DevOps & Infra

cookiemonsterdev Bundle

Use when users ask how to create, configure, deploy, invoke, scale, secure, monitor, or troubleshoot AWS Lambda functions, including runtimes, layers, deployment packages, container images, triggers, event sources, VPC configuration, concurrency, provisioned concurrency, Lambda URLs, permissions, environment variables, or Lambda extensions, especially when they need official AWS Lambda documentation, exact links, or docs-grounded guidance.

cookiemonsterdev Bundle

Use when users ask how to install, configure, deploy, scale, secure, network, store, schedule, debug, or troubleshoot Kubernetes clusters and workloads, including pods, deployments, services, ingress, configmaps, secrets, RBAC, kubectl, kubeadm, Helm-adjacent core APIs, autoscaling, jobs, statefulsets, daemonsets, CRDs, or cluster administration, especially when they need official Kubernetes documentation, exact links, or docs-grounded guidance.

cookiemonsterdev Bundle

Use when users ask how to deploy, index, search, map, secure, scale, monitor, ingest, aggregate, or troubleshoot OpenSearch clusters and OpenSearch Dashboards, including Query DSL, vector search, k-NN, ML Commons, Data Prepper, security plugin, index management, ISM, snapshots, clients, or migration from Elasticsearch, especially when they need official OpenSearch documentation, exact links, or docs-grounded guidance.

cookiemonsterdev Bundle

Use when users ask how to create, model, query, index, secure, scale, stream, replicate, back up, cache, or troubleshoot Amazon DynamoDB tables and items, including partition keys, sort keys, GSIs, LSIs, on-demand or provisioned capacity, DynamoDB Streams, global tables, transactions, TTL, PartiQL, DAX, IAM access, or DynamoDB API behavior, especially when they need official Amazon DynamoDB documentation, exact links, or docs-grounded guidance.

cookiemonsterdev Bundle

Use when users ask how to deploy, index, search, map, secure, scale, monitor, ingest, aggregate, alert on, or troubleshoot Elasticsearch clusters and the Elastic Stack, including Kibana, Query DSL, ES|QL, data streams, ingest pipelines, vector search, machine learning, Elastic Cloud, Fleet, Beats, Logstash, Elastic Security, or Elastic Observability, especially when they need official Elastic documentation, exact links, or docs-grounded guidance.

griddynamics Bundle

MUST activate before execution when environment has access to databases, cloud services, S3, or similar external systems, any access to servers of higher environments, and when assessing environment risk level.

bejeweledme Bundle

Use when designing, reviewing, validating, debugging, or improving classic software QA strategy and automated test suites. Trigger for autotests, unit tests, integration tests, contract tests, end-to-end tests, test pyramid decisions, flaky tests, test doubles, mocks, fakes, stubs, test coverage, test maintainability, CI/CD quality gates, release validation, exploratory testing, and production feedback for non-LLM software systems.

bejeweledme Bundle

Design, implement, operate, or debug LLM agent execution: pipeline-versus-agent decisions, single- or multi-agent orchestration, tool and MCP contracts, durable state and memory, checkpoints, retries, handoffs, stopping, and scaffold evolution. Use llm-system-design for product composition and agent-llm-evals for evaluation.

bejeweledme Bundle

Provision, deliver, debug, or recover infrastructure through Terraform/OpenTofu state transitions, container builds, Kubernetes, GitOps reconciliation, CI identity, and deployment admission. Own apply mechanisms; application behavior and live reliability acceptance stay with their engineering owners.

bejeweledme Bundle

Define and operate user reliability through SLIs/SLOs, error budgets, observability, alerting, incidents, on-call, recovery, Kubernetes reliability, and resilience validation. Use for production-readiness and reliability decisions; infrastructure provisioning and reconciliation belong to platform engineering.

bejeweledme Bundle

Use when framing, designing, reviewing, or decomposing a computer-vision product or pipeline. Trigger for visual task formulation, sensor and input contracts, classification/detection/segmentation/retrieval/OCR/video decomposition, deterministic versus learned stage boundaries, end-to-end topology, hardware constraints, fallbacks, and build-versus-buy decisions. Route model-family selection, data, evaluation, and measured runtime work to the dedicated CV skills.

ashermahonin Bundle

Use for broad DevOps, infrastructure, deployment, automation, operations, security, incident, cloud, Kubernetes, CI/CD, container, IaC, scripting, observability, or network/VPN requests that need safe routing before implementation.

