Deploy and interact with ICRC-1/ICRC-2 token ledgers (ICP, ckBTC, ckETH). Covers transfers, balances, approve/transferFrom allowances, fee handling, and ledger deployment. Use when working with ICP transfers, token transfers, balances, ICRC-1, ICRC-2, approve, allowance, or any fungible token on IC. Do NOT use for ckBTC minting or BTC deposit/withdrawal flows — use ckbtc instead.

[Beta] CI-only learning aggregation workflow using gh-aw (GitHub Agentic Workflows). Scans .learnings/ files on a schedule, groups entries by pattern_key, identifies promotion-ready patterns, and posts a gap report as a PR or issue comment. Use when: you want automated cross-session pattern detection in CI/headless pipelines without interactive prompts. For interactive use, use learning-aggregator.

Run local web and app development surfaces behind named HTTPS `.test` domains with `lokei`, and optionally expose them through tunnels. Use for local HTTPS setup, framework-aware dev-server startup, tunnel sharing, Docker Compose HTTPS, and lokei diagnostics.

Comprehensive mobile DevOps workflow that orchestrates mobile application development, CI/CD for mobile, app store deployment, and mobile device testing. Handles everything from mobile app build automation and testing to app store submission, monitoring, and mobile-specific DevOps practices.

Complete guide for using OtterStack - a Git-driven Docker Compose deployment tool with zero-downtime deployments. Use when deploying Docker Compose apps, managing projects, configuring environment variables, or troubleshooting deployments. Triggers on "how to use otterstack", "otterstack commands", "deploy with otterstack", "otterstack project", "otterstack env", or questions about OtterStack usage.

This skill should be used when setting up or managing Polar local development environment with Docker.

Apply project-workflow standards to a repo — feat → dev → main promotion model + CI gate, GitHub repo setup (branch protection, environments, secrets, OIDC), and the quality stack (skylos/fallow via lefthook + a shared justfile, run identically in CI). Detects current state and applies only the *missing* patterns, so it works on both new repos and existing ones. Use when setting up a new project or bringing an existing one up to standard.

Manage cloud infrastructure with Pulumi using general-purpose programming languages. Use when tasks mention pulumi commands, Pulumi stacks, infrastructure as code in TypeScript/Python/Go/C#, or deploying with pulumi up.

AWS RDS relational database service for managed databases. Use when provisioning databases, configuring backups, managing replicas, troubleshooting connectivity, or optimizing performance.

Testing strategies, patterns, and tools for robotics software. Use this skill when writing unit tests, integration tests, simulation tests, or hardware-in-the-loop tests for robot systems. Trigger whenever the user mentions testing ROS nodes, pytest with ROS, launch_testing, simulation testing, CI/CD for robotics, test fixtures for sensors, mock hardware, deterministic replay, regression testing for robot behaviors, or validating perception/planning/control pipelines. Also covers property-based testing for kinematics, fuzz testing for message handlers, and golden-file testing for trajectories.

AWS S3 object storage for bucket management, object operations, and access control. Use when creating buckets, uploading files, configuring lifecycle policies, setting up static websites, managing permissions, or implementing cross-region replication.

AWS SNS notification service for pub/sub messaging. Use when creating topics, managing subscriptions, configuring message filtering, sending notifications, or setting up mobile push.

Plan, apply, and manage infrastructure with Terraform. Use when tasks mention terraform commands, HCL configuration, provider setup, state management, or workspace operations.

Generate unit tests for untested branches and edge cases. Use when coverage is low, CI flags gaps, or a release needs hardening. Not for integration/E2E suites, framework migrations, or fixing production bugs.

Manages Medusa Cloud resources through the Cloud CLI (mcloud). Use when deploying, debugging deployments, managing environments, environment variables, or any Medusa Cloud operation. CRITICAL for mcloud commands, deployment failures, build logs, Cloud setup, and CI/CD workflows.

Deploy Kubernetes apps declaratively with Argo CD applications and projects. Use when tasks mention argocd, Argo CD, argocd app sync, Application CRD, AppProject, or GitOps with Argo CD.

Use OpenAI Codex CLI for coding tasks. Triggers: codex, code review, fix CI, refactor code, implement feature, coding agent, gpt-5-codex. Enables Clawdbot to delegate coding work to Codex CLI as a subagent or direct tool.

