-observability for general service metrics, health, logs, and OTLP setup.
Alibaba Cloud PAI-Rec Engine Diagnostic and Configuration Validation Skill. Use for diagnosing PAI-Rec engine interface issues and validating engine configurations. Triggers: "PAI-Rec", "engine diagnosis", "engine config validation", "pairec", "recommendation engine".
Core AWS services for application developers. Covers S3 (storage, presigned URLs, lifecycle), Lambda (functions, layers, cold starts), IAM (roles, policies, least privilege), DynamoDB (single-table design, GSI/LSI, streams), SQS/SNS (queues, topics, fan-out), CloudFront (CDN, caching), RDS/Aurora (Postgres/MySQL, connection pooling), ECR/ECS/Fargate (containers), Route 53 (DNS), Secrets Manager, and CDK v2 (TypeScript IaC, constructs, stacks, testing). Use when building AWS infrastructure, writing CDK stacks, configuring IAM policies, designing DynamoDB tables, setting up Lambda functions, creating S3 presigned URLs, deploying containers on ECS/Fargate, or configuring CloudFront distributions.
Manage eCDN zones, security settings, and edge configuration for B2C Commerce storefronts. Use this skill whenever the user needs to purge CDN cache, provision SSL certificates, configure WAF or firewall rules, set up rate limiting, enable logpush or Page Shield, manage MRT routing, configure mTLS or cipher suites, or optimize edge performance. Also use when troubleshooting CDN-layer issues, managing zone settings, or adding rules to the SCAPI (API) zone -- even if they just say 'clear the cache' or 'block bot traffic on our storefront'.
Provides comprehensive guidance for Alibaba Cloud ECS including instance creation, configuration, security groups, and ECS management. Use when the user asks about Alibaba Cloud ECS, needs to create ECS instances, configure ECS, or manage Alibaba Cloud compute resources.
Scaffold a VeChain dApp with Next.js, VeChain Kit, Chakra UI v3, and GitHub Pages deployment. Supports standalone (frontend-only) or monorepo (Turbo + Hardhat contracts) modes. Use when creating a new VeChain project, scaffolding a dApp, setting up a VeChain frontend, or bootstrapping a VeChain monorepo.
"Safely deploys Move contracts to Aptos networks (devnet, testnet, mainnet) with pre-deployment verification. Triggers on: 'deploy contract', 'publish to testnet', 'deploy to mainnet', 'how to deploy', 'publish module', 'deployment checklist', 'deploy to devnet'."
Configures, manages, and debugs the Fastly CDN platform — covering service and backend setup, caching and VCL, security features like DDoS/WAF/NGWAF/rate limiting/bot management, TLS certificates and cache purging, the Compute platform, and the REST API. Use when working with Fastly services or domains, setting up edge caching or origin shielding, configuring security features, making Fastly API calls, enabling products, or looking up Fastly documentation. Also applies when troubleshooting 503 errors or SSL/TLS certificate mismatches on Fastly, and for configuring logging endpoints, load balancing, ACLs, or edge dictionaries. Read the relevant reference file before writing any Fastly API call or curl command — request field names (e.g. the backend fields override_host, ssl_cert_hostname, ssl_sni_hostname, use_ssl) are easy to misremember, and a wrong name causes a silent 503 instead of an error, so do not rely on training-knowledge field names.
Provides comprehensive guidance for GitLab CI/CD including pipeline configuration, runners, artifacts, and automation. Use when the user asks about GitLab CI, needs to create GitLab pipelines, configure CI/CD workflows, or automate deployments with GitLab.
Use when operating Halo themes, plugins, attachments, backups, or moments from the terminal. This includes install, upgrade, activate, enable, disable, upload, download, create, delete, reload, and batch maintenance flows. Trigger this skill whenever the user mentions Halo themes, plugins, attachments, backups, moments, or any Halo CMS maintenance operation in a CLI context.
Install Kunpeng DevKit in WebUI mode on Huawei Cloud. Create a Kunpeng (aarch64) ECS via Python SDK with random password, encrypt password via Python KMS SDK, use hcloud CLI for EIP/VPC operations, use Python paramiko SSH (password in process memory only) to install DevKit-All-x.x.x-Linux-Kunpeng.tar.gz, including framework and all plugins (porting/affinity/devtools/debugger/sys_perf/java_perf/sys_diagnosis). Use this skill when the user wants to install DevKit on a new Kunpeng ECS. Trigger: user mentions "DevKit", "Kunpeng DevKit", "install DevKit", "DevKit WebUI", "Kunpeng DevKit", "DevKit-All", "鲲鹏DevKit", "安装DevKit", "鲲鹏开发套件"
Full-dimension log analysis skill. Automatically identifies log types (Java application / MySQL Binlog / Nginx / Trace / alerting), extracts key entities (IP, thread_id, trace_id, user, table names, etc.), and performs root cause localization, alert analysis, and anomaly insights. Supports 100M+ large files. Trigger words: analyze logs, log troubleshooting, root cause localization, alert analysis, anomaly analysis.
Official reference guide for the PPIO platform, covering the LLM API (OpenAI-compatible), Agent sandboxes, GPU (instances and serverless), integrations, authentication, pricing, rate limiting, and troubleshooting. Applies to questions such as "How do I integrate PPIO into a specific use case?" and common issues like failed PPIO requests.