ashermahonin Bundle

Use for CI/CD, pipeline automation, GitHub Actions, GitLab CI, Jenkins, Argo, Azure DevOps, build-test-scan-package-deploy flows, release orchestration, protected environments, approvals, and rollback.

ashermahonin Bundle

Use for cloud architecture and operations across AWS, GCP, Azure, Cloudflare, DigitalOcean, Yandex Cloud, VK Cloud, Selectel, SberCloud, MTS Web Services, IAM, networking, HA/DR, managed services, migration, and cost/risk control.

ashermahonin Bundle

Design or review data, analytics, ML, embedding, vector-search, RAG, and model-lifecycle pipelines. Use when the product depends on sourced data, schemas, transformation, training, evaluation, deployment, lineage, drift detection, or retraining. Produce data contracts, reproducibility requirements, evaluation evidence, deployment controls, and monitoring ownership.

ashermahonin Bundle

Use for Docker, BuildKit, Podman, Compose, OCI image builds, runtime behavior, registries, multi-stage Dockerfiles, image optimization, healthchecks, non-root execution, supply chain safety, and container troubleshooting.

ashermahonin Bundle

Use for VPC/VNet/subnet design, VPN, routing, DNS, firewall rules, ACLs, security groups, private endpoints, bastions, hybrid or multi-cloud connectivity, zero trust access, Kubernetes network policies, MTU, latency, and secure network troubleshooting.

ashermahonin Bundle

Use for Kubernetes deployment, manifests, Helm, Kustomize, operations, scaling, storage, networking, RBAC, NetworkPolicy, Pod Security, rollout planning, rollback, and cluster troubleshooting.

ashermahonin Bundle

Use for Terraform, OpenTofu, Pulumi, CloudFormation, Bicep, ARM, Crossplane, provider constraints, remote state, imports, moved blocks, plan review, drift, policy checks, modular infrastructure, and safe resource changes.

cookiemonsterdev Bundle

Use when users ask how to install, search, deploy, upgrade, rollback, uninstall, template, lint, package, or troubleshoot Helm charts and releases on Kubernetes, including chart development, values, repositories, hooks, plugins, OCI registries, Helm 4 changes, or the Helm Go SDK, especially when they need official Helm documentation, exact links, or docs-grounded guidance.

cookiemonsterdev Bundle

Use when users ask how to build, explain, configure, route, secure, test, deploy, or troubleshoot Flask web applications, including blueprints, application factories, request/response objects, templates, sessions, error handling, CLI commands, extensions, WSGI middleware, async views, or production deployment, especially when they need official Flask documentation, exact links, or docs-grounded Python guidance.

cookiemonsterdev Bundle

Use when users ask how to build, explain, configure, tune, secure, scale, monitor, or troubleshoot Redis applications and deployments, including data types, commands, clients, pipelining, transactions, pub/sub, streams, JSON, search, vector search, AI/RAG patterns, clustering, replication, persistence, Redis Open Source, Redis Cloud, Redis Software, or Redis for Kubernetes, especially when they need official Redis documentation, exact links, or docs-grounded guidance.

cookiemonsterdev Bundle

Use when users ask how to create, configure, secure, access, replicate, lifecycle-manage, or troubleshoot Amazon S3 buckets and objects, including storage classes, encryption, bucket policies, ACLs, Block Public Access, presigned URLs, static website hosting, event notifications, replication, S3 Glacier, Mountpoint, or S3 API behavior, especially when they need official Amazon S3 documentation, exact links, or docs-grounded guidance.

cookiemonsterdev Bundle

Use when users ask how to build, explain, configure, model, query, secure, test, deploy, migrate, or troubleshoot Django web applications, including models, views, templates, forms, URLconfs, the admin, ORM, migrations, authentication, middleware, REST patterns, async views, caching, or management commands, especially when they need official Django 6.1 documentation, exact links, or docs-grounded Python guidance.

cookiemonsterdev Bundle

Use when users ask how to install, configure, build, run, network, secure, compose, orchestrate, or troubleshoot Docker containers, images, volumes, networks, registries, Docker Engine, Docker Compose, Buildx, Swarm, or the Docker Engine API, including Dockerfile syntax, Compose file format, CLI flags, daemon configuration, and Docker Desktop, especially when they need official Docker documentation, exact links, or docs-grounded guidance.

