Agent Skills
Instruction packs that give your AI agent know-how. Three different kinds — pick the right one below.
✦ Standalone skills2,933
Self-contained. Install one into any project and it works on its own — no other software needed.
🧰 Tool add-ons725
Come bundled with a specific tool and only work together with it — they teach your agent how to operate that tool.
cloud-design-patterns
✓★ 36,200by github
Cloud design patterns for distributed systems architecture covering 42 industry-standard patterns across reliability, performance, messaging, security, and…
foundry-agent-sync
✓★ 36,200by github
Create and synchronize prompt-based AI agents directly within Azure AI Foundry via REST API, from a local JSON manifest. Unlike scaffolding skills that only…
repo-story-time
✓★ 36,200by github
Generate a comprehensive repository summary and narrative story from commit history
arize-evaluator
✓★ 36,200by github
INVOKE THIS SKILL for LLM-as-judge evaluation workflows on Arize: creating/updating evaluators, running evaluations on spans or experiments, tasks,…
create-specification
✓★ 36,200by github
Generate structured, AI-optimized specification documents with standardized templates and machine-readable formatting. Creates specification files in /spec/ directory following naming convention spec-[purpose]-[type].md with YAML front matter for metadata Enforces structured markdown with 11 standard sections covering purpose, requirements, interfaces, acceptance criteria, and validation Includes explicit guidelines for unambiguous language, acronym definitions, and self-contained...
csharp-mstest
✓★ 36,200by github
Modern unit testing with MSTest 3.x/4.x using current APIs and best practices. Covers test class structure, lifecycle management, and the AAA (Arrange-Act-Assert) pattern with sealed classes and constructor-based initialization Provides comprehensive assertion APIs including equality, null checks, exception testing (Throws/ThrowsExactly), collections, strings, comparisons, and type assertions Supports data-driven tests via DataRow and DynamicData with ValueTuple and TestDataRow for type...
create-technical-spike
✓★ 36,200by github
Time-boxed technical spike documents for researching critical development decisions before implementation. Generates structured markdown spike files with clear objectives, research questions, investigation plans, and decision frameworks Supports six spike categories: API Integration, Architecture & Design, Performance & Scalability, Platform & Infrastructure, Security & Compliance, and User Experience Includes built-in checklists for research tasks, success criteria, findings documentation,...
appinsights-instrumentation
✓★ 36,200by github
Add Azure App Insights telemetry to ASP.NET Core or Node.js webapps hosted in Azure. Supports ASP.NET Core apps (with auto-instrumentation option for App Service) and Node.js apps Guides you through creating an App Insights resource via Bicep templates or Azure CLI Provides language-specific code modification guides for C#, JavaScript/TypeScript, and Python Requires identifying the app's programming language, framework, and hosting environment before instrumentation begins
arize-ai-provider-integration
✓★ 36,200by github
INVOKE THIS SKILL when creating, reading, updating, or deleting Arize AI integrations. Covers listing integrations, creating integrations for any supported LLM…
arize-experiment
✓★ 36,200by github
INVOKE THIS SKILL when creating, running, or analyzing Arize experiments. Also use when the user wants to evaluate or measure model performance, compare models…
aws-cdk-python-setup
✓★ 36,200by github
Setup and initialization guide for developing AWS CDK (Cloud Development Kit) applications in Python. This skill enables users to configure environment…
azure-architecture-autopilot
✓★ 36,200by github
A pipeline that designs Azure infrastructure using natural language, or analyzes existing resources to visualize architecture and proceed through modification and deployment.
azure-role-selector
✓★ 36,200by github
Guidance for selecting least-privilege Azure roles matching specific permission requirements. Searches Azure built-in roles to find the minimal role matching desired permissions, or generates custom role definitions when no built-in role fits Provides CLI commands and Bicep code snippets for applying role assignments to identities Integrates Azure documentation, best practices, and Bicep schema tools to recommend and implement role configurations
batch-files
✓★ 36,200by github
Expert-level Windows batch file (.bat/.cmd) skill for writing, debugging, and maintaining CMD scripts. Use when asked to "create a batch file", "write a .bat…
containerize-aspnet-framework
✓★ 36,200by github
Generate Dockerfile and configuration files to containerize an ASP.NET .NET Framework application for Windows containers. Detects .NET Framework version from project file and selects appropriate Windows Server base images (Core or Full, versions 2016–2022) Modifies web.config to enable environment variable configuration via ConfigurationBuilders for app settings and connection strings Creates multi-stage Dockerfile with separate build (SDK) and runtime (ASP.NET) stages, including LogMonitor...
