Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 1 | 91.667 | book-factoryskill · devops | A comprehensive pipeline of Skills that replicates traditional publishing infrastructure for nonfiction book creation using specialized Claude skills. | 108 stars · 20 forks | No one-command install · Source | |
| 2 | 95.284 | cc-devops-skillsskill · devops | Skills for DevOps work that generate and validate infrastructure-as-code with shell scripts and CLI tools, for most deployment platforms. Also useful… | 303 stars · 34 forks | No one-command install · Source | |
| 3 | Unranked | aws-penetration-testingskill · devops | This skill should be used when the user asks to "pentest AWS", "test AWS security", "enumerate IAM", "exploit cloud infrastructure", "AWS privilege… | No signals yet | No commit datelisted | armory install aws-penetration-testing --cli claude |
| 4 | Unranked | bash-proskill · devops | Master of defensive Bash scripting for production automation, CI/CD | No signals yet | No commit datelisted | armory install bash-pro --cli claude |
| 5 | Unranked | bun-runtimeskill · devops | Bun as runtime, package manager, bundler, and test runner. When to choose Bun vs Node, migration notes, and Vercel support. | No signals yet | No commit datelisted | armory install bun-runtime --cli claude |
| 6 | Unranked | clinical-reportsskill · devops | Write comprehensive clinical reports including case reports (CARE guidelines), diagnostic reports (radiology/pathology/lab), clinical trial reports… | No signals yet | No commit datelisted | armory install clinical-reports --cli claude |
| 7 | Unranked | cloud-architect-2skill · devops | Expert cloud architect specializing in AWS/Azure/GCP multi-cloud infrastructure design, advanced IaC (Terraform/OpenTofu/CDK), FinOps cost… | No signals yet | No commit datelisted | armory install cloud-architect-2 --cli claude |
| 8 | Unranked | cloud-devopsskill · devops | Cloud infrastructure and DevOps workflow covering AWS, Azure, GCP, Kubernetes, Terraform, CI/CD, monitoring, and cloud-native development. | No signals yet | No commit datelisted | armory install cloud-devops --cli claude |
| 9 | Unranked | cloud-penetration-testingskill · devops | This skill should be used when the user asks to "perform cloud penetration testing", "assess Azure or AWS or GCP security", "enumerate cloud… | No signals yet | No commit datelisted | armory install cloud-penetration-testing --cli claude |
| 10 | Unranked | cloud-run-basicsskill · devops | Manages Cloud Run services, jobs, and worker pools. Use when you need to deploy applications responding to HTTP requests (services), run… | No signals yet | No commit datelisted | armory install cloud-run-basics --cli claude |
| 11 | Unranked | cloudflare-deployskill · devops | Deploy applications and infrastructure to Cloudflare using Workers, Pages, and related platform services. Use when the user asks to deploy, host… | No signals yet | No commit datelisted | armory install cloudflare-deploy --cli claude |
| 12 | Unranked | deployment-patternsskill · devops | Deployment workflows, CI/CD pipeline patterns, Docker containerization, health checks, rollback strategies, and production readiness checklists for… | No signals yet | No commit datelisted | armory install deployment-patterns --cli claude |
| 13 | Unranked | deployment-proceduresskill · devops | Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts. | No signals yet | No commit datelisted | armory install deployment-procedures --cli claude |
| 14 | Unranked | devops-iac-engineerskill · devops | Implements infrastructure as code using Terraform, Kubernetes, and cloud platforms. Designs scalable architectures, CI/CD pipelines, and observability… | No signals yet | No commit datelisted | armory install devops-iac-engineer --cli claude |
| 15 | Unranked | docker-expertskill · devops | Docker containerization expert with deep knowledge of multi-stage builds, image optimization, container security, Docker Compose orchestration, and… | No signals yet | No commit datelisted | armory install docker-expert --cli claude |
