Skills
96,770 packaged capabilities and playbooks for agents. Install any of them with one command.
Cloud & DevOps
In the AI assistant in your IDE, help users directly complete ProtoLink project preview, iteration preview, viewing local iterations, creating/updating/publishing iterations, getting online links, publish configuration diagnostics, and installation and updates of the ProtoLink CLI / Skill suite; supports natural phrasings such as "open the preview of the current project", "see what iterations there are", "publish this iteration and give me the link", "see why it can't be published yet", "install the ProtoLink service", "install ProtoLink CLI", and "update ProtoLink Skill"
Proxmox VE virtualization platform reference for VM/LXC management, clustering, storage, and networking. Includes Terraform and Ansible integration patterns. Use when working with Proxmox configurations, CLI commands, troubleshooting VMs/containers, or planning resource allocation. Triggers: proxmox, qemu, kvm, lxc, pve, vm, container, cluster, vzdump, qm, pct.
Formal Quality Assurance Checklist before every Merge/Deploy. 6-phase validation with Build Verification, Test Suite, No-Touch Zones, Region Check, Security Review, and QA Report generation. Activate on "merge", "deploy", "release", "production", or /qa command.
Orchestrates infrastructure cost estimation with tier-based or custom TPS sizing. Offers pre-configured tiers (Starter/Growth/Business/Enterprise) or custom TPS input. Skill discovers components, asks shared/dedicated for EACH, selects environment(s), reads actual Helm chart configs, then dispatches agent for accurate calculations.
Build, review, debug, configure, migrate, or plan Sentry observability in TypeScript/JavaScript apps with current docs and official @sentry/* packages. Use for Sentry JS SDK 11 (and v10→v11 migration), Sentry.init, DSN, dataCollection, span streaming, beforeSendSpan, ignoreSpans, errors, tracing, Session Replay, profiling, logs, metrics, source maps, releases, Seer, OpenTelemetry, enableOpenTelemetrySetup, @sentry/nextjs, @sentry/react, @sentry/node, @sentry/browser, @sentry/vue, @sentry/svelte, @sentry/sveltekit, @sentry/nuxt, @sentry/astro, @sentry/remix, @sentry/react-router, @sentry/solid, @sentry/solidstart, @sentry/tanstackstart-react, @sentry/nestjs, @sentry/hono, @sentry/elysia, @sentry/bun, @sentry/deno, @sentry/cloudflare, @sentry/aws-serverless, @sentry/electron, @sentry/react-native, @sentry/bundler-plugins, wizard, sentry CLI, vite/webpack plugins, captureException, setUser, and setAttribute.
Define Service Level Objectives (SLOs) and an error budget policy for a service. Use when asked to write SLOs, define SLIs, calculate an error budget, set reliability targets, or create an error budget policy. Produces a complete SLO document with SLI definitions, target calculation, error budget policy, burn rate alerts, and review cadence.
Deploy applications and websites to Vercel. Use this skill when the user requests deployment actions such as "Deploy my app", "Deploy this to production", "Create a preview deployment", "Deploy and give me the link", or "Push this live". No authentication required — returns a preview URL and a claimable deployment link.
Clones a live WordPress (or other CMS-driven) site into a static HTML site deployable on any static host (Cloudflare Pages, Netlify, Vercel, S3+CloudFront, plain Apache/nginx). Use when the user wants to "scrape", "freeze", "archive", "static-ify", or "move to [host]" a WordPress site, or asks to turn a sitemap into deployable static HTML. Pulls every URL from sitemap_index.xml, fetches all assets, rewrites paths to be root-relative, strips WP runtime markup, and outputs a flat directory ready to deploy with no build command.
Use when writing or reviewing Python code in this repo that calls Deepgram Management APIs - projects, API keys, members, invites, usage, billing, models, and reusable Voice Agent configurations. Covers `client.manage.v1.projects`, project-scoped resources under `client.manage.v1.projects.*` (keys, members, members.invites, usage, billing, models, requests), global `client.manage.v1.models`, think-model discovery at `client.agent.v1.settings.think.models`, and `client.voice_agent.configurations.*`. Use `deepgram-python-voice-agent` when you want to run an agent interactively, this skill to PERSIST/LIST agent configs. Triggers include "management API", "list projects", "API keys", "members", "usage stats", "billing", "list models", "agent configurations", "manage.v1".
Write a feature flag management guide and lifecycle playbook for a service or team — covering flag taxonomy, creation checklist, rollout strategy, monitoring requirements, cleanup policy, and governance. Use when asked to document feature flag practices, create a flag rollout plan, write a feature flag policy, or guide a team on flag lifecycle management. Produces a flag lifecycle playbook, taxonomy reference, per-flag creation template, rollout decision tree, and cleanup checklist.
