Deploy, manage, and troubleshoot Kubernetes workloads. Use for manifest review, Helm chart validation, resource tuning, RBAC, and cluster operations.

Configure Kubernetes autoscaling with HPA, VPA, and KEDA. Use for horizontal/vertical pod autoscaling, event-driven scaling, and capacity management.

Manage multiple Kubernetes clusters, switch contexts, and perform cross-cluster operations. Use when working with multiple clusters, comparing environments, or managing cluster lifecycle.

Ethereum Layer 2 landscape — Arbitrum, Optimism, Base, zkSync, Scroll, Unichain, Celo, and more. How they work, how to deploy on them, how to bridge, when to use which. Includes per-chain DeFi ecosystems and critical corrections. Use when choosing an L2, deploying cross-chain, or when a user asks about Ethereum scaling.

Efficient use of MCP Docker tools (context7, fetch, etc.) - search for specific topics instead of loading entire documentation

MUST be used when migrating a legacy Dune app to the new Flows app hosting infrastructure. Orchestrates the full migration: audits current state, updates app.json to appsApi infra, delegates auth wiring to setup-flows-auth, creates or updates manifest.json network permissions, and updates deploy scripts to @cognite/cli. Use this whenever a user says 'migrate to Flows', 'migrate to new infra', 'move from dune to flows', 'migrate legacy app', or wants to move their existing app to the new Flows app hosting.

Migrate from Terraform to OpenTofu with state compatibility, provider registry setup, and CI/CD pipeline updates. Use when adopting the open-source Terraform fork or evaluating license-free IaC.

Import and export TMDL/TMSL formats, manage model lifecycle with transactions, and version-control Power BI semantic models using pbi-cli. Invoke this skill whenever the user mentions "deploy", "export", "import", "TMDL", "TMSL", "version control", "git", "backup", "migrate", "transaction", "commit changes", "rollback", or wants to save/restore model state.

GitHub repository setup and management specialist - scaffolds issue templates, contributing guides, CI workflows, releases, labels, badges, licenses, and open source best practices for any repo.

Use this skill when executing, testing, linting, debugging, or validating code in course materials. Provides Docker-based isolated sandbox infrastructure for safe code execution. Trigger phrases include "run code", "test code", "lint", "debug", "validate examples", "sandbox", "execute", "compile".

This skill should be used when users want to search, discover, install, or manage Claude Code skills from the CCPM registry. Triggers include requests like "find skills for PDF", "search for code review skills", "install cloudflare-troubleshooting", "list my installed skills", "what does skill-creator do", or any mention of finding/installing/managing Claude Code skills or plugins.

Finalize and merge an approved (or solo-flow) PR. Verifies approval and CI status, marks the work item as done on the branch, commits, then merges. This is the skill that actually completes the work. Use when the user says "merge this issue", "ship this", "PR is approved, merge it", "finalize this issue", or "the review is done, let's merge".

Generates architecture diagrams from Terraform code. Use when user has .tf files or asks to visualize Terraform infrastructure.

Generate Terraform HCL code following HashiCorp's official style conventions and best practices. Use when writing, reviewing, or generating Terraform configurations.

Creates a reusable use case specification file that defines the business problem, stakeholders, and measurable success criteria for model customization, as recommended by the AWS Responsible AI Lens. Use as the default first step in any model customization plan. Skip only if the user explicitly declines or already has a use case specification to reuse. Captures problem statement, primary users, and LLM-as-a-Judge success tenets.

Use before merging PR - final gate ensuring all tests pass, review complete, CI green, and acceptance criteria verified

Use when the user needs Playwright-based web application testing — screenshots, browser log analysis, interaction verification, visual regression, accessibility, and network mocking. Triggers: E2E test setup, visual regression testing, accessibility audit, Playwright configuration, page object model creation, CI test pipeline.

Determine whether a specific user or group is allowed to access a given URL by evaluating all applicable ZIA policies in order. Performs URL category lookup, then evaluates URL filtering rules, SSL inspection rules, DLP rules, and cloud firewall rules in priority order to produce a definitive access verdict. Use when an administrator asks: 'Can user X access site Y?', 'Why is a URL blocked?', or 'What policies apply to this user and URL?'

Guide for Zig built-in testing framework. Use when writing tests, using test allocator for leak detection, filtering tests, setting up build.zig test steps, or integrating tests into CI.

Browser automation using Vercel's agent-browser CLI. This skill should be used when the user says "browse a website", "fill a form", "take a screenshot", or "test a web page". Uses ref-based element selection.

