Expert LLM architect specializing in large language model architecture, deployment, and optimization.
Docker image reviews, optimization, and step-building guidance. Analyzes Dockerfiles for best practices, security issues, and anti-patterns.
Deploy open models or custom weights from Model Garden to Agent Platform endpoints, check deployment status, verify serving endpoints, or clean up resources by undeploying models…
Manages Agent Platform serving endpoints. Use when you need to create, list, describe, update, or delete serving endpoints for model deployment on Agent Platform.
Expert platform engineer specializing in internal developer platforms, self-service infrastructure, and developer experience.
Measure and improve the quality of AI models and agents on Google Cloud using the Eval Quality Flywheel methodology.
Manages and orchestrates prompts in Agent Platform. Use when you need to create, list, retrieve, version, or delete managed prompts in Agent Platform.
Agent Platform Model Tuning. Use when you need to fine-tune open models or Gemini models using Agent Platform infrastructure.
Agent Safehouse（macOS 向け sandbox-exec ベースのエージェントサンドボックスツール）のセットアップ、設定、ポリシー構築、デバッグ、カスタマイズの完全ガイド。 ユーザーが agent-safehouse / safehouse コマンド / sandbox-exec ポリシーに言及したとき、`Operation not…
Expert Terraform engineer specializing in infrastructure as code, multi-cloud provisioning, and modular architecture.
PR pipeline için format, lint, test, önbellek ve Python sürüm matrisi iskeleti tanımlarken kullan.
VS Code devcontainer ile tutarlı geliştirme ortamı için örnek alanlar ve Docker socket risk uyarısı verirken kullan.
COS işletim sorunlarında MicroK8s teşhis sırası, komutlar ve yetki geri dönüşlerini özetlerken kullan.
Guide for deploying AgenticX agents to production including Docker containerization, Kubernetes orchestration, Volcengine AgentKit cloud deployment, and API server setup.
Mesh Network Sovereignty Builder for 0xagentprivacy. Activates for tailnet deployment, control/data plane separation at network layer, NAT traversal, DERP relay configuration,…
Nullifier construction, deployment, and verification for 0xagentprivacy privacy-preserving invalidation.
DAO and Community Architect for 0xagentprivacy. Activates for guild deployment, treaty negotiation between guilds, governance mechanism design (conviction voting, quadratic…
Use when deploying your agent to AWS, or when a deploy has failed. Handles pre-flight validation, CDK/IAM/quota error diagnosis, version management, rollback, and canary…
Review an AI prompt or workflow before deploying it to real usage. Use when the user has built a prompt and wants to check it for weaknesses, edge cases, and production readiness…
Framework for building LLM-powered applications with agents, chains, and RAG. Supports multiple providers (OpenAI, Anthropic, Google), 500+ integrations, ReAct agents, to — from…
Comprehensive L&D framework for upskilling DevOps/IaC/Automation teams to become AI Agent Engineers. Covers LLM literacy, RAG, agent frameworks, multi-agent systems, and LLMOps.
Pre-deployment privacy compliance checklist for AI/ML systems covering DPIA completion, lawful basis verification, transparency notices, human oversight mechanisms, bias testing,…
Navigating the regulatory landscape and ethical frameworks for responsible AI development and deployment.
Production LLM engineering skill. Covers strategy selection (prompting vs RAG vs fine-tuning), dataset design, PEFT/LoRA, evaluation workflows, deployment handoff to inference…
Operational patterns, templates, and decision rules for time series forecasting (modern best practices): tree-based methods (LightGBM), deep learning (Transformers, RNNs),…
Airbyte is the leading open-source data integration platform providing 600+ pre-built connectors for ELT pipelines from APIs, databases, and files to data warehouses, lakes, and…
Prepare, validate, build, and use Nemotron Customizer airgap image bundles for offline clusters. Use when planning airgapped deployments, editing…
Display workspace status dashboard showing installed frameworks, deployments, artifact counts, and health indicators
Azure Kubernetes Service Automatic mode GA 2025 features including Karpenter, auto-scaling, and zero operational overhead
Deploying and debugging Toygres on AKS (Azure Kubernetes Service). Use when deploying, debugging pods, viewing logs, troubleshooting SSL, or managing Kubernetes resources.
Diagnose and fix Kubernetes deployment failures, especially ImagePullBackOff, CrashLoopBackOff, and architecture mismatches.
