Redis Query Engine (RQE) guidance covering FT.CREATE schema design, field type selection (TEXT, TAG, NUMERIC, GEO, GEOSHAPE, VECTOR), DIALECT 2 query syntax, efficient FT.SEARCH…
Redis LangCache guidance for semantic caching of LLM responses on Redis Cloud — calling search/set via the SDK or REST API, tuning the similarity threshold, separating caches per…
Redis expert for caching, pub/sub, data structures, and distributed systems patternsUse when "redis, caching strategy, cache invalidation, pub/sub, rate limiting, distributed…
Redis vector search guidance covering HNSW vs FLAT algorithm choice, vector index configuration (dims, distance metric, datatype), filtered hybrid search combining vector…
Identifies Oracle-to-PostgreSQL migration risks by cross-referencing code against known behavioral differences (empty strings, refcursors, type coercion, sorting, timestamps,…
Execute PostgreSQL backup, restore, verification, and point-in-time recovery runbooks with explicit repository and WAL handling.
Use when analyzing an existing project for migration feasibility to the canonical SaaS stack (Turborepo, Next.js, tRPC, Drizzle, Auth.js, Stripe, PageShell).
Run scheduled backups with retention rules and storage targets across PostgreSQL, MySQL, MariaDB, and MongoDB from one place.
Review database schemas AND in-code data structures for correctness, integrity, performance, scalability, evolvability, simplicity, and design quality.
Orchestrates large-scale web crawling using Scrapy with scrapy-redis for distributed job queuing. Integrates Splash for JavaScript rendering, stores results in MongoDB via…
Search implementation patterns: full-text search with Postgres tsvector, Typesense for production search, Elasticsearch for complex analytics, faceted search, autocomplete, typo…
Detect buying signals across TAM companies and watchlist personas. Three-phase architecture: (1) free diff-based signals from existing data (headcount growth, tech stack changes,…
Subskill zur Marker Engine für strikt markerbasierte JSON-Annotationen mit Farbhervorhebung; enthält Overlapping-Span-Merging, Dark-Mode-Farben und eine In-Page-SIT-UI (ohne…
Generate spectrograms and audio feature visualizations (mel, chroma, MFCC, tempogram, etc.) from audio files via CLI.
SQL writing and database engineering patterns, standards, and procedures. Use for designing database schemas, writing performant SQL queries, normalisation strategies, indexing,…
Token-efficient MySQL/PostgreSQL operations using mycli and native CLI tools (Windows/Mac/Linux compatible). Replaces Artisan Tinker for database queries with 87% token savings.
Universal SQL performance optimization assistant for comprehensive query tuning, indexing strategies, and database performance analysis across all SQL databases (MySQL,…
PostgreSQL 15+ query and schema guidelines. Apply when editing `.sql` files, migrations, or schema files.
Use when user needs SQL development, database design, query optimization, performance tuning, or database administration across PostgreSQL, MySQL, SQL Server, and Oracle platforms.
SQLAlchemy + MySQL 성능 튜닝 스킬. SQLAlchemy(Python) 환경에서 MySQL 쿼리가 느린 경우, N+1 문제 해결, EXPLAIN 분석, 인덱스 설계, Eager Loading 전략, 배치 처리, 커넥션 풀 관리 등 모든 SQLAlchemy+MySQL 성능 관련 작업에 사용한다.
Redis-backed SSE stream management with stream registry, heartbeat monitoring, completion store for terminal events, and automatic orphan cleanup via background guardian — from…
Redis-backed SSE stream management with stream registry, heartbeat monitoring, completion store for terminal events, and automatic orphan cleanup via background guardian — from…
Staaten- und Gebietscheck Mongolei: migrationsrechtlicher Workflow für Herkunfts-, Transit-, Dokumenten-, Visum-, Schutz-, Passbeschaffungs-, Rückführungs- und…
Add file uploads and object storage to my app — set up AWS S3, Google Cloud Storage, Cloudflare R2, or Supabase Storage with presigned URLs, direct browser uploads, multipart…
Navigate Supabase database tables, relationships, and query patterns. Use when you need to understand how tables connect, write queries, or find the right data source.