Detect Kiro specs with modified files in current branch. Use before PRs, spec-specific tests, or CI filtering.

Comprehensive DevOps and deployment workflow that orchestrates infrastructure automation, CI/CD pipelines, container orchestration, and cloud deployment. Handles everything from infrastructure as code and pipeline setup to monitoring, scaling, and disaster recovery.

Guidance for deploying FeatBit on AWS, including ECS Fargate, EKS (Kubernetes), and Terraform. Use when user asks about deploying or running FeatBit on AWS. Do not use for Docker Compose deployments or Kubernetes deployments on non-AWS clouds.

Web scraping, search, crawling, and browser automation via the Firecrawl CLI. Use this skill whenever the user wants to search the web, find articles, research a topic, look something up online, scrape a webpage, grab content from a URL, extract data from a website, crawl documentation, download a site, or interact with pages that need clicks or logins. Also use when they say "fetch this page", "pull the content from", "get the page at https://", or reference scraping external websites. This provides real-time web search with full page content extraction and cloud browser automation — capabilities beyond what Claude can do natively with built-in tools. Do NOT trigger for local file operations, git commands, deployments, or code editing tasks.

Entrypoint for AI coding assistant rule authoring across GitHub Copilot, Cursor, and Claude Code. USE FOR: setting up rules, reviewing existing rules, scaffolding instruction files, or asking which editor format to use. DO NOT USE FOR: authoring skills (SKILL.md), agent definitions (.agent.md), or CI enforcement of rule files.

GitHub Actions workflow patterns for CI/CD including matrix builds, reusable workflows, secrets management, and caching strategies. Use when setting up or optimizing GitHub Actions pipelines.

Read and manage GitHub PRs, issues, and notifications. Use when the user asks to check PRs, view code reviews, find review requests, or check CI status. Helps inform daily standups and code review workflows.

Configure GitLab CI/CD pipelines and runners for automated building, testing, and deployment. Create .gitlab-ci.yml configurations, manage runners, and implement DevOps workflows. Use when working with GitLab repositories or self-hosted GitLab instances.

Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOps practices, automating Kubernetes deployments, or setting up declarative infrastructure management.

Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOps practices, automating Kubernetes deployments, or setting up declarative infrastructure management.

Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOps practices, automating Kubernetes deployments, or setting up declarative infrastructure management.

Configure a GitHub repository for Graphite — branch protection, merge queue, CI triggers, and stack-aware CI optimizations. Use when the user is onboarding a repo to Graphite, mentions Graphite branch protection / required checks / signed commits / merge queue, sees CI failing on `graphite-base/*` branches, asks about merge-queue choice (Graphite vs GitHub vs external), or wants to reduce CI cost for stacked PRs (CI Optimizations, stack-aware CI, `needs.optimize_ci.outputs.skip`). Triggers on `.github/workflows/*.yml` changes for repos using Graphite, the phrases "stack CI", "stacking and CI", "graphite-base", and any branch-protection or merge-queue discussion in a Graphite repo.

Builds and launches Docker containers with health verification. Use when validating that containerized services start correctly.

Monitor Nx Cloud CI pipeline status and handle self-healing fixes automatically. Use when user says "watch CI", "monitor pipeline", "check CI status", "fix CI failures", or "self-heal CI". Requires Nx Cloud connection. Do NOT use for local task execution (use nx-run-tasks) or general CI debugging outside Nx Cloud.

Manage Portainer deployments - create stacks from Git repos, check deployment status, redeploy, view logs. Use when user asks about deploying to Portainer, checking stack status, or managing Docker deployments.

Analyzes a codebase and prepares it for OtterStack deployment. Use when preparing docker-compose projects, checking OtterStack compatibility, scanning for environment variables, validating compose files, or setting up zero-downtime deployments. Triggers on "prepare for otterstack", "validate compose file", "check deployment readiness", or "scan env vars".

Intelligent test selection based on code changes. Maps source files to tests via import analysis, implements tiered testing (fast < 1 min, impacted < 5 min, full suite), and tracks test reliability. Use when running tests after code changes to optimize feedback loops and CI time.

