High-performance CLI proxy that reduces LLM token consumption by 60-90%. Transparently rewrites 100+ common dev commands (git, gh, cargo, npm, docker, kubectl, aws, etc.) via…
How to swap the DeepStream CV detection model in the VSS Alerts Blueprint verification (2d_cv) mode - covers ONNX export, custom bbox parsers, compose mount gotchas, nvinfer…
How to swap the VLM in the VSS Alerts Blueprint — covers RTVI-VLM microservice deployment methods, all three VLM consumers (rtvi-vlm, vlm-as-verifier, vss-agent), and health…
Подготовка продукта к подаче в реестр российского ПО Минцифры и сопровождение заявки через портал. Use when the user asks in Russian or by meaning: подать в реестр отечественного…
Rule: MUST use whenever the scope matches this purpose: When changing architecture mode or governance policies.
Use Nanobot to configure a lightweight local personal agent with model providers, MCP tools, memory, chat channels, search, and gateway deployment paths.
Guide for running acceptance tests for a Terraform provider. Use this when asked to run an acceptance test or to run a test with the prefix `TestAcc`.
Launch supported coding agents in Docker, collect local metrics and HTTP traces, and compare their runs in a built-in dashboard.
Use ToolHive to install, isolate, update, and govern MCP servers so agents connect to a predictable local or Kubernetes-backed tool surface instead of a pile of hand-managed…
Ejecuta aplicaciones detectando automáticamente el tipo de proyecto (Next.js, Node.js, Python, Docker). Verifica dependencias, variables de entorno, puertos y base de datos.
Express Kubernetes test steps and assertions in YAML, then execute them against a real cluster before shipping controller or manifest changes.
Trigger deployment via GitHub Actions workflow_dispatch. Execute phase skill — validates pre-deploy conditions, fires the configured workflow, monitors completion, and verifies…
Run an existing container image as a Kubernetes pod with local files injected from the CodeMate workspace, then exec commands against it.
Run a command inside a CUDA Docker slot container. Use whenever running any code or shell commands within this repo. Arguments:
Use mcp-server-kubernetes so an MCP-capable agent can inspect, troubleshoot, and manage Kubernetes resources through a configured kubeconfig.
Comprehensive guide for setting up and running local LLMs using Harbor. Use when user wants to run LLMs locally, set up or troubleshoot Ollama, Open WebUI, llama.cpp, vLLM,…
Run automated release testing (UI or API) via the AWS DevOps Agent using a pre-configured test profile.
Execute fast smoke tests validating critical functionality after deployment. Use when performing specialized testing.
Selects the optimal runtime ecosystem (JVM, .NET, Node.js/V8, native compilation) based on deployment characteristics, performance requirements, and operational constraints for…
Manages runtime health, deployment, incidents, rollback, and monitoring. Use during deployment verification and incident triage.
Runway deploy integration — AI video generation and creative AI platform. Use when working with Runway for video generation, image editing, or creative AI.
Expose local services via secure tunnels using rustunnel. Create public HTTPS/TCP/UDP URLs, peer-to-peer tunnels, and load-balanced pools for testing, webhooks, demos, and…
Развёртывание с sync local↔GitHub↔server, проверками логов, fix-forward и docs/git финализацией. Используй для: /rldyour-flow:ry-deploy, задеплой, прод, продакшен, деплой на…
Optimize cloud and AI costs for modern SaaS stacks (Vercel, Supabase, Neon, Stripe, and AI APIs). Covers token efficiency, serverless database scaling, edge function optimization,…
Performs deployment with pre-flight checks, atomic replacement, post-deploy verification, and automatic rollback. Use before any deployment to staging or production.
techniques for de-risking agent releases. Use this to implement Canary, Blue-Green, and A/B testing strategies while leveraging GitOps for reliable rollbacks.
Sagemaker Endpoint Deployer - Auto-activating skill for ML Deployment. Triggers on: sagemaker endpoint deployer, sagemaker endpoint deployer Part of the ML Deployment skill…
Deploy SalesLoft integrations to Vercel, Fly.io, and Cloud Run. Use when deploying SalesLoft-powered apps to production, configuring platform secrets, or setting up webhook…
The lifecycle gate for a local Codespace-equivalent sandbox. Routed to when the user invokes /ca-sandbox:sandbox to pull an untrusted repo into an ephemeral, host-FS-isolated…
Governance review for SAP AI Core, AI Launchpad, and Generative AI Hub deployments. Assesses model access control, data privacy for RAG pipelines and embeddings, prompt-injection…
Comprehensive SAP Business Technology Platform (BTP) reference for cloud development, deployment, and operations.
