Simplify overly complex Python code. Use when user asks to simplify, refactor, clean up, make more readable, reduce complexity, improve code quality, find code smells, detect duplicates, or analyze coupling in Python code. Triggers on requests like "simplify this code", "this is too complex", "make this more readable", "refactor this", "clean this up", "find issues", "analyze this codebase", or when reviewing code that exhibits complexity anti-patterns. For Django-specific analysis, use the django-simplifier skill instead.
Refresh knowledge cache files and solution library with live research from MS Learn, WebSearch, SharePoint, and MCS UI snapshots. Use to keep inventories current.
変更差分に対する簡易セキュリティ監査を行い、リスクを洗い出す。
Analyzes opportunity data and activity notes to generate competitive intelligence including win/loss rates by competitor, patterns, and rep-ready battlecard talking points. Use when user asks "how are we doing against [competitor]", "competitive analysis", "competitor win rate", "battlecard for [competitor]", "competitive landscape", "why are we losing to [competitor]", or "competitor intelligence".
Deploy agents from dev to prod environments. Two modes: agent-level (fast, replicate-agent.js) and solution-level (PAC CLI export/import, ALM-ready). Includes pre-deploy validation, connection mapping, post-deploy smoke test.
Rustでのエラー設計を、境界ごとに thiserror / anyhow を使い分けて実装する。ドメイン/ライブラリは型付きエラー(thiserror)、アプリ境界のみ anyhow。context付与、unwrap禁止、HTTP/CLI変換、Clone運用の指針を含む。
Provide a reusable pattern for memoizing deterministic function calls to reduce latency and repeated computation. Backed by the `python` diskcache package. Use skill when updating or editing everything.
Break down PM story into organized tasks in a single file following UI DEVELOPMENT order: Setup → Static UI → Dynamic Logic → Interactions → Testing. UNIQUE VALUE: Creates single task file (story-{name}.md) containing all tasks for a story. Tasks are ordered by UI development layers. Use this skill when: - Running /frontend.tasks command - User asks to "break down story", "create frontend tasks", "split into tasks" - Have story at docs/reference/pm/stories/ and need organized task breakdown - Need tasks ordered by UI development layers (not random order) - Starting frontend work and want organized task list Task order is CRITICAL: Setup → Static UI → Dynamic → Interactions → Tests Output: Create single file docs/reference/frontend/tasks/story-{name}.md with all tasks
Analyzes proposed projects before implementation, identifies issues and improvement opportunities across 8 dimensions (security, performance, requirements, etc.), presents findings to user for approval, then sends approved changes to Architecture Agent. Use this agent after research stage and before architecture stage for all non-trivial tasks.
設計書に基づき実装タスクを分解し、タスクリスト（tasks.md）を作成する。
When working with Streamlit web apps, data dashboards, ML/AI app UIs, interactive Python visualizations, or building data science applications with Python
Screens and selects stocks based on customizable quantitative criteria including value, growth, quality, and momentum factors
Initialize a new MCS agent project with folder structure and template files.
Los objetos deben sugerir cómo se usan. Use cuando diseñe botones, controles interactivos, o cualquier elemento que invite a la acción.
Identifies potential duplicate Accounts, Contacts, or Leads in Dataverse using intelligent fuzzy matching that catches nicknames, abbreviations, phone format variations, and address similarities. Use when user says "find duplicates", "check for duplicate accounts", "are there any duplicate contacts", "duplicate detection", "clean up duplicates", "merge duplicates", or "data quality check".
要件定義書 (`requirements.md`) を基に、詳細設計書 (`design.md`) やタスクリスト (`tasks.md`) の作成手順を省略し、直接実装と記録を行う高速開発モード。小規模な機能追加、バグ修正、プロトタイピングに適している。
実装したい機能の要件と受け入れ基準を定義し、要件定義書（requirements.md）を作成する。
End-to-end planning, building, and testing of small-scale browser games in SvelteKit + TypeScript running in Docker, including scaffolding, game loop, input, UI, tests, and Docker dev/release setups. Use when a user asks to create or modify a SvelteKit game project, prototype a simple single-player game, or add tests. When requirements are unclear, ask clarifying questions and offer to choose defaults automatically if the user prefers. This skill uses SvelteKit+TS in Docker only (debug hot-reload + nginx release); do not switch stacks unless the user explicitly asks to change scope. Not for multiplayer, servers, or backend services.
Scaffolds a new Python tool utility in 'src/tools/' for agents to call. Tools are utility functions (web scraping, PDF parsing, database queries) that agents use. Use when creating utilities that agents depend on.
Report a bug conversationally — Claude gathers details, previews, and creates a GitHub issue via gh CLI.