containerize-aspnetcore
✓★ 36,200by github
Generate Dockerfile and .dockerignore files customized for ASP.NET Core containerization. Accepts configurable settings for .NET version, Linux distribution (Debian, Alpine, Ubuntu, Chiseled, Azure Linux), base images, ports, and environment variables Creates multi-stage Dockerfile with SDK build stage and optimized runtime stage, following Microsoft best practices for .NET containerization Generates .dockerignore file with sensible defaults (bin/, obj/, .git/, etc.) plus custom patterns,...
runtime-behavior-probe
✓★ 27,600by openai
Plan and execute runtime-behavior investigations with temporary probe scripts, validation matrices, state controls, and findings-first reports. Use only when…
vercel-deploy
✓★ 23,200by openai
Deploy applications to Vercel as preview or production environments. Supports both Vercel CLI and fallback script-based deployment methods, with automatic framework detection and packaging Always deploys as preview by default unless user explicitly requests production deployment Returns preview URL immediately and claim URL for fallback deployments to manage the deployment Requires 10-minute timeout for build completion; escalates network permissions only if sandbox blocks outbound...
security-threat-model
✓★ 23,200by openai
Repository-grounded threat modeling that maps trust boundaries, assets, and abuse paths to concrete code evidence. Enumerates entry points, data flows, and trust boundaries anchored to actual repository structure and configuration Derives realistic attacker goals tied to specific assets (credentials, PII, integrity-critical state, compute resources) rather than generic checklists Prioritizes threats using likelihood and impact reasoning, with explicit assumptions about deployment,...
aspnet-core
✓★ 23,200by openai
Build, review, refactor, or architect ASP.NET Core web applications using current official guidance for .NET web development. Use when working on Blazor Web…
cloudflare-deploy
✓★ 23,200by openai
Deploy applications and infrastructure to Cloudflare using Workers, Pages, and platform services. Covers 40+ Cloudflare products organized by use case: compute (Workers, Pages, Durable Objects, Workflows), storage (KV, D1, R2, Queues), AI/ML (Workers AI, Vectorize, Agents SDK), networking (Tunnel, Spectrum), and security (WAF, Bot Management, Turnstile) Includes decision trees to route users to the right product based on their need (run code, store data, add AI, networking, security, or...
nextflow-development
✓★ 22,300by anthropic
Run nf-core bioinformatics pipelines (rnaseq, sarek, atacseq) on sequencing data. Use when analyzing RNA-seq, WGS/WES, or ATAC-seq data—either local FASTQs or…
hf-cli
✓★ 10,800by huggingface
Hugging Face Hub CLI (`hf`) for downloading, uploading, and managing models, datasets, spaces, buckets, repos, papers, jobs, and more on the Hugging Face Hub.…
huggingface-llm-trainer
✓★ 10,800by huggingface
Train or fine-tune language and vision models using TRL (Transformer Reinforcement Learning) or Unsloth with Hugging Face Jobs infrastructure. Covers SFT, DPO,…
google-agents-cli-adk-code
✓★ 4,700by google
This skill should be used when the user wants to "write agent code", "build an agent with ADK", "add a tool", "create a callback", "define an agent", "use state management", or needs ADK (Agent Development Kit) Python API patterns and code examples. Part of the Google ADK skills suite. It provides a quick reference for agent types, tool definitions, orchestration patterns, callbacks, and state management. Do NOT use for creating new projects (use google-agents-cli-scaffold) or deployment...
cloudflare
✓★ 4,000by openai
Comprehensive Cloudflare platform skill covering Workers, Pages, storage (KV, D1, R2), AI (Workers AI, Vectorize, Agents SDK), networking (Tunnel, Spectrum),…
runtime-behavior-probe
✓★ 3,300by openai
Plan and execute runtime-behavior investigations with temporary TypeScript probe scripts, validation matrices, state controls, and findings-first reports. Use…
azure-ai-language-conversations-py
✓★ 2,700by microsoft
Implement Conversational Language Understanding (CLU) using the azure-ai-language-conversations Python SDK. Use when working with ConversationAnalysisClient to…
azure-storage-file-share-py
✓★ 2,700by microsoft
Manage SMB file shares for cloud-native and lift-and-shift scenarios.
azure-ai-agents-persistent-dotnet
✓★ 2,700by microsoft
Low-level SDK for creating and managing persistent AI agents with threads, messages, runs, and tools.