Skills
96,981 packaged capabilities and playbooks for agents. Install any of them with one command.
Cloud & DevOps
Expert knowledge for Azure Container Apps development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when configuring ACA auth/networking, workload profiles/GPUs, CI/CD deployments, KEDA/Dapr scaling, or Java microservices, and other Azure Container Apps related development tasks. Not for Azure App Service (use azure-app-service), Azure Functions (use azure-functions), Azure Kubernetes Service (AKS) (use azure-kubernetes-service), Azure Spring Apps (use azure-spring-apps).
Expert knowledge for Azure SQL Database development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when choosing DTU/vCore tiers, configuring serverless or Hyperscale, geo-replication/DR, CI/CD, or Terraform, and other Azure SQL Database related development tasks. Not for Azure SQL Managed Instance (use azure-sql-managed-instance), SQL Server on Azure Virtual Machines (use azure-sql-virtual-machines), Azure Cosmos DB (use azure-cosmos-db), Azure Data Factory (use azure-data-factory).
Investigate incidents, debug performance issues, analyze logs, and manage observability resources in Dynatrace using the dtctl CLI. Use this skill whenever the user asks about error rates, latency spikes, service health, crash-looping pods, web vitals, SLO status, open problems, root cause analysis, log patterns, trace analysis, or building dashboards — even if they don't mention Dynatrace by name. Also covers DQL queries, workflow management, notebook and dashboard creation, settings configuration, and any operations against a Dynatrace environment.
Design, implement, backfill, audit, and release in-game changelogs with contiguous versioning, deployment provenance, menu-state navigation, accessible toggle, close, and Escape behavior, and responsive release-ledger UI. Use when Codex needs to add or revise a changelog or version screen in a game, reconstruct release history from deployments and Git, define version-bump rules, keep displayed versions synchronized with live builds, or test changelog mechanics across desktop and mobile.
Optimizes GKE costs, rightsizes workloads, and configures Spot VMs and CUDs. Use when optimizing GKE costs, rightsizing GKE workloads, or configuring GKE Spot VMs. Don't use for general compute class provisioning or GPU Selection (use gke-compute-classes instead).
Work with the @upstash/box TypeScript/JavaScript SDK for sandboxed cloud containers with AI agents, shell, filesystem, git, cron schedules, snapshots, and a headless browser. Use when building with Upstash Box, creating a sandbox or isolated environment to run untrusted or agent-generated code, running AI coding agents in containers, giving an agent a cloud dev environment with a shell and repository, browser automation from a box, scheduling recurring jobs inside a box, saving and restoring snapshots, or orchestrating parallel boxes.
Connects an existing, active Agentforce agent to a channel by resolving a fallback queue, setting up inbound routing (either PATCH SessionHandlerId on the MessagingChannel, or an inbound RoutingFlow for Voice/Email), and optionally configuring outbound escalation. Use when the user wants to add a channel to an existing agent, connect an agent to a messaging or voice channel, route Voice or Email-to-Case to an Agentforce agent, or set up a fallback queue for an agent channel. Also applies to an existing Help Agent. The channel infrastructure must already exist — this skill adds routing. DO NOT TRIGGER when the agent does not yet exist or still needs Help Agent setup (use agentforce-generate or service-helpagent-coordinate), when setting up Email-to-Case with an agent end-to-end (use service-email-to-case-configure), when creating the MessagingChannel itself (use service-digital-engagement-channel-configure), or when creating an Embedded Service Deployment (use service-digital-engagement-deployment-configure).
Use when one Python service must send each agent's, tenant's, team's, or request's spans to its correct Arize space and project using application metadata. Covers dynamic OpenTelemetry routing for custom agent builders and multi-tenant applications, including register_with_routing, set_routing_context, multi-space tracing, and custom span routing.