Diagnose and fix Single Step Instrumentation (SSI) issues on Kubernetes — SSI automatically instruments applications for APM without code changes. Only use if the agent and SSI are already configured but traces are missing or instrumentation is not working.

End-to-end encrypted cloud memory for AI agents. 100GB free storage. Store memories, files, and secrets securely.

Maintain IT asset inventory and configuration management database. Track hardware, software, and cloud resources. Use when managing IT assets.

Expert knowledge for Azure Managed Applications development including limits & quotas, security, configuration, and deployment. Use when designing createUiDefinition UIs, JIT access, managed identities, Key Vault/CMK, StorageAccountSelector, or Bicep-based catalog deployments, and other Azure Managed Applications related development tasks. Not for Azure Lighthouse (use azure-lighthouse), Azure Partner Solutions (use azure-partner-solutions), Azure Resource Manager (use azure-resource-manager), Azure Blueprints (use azure-blueprints).

Expert knowledge for Azure Static Web Apps development including troubleshooting, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when wiring SWA APIs to Azure DBs, configuring custom domains/DNS, auth/roles, CI/CD, or plan limits, and other Azure Static Web Apps related development tasks. Not for Azure App Service (use azure-app-service), Azure Functions (use azure-functions), Azure Container Apps (use azure-container-apps), Azure Web PubSub (use azure-web-pubsub).

Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring test-driven development of shell utilities.

Stealth web browsing for AI coding agents using the browse CLI's camoufox runtime. Same workflow as the `browse` skill — navigate, inspect, interact, report — but with an anti-detection Firefox that passes Cloudflare Turnstile, Google unusual-traffic, DataDome, and PerimeterX checks. Covers named camoufox profiles, authenticated sessions, and proxy rotation.

Deploys to [email protected] VPS and iteratively debugs until successful. Use when deploying to VPS, debugging deployment failures, investigating container issues, checking health endpoints, or fixing OtterStack errors. Triggers on "deploy to vps", "debug deployment", or "fix container failure".

Run deployment workflows for web applications (staging, production). Use when user says 'deploy', 'push to staging', 'release', 'ship it', or 'go live'.

Deploy CCA (Continuous Clearing Auction) smart contracts using the Factory pattern. Use when user says "deploy auction", "deploy cca", "factory deployment", or wants to deploy a configured auction.

Finds and inspects data assets within Google Cloud. Relevant when any of the following conditions are true: 1. The user request involves finding, exploring, or inspecting data assets in Google Cloud, such as: - BigQuery datasets, tables, or views - BigLake catalog or tables - Spanner instances, databases or tables - etc. 2. You need to retrieve the schema, metadata, or governance policies for a GCP data asset. 3. You have a keyword or topic (e.g., "sales data") but lack the specific table or resource ID. 4. You are attempting to find data using `bq ls`, as this skill offers a superior approach. Don't use when: - Assets are outside Google Cloud

Manage secure files for CI/CD including upload, download, list, and delete operations. Use when storing sensitive files for pipelines, managing certificates, or handling secure configuration files. Triggers on secure file, CI secrets, certificates, secure config.

Utility skill to detect Magento development environment and determine command wrapper. This skill should be used by other skills that need to execute shell commands in the Magento environment. It detects Warden, docker-magento, DDEV, and local environments and provides the appropriate command wrapper.

Sets up Docker, CI/CD, and environment configuration with auto-detection. Use when adding DevOps infrastructure to a project.

Implement policy as code with OPA, Sentinel, and Kyverno. Automate policy enforcement in CI/CD and infrastructure. Use when enforcing compliance through automation.

Cross-repo migration swarm — one coordinator + N parallel subagents (one per target repo) that apply the same transformation, open PRs, wait for CI, and report back to a shared JSON ledger. Coordinator handles topology, conflict auto-rebase, and stop-on-novel-failure. Use when bumping a shared dependency, rolling out a workflow change, or applying a codemod across the org. Do NOT use for single-repo work — that's /ork:implement.

Comprehensive testing strategies including test pyramid, TDD methodology, testing patterns, coverage goals, and CI/CD integration. Use when writing tests, implementing TDD, reviewing test coverage, debugging test failures, or setting up testing infrastructure.

Vercel Functions expert guidance — Serverless Functions, Edge Functions, Fluid Compute, streaming, Cron Jobs, and runtime configuration. Use when configuring, debugging, or optimizing server-side code running on Vercel.