This skill should be used at the start of any computationally intensive scientific task to detect and report available system resources (CPU cores, GPUs, memory, disk space). It creates a JSON file with resource information and strategic recommendations that inform computational approach decisions such as whether to use parallel processing (joblib, multiprocessing), out-of-core computing (Dask, Zarr), GPU acceleration (PyTorch, JAX), or memory-efficient strategies. Use this skill before running analyses, training models, processing large datasets, or any task where resource constraints matter.
Use when a user asks to debug or fix failing GitHub PR checks that run in GitHub Actions. Trigger words include: 'fix CI', 'debug GitHub Actions', 'gh pr checks', 'CI is red', 'GitHub Actions failed', 'fix the build', and similar phrases indicating a need to investigate and resolve CI failures in a GitHub-hosted repository.
Deploy containerized web applications to any Linux server using Kamal 2. Use when users need to deploy, configure, debug, or manage Kamal deployments including initial setup, configuration of deploy.yml, deployment workflows, rollbacks, managing accessories (databases, Redis, Litestream), troubleshooting deployment issues, CI/CD integration, multi-environment setups, or understanding Kamal commands and best practices. Also use when working with Kamal Proxy, Docker-based deployments, zero-downtime deploys, or 37signals deployment tooling.
Cloud computing platform for running Python on GPUs and serverless infrastructure. Use when deploying AI/ML models, running GPU-accelerated workloads, serving web endpoints, scheduling batch jobs, or scaling Python code to the cloud. Use this skill whenever the user mentions Modal, serverless GPU compute, deploying ML models to the cloud, serving inference endpoints, running batch processing in the cloud, or needs to scale Python workloads beyond their local machine. Also use when the user wants to run code on H100s, A100s, or other cloud GPUs, or needs to create a web API for a model.
Write a monitoring setup guide for a service — defining what to measure, how to alert on it, and how to build the observability stack covering the four golden signals, business metrics, log strategy, distributed tracing, alerting rules, dashboard layout, and observability debt. Use when asked to set up monitoring for a service, define alerting strategy, write an observability plan, create a dashboard specification, or document logging standards for a team. Produces a metric definitions table, alert rules specification, dashboard layout wireframe, log schema, tracing setup checklist, and monitoring gap analysis.
Write an on-call runbook for a service — covering alert definitions, escalation paths, common incident responses, and on-call handoff procedures. Use when asked to write an on-call guide, create alert runbooks, document escalation procedures, or prepare an on-call handoff document. Produces a structured on-call runbook with per-alert response procedures, escalation matrix, diagnostic commands, and handoff template.
Operator toolkit for nf-core/pacsomatic matched tumor-normal workflows from BAM inputs. Use this skill when the user needs to validate run inputs, generate pacsomatic-compliant samplesheets, prepare reproducible Nextflow launch artifacts, run locally or submit to schedulers (LSF/Slurm/PBS/SGE), and triage execution failures. Triggers on requests to run pacsomatic, prepare launch commands/scripts, perform dry-run checks, or troubleshoot pipeline startup and scheduler submission errors.
Publish a folder to a live URL in one command, mirror your Drives offline Trigger phrases: `publish this folder to here.now`, `deploy my site to here.now`, `sync this folder to my here.now drive`, `what here.now sites are about to expire`, `how close am I to the here.now free plan limit`, `use here-now`, `run here-now-pp-cli`.
Configures CI/CD pipelines for automated Python package publishing to PyPI or GitLab Package Registry. Use when creating GitHub Actions or GitLab CI release workflows, setting up trusted publishing or API token-based PyPI authentication, configuring version management with git tags and hatch-vcs, writing pyproject.toml publishing metadata, testing packages against TestPyPI, or documenting the release process for a Python project.
Set up or refine open-source .NET code-quality gates for CI: formatting, `.editorconfig`, SDK analyzers, third-party analyzers, coverage, mutation testing, architecture tests, and security scanning. USE FOR: .NET quality gates in CI; analyzer, coverage, mutation, and architecture-test choices; standardizing `.editorconfig`, `dotnet format`, and warning policy. DO NOT USE FOR: non-.NET repositories; generic CI/CD guidance with no .NET quality stack decisions. INVOKES: inspect the repository context, edit targeted files, and run relevant build, test, lint, or validation commands when changes are made.