Configure CI/CD pipeline for Alchemy-powered Web3 applications. Use when setting up automated testing with Hardhat forks, smart contract verification, or testnet deployment…
Alchemy IaC patterns for deploying TanStack Start apps to Cloudflare Workers with D1 databases. Use when setting up new TanStack Start projects, configuring Alchemy deployments,…
Deploy Alchemy-powered Web3 applications to Vercel, Cloud Run, and AWS. Use when deploying dApps with server-side Alchemy SDK access, configuring API key secrets, or setting up…
A skill for managing database migrations with Alembic. Use this for tasks involving Alembic initialization, configuration, creating new migration scripts (both autogenerated and…
Alertmanager Rules Config - Auto-activating skill for DevOps Advanced. Triggers on: alertmanager rules config, alertmanager rules config Part of the DevOps Advanced skill category.
Deploy Algolia-powered apps to Vercel, Fly.io, and Cloud Run with proper API key management and InstantSearch frontend integration.
Use when building trading systems, backtesting strategies, implementing execution algorithms, or analyzing market microstructure - covers strategy development, risk management,…
Operate ACK clusters (managed/dedicated/serverless), ACR container registries, ASM service mesh, and container workload placement.
Review Alibaba Cloud SSL Certificate Service — DV/OV/EV certificate lifecycle, auto-renewal configuration, certificate deployment to SLB/ALB/CDN/OSS, domain validation status, CAA…
Build CI/CD pipelines with RDC (Research and Development Collaboration), Cloud Build, Flow pipeline automation, ACR (Container Registry) image lifecycle, and environment promotion…
Deploy and operate Function Compute 3.0, SAE (Serverless App Engine) applications, and EDAS microservice apps. Guide the serverless vs. PaaS vs.
Review Terraform and ROS (Resource Orchestration Service) changes targeting Alibaba Cloud — blast radius analysis, resource deletion detection, cross-stack dependency impact,…
Gate ACK deployment mutations, node pool scaling, and cluster version upgrades against rollback posture and workload disruption budget.
Use when user explicitly asks Flink/Ververica/Realtime Compute Console workspace operations: 草稿(draft), SQL校验/执行, 部署(deployment), 作业(job), Session Cluster, namespace, 表(table),…
Deploy Alibaba Cloud official tech solutions. Trigger when the user mentions an Alibaba Cloud solution, pastes a solution URL (aliyun.com/solution/tech-solution/...), or wants to…
Use when the user wants Terraform HCL for Alibaba Cloud (Alicloud) infrastructure — new project or extending an existing one.
Embrapa I/O compliance specialist. Use when user mentions 'verificar conformidade', 'Embrapa I/O compliance', 'docker compose compliance', 'conformidade', or 'alice'.
Validates cross-artifact consistency and detects breaking changes during feature analysis. Use when running /analyze command, validating spec-plan alignment, checking…
Run K8sGPT as an MCP server so an agent can scan a Kubernetes cluster, explain unhealthy resources, and return prioritized remediation clues in natural language.
\"Analyze prompts for clarity, effectiveness, and optimization opportunities. 分析提示之清晰度、有效性及優化機會。 Use when: reviewing existing prompts, identifying issues before deployment,…
Terraform state を分析・操作する。「state 確認」「state list」「state show」「リソース一覧」「state の移動」「state mv」「state rm」「terraform state」「state 操作」「リソースの状態」「state pull」などで起動。 — from engineering/devops
Builds LP commitment pacing with deployment curves, distribution assumptions, and NAV projection for portfolio planning.
Investigate compromised Docker containers by analyzing images, layers, volumes, logs, and runtime artifacts to
Parses Kubernetes API server audit logs (JSON lines) to detect exec-into-pod, secret access, RBAC modifications,
Build and deploy Android app to connected device via USB. Fast deployment (~2-5 seconds) using Gradle and ADB.
Deploy Anima design-to-code service as a backend API endpoint. Use when building a design-to-code microservice, deploying Anima SDK as a serverless function, or creating an…
Use the Annie CLI and the Anyshift MCP server to investigate infrastructure: resource graph, recent changes, dependents, blast radius, and temporal diffs.
Ansible automation expert for playbooks, roles, inventories, and infrastructure management
Infrastructure automation and configuration management using Ansible playbooks, roles, and inventory. Use for deploying applications, patching, and managing servers.