Skill catalog
910devops & cloud agent skills synced from skills.sh, with their install counts. Read them here, or let your agent fetch the right one through the Graph-of-Skills MCP server.
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- modal k-dense-ai/scientific-agent-skills
Modal is a serverless cloud platform for running Python on demand, including on-demand GPUs. Use when deploying or serving AI/ML models, running GPU-accelerated workloads (training, fine-tuning, inference), serving web…
1,960 installs - gke-storage-troubleshooting google/skills
Diagnoses GKE persistent-storage failures — volume attach/mount errors (Regional PD on optimized VMs, fsGroup mount timeouts), disk-performance and node storage-pressure issues, slow-disk Pod-creation failures, volume-e…
1,950 installs - n8n-multi-instance czlonkowski/n8n-skills
Use when an n8n-mcp account targets more than one n8n instance — i.e. the `n8n_instances` tool is available, the user mentions multiple n8n instances or environments (prod vs staging, several teams or clients), several…
1,933 installs - appwrite-cli appwrite/skills
How to use the Appwrite CLI well. Covers when to use appwrite.config.json vs `appwrite client`, pull/push vs one-shot service calls, type-safe SDK and model generation, query flags, CI auth, Cloud regional endpoints, fu…
1,929 installs - dynamo-router-starter nvidia/skills
Start or patch Dynamo router modes and run router endpoint smoke checks. Use for round-robin, KV-aware, least-loaded, or device-aware routing setup; use recipe-runner for recipe deployment and troubleshoot for failure d…
1,929 installs - managing-amazon-kinesis-data-streams aws/agent-toolkit-for-aws
Operates Amazon Kinesis Data Streams (KDS). Covers streaming tables and Amazon S3 delivery - serverless, fully managed delivery from a KDS stream to Apache Iceberg tables on S3 Tables or to general-purpose S3 buckets. I…
1,923 installs - dependencies-audit cognitedata/builder-skills
MUST be used whenever fixing dependency issues in a Flows app. This skill finds AND fixes vulnerabilities, outdated packages, deprecated dependencies, and license issues — it does not just report them. Triggers: depende…
1,918 installs - dynamo-troubleshoot nvidia/skills
Diagnose failed or unhealthy Dynamo deployments. Use when pods, model-cache jobs, PVCs, workers, frontend/router health, endpoints, or benchmark jobs fail; use recipe-runner/router-starter before this for normal bring-u…
1,915 installs - nemo-automodel-launcher-config nvidia/skills
Configure NeMo AutoModel job launches for interactive runs, Slurm clusters, and SkyPilot cloud execution.
1,915 installs - gitlab-cli-skills vince-winkintel/gitlab-cli-skills
Comprehensive GitLab CLI (glab) command reference and workflows for all GitLab operations via terminal. Use when user mentions GitLab CLI, glab commands, GitLab automation, MR/issue management via CLI, CI/CD pipeline co…
1,894 installs - dt-alerting dynatrace/dynatrace-for-ai
End-to-end Dynatrace alerting lifecycle — anomaly detector setup and model selection (static threshold, adaptive baseline, seasonal baseline), alert event storage in Grail, problem grouping and denoising by root cause a…
1,893 installs - pull-changes-resolve-conflicts cognitedata/builder-skills
Standard workflow for pulling updates from main or other branches on multi-contributor projects (including Flows apps) without silently discarding work. Guides fetching/merging, requires listing merge conflicts explicit…
1,893 installs - dynamo-interconnect-check nvidia/skills
Validate that a Dynamo deployment's NIXL/UCX/NCCL interconnect is ready for disaggregated serving over RDMA/NVLink. Use after recipe-runner brings a deployment up (especially disagg/multi-node) to confirm the KV transpo…
1,892 installs - dd-monitors datadog-labs/agent-skills
Monitor management - list, search, file-based create, and alerting best practices.
1,890 installs - planetscale-best-practices-matrix planetscale/skills
A concise feature matrix for deciding which PlanetScale safety, observability, and automation recommendations apply by engine.