**WORKFLOW SKILL** — Manage Aspire lifecycle in VS Code or the CLI. WHEN: "start or stop my Aspire app", "aspire_apphost_start", "aspire_apphost_stop", "notEditorOwned", "ambiguousSession", "aspire start", "aspire stop", "aspire wait", resource restart, file-lock errors (MSB3491 or CS2012), port conflicts, git worktrees, "--isolated", "aspire update --self", "aspire update --migrate", "aspire describe --include-hidden", "aspire stop --force", "aspire terminal", integration discovery, default watch, or hot reload. INVOKES: VS Code lifecycle tools first when exposed; Aspire CLI for readiness, inspection, resource operations, isolated worktree starts, and allowed fallbacks. DO NOT USE FOR: deploy/publish/destroy (aspire-deployment), logs/traces/metrics (aspire-monitoring), or AppHost code and resource wiring (aspireify). FOR SINGLE OPERATIONS: Load the matching editor tool first, then obey the exact-target, worktree-isolation, and stop-result rules below.
Analyzes Google Cloud BigQuery slot consumption, query costs, and execution bottlenecks using INFORMATION_SCHEMA. Use when diagnosing slow BigQuery queries, slot starvation, high on-demand query costs, unpartitioned table scans, or join performance issues. Don't use for generic BigQuery administration (use bigquery-basics), BigQuery ML (use bigquery-ai-ml), or DataFrame operations (use bigquery-bigframes)
Automatically update OpenClaw every night. Use when the user wants their agent to stay up-to-date with the latest OpenClaw version. Runs a cron job that stops the gateway, runs the update, and restarts. Triggered when user mentions: "update yourself", "auto update", "nightly update", "keep updated", "self update", or any variation of updating the agent.
**ANALYSIS SKILL** - Observe Aspire apps: logs, traces, metrics, resource state, telemetry export, browser telemetry, and the standalone dashboard. Routes between local Aspire CLI, AKS workload diagnostics, and deployed Azure resource health. USE FOR: aspire logs, aspire otel logs, aspire otel traces, aspire otel spans, aspire describe, aspire ps, aspire export, aspire dashboard run, describe --include-hidden, browser logs in dashboard, terminal view, DevTunnel URLs, WithBrowserLogs, App Insights query, AKS pod logs, container app logs. DO NOT USE FOR: start/stop/wait (use aspire-orchestration), deploy/publish/destroy (use aspire-deployment), AppHost code edits like WithBrowserLogs() (use aspireify), Azure provisioning (use azure-prepare). INVOKES: aspire CLI, azure-diagnostics (deployed Azure), kubectl + Container Insights. FOR SINGLE OPERATIONS: Run the aspire CLI command directly for quick log or describe lookups.
Deploys an Agentforce Concierge portal on an LWR Experience Cloud site: provisions the site, configures Concierge components, sets up branding, wires the agent, enables guest access, and publishes. Use when the user wants to stand up a Help Portal / Agentforce Concierge portal — standalone or as the channel step in a Help Agent setup. Requires an existing, active Agentforce Service Agent on the org. DO NOT TRIGGER when the user only wants to embed a chat widget on an existing site (use service-digital-engagement-deployment-configure instead).
Investigate incidents, debug performance issues, analyze logs, and manage observability resources in Dynatrace using the dtctl CLI. Use this skill whenever the user asks about error rates, latency spikes, service health, crash-looping pods, web vitals, SLO status, open problems, root cause analysis, log patterns, trace analysis, or building dashboards — even if they don't mention Dynatrace by name. Also covers DQL queries, workflow management, notebook and dashboard creation, settings configuration, and any operations against a Dynatrace environment.
Scaffold a full-stack Cloudflare app from the vite-flare-starter template — React 19 + Hono + D1+Drizzle + better-auth + Tailwind v4+shadcn/ui + TanStack Query + R2 + Workers AI. Run setup.sh to clone, configure, and deploy. Use whenever the user wants a batteries-included Cloudflare full-stack app, vite-flare-starter scaffold, or a React + Cloudflare app with auth + database + Workers AI ready to go
Load this skill when a user asks how to run Pulumi programmatically, embed Pulumi in an application, orchestrate multiple stacks in code, build a self-service infrastructure portal, replace pulumi CLI shell scripts with code, or use the Pulumi Automation API (LocalWorkspace, createOrSelectStack, inline programs). Also load for questions about multi-stack sequencing, parallel deployments, or passing outputs between stacks via code.