Comprehensive skill for SAP Cloud Transport Management service on SAP BTP. Use when setting up transport landscapes, configuring transport nodes and routes, managing import…
SAP BTP Connectivity skill covering Destination Service, Connectivity Service, Cloud Connector, Connectivity Proxy, and Transparent Proxy for Kubernetes.
SAP BTP DevOps — CI/CD pipeline configuration, MTA build automation, automated testing, transport integration (CTMS), GitHub Actions for BTP, SAP Continuous Integration and…
SAP BTP Kyma runtime — Kubernetes-native runtime on BTP with Istio service mesh, API Rules, serverless functions, eventing, and BTP service bindings.
Pre-flight validation for SAP VM deployments and migrations. Checks VM SKU catalog availability, zone support, subscription quota, restrictions, and SAP/HANA certification against…
Deploy or modify SAP Cloud Integration iFlows and integration artifacts using a mandatory 17-step guarded mutation sequence covering classification, target tenant confirmation,…
Use when deploying to production — verifies rollback readiness, monitoring, and change communication against mission-critical criteria and produces a go/no-go decision.
CI/CD pipeline security — GitHub Actions injection, secret exposure, untrusted actions, and artifact poisoning
Docker-specific security checks — image hardening, secrets in layers, compose security, and runtime configuration
Infrastructure provisioning specialist for cloud IaC (Terraform/OpenTofu/CloudFormation/Pulumi) and local development environments (Docker Compose/dev setup/env vars).
Review and advise on Scaleway Kapsule managed Kubernetes cluster readiness: node pool sizing and autoscaling, CNI plugin selection (Cilium, Calico, Kilo), placement group policy…
Gate and execute Scaleway Kapsule live mutations — Kubernetes version upgrades, node pool creation/deletion/scaling, and cluster configuration changes — with mandatory PDB audit,…
Classify and route Scaleway tasks to the narrowest qualified specialist agent. Use when a user presents a Scaleway request that spans IAM, cost, Kapsule/Kubernetes, networking, or…
Run a focused preflight scan over agent and MCP repositories to catch poisoned instruction files, dangerous configs, and AI-specific supply-chain risks before merge or deployment.
Probe a model or agent stack with adversarial test suites so safety failures show up before deployment or review.
Trivy is a comprehensive open-source vulnerability scanner by Aqua Security that detects vulnerabilities in OS
Perform security risk analysis on Kubernetes resource manifests using Kubesec to identify misconfigurations,
Declarative YAML-based AI agent lifecycle management with tmux/screen, SSH remote deployment, modular auto-accept, and live state inspection.
Unified container management for Apptainer/Singularity + Docker — 14 MCP tools for the reproducible-science lifecycle.
Manages Scrapy spider deployments via Scrapyd API with custom item pipelines for MongoDB ingestion, deduplication via MinHash LSH, and rotating proxy middleware configuration.
Manages Scrapy spider deployments and job scheduling on ScrapyCloud via the Scrapinghub API. Handles spider argument injection, job prioritization, and item export to S3 or…
Encrypt Kubernetes Secret manifests against a Sealed Secrets controller so agents can commit cluster-targeted secrets to Git without exposing plaintext.
Seals a Kubernetes Secret with kubeseal for this cluster. Use when creating a SealedSecret, repo-creds, TSIG, MinIO keys, or step-issuer password.
Provision, connect, and operate Sealos Cloud databases through sealos-cli for local development, Devbox development, and app setup.
Deploy any GitHub project to Sealos Cloud in one command. Assesses readiness, generates Dockerfile, builds image, creates Sealos template, and deploys — fully automated.
Use when you need to inspect or operate the SEAR deployment through the installed sear CLI, including doctor, overview, benchmarks, sitemap, and read-only raw GET requests.
Search across company knowledge bases (Confluence, Jira, internal docs) to find and explain internal concepts, processes, and technical details.
TILリポジトリ{{ if .tilNotionEnabled }}とNotionのDB_TIL{{ end }}を検索・一覧表示する。例: /search-til docker
Secure Helm chart deployments by validating chart integrity, scanning templates for misconfigurations, and enforcing