Handle Replit resource limits: KV database caps, deployment quotas, and request throttling. Use when hitting storage limits, managing deployment resources, or implementing rate…
Implement reliability patterns for Replit: cold start handling, graceful shutdown, persistent state, and keep-alive.
Upgrade Replit Nix channels, migrate between database types, and update deployment targets. Use when upgrading Nix channel versions, migrating from Replit DB to PostgreSQL,…
Handle Replit deployment events, build Replit Extensions, and set up Agents & Automations. Use when integrating with Replit deployment lifecycle, building workspace extensions, or…
Trunk Based Development workflow - all development on main branch with small frequent commits, minimal branching, and continuous integration.
Retell AI deploy integration — AI voice agent and phone call automation. Use when working with Retell AI for voice agents, phone calls, or telephony.
CI/CD and deployment reliability audit. Use when pipeline configs, Dockerfiles, K8s manifests, Skaffold config, or GitHub Actions workflows change.
Review a data analysis for quality, correctness, and reproducibility. Covers data quality assessment, assumption checking, model validation, data leakage detection, and…
Catch insecure Dockerfile patterns, brittle package-install habits, and shell pitfalls before image builds ship.
Use when planning or reviewing production database migrations, adding columns, indexes, constraints, backfills, renames, table rewrites, or concurrent operations.
Update one or more sections of an existing PROJECT_BRIEF.md in a target project folder without re-scaffolding.
Robusta Kubernetes observability and alert automation platform. USE WHEN installing Robusta OR configuring playbooks OR setting up notification sinks OR troubleshooting Kubernetes…
Planning and executing metadata rollbacks and emergency hotfixes in Salesforce orgs. Use when a production deployment causes regression and needs to be reverted, or when an urgent…
Comprehensive ROS 2 engineering guide covering workspace setup, node architecture, communication patterns (topics/services/actions with QoS), lifecycle and component nodes, launch…
RouterOS /app YAML format for container applications (7.21+ builtin app, 7.22+ custom YAML creation).
RouterOS /container subsystem for running OCI containers on MikroTik devices. Use when: enabling containers on RouterOS, setting up VETH/bridge networking for containers, managing…
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…
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.
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,…
Execute fast smoke tests validating critical functionality after deployment. Use when performing specialized testing.
Runway deploy integration — AI video generation and creative AI platform. Use when working with Runway for video generation, image editing, or creative AI.
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,…
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…
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.
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
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).
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.
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).
🗺️ SERVIDOR OSRM. Documentação de instalação e configuração do servidor local de rotas OSRM (Docker) com dados do Sul do Brasil. — from clark-neitzel/cahardt
Antigravity ekosistemindeki tüm projelerin sağlık durumunu kontrol eder ve bilinen hataları otomatik düzeltir (self-healing).
Setup completo de VPS Ubuntu/Debian para produção com Docker Swarm, Traefik v3 (SSL/HTTPS automático), Portainer CE e rede overlay. Baseado no SetupOrion v2.8.0.
Salesforce data operations (Brite edition) with 130-point scoring. TRIGGER when user creates test data, performs bulk import/export, uses sf data CLI commands, needs data factory…
Salesforce deploy orchestration for Brite's brite-salesforce repo. TRIGGER when user deploys SFDX metadata to sandbox or production, runs `sf project deploy start`, validates with…