Write a service catalog entry for a microservice or internal platform service — covering service identity, purpose, architecture context, SLAs, API contract summary, data classification, dependencies, operational runbooks, and known limitations. Use when asked to document a service for an internal developer portal, write a service README for a platform catalog, create a service overview page, or onboard a new service to a service registry. Produces a complete service catalog entry suitable for an internal developer portal or wiki.
Publish VS Code extensions to the Visual Studio Marketplace. Use when asked to publish my extension, setup VS Code marketplace publishing, package vscode extension, create a publisher, setup PAT for vsce, automate extension releases with GitHub Actions, or need help with vsce commands. Don't use for building the extension features themselves, publishing to Open VSX (different marketplace), or PyPI/npm package release.
Develop and deploy code for WordPress VIP environments following platform requirements, coding standards, and best practices. Use when working with WordPress VIP projects, VIP-CLI, VIP-hosted sites, or when the user mentions WordPress VIP, WPVIP, VIP Go, or enterprise WordPress.
Autonomous dutiful junior maintainer for software repositories. Automates CI troubleshooting, PR conflict resolution, automated code review, issue triage, nightly codebase sweeps, and weekly dependency maintenance. Use when managing automated repository health, investigating failing CI workflows, resolving merge conflicts on open PRs, or conducting proactive maintenance sweeps.
Deploy a service when the user explicitly requests it, adapting to the current project's deployment environment, then verify the public URL and basic functionality. Use for requests such as “deploy it,” “make it public,” “create a URL,” “put it on Vercel,” or “let's do the first deployment.” Do not use for adding features or changing the design.
Links a PostHog error occurrence or session's errors to OpenTelemetry traces, logs with the same trace ID, and Session Replay. Use when the user asks for trace or span IDs on an error, same-trace logs, or backend traces for errors in a session. Starts from an occurrence UUID, session ID, or error tracking issue URL. For a general issue diagnosis or replay summary, use investigating-error-issue or investigating-replay.
Use when working with mise (mise-en-place) or planning to update mise.toml. If the project uses mise, consult it even for one-line edits to mise.toml/hk.pkl, hooks, or CI tool setup, as it has the practices and security defaults you'd otherwise skip. Trigger on the intent even when the user never says “mise” (e.g. “update/pin the node version”, “set up pre-commit”) as long as the project already uses mise. Don't load for routine mise use (run/install/trust) that isn't changing config. Optionally use the skill to transform local development into using mise, aka (mise-fy).
Manage the full lifecycle of Alibaba Cloud Realtime Compute for Apache Flink SQL: analyze schemas, author and validate SQL, manage Drafts, Deployments, Jobs, Savepoints, Session Clusters, Catalogs, Connectors, UDFs, variables, and deployment targets, synchronize configuration to Git, and troubleshoot logs, Metrics, Checkpoints, exceptions, plans, and backpressure. Use when the user asks about Alibaba Cloud Flink, VVR, VVP, Flink SQL, its job lifecycle, or troubleshooting. Operate the platform through the Python CLI; historical Metrics use a user-supplied VVP Cookie. Verify scope and authentication before platform operations. High-risk actions usually require confirmation; explicit confirmation for the resolved target in the same request satisfies the gate.
Add, create or generate a Dapr Workflow that runs on Diagrid Catalyst — the orchestrator, its activities, and the project wiring. Use for a workflow, orchestration, saga, pipeline or long-running multi-step process. Infers the repo's language
Walk a person from an idea to a Claude Managed Agents agent that runs on its own, and stay with them through debugging. Explains each concept at the moment it matters (Agent, Environment, Session, Deployment, vault, memory store, outcome), asks the real decisions as illustrated AskUserQuestion choices, designs the system prompt in Simplified Technical English, finds MCP connectors, sets up credentials without the secret ever reaching the chat, writes the files, applies them with the `ant` CLI, runs a capped test session, and diagnoses failed sessions from their events. Trigger on "crea un agente en Managed Agents", "managed agents wizard", "quiero un agente que corra solo", "agente programado", "agente always-on", "agente que revise mis repos cada lunes", "mi sesión se quedó pegada", "por qué falló mi agente", "debug my managed agent session", "set up a scheduled Claude agent", "deploy an agent on a cron". Not for the Claude Agent SDK (use agent-sdk-wizard), the raw Messages API, or Claude Code itself.
Prepare, verify and attest a first-party Skills release, or audit an existing tag and its installation evidence. Use for a new release, fresh-install verification or release-evidence closeout; execute only the requested stages and authorized targets
Builds or changes an Apigee X proxy that acts as an AI or LLM gateway. Use it to route between models with aliases, or to add token quotas, spending budgets, Model Armor prompt and response inspection, prompt-token burst limits or FAQ semantic caching.
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.