Best AI Skills for Beginners Getting Started

Senior .NET architect for complex delivery: designs .NET 6+ systems, decides between parallel subagents and orchestrated team execution, documents lessons learned, and captures durable project memory

Multi-agent orchestrated approach to building production ML pipelines covering the entire lifecycle: data engineering, feature engineering, model training, Kubernetes deployment, and observability.

Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architect...

Transform audio recordings into professional Markdown documentation with intelligent summaries using LLM integration

Require Azure IoT Edge documentation review before proposing edge IoT architectures or Azure implementation guidance.

Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach.

A very pragmatic set of well-designed agents, skills, and commands, built around a discipline of turning past mistakes and errors into lessons and opportunities for future growth and improvement. Good

Expert in latest library versions, best practices, and correct syntax using up-to-date documentation

Create a tldr page from documentation URLs and command examples, requiring both URL and command name.

# Dataverse SDK for Python — Error Handling & Troubleshooting Guide Based on official Microsoft documentation for Azure SDK error handling patterns and Dataverse SDK specifics. ## 1. DataverseError

Use DeepAPI for supported scraping, research, and email workflows with explicit credentials and approval.

Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This ...

Diátaxis Documentation Expert. An expert technical writer specializing in creating high-quality software documentation, guided by the principles and structure of the Diátaxis technical documentation a

Guide developers through setting up development environments with proper tools, dependencies, and configurations

Compare claims from one or more AI answers, verify their citations against public primary sources, and produce an evidence-linked fact-check report without installing a bundled browser runtime.

Run autonomous multi-step research with Google's Gemini Deep Research Agent: kick off a query, poll progress, and collect a cited report for market analysis or literature reviews.

Specialized guide for migrating Godot 3.x projects to Godot 4 (GDScript 2.0), covering syntax changes, Tweens, and exports.

Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use when building Godot games, implementing game systems, or learning GDScript best practices.

Launch new products from idea to first customers. Use when launching products, finding early adopters, building launch week playbooks, diagnosing why adoption stalls, or learning that press coverage d

Deterministic search across arXiv, PubMed/PMC, and US policy corpora with daily freshness cutoffs.

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte...

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte...

Microsoft Learn Contributor chatmode for editing and writing Microsoft Learn documentation following Microsoft Writing Style Guide and authoring best practices.

Microsoft Learn Contributor chatmode for editing and writing Microsoft Learn documentation following Microsoft Writing Style Guide and authoring best practices.

Activate your personal Microsoft/Azure tutor - learn through guided discovery, not just answers.

Generate a language translation for a mkdocs documentation stack.

Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or using any n8n-mcp tool. Provides tool sele...

Multi-source RSS news aggregation with Claude-powered sentiment analysis and structured briefing output

Master on-call shift handoffs with context transfer, escalation procedures, and documentation. Use when transitioning on-call responsibilities, documenting shift summaries, or improving on-call pro...

Skill for academic research workflows: search Semantic Scholar (200M+ papers), inspect citations, download arXiv PDFs, and extract PDF text. Bundles a self-contained Python CLI.