Orchestrator for Incident Management setup in Service Cloud ITSM: presents the features, tracks progress, and configures each — Incident preferences, Incident persona PSG assignment, Priority Matrix, SLA & Milestones, Incident dashboards, Email-to-Incident, Major Incident Management (approval group + MIM preferences), Broadcast Communications, Manage Incidents with AI, Service Management Privilege (privilege escalation), and audit tracking. Use for: set up or configure incident management, a walkthrough, what incident features can I configure; the incident preference toggles (default field validations, auto-close child incidents, auto-triage, assign with Einstein, restrict assigned group, rich text descriptions); assigning the Incident Fulfiller or Incident Manager persona PSG. DO NOT TRIGGER for: the master on/off switch alone (use the IncidentMgmt SOR), the Priority Matrix, SLA, or field history tracking alone, the Major Incident Manager PSG, creating/editing PSGs, or Problem/Change/Case Management.
Orchestrator for setting up Agentforce in Salesforce Service Cloud ITSM: Agentforce Studio enablement, the IT Service Fulfiller agent, the IT Service Employee agent, specialized employee agents, and human escalation. Use when the user asks to set up Agentforce for ITSM, enable Studio and the Fulfiller/Employee agents together, configure employee-agent escalation, wants a guided Agentforce ITSM walkthrough, or asks what Agentforce features are available for IT Service. Presents available Agentforce capabilities and delegates each selection to a specialized child skill while tracking progress. Triggers on: set up agentforce for itsm, configure agentforce studio and fulfiller, agentforce itsm walkthrough, what agentforce features for it service. DO NOT TRIGGER when: the user asks to enable Agentforce Studio alone, asks to create or activate the Fulfiller or Employee agent alone, asks to configure escalation alone, or asks about CMDB, Incident Management, Teams, or general ITSM setup without Agentforce intent.
CloudBase function runtime guide for building, deploying, and debugging your own Event Functions or HTTP Functions. Use when users need application runtime code on CloudBase, not when they are merely calling CloudBase official platform APIs.
Best practices for using agent-browser with Kernel cloud browsers. Use when automating websites with agent-browser -p kernel, tuning stealth or proxy behavior, persisting profiles, handling iframes, discovering Kernel session IDs or live views, or cleaning up cloud sessions.
Use when building or maintaining real-time collaborative apps with the DeepSpace SDK on Cloudflare Workers; when code imports `deepspace`, `deepspace/worker`, or uses `RecordRoom`; when running `npx deepspace`; or when the task involves app.space deploys, live sync, presence, collaborative editing, RBAC, messaging, payments, Durable Objects, or DeepSpace source; or when creating or migrating native DeepSpace documentation with `documentation.json`, Markdown/MDX, the documentation feature, or an explicitly attached documentation domain.
Flux CD and Flux Operator expert — answers questions and generates schema-validated YAML for all Flux CRDs (not repo auditing or live cluster debugging). Use when users ask about Flux concepts, want manifests for HelmRelease, Kustomization, GitRepository, OCIRepository, ResourceSet, FluxInstance, or any Flux resource. When user needs guidance on GitOps repository structure, bootstrap Flux with Terraform, multi-tenancy, OCI-based delivery, image tag automation, drift detection, preview environments, monorepo app delivery, running migration Jobs before or after a deployment, notifications, or the Flux Web UI and MCP Server
Validate release readiness with evidence-based go/no-go decisions. Covers go/no-go checklists, smoke test suite design, staged rollout validation, rollback criteria and procedures, and post-deployment verification. Ensures release confidence comes from data, not feelings. Use when: "release ready," "go/no-go," "smoke test," "release checklist," "rollback plan," "staged rollout," "canary deploy." Not for: safe-release techniques (flags, canary, dark launch) applied during the rollout itself — use testing-in-production; scheduled probes that run continuously after release — use synthetic-monitoring; designing new tests from prod telemetry — use observability-driven-testing. Related: testing-in-production, qa-metrics, ci-cd-integration, ai-system-testing.
Package a finished local project into an intentional GitHub repository, create a strong README and visual preview, push it safely, configure a public GitHub Pages URL when the project is compatible, and verify the deployed result. Use when a user asks to upload, publish, open-source, share, or turn a local HTML/CSS/JavaScript experiment or small web project into a documented GitHub repository with a live demo.