Vercel Functions expert guidance — Serverless Functions, Edge Functions, Fluid Compute, streaming, Cron Jobs, and runtime configuration. Use when configuring, debugging, or optimizing server-side code running on Vercel.

Create a ZIA Cloud Firewall Filtering rule that controls network traffic by source/destination IP, country, network application, network service, device trust level, user/group/department, location, and optional time-of-day schedule (Time Interval). Supported actions: ALLOW, BLOCK_DROP, BLOCK_RESET, BLOCK_ICMP, EVAL_NWAPP. Use when an admin asks to 'create a firewall rule', 'block traffic to X', 'allow traffic from Y', 'block country Z', 'restrict access during business hours', or 'add a firewall exception'. This skill creates exactly one Cloud Firewall rule and chains to `zia-manage-time-interval` when the admin's request includes a recurring schedule.

Expertise in maintaining, debugging, and deploying the autorun hook system for Claude Code and Gemini CLI. Use when the user asks to "fix hooks", "deploy autorun", "debug hook errors", "update autorun version", or when troubleshooting "invisible failures" where safety guards appear inactive, piped commands are blocked, or work appears to have "reverted" after a session.

Provides structured AWS cost optimization guidance using five pillars (right-sizing, elasticity, pricing models, storage optimization, monitoring) and twelve actionable best practices with executable AWS CLI examples. Use when optimizing AWS costs, reviewing AWS spending, finding unused AWS resources, implementing FinOps practices, reducing EC2/EBS/S3 bills, configuring AWS Budgets, or performing AWS Well-Architected cost reviews.

Use when the user mentions iCloud sync issues, CloudKit errors, ubiquitous container problems, or asks to audit cloud sync.

Use when exporting existing Azure resources to Terraform using aztfexport. Triggers on aztfexport, Azure import to Terraform, export Azure resource, bring Azure under Terraform management, reverse-engineer Azure infrastructure, bootstrap IaC from live Azure resources. Covers resource, resource-group, and query modes.

Expert knowledge for Azure Artifacts development including best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when managing feeds, upstream sources, views/promotion, retention, GitHub Actions CI/CD, or npm/.npmrc config, and other Azure Artifacts related development tasks. Not for Azure DevOps (use azure-devops), Azure Pipelines (use azure-pipelines).

Expert knowledge for Azure Dev Box development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when designing Dev Box images, catalogs, policies, schedules, RBAC/SSO access, or VS Code dev tunnel workflows, and other Azure Dev Box related development tasks. Not for Azure DevTest Labs (use azure-devtest-labs), Azure Virtual Machines (use azure-virtual-machines), Azure Lab Services (use azure-lab-services), Azure Virtual Desktop (use azure-virtual-desktop).

Configure Azure VNets, NSGs, and Azure Firewall. Implement hub-spoke topology and private endpoints. Use when designing Azure network infrastructure.

Expert knowledge for Azure Red Hat OpenShift development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when creating ARO clusters, configuring networking/storage, securing Entra auth, using GPUs/virtualization, or integrating Key Vault, and other Azure Red Hat OpenShift related development tasks. Not for Azure Kubernetes Service (AKS) (use azure-kubernetes-service), Azure Container Apps (use azure-container-apps), Azure Virtual Machines (use azure-virtual-machines).

Deployment workflows, file management, and project organization for Universe 2025 (Tufty) Badge. Use when deploying apps to MonaOS, managing files on device, syncing projects, organizing code, or setting up deployment pipelines.

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.

Create, debug, and manage CI/CD pipelines with GitHub Actions. Use when the user needs to set up automated testing, deployment, releases, or workflows. Covers workflow syntax, common patterns, secrets management, caching, matrix builds, and troubleshooting.

Use this skill when the user asks about "Cloudflare Workers", "Cloudflare Pages", "Wrangler configuration", "R2", "D1", "KV", "Durable Objects", "Workers AI", or any Cloudflare deployment/development question. It uses the cloudflare-docs-fetcher agent to fetch official documentation, keeping the main context clean.

Debug running Docker containers and Compose services. Use when inspecting container logs, exec-ing into running containers, diagnosing networking issues, checking resource usage, debugging multi-stage builds, troubleshooting health checks, or fixing Compose service dependencies.

