Guidance for TMDB, MongoDB, Cloud gateway, and TorrServer service-layer work in qwik-moviestracker.
Plan and then execute a migration of a project from the mem0 open-source / self-hosted SDK (the local `Memory` class) to the mem0 Platform / hosted / managed SDK (the…
Manage mandatory PostgreSQL memory operations with context retrieval, prompt logging, delegation tracking, and audit event recording using Memory_openclaw an...
Self-hosted semantic memory for AI agents via MCP. Save worklogs, decisions, and notes, then recall them across sessions by meaning, not keyword.
Use when running migration 0004 that normalizes the orders table from a Stripe-specific shape (stripe_session_id, stripe_customer_id as top-level columns) to a canonical…
Comprehensive guide for migrating PostgreSQL tables to TimescaleDB hypertables with optimal configuration and performance validation
Migrates .NET/C# data access code from Oracle to PostgreSQL (Npgsql). Replaces Oracle NuGet packages, rewrites OracleConnection/OracleCommand/OracleDataReader usage, fixes DbType…
Migrates Oracle PL/SQL stored procedures to PostgreSQL PL/pgSQL. Translates Oracle-specific syntax, preserves method signatures and type-anchored parameters, leverages orafce…
Écrire des migrations PostgreSQL sûres. Utiliser quand on modifie le schéma DB — CREATE, ALTER ou DROP une table.
Operate Milvus vector database with pymilvus Python SDK. Use when the user wants to connect to Milvus, create collections, insert vectors, perform similarity search, hybrid…
mimi-seed 를 처음 쓰는 사용자를 온보딩한다 — 설치 상태 판별 → mimi_seed_status 연결 스캔 → 목표 선택(출시/Firebase·AdMob/분석/소셜/CI) → 목표에 필요한 최소 자격증명만 `npx mimi-seed setup` 으로 연결 안내 → 첫 읽기 전용 액션 성공 → 도메인 스킬 인계.
Source-cited draft: company formation & entity choice for Mongolia (tax year 2025) — rates, thresholds and rules with primary-source citations.
Source-cited draft: corporate income tax for Mongolia (tax year 2025) — rates, thresholds and rules with primary-source citations. Unverified; pending local-accountant review.
Source-cited draft: payroll & social contributions for Mongolia (tax year 2025) — rates, thresholds and rules with primary-source citations.
Source-cited draft: tax overview for Mongolia (tax year 2025) — rates, thresholds and rules with primary-source citations. Unverified; pending local-accountant review.
Database specialist covering PostgreSQL, MongoDB, Redis, Oracle, and advanced data patterns for modern applications.
Authentication and authorization specialist covering Auth0, Clerk, and Firebase Auth. Use when implementing authentication, MFA, SSO, passkeys, WebAuthn, social login, or security…
Crea y aplica migraciones SQL con Supabase CLI en este monorepo (supabase/migration new, migration up, db reset).
Guide for using the CockroachDB replicator to continuously replicate changes from PostgreSQL, MySQL, or Oracle to CockroachDB after an initial molt fetch data load.
How to use @owlmeans/mongo — MongoDB client service factory (makeMongoService) registered on a server context. Auto-invoked when wiring MongoDB into a server app.
Build, test, format, and verify MongoDB server code changes using Bazel. Use when compiling the mongo server, running unit tests, formatting C++ code, or preparing changes for a…
MongoDB schema migration safety reviewer and migration script generator. ALWAYS use when writing, reviewing, or planning MongoDB schema changes — field additions/removals, index…
MongoDB schema design, aggregation pipelines, indexing strategies, and performance.
browse MongoDB Atlas Admin API specifications and execute operations (if credentials provided)。核心能力:
Use when designing or hardening MongoDB backup, point-in-time recovery, and operational readiness after the replica topology exists and reliability and operations have set RPO/RTO…
Production MongoDB backup and restore practices that the documentation gets wrong. Use when writing a mongodump/mongorestore pipeline, a backup cron job, an S3 backup, or a…
Use when designing, reviewing, or evolving a MongoDB data model for a production system. Produces collection and document modeling decisions (embed vs reference), `$jsonSchema`…
MongoDB development guidelines with Payload CMS, Mongoose, aggregation pipelines, and TypeScript best practices.