Run agent-browser on AWS Bedrock AgentCore cloud browsers. Use when the user wants to use AgentCore, run browser automation on AWS, use a cloud browser with AWS credentials, or needs a managed browser session backed by AWS infrastructure. Triggers include "use agentcore", "run on AWS", "cloud browser with AWS", "bedrock browser", "agentcore session", or any task requiring AWS-hosted browser automation.

Build, run, and deploy an AI agent using the aixyz framework. Use this skill when creating a new agent, adding tools, wiring up A2A/MCP protocols, configuring x402 micropayments, or deploying to Vercel.

Launch an Antithesis run with snouty by discovering the harness layout, building the right Docker Compose config, running `snouty validate`, bailing on validation failure, and then submitting `snouty launch` with sane metadata. Use when the user wants to send, submit, or launch an Antithesis run. This skill takes duration in minutes as input.

Expert knowledge for Azure Import Export development including troubleshooting, limits & quotas, and security. Use when setting CMK via Key Vault, checking drive limits, validating prerequisites, or debugging Import/Export job failures, and other Azure Import Export related development tasks. Not for Azure Data Box (use azure-data-box-family), Azure Blob Storage (use azure-blob-storage), Azure Files (use azure-files).

Expert knowledge for Azure Network Function Manager development including security, and configuration. Use when setting up NF Manager prerequisites, resource groups, managed identities, role assignments, or secure NF access, and other Azure Network Function Manager related development tasks. Not for Azure Firewall Manager (use azure-firewall-manager), Azure Virtual Network Manager (use azure-virtual-network-manager), Azure Virtual Network (use azure-virtual-network), Azure Virtual WAN (use azure-virtual-wan).

Expert knowledge for Azure Test Plans development including limits & quotas, security, and integrations & coding patterns. Use when configuring test run custom fields, data retention, permissions, access levels, or tcm.exe automation, and other Azure Test Plans related development tasks. Not for Azure DevOps (use azure-devops), Azure Pipelines (use azure-pipelines), Azure App Testing (use azure-app-testing), Azure Boards (use azure-boards).

List storefront sites, check site status, and manage cartridge paths on B2C Commerce instances using the b2c CLI. Use this skill whenever the user needs to discover site IDs, check which storefronts are online or offline, get site configuration as JSON, or view/modify the ordered cartridge path for a site or Business Manager. Also use when the user needs site information for scripting, CI/CD pipelines, or as input to other commands — even if they just say "what sites do I have" or "add this cartridge to my site".

Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requiring fault tolerance and safety.

Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requiring fault tolerance and safety.

Automates CI/CD pipeline setup. Use when setting up or modifying build and deployment pipelines. Use when you need to automate quality gates, configure test runners in CI, or establish deployment strategies.

GitHub Actions, GitLab CI/CD, Jenkins, Azure DevOps, build and test strategies, and deployment patterns

Generate CI/CD pipelines for GitHub Actions, GitLab CI, Jenkins with best practices

Generate CI/CD pipelines for GitHub Actions, GitLab CI, Jenkins with best practices

Master cloud platforms (AWS, GCP, Azure), containerization (Docker), orchestration (Kubernetes), infrastructure as code, CI/CD pipelines, and DevOps practices for deploying and managing scalable applications.

This skill should be used when the user asks to list Cloudflare domains or zones, manage DNS, deploy to Cloudflare Pages, connect a custom domain, add or update DNS records, set up a parked domain, or work with Cloudflare Workers, Pages, KV, R2, D1, Queues, Vectorize, Registrar, or DNS.

End-to-end deployment workflow for Saleor Configurator: validate, diff, plan, deploy. Use whenever deploying, syncing, or debugging store configuration, or when building automation that chains CLI commands.

Dark-themed cloud-platform aesthetic with modular grids, glass-like panels, and strong data hierarchy for productivity dashboards.

Run end-to-end deploy pipelines across Stripe, Supabase, and Vercel using the Composio CLI. Promote Stripe products, push Supabase migrations, ship Vercel deployments, and verify with post-deploy checks — all from one script.

DevOps, cloud infrastructure, and platform engineering. Use when working with AWS, GCP, Azure, Kubernetes, Terraform, CI/CD pipelines, or infrastructure as code.

Master Docker, Kubernetes, Terraform, AWS, Linux, CI/CD, and infrastructure as code. Deploy and manage cloud applications at scale.