Container escape playbook. Use when operating inside a Docker container, LXC, or Kubernetes pod and need to escape to the host via privileged mode, capabilities, Docker socket, cgroup abuse, namespace tricks, or runtime vulnerabilities.

Use this skill when the user asks to "set up monitoring", "configure observability", "onboard new service", "create saved view", "set up notifications", "configure webhook", "set up Slack integration", "outgoing webhook", "automation action", "webhook for alerts", "create view", "saved view", "view folder", "organize dashboards", "install integration", "configure extension", "contextual data", "connect external service", "create notification connector", "set up email alerts", "configure PagerDuty", "notification routing", "deploy extension", "test webhook", "notification preset", "test notification", "webhook actions", or wants to set up, configure, or manage the observability stack for a service or team.

Deploys and manages Laravel applications on Laravel Cloud using the `cloud` CLI. Use when the user wants to deploy an app, ship to cloud, create/manage environments, databases, caches, domains, instances, background processes, check billing/usage/spend, or any Laravel Cloud infrastructure. Triggers on deploy, ship, cloud management, environment setup, database provisioning, billing/usage queries, and similar cloud operations.

Interpreting MSBuild output, NuGet errors, or analyzer warnings. Error codes, CI drift fixes.

Deploy payloads and shell commands fleet-wide using reliable tasking. Execute scripts, collect data, or run commands across all endpoints with automatic handling of offline sensors. Use for vulnerability scanning, data collection, software inventory, compliance checks, or any fleet-wide operation.

Configure GCP Cloud Audit Logs for compliance. Set up log routing and BigQuery analysis. Use when auditing GCP activity.

Secure secrets in Google Cloud Secret Manager. Configure IAM policies, integrate with GKE, and manage secret versions. Use when managing secrets in GCP environments.

Manage CI/CD variables at project and group level including create, update, list, and delete operations. Use when setting environment variables for pipelines, managing secrets, or configuring CI/CD variables. Triggers on variable, CI variable, environment variable, secrets, CI/CD config.

Hono on Cloudflare Workers - bindings, KV, D1, R2, Durable Objects, and edge deployment patterns

Reference library of 35+ hook and headline tactic types. Use this when a user asks for hooks organized by tactic, wants to know which tactic to use for a given situation, or requests hooks "by tactic type." This defines what each tactic is and when to deploy it. Always pair with hook-writing for execution — tactics define the frame, psychological triggers are the mechanism inside the frame.

Setting up and hosting Duende IdentityServer in ASP.NET Core applications, including DI registration, middleware pipeline, hosting patterns, essential options, license configuration, and ASP.NET Identity integration.

Remote JavaScript console access and debugging on mobile devices. Use when debugging web pages on phones/tablets, accessing console errors without desktop DevTools, testing responsive designs on real devices, or diagnosing mobile-specific issues. Covers Eruda, vConsole, Chrome/Safari remote debugging, and cloud testing platforms.

Solidity security patterns, common vulnerabilities, and pre-deploy audit checklist. The specific code patterns that prevent real losses — not just warnings, but defensive implementations. Use before deploying any contract, when reviewing code, or when building anything that holds or moves value.

Run Semgrep static analysis for fast security scanning and pattern matching. Use when asked to scan code with Semgrep, write custom YAML rules, find vulnerabilities quickly, use taint mode, or set up Semgrep in CI/CD pipelines.

Static analysis skill for C/C++ codebases. Use when hardening code quality, triaging noisy builds, running clang-tidy, cppcheck, or scan-build, interpreting check categories, suppressing false positives, or integrating static analysis into CI. Activates on queries about clang-tidy checks, cppcheck, scan-build, compile_commands.json, code hardening, or static analysis warnings.

Upload files to the cloud and get shareable public URLs using stableupload.dev (x402 micropayments). USE FOR: - Uploading files to get public URLs - Sharing files via download links - Hosting images, documents, or any file type - Making files publicly accessible for 6 months - Hosting static websites with custom domains TRIGGERS: - "upload this", "share this file", "get me a link" - "host this file", "make this downloadable" - "public URL", "download link", "put online" - "share file", "file hosting", "upload file" - "host site", "deploy site", "static site" ALWAYS use agentcash.fetch for stableupload.dev endpoints — never curl or WebFetch for the purchase step.

