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mashharuki

Develop lightweight Flask APIs with routing, blueprints, database integration, authentication, and request/response handling. Use when building RESTful APIs, microservices, or lightweight web services

yu-iskw

Set up and run integration tests using Testcontainers. Use when testing warehouse adapters against real database engines or verifying filesystem-dependent operations.

8dazo

Storage backends and indexing for vector databases in Elixir. Use when choosing persistence, implementing exact vs approximate k-NN, or integrating pgvector, file, or ETS for vector storage.

sf-bcca

Tools for simulating gamification scenarios in ChoreWars. Use this to reset the database and inject specific test data (points, streaks, chores) to verify leaderboard, analytics, or UI behavior.

calmacleod

Creates Rails models using TDD approach - spec first, then migration, then model. Use when creating new models, adding model validations, defining associations, or setting up database tables.

ThibautBaissac

Creates Rails models using TDD approach - spec first, then migration, then model. Use when creating new models, adding model validations, defining associations, or setting up database tables.

lemline

runner-dev is a serverless workflow runtime for existing infrastructure, providing a modular ecosystem with messaging, CLI, and configuration capabilities

majiayu000

Deploy a Vibes app to exe.dev VM hosting. Uses nginx on persistent VMs with SSH automation. Supports client-side multi-tenancy via subdomain-based Fireproof database isolation.

Deadwood-ai

Implements and validates DeadTrees database schema changes through MCP-first local workflow. Use when the user asks for database migrations, schema updates, Supabase diffs, local DB changes, migration

dfujiwara

Execute SQL queries against the local PostgreSQL database. Accepts raw SQL or natural language queries that get converted to SQL automatically. Use for inspecting data, running queries, or managing th

HoaiAn0906

Design, build, and optimize backend systems using Java 21 + Spring Boot. Use for APIs, data modeling, security, and integrations. Use mcp server postgres for make Database.

cwoodruff

Database Architect skill. Use this when you need to modify the database schema, add tables, or seed data. This project uses RAW SQL SCRIPTS orchestrated by .NET Aspire, NOT Entity Framework Migrations