Expert debugger for Next.js + Cloudflare Workers + Supabase stacks. Systematic troubleshooting for auth, caching, workers, RLS, CORS, and build issues.
Multi-stage fuzzy matching pipeline for entity reconciliation. PostgreSQL trigram pre-filter, salient overlap check, and multi-factor similarity scoring.
Consume FXView tick data from Parquet files. Schema, file layout, DuckDB queries, Python/Rust examples.
Database design for multiplayer games with PostgreSQL. Use when designing schemas, handling game persistence, managing user accounts, implementing lobbies, or optimizing queries.
Build, configure, and operate Firebase-powered web and mobile applications — covering Firestore, Firebase Auth, Firebase Hosting, Cloud Functions for Firebase, Firebase Storage,…
Use when you need to generate, validate, or deploy stored procedures for PostgreSQL, MySQL, or SQL Server.
Build production-ready AI workflows using Firebase Genkit. Use when creating flows, tool-calling agents, RAG pipelines, multi-agent systems, or deploying AI to Firebase/Cloud Run.
Build production Firebase Genkit applications including RAG systems, multi-step flows, and tool calling for Node.js/Python/Go.
Graphile Worker expert for high-performance PostgreSQL job queues with trigger-based job creation and millisecond job pickup via LISTEN/NOTIFY.
PostgreSQL + pgvector + PGroonga で GraphRAG を構築。自然言語でプロジェクトを説明すると、最適なEntity/Edge型、スキーマ、クエリパターンを設計・生成。Use when the user mentions "GraphRAG", "knowledge graph", or wants to build…
Give coding agents a PostgreSQL-specific reference layer with semantic doc search and curated schema, indexing, and constraint guidance before they generate database code.
Harden a PostgreSQL deployment whether managed or self-hosted. Covers pg_hba network and authentication rules, role separation (read-only, read-write, migration), row-level…
PostgreSQL bindings for H3 hexagonal grid system. Use when working with H3 cells in Postgres, including spatial indexing, geometry/geography integration, and raster analysis.
Scrapes and analyzes Hacker News threads using the official HN Firebase API and BeautifulSoup. Extracts sentiment trends, expertise signals, and generates structured summaries…
Diagnoses and guides Qdrant horizontal scaling decisions. Use when someone asks 'vertical or horizontal?', 'how many nodes?', 'how many shards?', 'how to add nodes', 'resharding',…
Use when writing database access code, creating schemas, or managing transactions with PostgreSQL - enforces transaction safety with TX_ naming, read-write separation, type safety…
Manage Huawei GaussDB (MySQL, PostgreSQL, Oracle-compatible), RDS instances, DDS (Document Database Service, MongoDB-compatible), database proxy connection pooling, and HA/backup…
PostgreSQL schema design, query optimization, indexing, and administration. Use when working with PostgreSQL, JSONB, partitioning, RLS, CTEs, window functions, or EXPLAIN ANALYZE.
Implementing and debugging PostgreSQL image backup and restore features. Use when working with database snapshots, backup jobs, restore operations, azcopy blob transfers, or…
Implement complete CRUD (Create, Read, Update, Delete) operations for Supabase tables with proper error handling, validation, and RLS.
Deploy privileged access management for database systems including Oracle, SQL Server, PostgreSQL, and MySQL.
Implementing Supabase realtime subscriptions and live updates for StickerNest. Use when the user asks to add realtime, live updates, presence, subscriptions, postgres_changes,…
Skill encyclopédique pour Inazuma Eleven: Victory Road. Gère les recherches de joueurs, techniques, objets et stats via Inagle (Supabase).
Design infrastructure solutions - analyze requirements, design cloud architecture, create comprehensive design documents with resource specifications, security considerations,…
Supabase 프로젝트의 DB 스키마 개발환경을 초기 세팅하는 스킬. database.types.ts 타입 생성 스크립트, bash 기반 DB 스키마 CLI 조회 도구 (테이블/뷰/RPC 함수/enum 전부 조회 가능), Supabase client·server에 Database 제네릭 타입 바인딩,…
Open a live PostgreSQL activity view during incidents so you can see sessions, waits, locks, and pressure before making a bad call.
Managing instance actor orchestrations for PostgreSQL health monitoring. Use when debugging stale actors, restarting actors, or troubleshooting health check issues.
Execute and advise on IONOS DBaaS lifecycle operations for PostgreSQL, MariaDB, and MongoDB managed databases.
JOOQ type-safe SQL patterns - use for database queries, repositories, complex SQL operations, and PostgreSQL-specific features
JPA/Hibernate + MySQL 성능 튜닝 스킬. JPA/Hibernate(Spring Boot) 환경에서 MySQL 쿼리가 느린 경우, N+1 문제 해결, EXPLAIN 분석, 인덱스 설계, Fetch 전략, 배치 처리, OSIV 설정 등 모든 JPA+MySQL 성능 관련 작업에 사용한다.
Turn JSON or PostgreSQL jsonb payloads into compact readable context for LLMs. Use when a user wants to compress JSON, reduce token usage, summarize API responses, or convert…
Platform audit for JusticeHub pages, API routes, Supabase patterns, and Empathy Ledger integration.
Kotlin 멀티프로젝트 라이브러리 개발 지원 - AWS 서비스 통합(Kinesis, DynamoDB, S3, Lambda, CDK), Spring Boot, JPA, Hibernate, 유틸리티(JSON, CSV, Time, Collection 등).
Design PostgreSQL 17 schemas for laneweaverTMS using Supabase conventions - UUIDs, ENUMs, audit trails, soft deletes, triggers, functions, views, and atomic migration patterns.
Persist LangGraph agent state correctly with MemorySaver and PostgresSaver — thread_id discipline, JSON-serializable state rules, time-travel, schema migration.
Configure LangChain4J vector stores for RAG applications. Use when building semantic search, integrating vector databases (PostgreSQL/pgvector, Pinecone, MongoDB, Milvus, Neo4j),…
TypeScript-first ORM with SQL-like syntax, type safety, and zero dependencies. Use for database operations, schema design, migrations, and query building with Drizzle ORM.
Catch locking, indexing, and schema-change hazards in PostgreSQL migration SQL before a review turns into downtime.
버그 이슈 조회 (Supabase DB 기반). Use when (1) "버그 이슈 목록", (2) "버그 확인", (3) "버그 조회", (4) 버그 이슈 필터링.
Full-text search and search engine implementation. Use when implementing search functionality, autocomplete, faceted search, relevance tuning, or working with search indexes like…
Integração entre projetos Lovable e Supabase, guiando conexão, auth, storage, Edge Functions e segurança (RLS) conforme documentação oficial do Lovable.
Consulta la documentación oficial de MakerKit (next-supabase-turbo) bajo demanda. Usa cuando necesites información sobre patrones, configuración o APIs de MakerKit que no — from…
Guides Mana Hub Core users through a fresh install, Supabase setup, bridge/connector configuration, agent setup, doctor checks, and safe customization.
Supabase CLI for database management, Edge Functions, migrations, and local development. Use for managing Postgres databases, deploying serverless functions, and debugging…
Core 9/9 — MCP (Model Context Protocol): what it is, the relationship to tools and skills, how to install an MCP server, .mcp.json vs ~/.claude.json scoping, env var expansion,…
Diagnóstico y solución de problemas de MCP servers en Claude Desktop. Usar cuando los servidores MCP muestran "Server disconnected", fallan al conectar, o tienen problemas de…
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 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…
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).
MongoDB schema design, aggregation pipelines, indexing strategies, and performance.
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…
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