| 16 | Unranked | docker-patternsskill · devops | Docker and Docker Compose patterns for local development, container security, networking, volume strategies, and multi-service orchestration. | No signals yet | No commit datelisted | armory install docker-patterns --cli claude |
| 17 | Unranked | draw-ioskill · devops | draw.io diagram creation, editing, and review. Use for .drawio XML editing, PNG conversion, layout adjustment, and AWS icon usage. | No signals yet | No commit datelisted | armory install draw-io --cli claude |
| 18 | Unranked | expo-deploymentskill · devops | Deploy Expo apps to production | No signals yet | No commit datelisted | armory install expo-deployment --cli claude |
| 19 | Unranked | file-uploadsskill · devops | Expert at handling file uploads and cloud storage. Covers S3, Cloudflare R2, presigned URLs, multipart uploads, and image optimization. Knows how to… | No signals yet | No commit datelisted | armory install file-uploads --cli claude |
| 20 | Unranked | flutter-expert-2skill · devops | Master Flutter development with Dart 3, advanced widgets, and multi-platform deployment. | No signals yet | No commit datelisted | armory install flutter-expert-2 --cli claude |
| 21 | Unranked | gguf-quantizationskill · devops | GGUF format and llama.cpp quantization for efficient CPU/GPU inference. Use when deploying models on consumer hardware, Apple Silicon, or when needing… | No signals yet | No commit datelisted | armory install gguf-quantization --cli claude |
| 22 | Unranked | github-actions-creatorskill · devops | Use when the user wants to create, generate, or set up a GitHub Actions workflow. Handles CI/CD pipelines, testing, deployment, linting, security… | No signals yet | No commit datelisted | armory install github-actions-creator --cli claude |
| 23 | Unranked | github-actions-templatesskill · devops | Production-ready GitHub Actions workflow patterns for testing, building, and deploying applications. | No signals yet | No commit datelisted | armory install github-actions-templates --cli claude |
| 24 | Unranked | gitops-workflowskill · devops | Complete guide to implementing GitOps workflows with ArgoCD and Flux for automated Kubernetes deployments. | No signals yet | No commit datelisted | armory install gitops-workflow --cli claude |
| 25 | Unranked | gke-basicsskill · devops | Plans, creates, and configures production-ready Google Kubernetes Engine (GKE) clusters using the golden path Autopilot configuration. Covers… | No signals yet | No commit datelisted | armory install gke-basics --cli claude |
| 26 | Unranked | healthcare-eval-harnessskill · devops | Patient safety evaluation harness for healthcare application deployments. Automated test suites for CDSS accuracy, PHI exposure, clinical workflow… | No signals yet | No commit datelisted | armory install healthcare-eval-harness --cli claude |
| 27 | Unranked | helm-chart-scaffoldingskill · devops | Comprehensive guidance for creating, organizing, and managing Helm charts for packaging and deploying Kubernetes applications. | No signals yet | No commit datelisted | armory install helm-chart-scaffolding --cli claude |
| 28 | Unranked | hqq-quantizationskill · devops | Half-Quadratic Quantization for LLMs without calibration data. Use when quantizing models to 4/3/2-bit precision without needing calibration datasets… | No signals yet | No commit datelisted | armory install hqq-quantization --cli claude |
| 29 | Unranked | kubernetes-architectskill · devops | Expert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container… | No signals yet | No commit datelisted | armory install kubernetes-architect --cli claude |
| 30 | Unranked | lambda-labs-gpu-cloudskill · devops | Reserved and on-demand GPU cloud instances for ML training and inference. Use when you need dedicated GPU instances with simple SSH access, persistent… | No signals yet | No commit datelisted | armory install lambda-labs-gpu-cloud --cli claude |
| 31 | Unranked | laravel-verificationskill · devops | "Verification loop for Laravel projects: env checks, linting, static analysis, tests with coverage, security scans, and deployment readiness." | No signals yet | No commit datelisted | armory install laravel-verification --cli claude |
