Development

Query official Microsoft documentation to understand concepts, find tutorials, and learn how services work. Use for Azure, .NET, Microsoft 365, Windows, Power Platform, and all Microsoft technologies. Get accurate, current information from learn.microsoft.com and other official Microsoft websites—architecture overviews, quickstarts, configuration guides, limits, and best practices.

Use when documenting component implementation patterns, internal structure, or hand-off points - enforces NO CODE rule and diagram-first approach for leaf-level C3 documentation

Validates PopKit compliance with Claude Code patterns using concrete standards and automated checks

Analyzes completed projects to identify generalizable patterns, common workflows, and reusable knowledge worth extracting into skills. Use after completing a project to review LOG.md, skill updates, and project artifacts. Generates extraction recommendations but does not modify skills directly (user decides whether to apply via skill-updater).

Detect and fix memory leaks in Python and PyTorch code, especially matplotlib figures and unreleased tensors. This skill should be used during Phase 4 performance optimization when memory usage grows over time.

How to lint and typecheck in this project. Load when implementing or verifying code.

Ensure code quality through linting, formatting, type checking, and best practices. Helps fix Black, Ruff, MyPy issues and improve code structure. Use when user mentions code quality, linting, formatting, types, or code smells.

HTTP client for Clojure and Babashka built on java.net.http. Use when making HTTP requests, working with REST APIs, downloading files, or needing WebSocket support in Babashka or Clojure.

Generate privacy policy for Android apps with GitHub Pages hosting

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.

Biome - Fast all-in-one toolchain for web projects (linter + formatter in Rust, 100x faster than ESLint)

Use this skill after code changes are made, when reviewing implementations, checking code quality, or ensuring constitutional compliance. Apply when user mentions reviewing, analyzing, or checking code quality. Also use proactively after significant code implementations to verify they follow mini_agent framework principles.

[Extends solution-architect] GraphQL API specialist. Use for GraphQL schemas, Apollo Server/Federation, DataLoader, resolvers, subscriptions. Invoke alongside solution-architect for GraphQL API design.

Creates and updates well-formatted pull requests using GitHub CLI. Use when creating PRs, pull requests, submitting code for review, or when the user mentions "pr", "pull request", "create pr", or wants to open a code review. Analyzes all commits since branch divergence and handles existing PRs gracefully.

Generate unit tests, integration tests, and test cases for code. Use when you see TEST comments, when asked to add test coverage, or when writing tests for new functionality.

Format and lint GDScript files using gdscript-formatter. Use after editing GDScript files to ensure code style consistency.

Transforms app ideas into shippable MVPs using Next.js + Supabase. Enforces ship-fast philosophy, prevents feature creep, generates PRDs and Claude Code starter prompts. Maximum 1-week builds focused on core user loop only.

Comprehensive guide for building Computer Use Agents with the CUA framework. This skill should be used when automating desktop applications, building vision-based agents, controlling virtual machines (Linux/Windows/macOS), or integrating computer-use models from Anthropic, OpenAI, or other providers. Covers Computer SDK (click, type, scroll, screenshot), Agent SDK (model configuration, composition), supported models, provider setup, and MCP integration.

Generate detailed explanations of code, algorithms, patterns, and architecture. Use when you see EXPLAIN comments, when asked to document code, or when explaining how something works.

This skill helps developers work with the asd-cli tool - a standalone binary for ALPS (Application-Level Profile Semantics) profile validation, conversion, and processing. It provides CLI commands and