cookiemonsterdev Bundle

Use when users ask how to build, explain, configure, secure, test, deploy, or troubleshoot NestJS applications, including modules, controllers, providers, dependency injection, middleware, guards, pipes, interceptors, exception filters, configuration, databases, validation, caching, queues, GraphQL, microservices, WebSockets, OpenAPI/Swagger, CLI, or platform adapters (Express/Fastify), especially when they need official NestJS documentation, exact links, or docs-grounded TypeScript guidance.

cookiemonsterdev Bundle

Use when users ask how to build, configure, query, filter, index, scale, secure, or troubleshoot Qdrant vector database deployments, including collections, points, payloads, vectors, hybrid search, filtering, quantization, snapshots, distributed deployment, Qdrant Cloud, or client libraries, especially when they need official Qdrant documentation, exact links, or docs-grounded guidance.

cookiemonsterdev Bundle

Use when users ask how to install, configure, authenticate, script, filter output, troubleshoot, or run AWS CLI commands for AWS services, including profiles, credentials, SSO, IAM roles, regions, endpoints, JMESPath queries, output formats, pagination, retries, proxies, wizards, aliases, shell completion, or migration from AWS CLI v1 to v2, especially when they need official AWS CLI documentation, exact links, or docs-grounded command guidance.

cookiemonsterdev Bundle

Use when users ask how to create, configure, deploy, scale, network, secure, or troubleshoot Amazon ECS clusters, task definitions, services, and tasks, including Fargate, EC2 launch types, ECS Managed Instances, Service Connect, auto scaling, IAM roles, ECR integration, ECS Anywhere, or capacity providers, especially when they need official Amazon ECS documentation, exact links, or docs-grounded guidance.

cookiemonsterdev Bundle

Use when users ask how to create, configure, secure, scale, upgrade, network, or troubleshoot Amazon EKS clusters and workloads, including managed node groups, Fargate, EKS Auto Mode, add-ons, IRSA, EKS Capabilities, networking, storage, observability, eksctl, cluster access, or hybrid/Anywhere deployments, especially when they need official Amazon EKS documentation, exact links, or docs-grounded guidance.

cookiemonsterdev Bundle

Use when users ask how to create, configure, secure, audit, or troubleshoot AWS IAM identities and permissions, including users, groups, roles, policies, trust policies, permission boundaries, IAM Identity Center, STS, MFA, access keys, service-linked roles, IAM Roles Anywhere, Access Analyzer, or cross-account access, especially when they need official AWS IAM documentation, exact links, or docs-grounded guidance.

cookiemonsterdev Bundle

Use when users ask how to build, explain, configure, validate, secure, test, deploy, or troubleshoot FastAPI applications and APIs, including path operations, dependencies, Pydantic models, OpenAPI docs, middleware, background tasks, WebSockets, lifespan events, SQL databases, authentication, or async Python, especially when they need official FastAPI documentation, exact links, or docs-grounded Python guidance.

cookiemonsterdev Bundle

Use when users ask how to build, explain, configure, extend, validate, test, deploy, or troubleshoot Fastify HTTP servers, including routes, plugins, hooks, decorators, lifecycle, JSON Schema validation, serialization, logging, middleware, TypeScript, serverless, or the @fastify ecosystem, especially when they need official Fastify documentation, exact links, or docs-grounded JavaScript/TypeScript guidance.

cookiemonsterdev Bundle

Use when users ask how to install, configure, query, visualize, alert on, administer, or troubleshoot Grafana and the Grafana Labs observability stack, including Grafana OSS, Grafana Enterprise, Grafana Cloud, dashboards, panels, data sources, Loki, Mimir, Tempo, Pyroscope, Alloy, Beyla, k6, alerting, IRM, SLOs, or OpenTelemetry integrations, especially when they need official Grafana Labs documentation, exact links, or docs-grounded guidance.

cookiemonsterdev Bundle

Use when users ask how to design, query, mutate, subscribe to, validate, secure, deploy, or troubleshoot GraphQL APIs, including schemas and types, queries and mutations, subscriptions, resolvers, validation, execution, responses, introspection, HTTP transport, authorization, pagination, federation, performance, security, or schema evolution, especially when they need official GraphQL documentation, exact links, or docs-grounded guidance from graphql.org.

cookiemonsterdev Bundle

Use when users ask how to deploy, connect to, query, model, index, aggregate, secure, scale, back up, monitor, or troubleshoot MongoDB databases and applications, including Atlas, Community Edition, Enterprise Advanced, CRUD, the aggregation framework, search, vector search, transactions, change streams, replication, sharding, drivers, Compass, or data modeling, especially when they need official MongoDB documentation, exact links, or docs-grounded guidance.