1,887 installs - version-bump thedotmack/claude-mem
Automated semantic versioning and release workflow for Claude Code plugins. Handles version increments across package.json, marketplace.json, plugin.json manifests, build verification, git tagging, GitHub releases, and…
1,885 installs - pnpm onmax/nuxt-skills
Use when managing Node.js dependencies with pnpm - install packages, configure monorepo workspaces, set up pnpm catalogs, resolve dependency conflicts with overrides, patch third-party packages, and configure CI pipelin…
1,868 installs - launch-nemo-rl nvidia/skills
Playbook for launching, monitoring, stopping, and debugging NeMo-RL recipes on a Kubernetes cluster via the nrl-k8s CLI. Covers ephemeral vs long-lived RayCluster modes, iterating on runs, and debugging hung or failed t…
1,863 installs - google-cloud-filestore-log-troubleshooting google/skills
Diagnoses and resolves Filestore client mount failures on Google Cloud, permission errors (EACCES), and network timeouts (ETIMEDOUT). Use when an NFS mount hangs or fails from a Compute Engine VM, GKE pod, Cloud Run ser…
1,857 installs - redis-clustering redis/agent-skills
Redis Cluster and replication guidance covering hash tags for multi-key operations, avoiding CROSSSLOT errors, and reading from replicas to scale read-heavy workloads. Use when designing keys for a sharded Redis Cluster…
1,852 installs - vss-deploy-profile nvidia/skills
Use to select, configure, deploy, verify, debug, or tear down a VSS profile (base, search, lvs, warehouse, edge). Not for standalone microservices — use the vss-deploy-* skill.
1,848 installs - nemo-mbridge-multi-node-slurm nvidia/skills
Convert single-node scripts to multi-node Slurm sbatch jobs and debug common multi-node failures. Covers srun-native vs uv run torch.distributed approaches, container setup, NCCL timeouts, OOM sizing for MoE models, and…
1,842 installs - vss-deploy-detection-tracking-2d nvidia/skills
Use this skill when the user wants to deploy, run, debug, tear down, or call the REST API of the RTVI-CV 2D detection / tracking microservice. Trigger when the user says things like 'deploy rtvi-cv', 'start warehouse 2d…
1,840 installs - planetscale-autonomous-execution-mode planetscale/skills
Execute approved PlanetScale changes end-to-end without per-step approval when the operator has explicitly acknowledged the risk. Defines the risk-acknowledgment contract, scoped autonomy levels, sensible execution orde…
1,835 installs - 5-build challengepost/learn-ai-basics
Turn the approved plan into ordered working build steps, then build the app step by step — verifying and committing each one — in learn mode or fast mode. Use after the planning skills, and again whenever a build sessio…
1,832 installs - terraform-data-engineering-infrastructure reason-machines/data-skills
Infrastructure-as-Code patterns for data engineering using Terraform to provision AWS resources (S3, EC2, IAM)
1,827 installs - nemo-mbridge-resiliency nvidia/skills
Resiliency features in Megatron Bridge including fault tolerance, straggler detection, in-process restart, preemption, and re-run state machine.
1,826 installs - ansible-automation aj-geddes/useful-ai-prompts
Infrastructure automation and configuration management using Ansible playbooks, roles, and inventory. Use for deploying applications, patching, and managing servers.
1,821 installs - vss-setup-behavior-analytics nvidia/skills
Use to deploy the vss-behavior-analytics service standalone (entrypoint, config-source, optional calibration). Not for the full warehouse deploy.
1,819 installs - iac-data-engineering-terraform reason-machines/data-skills
Infrastructure-as-Code patterns for data engineering with Terraform on AWS (S3, EC2, IAM)
1,818 installs - terraform-iac-data-engineering reason-machines/data-skills
Infrastructure-as-Code with Terraform for data engineering on AWS (S3, EC2, IAM)
1,818 installs - terraform-data-engineering-iac reason-machines/data-skills
Infrastructure-as-Code fundamentals for data engineering using Terraform to provision AWS resources (S3, EC2, IAM)
1,815 installs - holoscan-install-container nvidia/skills
Install and verify the Holoscan SDK 5.x CUDA 13 development container after checking release availability and host compatibility.
