data Skills

Use when building micro-interactions between 100-200ms - tooltips appearing, dropdown opens, small feedback animations that feel q...

Use when designing small UI feedback moments like button states, toggles, form validation, loading indicators, or notification bad...

Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea val...

Micro-task development patterns with 50% context budget. Use for task decomposition, context management, escape hatch protocols, a...

Survey weight calibration to match population targets - used in policyengine-us-data for enhanced microdata

UI copy and microcopy guidelines. Use when writing UI text, buttons, error messages, empty states, onboarding, or any user-facing...

Weighted pandas DataFrames for survey microdata analysis - inequality, poverty, and distributional calculations

ML-based variable imputation for survey data - used in policyengine-us-data to fill missing values

Design and scaffold microservices with service mesh, API gateway, and resilience patterns.

Microservices architecture patterns and best practices. Use when designing distributed systems, breaking down monoliths, or implem...

Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building...

Add clickable Creative Commons license and fullscreen icons to an existing MicroSim's control region. Use this skill when enhancin...

This skill analyzes diagram, chart, or simulation specifications and returns a ranked list of the most suitable MicroSim generator...

Create an interactive educational MicroSim using the p5.js JavaScript library with distinct regions for drawing and interactive co...

This skill automates the capture of high-quality screenshots for MicroSim visualizations using Chrome headless mode. Use this skil...

This skill standardizes MicroSim directories by validating structure, metadata, documentation, and required components against a c...

This skill generates a comprehensive index page for MicroSims in an intelligent textbook project. Use this skill when working with...

Orchestration hub for Microsoft Graph API across Microsoft 365 services. Use for Graph API integrations, querying Microsoft 365 da...

Guide for understanding and writing Miden VM assembly (MASM) code. Use when:(1) Reading, analyzing, or explaining MASM code(2) Wri...

Provides comprehensive guidance for Midjourney AI image generation including prompt engineering, image generation, parameters, and...

Craft effective Midjourney V7 prompts for any style — photography, illustration, anime, or artistic. Provides frameworks (7-Elemen...

Generate Midjourney V7 image prompts for website sections. Analyzes page components, extracts aspect ratios from CSS, outputs prom...

Generate highly detailed, Midjourney-style image prompts optimized for the FLUX 1.1 Pro model on Replicate. Transform basic user d...

Configure and operate Midnight Network infrastructure including proof servers, indexers, and network endpoints. Use when setting u...

Uzytkownik chce zmigrowac konwersacje Claude Code z innego komputera.

Migrate WordPress components from v1 (page-parts/) or v2 (layouts/) to v3 (vendi-theme-parts/components/) structure. Use when migr...

Migrate .env-only configuration to split secrets/config format

Prisma/SQL 마이그레이션 관리. Use when:(1) 스키마 변경, (2) 마이그레이션 생성/적용, (3) DB 동기화,(4) 마이그레이션 상태 확인, (5) 롤백 필요 시.

Implement API migrations between versions, platforms, or frameworks with minimal downtime.Use when upgrading APIs between versions...

Teach async request APIs in Next.js 16 - params, searchParams, cookies(), headers(), draftMode() are now async. Use when migrating...

Teaches migration from forwardRef to ref-as-prop pattern in React 19. Use when seeing forwardRef usage, upgrading React components...

Migrate from Tailwind CSS v3 to v4 including configuration migration (JS to CSS), utility renames, opacity changes, and color syst...

Teach middleware.ts to proxy.ts migration in Next.js 16. Use when migrating middleware, encountering middleware errors, or impleme...

Migrates Vendure Admin UI extensions (legacy Angular-based) to the new React Dashboard.

Migrate from Vitest 2.x/3.x to 4.x with pool options, coverage config, workspace to projects, and browser mode updates. Use when u...

Complete migration guide from Zod v3 to v4 covering all breaking changes and upgrade patterns

Create reversible database migrations with rollback scripts. Use when modifying database schemas.

データベースマイグレーションのベストプラクティス。スキーマ変更時に自動適用される。

WHEN: Database migration review, backwards compatibility, rollback safety, data integrityWHAT: Migration safety + Rollback validat...

Deploy database migrations safely across environments

Create database migrations from model changes, schema diffs, and migration best practices.

Create migration guide creator operations. Auto-activating skill for Technical Documentation. Triggers on: migration guide creator...

Assists in creating database migrations for Polibase. Activates when creating migration files, modifying database schema, or addin...

Specialized in database migrations and data seeding. Trigger this when creating tables, modifying schemas, or preparing initial da...

Builds phased data and system migrations using feature flags, dual writes, backfills, and validation. Includes rollback plans and...

Database migration best practices and strategies. Use when managing schema changes.

Context for ongoing migration from old Portfolio Buddy app. Use when: fixing bugs, adding migrated features, checking feature pari...

フレームワークのアップグレードや技術移行時に使用。