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…
Catálogo de fuentes de verdad por stack SAP — qué documentación oficial es autoritativa para ABAP/RAP, CAP/BTP, Fiori/UI5, HANA Cloud, Integration Suite, requerimientos,…
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,
Use for the SchoolOS work flow (v2.8): stages 01..08 and their sessions, who owns the next step, the owner-approval gate on preview 8500, the «ready for preview» contract,…
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
seekdb database documentation lookup. Use when users ask about seekdb features, SQL syntax, vector search, hybrid search, integrations, deployment, or any seekdb-related topics.
Use when asked to make a project self-hostable, package an app for Docker, write a docker-compose setup, document self-hosting, or let users run my app on their own server.
GitHub 호스티드 러너의 결제·사용량·쿼터·장애 문제로 CI가 막혔을 때, 기존 워크플로를 복제하지 않고 Docker self-hosted runner에서 실행하도록 돕는다. "CI를 로컬에서 돌리자", "self-hosted runner", "act로 돌릴까", "CI가 멈췄는데 머지·배포는?" 또는 CI 스텝을…
Use when designing or repairing Kubernetes-backed self-hosted CI runners, especially Actions Runner Controller, runner scale sets, registry pulls, autoscaling, failover, or…
Send a message to the user through whatever channel the deployment has configured. Use whenever another skill tells you to "ask the user" or "tell the user" something.
Comprehensive DevOps skill for CI/CD, infrastructure automation, containerization, and cloud platforms (AWS, GCP, Azure).
Comprehensive DevOps skill for CI/CD, infrastructure automation, containerization, and cloud platforms (AWS, GCP, Azure).
Operate infrastructure, CI/CD, and production safely. Use for IaC, cloud, containers, Kubernetes, observability, CDN/edge caching, rollout, rollback, reliability, and cost; use…
Govern Git collaboration, repository and release-unit boundaries, versions, artifacts, deployment, rollback, and production verification.
Use when making a SenSys result reproducible across a different testbed — capturing energy-measurement method, hardware and firmware provenance, sensor ground-truth protocol, and…
Use when interpreting SenSys's two-deadline, self-contained review model — what a first-deadline outcome means, that a reject may return at the second deadline only with a…
Use when running the final pre-upload audit of a SenSys submission — confirming the right per-edition HotCRP site and which of the two deadlines is open, the AoE cutoff in local…
Use when planning a SenSys campaign against the two-deadline calendar — deciding which deadline to target and which edition it feeds, backward-scheduling so energy campaigns and…
Track deployments and release health in Sentry. Use when configuring deployment tracking, release health monitoring, or connecting CI/CD deploys to error data in Sentry.
Deploy SerpApi-powered search features to production platforms. Use when deploying search APIs, configuring backend proxies, or setting up SerpApi in serverless environments.
Deploys a trained ML model to production — packaging it with the identical training-time preprocessing, registering a versioned model+code+data triple, serving via batch or online…
Monitor VPS and server health metrics including real-time CPU usage, RAM utilization, disk usage, and Docker container status.
Serverless and microservices development guidelines covering FastAPI, cloud-native patterns, API gateways, and best practices for scalable serverless architectures.
Conception d'architectures serverless couvrant Functions, event-driven, cold start et patterns avancés.
AWS Lambda, Vercel Edge Functions, Cloudflare Workers, cold starts, deployment patterns, and infrastructure as code (SST, Serverless Framework).
Testing serverless functions including Lambda, Cloud Functions, and Edge Functions with local emulation, cold start testing, and timeout handling.
Use when when deploying a multi-service microarchitecture (such as MAGMa''s four distinct subprojects: magmaweb, joblauncher, job, and pubchem) via Docker Compose and you need to…