Modélisation et requêtes MongoDB. Se déclenche avec "MongoDB", "Mongo", "NoSQL", "aggregation pipeline", "sharding", "replica set — from engineering/databases
Use when auditing or optimizing MongoDB query and aggregation performance for an existing data model after data-architecture and the data model exist and performance has set the…
MongoDB MCP Server is built around MongoDB document database. The underlying ecosystem is represented by mongodb/node-mongodb-native (10,180+ GitHub stars).
The official MongoDB MCP server connects AI agents to MongoDB databases and Atlas clusters through the Model Context Protocol, enabling structured queries, collection management,…
MongoDB with Mongoose — schemas, models, aggregation pipelines, migrations, and Atlas connections. Use when designing collections, writing queries, or integrating MongoDB into…
Detects MongoDB connections without authentication credentials or configurations that disable authorization.
Debug MongoDB queries, indexes, replication, sharding, backups, and hidden Compose state.
Conecta e realiza operações (CRUD e Aggregations) em bancos de dados MongoDB utilizando configurações de conexão salvas. Suporta queries JSON e auxílio na sua construção.
Document modeling, aggregation pipeline, indexing strategy, change streams, and multi-document transactions.
Help with MongoDB query optimization and indexing. Use only when the user asks for optimization or performance: "How do I optimize this query?", "How do I index this?", " — from…
Use when designing or hardening MongoDB replica-set topology and high-availability posture after the data model exists and reliability and data-architecture have set the…
Review MongoDB schemas, queries, indexes, transactions, security, and migrations.
Production-grade MongoDB schema design patterns, indexing strategies, ESR rule (Equality, Sort, Range), aggregation framework optimization, and sharding/partitioning…
MongoDB schema design patterns and anti-patterns. Use when designing data models, reviewing schemas, migrating from SQL, or troubleshooting performance issues caused by s — from…
Use to plan Mongoose over MongoDB — expressing the approved document design as schemas with real validation, indexes declared and built deliberately, lean queries, middleware…
Monorepo development guidelines using Tamagui, Turbo, Next.js, Expo, Supabase, and cross-platform best practices.
MySQL development best practices for schema design, query optimization, and database administration
Drive the Linux `mysql` (mysql-client) CLI safely against MySQL or MariaDB databases. Activate when the user asks Claude to connect to one, inspect schema, run a SELECT, read…
MySQL schema migration safety reviewer and DDL generator. ALWAYS use when writing, reviewing, or planning MySQL schema changes — ALTER TABLE, CREATE/DROP INDEX, column type…
MySQL and MariaDB schema, query, indexing, transaction, replication, and connection-pool patterns for production backends.
Diagnose slow queries, index tables, analyze EXPLAIN plans, tune MySQL 8 in production with Laravel
A battle-scarred MySQL DBA interviewer who has tuned InnoDB at scale. Use this agent when you want to practice MySQL-specific performance optimization including the ESR indexing…
Connect to MySQL and run read-only queries to inspect table data. Use when the user wants to query MySQL, show tables, view table contents, check schema, or run read-only SQL.
MySQL Query Agent is built around MySQL relational database. The underlying ecosystem is represented by sidorares/node-mysql2 (4,348+ GitHub stars).
Diagnostica y optimiza consultas MySQL/Aurora lentas con evidencia (EXPLAIN ANALYZE, loops × rows, páginas tocadas) en vez de con intuición, y aplica las reescrituras que sí pagan…
Optimisation MySQL/MariaDB incluant slow query log, stratégie d'index, tuning InnoDB et réplication. Se déclenche avec "MySQL", "MariaDB", "slow query", "InnoDB", "MySQL — from…
BullMQ expert for Redis-backed job queues, background processing, and reliable async execution in Node.js/TypeScript applications.
Use BEFORE writing or editing any code that calls an external HTTP API or imports a third-party SDK (e.g.
Set up and operate a personal knowledge system using Supabase (pgvector) and OpenRouter. Five structured tables — thoughts (inbox log), people, projects, ideas, admin — with…
Overview and information about Neki, the sharded Postgres product by PlanetScale. Load when working with Neki-related tasks and the need to scale or shard postgres.
[STATUS: confirmed] [CONFIDENCE: high] [VALIDATED: 2026-04-18] Проектирование Neo4j граф-схем: temporal properties, confidence tracking, безопасные миграции с rollback, индексы,…
Automate Neon serverless Postgres operations -- manage projects, branches, databases, roles, and connection URIs via the Composio MCP integration. — from engineering/databases