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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 us...
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
Expert guidance for Micronaut framework development with compile-time dependency injection, GraalVM native builds, and c...
Guides the planning of a microservices architecture. Use this skill when asked to design, plan, or architect a system us...
提供微服务分布式架构思考框架，涵盖服务拆分、通信机制、基础设施、治理策略、可观测性五大维度。当需要设计微服务系统、评审分布式架构、或需要全局视角审视服务边界与协同时使用。支持 DDD 领域建模、同步/异步通信、API Gateway、服务网...
Guidelines for building production-grade microservices with FastAPI/Python and Go, covering serverless patterns, clean a...
Use when decomposing a system into services, or deciding whether to. Covers service boundaries, inter-service communicat...
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,...
Add clickable Creative Commons license and fullscreen icons to an existing MicroSim's control region. Use this skill whe...
This skill analyzes diagram, chart, or simulation specifications and returns a ranked list of the most suitable MicroSim...
Create an interactive educational MicroSim using the p5.js JavaScript library with distinct regions for drawing and inte...
This skill automates the capture of high-quality screenshots for MicroSim visualizations using Chrome headless mode. Use...
This skill standardizes MicroSim directories by validating structure, metadata, documentation, and required components a...
This skill generates a comprehensive index page for MicroSims in an intelligent textbook project. Use this skill when wo...
Expert guidance for Microsoft 365 and Copilot development using the Teams Toolkit MCP server. Access manifest schemas, k...
Use for Microsoft Advertising (Bing Ads) questions: campaign, ad group, keyword and ad performance, shared budgets, qual...
Microsoft Fabric workspace management, governance, REST API patterns, and medallion architecture implementation
Expert guidance for Microsoft Fabric development using the Fabric MCP Server. Access Fabric public APIs, OpenAPI specs,...
Orchestration hub for Microsoft Graph API across Microsoft 365 services. Use for Graph API integrations, querying Micros...
Complete Microsoft .NET Microservices Architecture guide (v7.0) - 350 pages of comprehensive reference material
Next.js middleware runs before every request. StepLeague uses it for auth protection and redirects.
Protect routes with Next.js middleware. Check authentication once, protect routes declaratively. Supports public routes,...
Automatically validate DAPR HTTP middleware configuration files. Checks for correct middleware types, proper secret refe...
用于排查 sit/uat/prod 环境下 `/rag-recall/api/search/keyword` 未召回目标 doc/faq 的问题。支持两种输入：1) 完整请求（headers+body；若 `headers.appId` 缺...
Guide for understanding and writing Miden VM assembly (MASM) code. Use when:(1) Reading, analyzing, or explaining MASM c...
Look up APC Mini MK2 MIDI protocol details including note numbers, MIDI channels, velocity values, and SysEx format. Use...
Provides comprehensive guidance for Midjourney AI image generation including prompt engineering, image generation, param...
Craft effective Midjourney V7 prompts for any style — photography, illustration, anime, or artistic. Provides frameworks...
Generate Midjourney V7 image prompts for website sections. Analyzes page components, extracts aspect ratios from CSS, ou...
Configure and operate Midnight Network infrastructure including proof servers, indexers, and network endpoints. Use when...
Cómo hacer migraciones en las APIs de la plantilla base (EF Core + SQL Server) — migraciones de esquema, migraciones de...
Interactive cleanup of broken tests and code after a new feature lands. Use this skill when: (1) TDD is complete but the...
Database migration management (create, apply, rollback using Alembic)
Run database or schema migrations — up, down, rollback, status, or create a new migration. Reads claude/build.md for mig...
Safely apply pending database migrations. Backup first, list pending, apply in order, verify schema, report. Rollback on...
Import soul data from SQLite or shared chitta files
Handle cqs schema version upgrades — check version, attempt migration, rebuild if needed.
Uzytkownik chce zmigrowac konwersacje Claude Code z innego komputera.
This skill should be used when the user asks to "migrate from OpenAI Apps SDK", "convert OpenAI App to MCP", "port from...
Migrate WordPress components from v1 (page-parts/) or v2 (layouts/) to v3 (vendi-theme-parts/components/) structure. Use...
Migrate .env-only configuration to split secrets/config format
Create a new sequentially numbered database migration with up/down SQL files
Prisma/SQL 마이그레이션 관리. Use when:(1) 스키마 변경, (2) 마이그레이션 생성/적용, (3) DB 동기화,(4) 마이그레이션 상태 확인, (5) 롤백 필요 시.
Load this skill when a git-backed or file-based JSON store may have to become a real database, or to decide whether it i...