Guides Docker, CI/CD pipelines, deployment strategies, infrastructure as code, and observability setup. Use when writing Dockerfiles, configuring GitHub Actions, planning deployments, setting up monitoring, or when asked about containers, pipelines, Terraform, or production infrastructure.

DigitalOcean compute services covering Droplets, App Platform, Functions, Kubernetes (DOKS), GPU Droplets, and Bare Metal GPUs. Use when selecting or provisioning compute for applications, containers, or serverless workloads.

Generate Dockerfiles and docker-compose.yml with auto-detected services, health checks, security hardening, and resource limits.

Generate optimized Dockerfiles and docker-compose.yml with best practices and multi-stage builds

Generate optimized Dockerfiles and docker-compose.yml with best practices and multi-stage builds

Configuring .NET build/test in GitHub Actions. setup-dotnet, NuGet caching, test reporting.

Exploit AWS, Azure, and GCP cloud misconfigurations including S3 buckets, IAM roles, metadata services, serverless functions, and cloud-specific privilege escalation. Use when pentesting cloud environments or assessing cloud security.

Author, review, and harden GitHub Actions workflows using current official documentation, secure trigger patterns, least-privilege permissions, current action versions, and CI/CD validation. Use when creating, editing, debugging, or security-reviewing workflow YAML.

GitLab CI/CD variable operations. ALWAYS use this skill when user wants to: (1) list CI/CD variables, (2) set/create variables, (3) update variables, (4) delete variables, (5) manage secrets.

Use when reading, searching, uploading, downloading, sharing, or organizing files on Google Drive. Also for Google Docs, Sheets, Gmail, or Calendar access. Triggers on "google drive", "gdrive", "workspace", Drive/Docs URLs (drive.google.com, docs.google.com), file IDs, or requests to find, list, export, share, or manage cloud documents and spreadsheets.

Create Jira feature request tickets (Stories) in the CI project using Dimagi's form 134 format. Use this skill whenever a user wants to submit, log, or create a feature request, new feature idea, product enhancement, or user story in Jira. Triggers on phrases like "create a feature request", "submit a feature idea", "log a feature", "I want to request a feature", "add this to the backlog", "create a story", or any time someone describes something they want the product to do that it doesn't do yet. Always use this skill when feature requests or product enhancements need to be tracked, even if the user doesn't say "Jira" or "ticket" explicitly.

Configures health check endpoints for Kubernetes readiness/liveness/startup probes. Use when deploying to Kubernetes.

Perform OSINT, subdomain enumeration, port scanning, web reconnaissance, email harvesting, and cloud asset discovery for initial access. Use when gathering intelligence or mapping attack surface.

Cache Playwright browser binaries in CI/CD pipelines (GitHub Actions, Azure DevOps) to avoid 1-2 minute download overhead on every build.

Complete Qlik Cloud analytics platform integration with 37 tools. Health checks, search, app management, reloads, natural language queries (Insight Advisor), automations, AutoML, Qlik Answers AI, data alerts, spaces, users, licenses, data files, and lineage. Use when user asks about Qlik, Qlik Cloud, Qlik Sense apps, analytics dashboards, data reloads, or wants to query business data using natural language.

OWASP A06 - Security Misconfiguration Detection. Use this skill when configuring servers, frameworks, cloud services, or deploying applications. Activate when: server config, nginx config, apache config, CORS, headers, debug mode, default credentials, error messages, directory listing, cloud security, S3 bucket, environment variables.

OpenClaw instance administration — manage hosts across macOS, Ubuntu/Debian, Docker, OCI, and Proxmox

Test skills for correct activation, content quality, and regression — both automated checks (frontmatter validity, lint) and manual verification (query-suite activation testing). Covers CI integration and how to catch skill regressions before users do. Use this skill when adding skills to a repo, setting up CI for a skill library, or debugging "the skill exists but doesn't work". Activate when: test skills, validate skills, skill CI, skill linting, skill activation test, skill regression.

Subdomain takeover detection and exploitation playbook. Use when targets have dangling CNAME/NS/MX records pointing to deprovisioned cloud resources, expired third-party services, or unclaimed SaaS tenants that an attacker can register to serve content under the victim's domain.

Guides developers through testing Tauri applications including unit testing with mock runtime, mocking Tauri APIs, WebDriver end-to-end testing with Selenium and WebdriverIO, and CI integration with GitHub Actions.