1,812 installs - iac-terraform-data-engineering reason-machines/data-skills
Infrastructure-as-Code fundamentals for data engineers using Terraform to provision AWS resources (S3, EC2, IAM)
1,804 installs - holoscan-install-conda nvidia/skills
Handle Holoscan SDK 5.x Conda installation requests: explain 5.0 package unavailability, check later releases, and select a supported installation method.
1,800 installs - creating-oracle-to-postgres-master-migration-plan github/awesome-copilot
Discovers all projects in a .NET solution, classifies each for Oracle-to-PostgreSQL migration eligibility, and produces a persistent master migration plan. Use when starting a multi-project Oracle-to-PostgreSQL migratio…
1,790 installs - mcore-run-on-slurm nvidia/skills
How to launch distributed Megatron-LM training jobs on a SLURM cluster. Covers a minimal sbatch skeleton, environment-variable setup for torch.distributed.run, CUDA_DEVICE_MAX_CONNECTIONS rules across hardware and paral…
1,788 installs - databricks-core databricks/databricks-agent-skills
Databricks CLI operations and the parent/entry-point skill for Databricks CLI use: authentication, profile selection, and bundles. Load this first for CLI, auth, profile, and bundle tasks, then load the matching product…
1,780 installs - sentry-instrument getsentry/sentry-for-ai
Instrument an application with Sentry — detect the platform, install and initialize the SDK if needed, and wire up any signal — error monitoring, tracing/performance, logging, metrics, profiling, session replay, user fe…
1,775 installs - multi-tenant-architecture mblode/agent-skills
Designs tenant isolation, hostname routing, custom-domain lifecycle, and plan limits on Cloudflare or Vercel. Use when asked to "isolate tenant data", "support custom domains", "build a white-label platform", or assess…
1,743 installs - planetscale-change-gates-and-approval-contract planetscale/skills
Enforce explicit approval gates for any PlanetScale, database, repository, credential, network, or automation mutation.
1,739 installs - ce-clean-gone-branches everyinc/compound-engineering-plugin
Clean up local branches whose remote tracking branch is gone. Use when the user says "clean up branches", "delete gone branches", "prune local branches", "clean gone", or wants to remove stale local branches that no lon…
1,731 installs - planetscale-traffic-control-recommendations planetscale/skills
Build a safe recommendation plan for PlanetScale Postgres Database Traffic Control budgets and rules without applying them.
1,729 installs - planetscale-vitess-safety-review planetscale/skills
Review a PlanetScale Vitess database for safe migrations, deploy requests, schema recommendations, Insights, webhooks, and operational safety.
1,711 installs - launch-checklist buildgreatproducts/builder-os
Use when the user's product is built (or nearly built) and they want to get it live and accessible to customers. Triggers on phrases like "create my launch checklist", "how do I deploy this", "help me launch", "get this…
1,704 installs - sandbox-npm-install github/awesome-copilot
Install npm packages in a Docker sandbox environment. Use this skill whenever you need to install, reinstall, or update node_modules inside a container where the workspace is mounted via virtiofs. Native binaries (esbui…
1,697 installs - qdrant-performance-optimization qdrant/skills
Navigation hub linking sub-skills for proactive Qdrant tuning: search speed, indexing performance, and memory usage optimization. Use when planning configuration or capacity changes to improve speed and efficiency. For…
1,695 installs - hsb-setup nvidia/skills
Clone the latest NVIDIA Holoscan Sensor Bridge repo, ask which supported devkit is being used, configure the host per platform, build the correct demo container, run it, and verify HSB connectivity by pinging 192.168.0.…
1,690 installs - tao-setup-nvidia-gpu-host nvidia/skills
Host setup for TAO GPU backends. Checks and, after user approval, installs minimum-compatible NVIDIA driver, CUDA Toolkit, and NVIDIA Container Toolkit versions for Docker/local-Docker and Kubernetes GPU worker hosts. T…
1,690 installs - createos nodeops-app/skills
Deploy ANYTHING to production on CreateOS cloud platform. Use this skill when deploying, hosting, or shipping: (1) AI agents and multi-agent systems, (2) Backend APIs and microservices, (3) MCP servers and AI skills, (4…
1,679 installs