| 32 | Unranked | latency-critical-systemsskill · devops | Use for latency-sensitive systems such as realtime dashboards, market data, streaming agents, execution gateways, queues, caches, or HFT-like… | No signals yet | No commit datelisted | armory install latency-critical-systems --cli claude |
| 33 | Unranked | llamaguardskill · devops | Meta's 7-8B specialized moderation model for LLM input/output filtering. 6 safety categories - violence/hate, sexual content, weapons, substances… | No signals yet | No commit datelisted | armory install llamaguard --cli claude |
| 34 | Unranked | mle-workflowskill · devops | Production machine-learning engineering workflow for data contracts, reproducible training, model evaluation, deployment, monitoring, and rollback… | No signals yet | No commit datelisted | armory install mle-workflow --cli claude |
| 35 | Unranked | mlflowskill · devops | Track ML experiments, manage model registry with versioning, deploy models to production, and reproduce experiments with MLflow - framework-agnostic… | No signals yet | No commit datelisted | armory install mlflow --cli claude |
| 36 | Unranked | model-mergingskill · devops | Merge multiple fine-tuned models using mergekit to combine capabilities without retraining. Use when creating specialized models by blending… | No signals yet | No commit datelisted | armory install model-merging --cli claude |
| 37 | Unranked | netlify-deployskill · devops | Deploy web projects to Netlify using the Netlify CLI (`npx netlify`). Use when the user asks to deploy, host, publish, or link a site/repo on Netlify… | No signals yet | No commit datelisted | armory install netlify-deploy --cli claude |
| 38 | Unranked | network-config-validationskill · devops | Pre-deployment checks for router and switch configuration, including dangerous commands, duplicate addresses, subnet overlaps, stale references… | No signals yet | No commit datelisted | armory install network-config-validation --cli claude |
| 39 | Unranked | pocketbase-deployskill · devops | Production deployment for PocketBase. Use when deploying PocketBase to a server, setting up Docker, configuring systemd, reverse proxy (nginx/Caddy)… | No signals yet | No commit datelisted | armory install pocketbase-deploy --cli claude |
| 40 | Unranked | pyhealthskill · devops | Comprehensive healthcare AI toolkit for developing, testing, and deploying machine learning models with clinical data. This skill should be used when… | No signals yet | No commit datelisted | armory install pyhealth --cli claude |
| 41 | Unranked | railway-deployskill · devops | Deploy code to Railway using "railway up". Use when user wants to push code, says "railway up", "deploy", "ship", or "push". For initial setup or… | No signals yet | No commit datelisted | armory install railway-deploy --cli claude |
| 42 | Unranked | railway-environmentskill · devops | Query, stage, and apply configuration changes for Railway environments. Use for ANY variable or env var operations, service configuration (source… | No signals yet | No commit datelisted | armory install railway-environment --cli claude |
| 43 | Unranked | railway-projectsskill · devops | List, switch, and configure Railway projects. Use when user wants to list all projects, switch projects, rename a project, enable/disable PR deploys… | No signals yet | No commit datelisted | armory install railway-projects --cli claude |
| 44 | Unranked | railway-statusskill · devops | Check current Railway project status for this directory. Use when user asks "railway status", "is it running", "what's deployed", "deployment status"… | No signals yet | No commit datelisted | armory install railway-status --cli claude |
| 45 | Unranked | render-deployskill · devops | Deploy applications to Render by analyzing codebases, generating render.yaml Blueprints, and providing Dashboard deeplinks. Use when the user wants to… | No signals yet | No commit datelisted | armory install render-deploy --cli claude |
| 46 | Unranked | secrets-managementskill · devops | Secure secrets management practices for CI/CD pipelines using Vault, AWS Secrets Manager, and other tools. | No signals yet | No commit datelisted | armory install secrets-management --cli claude |