Creates Pulumi infrastructure-as-code projects in Python, defines cloud resources (AWS, Azure, GCP), configures ESC environments for secrets management, sets up OIDC authentication for secure deployments, and builds multi-language component resources. Use when creating Pulumi Python projects, writing infrastructure code, configuring cloud providers, managing secrets with Pulumi ESC, setting up OIDC for Pulumi, automating infrastructure deployments with Python, creating reusable Pulumi components in Python, or configuring Python toolchains (pip, poetry, uv) for Pulumi. Also use when the user mentions pyproject.toml with Pulumi, component_provider_host, or Python virtual environments for infrastructure code.
Audit and scaffold `.github/workflows/copilot-setup-steps.yml` for GitHub Copilot cloud agent environments. Use for missing or broken setup workflows, runner/firewall/dependency/LFS/proxy issues, or Copilot setup repair. Do NOT use for generic GitHub Actions.
Configure security information and event management (SIEM) systems for threat detection, log aggregation, and compliance. Use when implementing centralized security logging, writing detection rules, or meeting audit requirements across cloud and on-premise infrastructure.
Manage, deploy, operate, and instrument applications with Temps. Use this skill whenever the user mentions Temps, `@temps-sdk/[email protected]`, deploying or migrating an app to Temps, projects, environments, services, domains, backups, logs, monitoring, analytics, browser Performance Insights/Core Web Vitals, observability, error tracking, OpenTelemetry, tracing, session replay, or Temps Cloud. Also use it when preparing an application for production on Temps even if the user does not explicitly ask for the CLI. Route to focused references, proactively detect missing observability during create/link/deploy journeys, and use pinned `bunx` or `npx` CLI invocations with explicit target contexts.
Manages Fabric Variable Library items, including definitions, libraryVariables and valueSets overrides. Covers which consumers can reference a variable and with what syntax -- pipelines, notebooks via notebookutils variableLibrary, Dataflow Gen2, Copy Jobs, shortcuts, UDFs and Plan items -- the active value set per workspace or deployment stage, and Git serialization for CI/CD.
Vercel deployment configuration, preview environments, and edge functions. Covers vercel.json and vercel.ts configuration, rewrites, redirects, headers, environment variables across production/preview/development, custom domains, DNS setup, edge and serverless functions, Vercel CLI, GitHub Actions CI/CD, and monorepo deployments. Use when deploying to Vercel, configuring builds, setting up preview branches, managing environment variables, configuring custom domains, or using edge/serverless functions. Use for vercel, deploy, preview, edge-function, serverless, vercel-json, environment-variables, domains, monorepo.
Bring-your-own proxy: per-skill country bindings (rotating + sticky sessions) and dedicated static IPs, opt-in routing. Use when the user wants paid residential/static IPs or per-skill geo routing (e.g. bind web-crawler to JP, add IPRoyal account, pin one fixed IP to a skill, route this scrape via DE).
Advise developers on using Contentstack branches for isolated content development and aliases for zero-downtime content deployments. Cover branch strategy, branch-specific vs global modules, CI/CD integration, merge behavior, and rollback patterns. Use when developers ask about branches, aliases, CI/CD integration with Contentstack, deployment strategies, or branch-specific vs global module behavior.
Microsoft Fabric integration with Power BI semantic models. PROACTIVELY activate for: (1) Microsoft Fabric platform tasks, (2) Direct Lake mode and OneLake connectivity, (3) Fabric lakehouse, warehouse, KQL Database, Eventstream, Data Activator, (4) Dataflow Gen2 ETL, (5) Fabric notebooks (PySpark, Spark SQL, semantic-link), (6) Fabric workspace and capacity (F-SKU) management, (7) delta tables and V-Order optimization, (8) medallion architecture (bronze/silver/gold), (9) Semantic Link / sempy / semantic-link-labs Python workflows, (10) Direct Lake fallback rules and mixed mode. Provides: Direct Lake setup, Fabric capacity sizing, lakehouse-to-semantic-model patterns, sempy/semantic-link-labs recipes, and end-to-end medallion architecture templates.
Use when implementing OCI GenAI inference APIs, troubleshooting rate limits or token errors, optimizing GenAI costs, or handling sensitive data (PHI/PII) in prompts. Covers model selection, cost calculations, token management, response validation, and healthcare/compliance considerations.
Validate Dockerfiles against best practices for syntax errors, image tagging, package pinning, and shell script issues in RUN commands. Auto-detects hadolint binary or Docker image fallback. Checks project config or falls back to sensible defaults. Use when creating or modifying Dockerfiles, reviewing container images, or catching Dockerfile anti-patterns before building.
Systematic, safety-first diagnosis of developer network failures such as connection refused, DNS resolution errors, TLS certificate problems, proxy failures, and package registry timeouts. Use when a command fails with a network-shaped error (curl, npm, pip, git, docker), when a service is unreachable, or when the user asks to debug connectivity, DNS, TLS, or proxy issues.
RouterOS firewall filter, NAT, mangle, and address-list configuration. Use when: writing firewall rules in RouterOS, configuring NAT, setting up address-lists or interface-lists, writing idempotent firewall scripts, configuring DNS redirect or port forwarding, or when the user mentions /ip/firewall, chain=forward, chain=input, connection-state, address-list, interface-list, or layer7-protocol on MikroTik.
Use this skill to author and iterate on Signadot plan specs: discover schema/actions, compose params and steps, create/run plans, inspect outputs and logs, and tag validated plans. It is not for conceptual explanations or running existing tagged plans to validate code changes.
Monitor and debug SuperPlane workflow executions. Inspect runs, diagnose failures, and manage execution queues. Use when a workflow fails, an execution is stuck, or the user wants to check run status. Triggers on "debug", "failed", "failure", "execution", "output channel", "passed but failed", "run status", "stuck", "queue", "troubleshoot".
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.