Enable the Agentforce for IT Service Salesforce Go feature toggles (Agentforce Studio, Einstein Generative AI, the parent umbrella, and the Fulfiller/Employee agent templates) using the Salesforce CLI (sf). Turns ON org prefs via the Setup Discovery feature/{apiName}/enable Connect API route. Write-capable, idempotent, dependency-ordered, confirm-to-write required. Use when asked to enable Agentforce Studio, turn on Agentforce for IT Service, enable Einstein generative AI, or configure the org-level Agentforce for IT Service prerequisites. Triggers: enable agentforce studio, turn on agentforce for it service, enable einstein generative ai, configure agentforce org prefs. DO NOT TRIGGER: read-only prerequisite check (service-itsm-agentic-setup-agentforce-studio-validate), create/activate an agent (service-itsm-agentic-setup-fulfiller-agent-configure), or assigning permission sets.
Builds, runs, debugs, and operates event-driven applications using EventBridge Event Bus - a managed, centrally governed publish/subscribe event bus that an organization can share across many teams and accounts. Applicable when workloads need event-driven architectures, decoupling, choreography, asynchronous integration, pub/sub, fan-out, event ordering, delivered in sequence, event router, event broker, event bus, event store, event retention, event replay, deduplication, avro, protobuf, cloudevents, uses events or messages. Designed as a centrally managed event bus platform allowing governance and control - such as subscriber control, revocation, per-account throttling - while giving application owners flexibility across an organization spanning multiple accounts, with end-to-end open-standards observability and cost allocation. Also helps reduce costs in high fan-out scenarios where multi-account forwarding adds cost. A serverless, managed alternative to self-managed event streaming platforms.
Plans, builds, runs, and analyzes fault injection experiments with AWS Fault Injection Service (AWS FIS) to validate application resilience through chaos engineering. Covers experiment templates (actions, targets, stop conditions), the FIS actions catalog and action selection, the scenario library (AZ power interruption, cross-Region connectivity, EC2/EKS/EBS stress), experiment lifecycle and monitoring, logging and reports, multi-account experiments, the experiment IAM role, and blast-radius safety. Applies when a user mentions AWS FIS or fault injection, asks what experiment to run for a failure mode (AZ, Region, API errors/throttling, instance/pod/DB/cache failure, latency, packet loss), wants to author an experiment template or CLI/CloudFormation, or needs to safely run chaos experiments in pre-production or production. For the broader resilience program across Resilience Hub and ARC, see aws-resilience-lifecycle; for ARC routing controls and zonal shift, see recovery-controller-setup.
Provision and enable a Unified Employee License (UEL) user in Salesforce with the full entity chain — User, Person Account, PersonContact, and Employee2 — through the Salesforce-hosted headless-360 MCP server. Use when the user asks to create a UEL user, set up a Unified Employee user account, enable an employee under the Unified Employee license, provision an employee with Person Account and Employee2 record, or onboard a new employee onto the Unified Employee profile. Triggers on: create UEL user, set up unified employee, provision unified employee, enable UEL employee, onboard employee user, create person account for employee. DO NOT TRIGGER when: the user asks to create a standard user without UEL, clone an existing user, manage existing user permissions only, assign incident permissions only, reset passwords only, or look up existing users without creation intent.
Enable Microsoft Teams for Employee Service (ITSM) in Salesforce — the Salesforce Go feature service-cloud-itsm-teams-integration gating Teams-based IT Desk and IT Service collaboration. Use for: “enable Teams for employee service,” “turn on ITSM Teams integration,” “enable Microsoft Teams for IT Service,” “set up Salesforce IT Desk Teams app,” “enable ITSMTeamsEnabled,” “why can't I enable the Teams org preference,” or any request to enable/verify this Salesforce Go feature. DO NOT TRIGGER for configuring the TeamsNotifications notification-channel preference or for enabling the Swarming feature itself (service-itsm-swarming-configure).
