Agent Skills

by github

Create, update, refactor, explain, or review Semantic Kernel solutions using shared guidance plus language-specific references for .NET and Python.

multi-stage-dockerfile

by github

Build optimized, secure multi-stage Dockerfiles for any language or framework. Structures builds with separate builder and runtime stages, copying only necessary artifacts to minimize final image size and attack surface Emphasizes layer caching optimization by ordering commands from least to most frequently changing, combined with .dockerignore and command consolidation Recommends minimal base images (Alpine, distroless, or official slim variants) with exact version pinning for...

microsoft-code-reference

🔥🔥🔥🔥✓ VerifiedFreeNeeds API keys

by github

Verify Microsoft SDK methods, find working code samples, and catch hallucinated APIs against official docs. Three core tools: microsoft_docs_search for API lookups, microsoft_code_sample_search for working examples in C#/Python/JavaScript, and microsoft_docs_fetch for full reference pages with overloads Catches common mistakes like wrong method signatures, deprecated patterns, mismatched SDK versions (v11 vs v12), and incorrect package names Works with Azure SDKs, .NET libraries, and...

terraform-azurerm-set-diff-analyzer

by github

Identify false-positive diffs in Terraform AzureRM plans caused by Set-type attribute ordering. Analyzes terraform plan JSON output to distinguish spurious diffs (element reordering in Sets) from actual resource changes Targets AzureRM resources with Set-type attributes: Application Gateway, Load Balancer, NSG, Firewall, Front Door, and others Requires Python 3.8+ and uses only standard library; integrates into CI/CD pipelines with configurable output formats and exit codes Helps reviewers...

batch-files

by 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…

qdrant-version-upgrade

by github

Guidance on how to upgrade your Qdrant version without interrupting the availability of your application and ensuring data integrity.

update-llms

by github

Maintain accurate llms.txt files that guide LLMs through repository documentation and structure. Analyzes current repository state against the official llms.txt specification to identify outdated, missing, or incorrect file references Organizes essential documentation into logical H2 sections (Documentation, Specifications, Examples, Configuration, Optional) with properly formatted markdown links Validates compliance with https://llmstxt.org/ format requirements including H1 header,...

microsoft-agent-framework

by github

Create, update, refactor, explain, or review Microsoft Agent Framework solutions using shared guidance plus language-specific references for .NET and Python.

cloud-design-patterns

by github

Cloud design patterns for distributed systems architecture covering 42 industry-standard patterns across reliability, performance, messaging, security, and…

mcp-deploy-manage-agents

🔥🔥🔥✓ VerifiedFreeAdvanced setup

by github

Deploy and manage MCP-based declarative agents across Microsoft 365 with admin center governance, role-based access, and organizational distribution. Supports five agent types: organization-published, creator-shared, Microsoft-native, external partner, and frontier agents, each with distinct deployment and approval workflows Provides admin controls for publishing, deploying to user groups, blocking, and removing agents; requires AI Admin role for full management Includes MCP-specific...

architecture-blueprint-generator

by github

Analyzes codebases to generate comprehensive architectural documentation with diagrams and implementation patterns. Auto-detects technology stacks (.NET, Java, React, Angular, Python, Node.js, Flutter) and architectural patterns (Clean Architecture, Microservices, Layered, MVVM, Hexagonal, Event-Driven, Serverless, Monolithic) Generates C4, UML, Flow, or Component diagrams at multiple abstraction levels showing subsystems, dependencies, and data flow Documents core components, layers, data...

arize-ai-provider-integration

🔥🔥🔥✓ VerifiedAccount requiredAdvanced setup

by github

INVOKE THIS SKILL when creating, reading, updating, or deleting Arize AI integrations. Covers listing integrations, creating integrations for any supported LLM…

create-github-action-workflow-specification

by github

Generates formal, AI-optimized specifications for GitHub Actions workflows to standardize documentation and enable maintenance. Produces structured markdown specifications with execution flow diagrams, job dependency matrices, and requirement tables designed for token efficiency Covers functional, security, and performance requirements alongside input/output contracts, error handling strategies, and quality gates Includes sections for monitoring, compliance, edge cases, and change management...

arize-evaluator

by github

INVOKE THIS SKILL for LLM-as-judge evaluation workflows on Arize: creating/updating evaluators, running evaluations on spans or experiments, tasks,…

azure-deployment-preflight

by github

Performs comprehensive preflight validation of Bicep deployments to Azure, including template syntax validation, what-if analysis, and permission checks. Use…

azure-architecture-autopilot

by github

A pipeline that designs Azure infrastructure using natural language, or analyzes existing resources to visualize architecture and proceed through modification and deployment.

containerize-aspnet-framework

by 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...

commit-message-storyteller

by github

Analyzes git diffs or staged changes and generates narrative commit messages that explain WHY a change was made, not just what changed — following Conventional…

containerize-aspnetcore

by 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,...

convert-plaintext-to-md

🔥🔥✓ VerifiedFreeQuick setup

by github

Convert plain text documentation to markdown with flexible formatting options. Supports three conversion approaches: explicit instructions, documented options, or reference file templates for consistent formatting patterns Includes predefined instruction shortcuts for common tasks like removing header digits, adjusting heading levels, and reducing indentation Handles code block detection with language identification, proper list nesting, and markdown syntax compliance across multiple target...

Vercel Deploy

★ 28,600

by Vercel

Deploy applications and websites to Vercel. Use this skill when the user requests deployment actions such as "Deploy my app", "Deploy this to production", "Create a preview deployment", "Deploy and give me the link", or "Push this live". No authentication required - returns preview URL and claimable deployment link.

deploy-to-vercel

★ 28,600

by vercel

Deploy applications and websites to Vercel. Use when the user requests deployment actions like "deploy my app", "deploy and give me the link", "push this…

deploy-to-vercel

★ 28,600

by vercel

Deploy applications and websites to Vercel with automatic git integration and preview URLs. Supports three deployment paths: git-push (ideal for linked projects), direct CLI deployment, and no-auth fallback for sandboxed environments Automatically detects project state (linked via .vercel/project.json or .vercel/repo.json , git remote presence, CLI authentication) and chooses the best deployment method Handles team selection for multi-team accounts and uses --scope to deploy to the correct...

🔥🔥🔥✓ VerifiedAccount requiredNeeds API keys

runtime-behavior-probe

✓★ 27,600

by openai

Plan and execute runtime-behavior investigations with temporary probe scripts, validation matrices, state controls, and findings-first reports. Use only when…

aspnet-core

by 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…

security-threat-model

by 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,...

vercel-deploy

by 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...

cloudflare-deploy

by 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

✓★ 22,300

by 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…

huggingface-llm-trainer

✓★ 10,800

by huggingface

Train or fine-tune language and vision models using TRL (Transformer Reinforcement Learning) or Unsloth with Hugging Face Jobs infrastructure. Covers SFT, DPO,…