Run a heavy neural-trader job (long walk-forward, big Monte-Carlo, parameter sweep, model training) on the Anthropic Managed Agent cloud runtime instead of locally

Vulture and deadcode tools for detecting unused Python code (functions, classes, variables, imports). Use when cleaning up codebases, removing unused code, or enforcing code hygiene in CI. Triggered by: vulture, deadcode, dead code detection, unused code, code cleanup, remove unused.

Investigate where a specific URL or URL category is referenced across all ZIA policy rules. Searches URL filtering rules, DLP web rules, SSL inspection rules, and cloud firewall rules to provide a comprehensive view of how a category is used. Use when an administrator asks: 'Where is this URL category used?', 'What rules apply to this URL?', or 'Show me the policy impact of this category.'

Use when automating browser interactions via CLI, filling forms, taking screenshots, scraping pages, or asking about "agent-browser", "browser automation", "headless browser", "web scraping", "form filling", "Vercel browser"

Scan the portfolio for the highest-leverage AI opportunities and rank where to deploy operating-partner time. Ingests quarterly updates and financials across multiple portfolio companies, identifies quick wins at each, and stacks them into a single ranked action list. Use during quarterly portfolio reviews, annual planning, or when deciding which companies get AI investment first. Triggers on "AI readiness", "AI opportunity scan", "where should we deploy AI", "AI across the portfolio", "AI quick wins", or "which portcos are ready for AI".

Skill to assist with how a GitHub repository is configured with GitHub integrations, including instructions for agents in markdown (AGENTS and CLAUDE), github actions for invoking agents, and specific localization procedures such as defining claude/codex skills, or claude subagents. The skill helps with both technical aspects, and with best practice for guiding agents.

Expert in AWS infrastructure setup including EC2, VPC, security groups, Application Load Balancers, Route53 DNS, and SSL/TLS certificates. Use this skill for AWS infrastructure configuration and deployment.

Expert knowledge for Azure Business Process Tracking development including deployment. Use when creating CI/CD pipelines, automating builds, running tests, and deploying tracking solutions via DevOps tools, and other Azure Business Process Tracking related development tasks. Not for Azure Monitor (use azure-monitor), Azure Logic Apps (use azure-logic-apps), Azure Data Factory (use azure-data-factory), Azure Machine Learning (use azure-machine-learning).

Expert knowledge for Azure Cloud Shell development including troubleshooting, limits & quotas, and security. Use when debugging Cloud Shell storage/connectivity, session limits, required storage accounts, or private VNet access, and other Azure Cloud Shell related development tasks. Not for Azure Portal (use azure-portal), Azure Resource Manager (use azure-resource-manager).

Expert knowledge for Azure Education Hub development including troubleshooting, and limits & quotas. Use when managing Azure for Students credits, yearly quotas, renewals, or Dev Tools for Teaching sign-in issues, and other Azure Education Hub related development tasks. Not for Azure Lab Services (use azure-lab-services), Azure DevTest Labs (use azure-devtest-labs), Azure Virtual Desktop (use azure-virtual-desktop).

Expert knowledge for Azure Internet Peering development including troubleshooting. Use when validating Peering Service prefixes, checking prefix registration, verifying routing, or fixing reachability issues, and other Azure Internet Peering related development tasks. Not for Azure ExpressRoute (use azure-expressroute), Azure Virtual Network (use azure-virtual-network), Azure Virtual WAN (use azure-virtual-wan), Azure VPN Gateway (use azure-vpn-gateway).

Expert knowledge for Azure Open Datasets development including limits & quotas. Use when handling non-Spark dataset downloads, throttling behavior, quota limits, retry logic, or rate-limit workarounds, and other Azure Open Datasets related development tasks. Not for Azure Data Explorer (use azure-data-explorer), Azure Synapse Analytics (use azure-synapse-analytics), Azure Databricks (use azure-databricks), Azure Machine Learning (use azure-machine-learning).

Expert knowledge for Azure Peering Service development including best practices. Use when designing Peering Service prefixes, routing policies, prefix validation rules, or connectivity constraints, and other Azure Peering Service related development tasks. Not for Azure Internet Peering (use azure-internet-peering), Azure Virtual Network (use azure-virtual-network), Azure Virtual WAN (use azure-virtual-wan), Azure ExpressRoute (use azure-expressroute).

Expert knowledge for Azure Quotas development including limits & quotas. Use when requesting per-region Storage account quota increases, checking limits, or filing Azure support requests, and other Azure Quotas related development tasks. Not for Azure Cost Management (use azure-cost-management), Azure Monitor (use azure-monitor), Azure Policy (use azure-policy), Azure Resource Manager (use azure-resource-manager).