| 47 | Unranked | senior-computer-visionskill · devops | World-class computer vision skill for image/video processing, object detection, segmentation, and visual AI systems. Expertise in PyTorch, OpenCV… | No signals yet | No commit datelisted | armory install senior-computer-vision --cli claude |
| 48 | Unranked | senior-devopsskill · devops | Comprehensive DevOps skill for CI/CD, infrastructure automation, containerization, and cloud platforms (AWS, GCP, Azure). Includes pipeline setup… | No signals yet | No commit datelisted | armory install senior-devops --cli claude |
| 49 | Unranked | senior-ml-engineerskill · devops | World-class ML engineering skill for productionizing ML models, MLOps, and building scalable ML systems. Expertise in PyTorch, TensorFlow, model… | No signals yet | No commit datelisted | armory install senior-ml-engineer --cli claude |
| 50 | Unranked | skypilot-multi-cloud-orchestrationskill · devops | Multi-cloud orchestration for ML workloads with automatic cost optimization. Use when you need to run training or batch jobs across multiple clouds… | No signals yet | No commit datelisted | armory install skypilot-multi-cloud-orchestration --cli claude |
| 51 | Unranked | speculative-decodingskill · devops | Accelerate LLM inference using speculative decoding, Medusa multiple heads, and lookahead decoding techniques. Use when optimizing inference speed… | No signals yet | No commit datelisted | armory install speculative-decoding --cli claude |
| 52 | Unranked | supply-chain-guardskill · devops | Detect and remediate software supply chain attacks in npm, PyPI, crates.io, GitHub Actions, and CI/CD pipelines by scanning for known compromised… | No signals yet | No commit datelisted | armory install supply-chain-guard --cli claude |
| 53 | Unranked | tensorrt-llmskill · devops | Optimizes LLM inference with NVIDIA TensorRT for maximum throughput and lowest latency. Use for production deployment on NVIDIA GPUs (A100/H100), when… | No signals yet | No commit datelisted | armory install tensorrt-llm --cli claude |
| 54 | Unranked | terraform-specialist-2skill · devops | Expert Terraform/OpenTofu specialist mastering advanced IaC automation, state management, and enterprise infrastructure patterns. | No signals yet | No commit datelisted | armory install terraform-specialist-2 --cli claude |
| 55 | Unranked | torchforge-rl-trainingskill · devops | Provides guidance for PyTorch-native agentic RL using torchforge, Meta's library separating infra from algorithms. Use when you want clean RL… | No signals yet | No commit datelisted | armory install torchforge-rl-training --cli claude |
| 56 | Unranked | uncloudskill · devops | Use when managing an Uncloud cluster — deploying services, configuring Caddy ingress, adding static proxy routes for non-cluster devices, publishing… | No signals yet | No commit datelisted | armory install uncloud --cli claude |
| 57 | Unranked | vercel-deployskill · devops | Deploy applications and websites to Vercel. Use when the user requests deployment actions like "deploy my app", "deploy and give me the link", "push… | No signals yet | No commit datelisted | armory install vercel-deploy --cli claude |
| 58 | Unranked | vercel-deploymentskill · devops | Expert knowledge for deploying to Vercel with Next.js Use when: vercel, deploy, deployment, hosting, production. | No signals yet | No commit datelisted | armory install vercel-deployment --cli claude |
| 59 | Unranked | writing-skillsskill · devops | Use when creating new skills, editing existing skills, or verifying skills work before deployment | No signals yet | No commit datelisted | armory install writing-skills --cli claude |
| 60 | Unranked | writing-skills-2skill · devops | Use when creating new skills, editing existing skills, or verifying skills work before deployment | No signals yet | No commit datelisted | armory install writing-skills-2 --cli claude |
Score colour shows how many signals stand behind it, never how good it is: amber, three or more; dimmer amber, two; grey, one. The Evidence column names them.
Stars, forks and last commit are as GitHub reported them when Armory last read each repository: for most, or later. A repository may have changed since.