Deploy a 2-layer parallel agent hierarchy for large, parallelizable work — big refactors, multi-file migrations, codebase-wide audits, bulk generation. Layer 1 is 3-50+ specialist agents, each with its own full context window; Layer 2 is 2+ sub-agents per member. Includes git safety, tiered sizing, a pre-deploy gate, phantom-completion checks, and multi-wave follow-up.

Configure AWS CloudTrail for audit logging. Set up organization trails and event analysis. Use when auditing AWS activity.

Expert knowledge for Azure Data Box development including troubleshooting, best practices, limits & quotas, security, configuration, and integrations & coding patterns. Use when handling Data Box/Disk imports, SMB/NFS copies, Key Vault CMKs, REST APIs, or VHD‑to‑managed‑disk flows, and other Azure Data Box related development tasks. Not for Azure Import Export (use azure-import-export), Azure Stack Edge (use azure-stack-edge), Azure Virtual Machines (use azure-virtual-machines), Azure Blob Storage (use azure-blob-storage).

Manage secrets and certificates in Azure Key Vault. Configure access policies, integrate with Azure services, and implement secure secret management. Use when managing secrets in Azure environments.

Set up, configure, and troubleshoot Grafana Cloud integrations for AWS, Azure, and other cloud providers. Use when the user asks to connect AWS CloudWatch, set up Azure Monitor, configure Confluent Cloud observability, install a Grafana integration, set up hosted exporters, use AWS Firehose for CloudWatch logs, or troubleshoot a cloud integration. Triggers on phrases like "AWS CloudWatch", "Azure Monitor", "Confluent integration", "cloud integration", "hosted exporter", "AWS Firehose", "install integration", "cloud metrics", or "cloud logs".

Operates Cloudflare's new unified `cf` CLI (technical preview, April 2026) — install path, flag conventions, the local-vs-remote default trap, coexistence with Wrangler and `wrangler.jsonc`, and agent-mode usage via the Local Explorer OpenAPI. Use when the user mentions `cf`, `npx cf`, "the new Cloudflare CLI", or is choosing between `cf` / `wrangler` / REST / Terraform.

Cloudflare D1 SQLite database with Workers, Drizzle ORM, migrations

Multi-agent consensus code review with adaptive budgets, complexity-aware agent selection, multiple consensus protocols (Approval/Veto, AAD, CI, Supermajority), cross-agent coverage tracking, context-folding isolation, and progressive summarization. Use when reviewing PRs, directories, or code changes.

Implement FedRAMP requirements for federal cloud services. Configure NIST 800-53 controls and continuous monitoring. Use when providing cloud services to US federal agencies.

Use when the user invokes $fix-pr or asks Codex to apply fixes to a PolicyEngine PR based on $review-program findings, GitHub review comments, CI failures, or local review reports.

Creates GitHub Actions workflows for CI/CD (test, build, deploy, release). Use when user asks to "setup github actions", "create workflow", "ci/cd pipeline", "automate testing", or "deployment workflow".

Google Agent Development Kit (ADK) for Python. Capabilities: AI agent building, multi-agent systems, workflow agents (sequential/parallel/loop), tool integration (Google Search, Code Execution), Vertex AI deployment, agent evaluation, human-in-the-loop flows. Actions: build, create, deploy, evaluate, orchestrate AI agents. Keywords: Google ADK, Agent Development Kit, AI agent, multi-agent system, LlmAgent, SequentialAgent, ParallelAgent, LoopAgent, tool integration, Google Search, Code Execution, Vertex AI, Cloud Run, agent evaluation, human-in-the-loop, agent orchestration, workflow agent, hierarchical coordination. Use when: building AI agents, creating multi-agent systems, implementing workflow pipelines, integrating LLM agents with tools, deploying to Vertex AI, evaluating agent performance, implementing approval flows.

Meson build system skill for C/C++ projects. Use when setting up a Meson project, configuring build options, managing dependencies with the wrap system, cross-compiling, or integrating Meson with CI. Activates on queries about meson setup, meson compile, meson wrap, meson test, cross-file, meson.build, or migrating from CMake/Autotools to Meson.