Maestro mobile E2E testing patterns for React Native/Expo apps: YAML test flows, testID selectors, adaptive auth state, optimistic update verification, GraalJS scripting, cross-platform stability, CI/CD integration, Maestro Cloud, and MCP server integration
Top-level orchestrator for setting up IT Service Management (ITSM) in Salesforce Service Cloud. Use when the user asks to set up ITSM, configure service management, wants a guided walkthrough, or asks what is needed to get ITSM running. Presents a paged multi-select track menu and delegates to domain sub-orchestrators — Incident Management, Agentforce for ITSM, CMDB, Channels (Portal, Notifications, Microsoft Teams, Slack), and Unified Catalog (find and deploy Service Process templates). Prerequisites (e.g., the Incident Management master switch) are owned inside the relevant sub-orchestrator, not at this level. Triggers on: set up ITSM, configure service management, ITSM setup, get ITSM running, set up CMDB / channels / Teams / Slack / Agentforce for ITSM / Unified Catalog templates. DO NOT TRIGGER when: the user asks about a specific feature directly (e.g., the priority matrix alone), asks only about Case management, wants to create a single user, or asks general ITSM questions without setup intent.
Reads and toggles the master Incident Management setting on a Salesforce ITSM org — the org-level switch that turns Incident Management on or off. Reads current state before writing, is idempotent, and requires explicit user confirmation before any change. Use when the user wants to enable, disable, toggle, view, or turn on/off Incident Management (Service ITSM) at the org level. DO NOT TRIGGER for Default Field Validations for Incidents, Auto Closure of Child Incidents, Email-to-Incident sub-toggles, Problem Management, Change Management, Case Management, ITSM External Client App setup, or Incident Priority Matrix configuration (use the service-itsm-incident-priority-configure skill).
Configure the "Set Up Salesforce IT Desk" checklist for Microsoft Teams Employee Service (ITSM) — the fulfiller/agent side, covering app enablement, marketplace install guidance, user access assignment, and Swarming collaboration-tool setup. Use this for: 'turn on Salesforce IT Desk', 'set up IT Desk on Teams', 'assign Teams for IT Desk permission set', 'set Teams as collaboration tool for swarming', 'install Salesforce IT Desk app on Teams', or any request to complete the IT Desk half of the Teams ITSM Go page checklist. DO NOT TRIGGER for the base Teams Salesforce Go page toggle or Azure/Entra app setup (service-itsm-teams-configure) or for the IT Service/employee half of the checklist (service-itsm-teams-itservice-configure).
AWS Cloud Development Kit (CDK) expert for building cloud infrastructure with TypeScript/Python. Use when creating CDK stacks, defining CDK constructs, implementing infrastructure as code, or when the user mentions CDK, CloudFormation, IaC, cdk synth, cdk deploy, or wants to define AWS infrastructure programmatically. Covers CDK app structure, construct patterns, stack composition, and deployment workflows.
SAP Cloud Application Programming Model (CAP) development skill using Capire documentation. Use when: building CAP applications, defining CDS models, implementing services, working with SAP HANA/SQLite/PostgreSQL databases, deploying to SAP BTP Cloud Foundry or Kyma, implementing Fiori UIs, handling authorization, multitenancy, or messaging. Covers CDL/CQL/CSN syntax, Node.js and Java runtimes, event handlers, OData services, and CAP plugins.
Configure the "Set Up Salesforce IT Service" checklist for Microsoft Teams Employee Service (ITSM) — the employee side, covering app enablement, marketplace install guidance, user access assignment, and Digital Experience Site selection. Use this for: 'turn on Salesforce IT Service', 'set up IT Service on Teams', 'assign Teams for Employee permission set', 'give employees access to Teams for Employee Service', 'manage user access for Teams ITSM', 'grant users the permission sets needed for Teams Employee Service', 'select a digital experience site for Teams', 'install Salesforce IT Service app on Teams', or any request to complete the IT Service half of the Teams ITSM Go page checklist (including the Manage User Access step). DO NOT TRIGGER for the base Teams Salesforce Go page toggle or Azure/Entra app setup (service-itsm-teams-configure) or for the IT Desk/fulfiller half of the checklist (service-itsm-teams-itdesk-configure).
Apply when scoping, reviewing, or documenting cross-cutting VTEX commerce architecture across storefront, IO, headless, marketplace, payments, or any other VTEX module. Grounds work in the Well-Architected Commerce framework—Technical Foundation (reliability, trust, integrity; security, infrastructure, compliance), Future-proof (innovation, simplicity, efficiency; scalable and adaptable solutions), and Operational Excellence (accuracy, accountability, data-driven improvement; process and customer experience). Routes implementation detail to product tracks (IO caching and paths, Master Data strategy, marketplace integrations). Use for solution design, architecture reviews, and RFP-level technical structure.
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.