Helps users find the right Azure RBAC role for an identity with least privilege access, then generate CLI commands and Bicep code to assign it. Also provides guidance on permissions required to grant roles. WHEN: bicep for role assignment, what role should I assign, least privilege role, RBAC role for, role to read blobs, role for managed identity, custom role definition, assign role to identity, what role do I need to grant access, permissions to assign roles.

Deploy, download, and manage cartridge code versions on B2C Commerce instances. Use this skill whenever the user needs to upload or download cartridges to/from a sandbox, activate or delete code versions, watch for local file changes during development, or deploy a subset of cartridges. Also use when pushing code to an instance, pulling code from an instance, or setting up a dev workflow with live reload -- even if they just say 'push my code to the sandbox', 'download the code', or 'how do I activate the new version'.

Fast, cloud-based patent searching across 100 million+ worldwide patents using Google BigQuery - keyword search, CPC classification, patent details retrieval

Use when setting up a production database for Bknd. Covers SQLite file, LibSQL/Turso, Cloudflare D1, PostgreSQL, Neon, Supabase, and Xata configuration.

Monitor CI/CD pipeline status after pushes and investigate failures.

Run large codebase migrations and multi-file refactors. Uses the Composio CLI to coordinate issue tracking, batched PRs, and CI verification while the agent executes the transforms locally across hundreds of files.

Security pattern for delegating cryptographic operations and key management to an external service. Use when designing systems that should not possess cryptographic keys directly. Implementation of Cryptographic Key Management pattern. Examples include Android Keystore, iOS KeyChain, AWS KMS, Azure Key Vault, Google Cloud KMS. Reduces risk of key leakage and cipher misconfiguration.

Supply-chain testing via package-manager dependency confusion: when internal package names resolve to attacker-controlled public registries, leading to malicious install and script execution. Use for npm/pip/gem/Maven/Composer/Docker manifest review and authorized red-team supply-chain exercises.

Deploy Airflow DAGs and projects. Use when the user wants to deploy code, push DAGs, set up CI/CD, deploy to production, or asks about deployment strategies for Airflow.

Use when setting up CI/CD pipelines, creating deployment configurations, generating deploy checklists, or configuring infrastructure. Triggers: new project needs deployment, migrating CI/CD provider, adding staging/production environments, automating release process, setting up monitoring for deploys.

DigitalOcean Gradient AI agentic cloud and AI platform for building, training, and deploying AI agents on GPU infrastructure with foundation models, knowledge bases, and agent routes. Use when planning or operating AI agents on DigitalOcean.

Configure Playwright MCP to use Docker container IP addresses instead of localhost for testing containerized applications

Deploy and debug Eve-compatible apps via the CLI, with a focus on staging environments.

Deploys FeatBit to Kubernetes using Helm Charts. Use when user mentions "Kubernetes", "Helm", "K8s", "kubectl", works with values.yaml files, asks about "cloud deployment", "Azure Kubernetes", "AKS", "EKS", "GKE", "ingress", or needs production-grade container orchestration setup. Do not use for Docker Compose deployments or AWS-specific Terraform questions.

Automatically fix repository compliance issues to meet Brockhoff Cloud standards

Containerizing Flox environments with Docker/Podman. Use for creating container images, OCI exports, multi-stage builds, and deployment workflows.

Automate GitHub repositories, issues, pull requests, branches, CI/CD, and permissions via MCP. Use when managing code workflows or automating GitHub operations programmatically.

Manage GitLab CI/CD runners — list, assign, unassign, inspect recent jobs and managers, pause/unpause via update, and delete runners at project, group, or instance level. Use when viewing runner status, assigning runners to projects, checking what jobs a runner handled, seeing manager processes, temporarily pausing a runner, or removing a decommissioned runner. Triggers on runner, glab runner, list runners, assign runner, unassign runner, runner jobs, runner managers, pause runner, unpause runner, delete runner, CI runner.

Helm chart management for Kubernetes deployments When user mentions Helm, charts, helm commands, values, releases, or Kubernetes packaging

Generate production-ready Kubernetes manifests with Deployments, Services, ConfigMaps, and Ingress

Generate production-ready Kubernetes manifests with Deployments, Services, ConfigMaps, and Ingress

Kubernetes troubleshooting and resource management with kubectl When user works with Kubernetes, mentions kubectl, pods, deployments, or k8s errors