Manage Supabase projects, databases, migrations, Edge Functions, and storage using the `supabase` CLI.
Use when doing ANY task involving Supabase. Triggers: Supabase products (Database, Auth, Edge Functions, Realtime, Storage, Vectors, Cron, Queues); client libraries and S — from…
Access Supabase for ontology queries, entity embeddings, vector search, fact storage, and manual entity/fact writes.
Supabase administration, RLS policies, migrations, and schema design. Use for database architecture, Row Level Security, performance tuning, auth integration.
Deep Supabase diagnostics: pg_stat_statements for slow queries, lock debugging with pg_locks, connection leak detection, RLS policy conflicts, Edge Function cold starts, and…
Implement Supabase across different app architectures: Next.js SSR with server components using service_role and client components with anon key, SPA (React/Vue), mobile (React…
Implement Supabase Auth (signUp, signIn, OAuth, session management), Storage (upload, download, signed URLs, bucket policies), and Realtime (Postgres changes, broadcast,…
Automate Supabase database queries, table management, project administration, storage, edge functions, and SQL execution via Rube MCP (Composio).
Configure Supabase CI/CD pipelines with GitHub Actions: link projects, push migrations, deploy Edge Functions, generate types, and run tests against local Supabase instances.
Supabase の操作手段（CLI / MCP / スクリプト）の使い分け、実行方法、認証。Cursor マーケットプレイスで Supabase プラグイン導入時は Supabase MCP も同梱される。Use when working with Supabase CLI, MCP, migrations, db push, db diff,…
Diagnose and fix Supabase errors across PostgREST, PostgreSQL, Auth, Storage, and Realtime. Use when encountering error codes like PGRST301, 42501, 23505, or auth failures.
Optimize Supabase costs through plan selection, database tuning, storage cleanup, connection pooling, and Edge Function optimization.
Implement GDPR/CCPA compliance with Supabase: RLS for data isolation, user deletion via auth.admin.deleteUser(), data export via SQL, PII column management, backup/restore…
Collect Supabase diagnostic info for troubleshooting and support tickets. Use when debugging connection failures, auth issues, Realtime drops, Storage errors, RLS…
Supabase development guidelines for database, authentication, real-time subscriptions, and Edge Functions.
Especialista em Edge Functions do Supabase para aplicações jurídicas com foco em segurança, LGPD e autenticação JWT. Use ao criar/modificar Edge Functions do RV-Adv.
Implement custom role-based access control via JWT claims in Supabase: app_metadata.role, RLS policies with auth.jwt() role extraction, organization-scoped access, and API key…
Expert guide for Supabase integration - database schemas, RLS policies, auth, Edge Functions, and real-time subscriptions. Use when working with Supabase backend features.
Run your first Supabase query — insert a row and read it back. Use when starting a new Supabase project, verifying your connection works, or learning the basic insert-then-select…
Execute Supabase incident response: dashboard health checks, connection pool status, pg_stat_activity queries, RLS debugging, Edge Function logs, storage health, and escalation.
Install and configure Supabase SDK, CLI, and project authentication. Use when setting up a new Supabase project, installing @supabase/supabase-js, configuring environment…
Avoid and fix the most common Supabase mistakes: exposing service_role key in client bundles, forgetting to enable RLS, not using connection pooling in serverless, .single()…
Scale Supabase projects for production load: read replicas, connection pooling tuning via Supavisor, compute size upgrades, CDN caching for Storage, Edge Function regional…
Configure Supabase local development with the CLI, Docker, and migration workflow. Use when initializing a Supabase project locally, starting the local stack, writing migrations,…
Supabase MCP Server is built around Supabase developer platform. The underlying ecosystem is represented by supabase/supabase (99,546+ GitHub stars).
An official MCP server that connects Supabase projects to AI assistants like Claude, Cursor, and Windsurf.
Навык для применения и управления миграциями базы данных с использованием Supabase CLI.
Database migration patterns with Supabase CLI: npx supabase migration new, zero-downtime migrations, data backfill strategies, schema versioning, rollback strategies, and type…
Guides creation, validation, and application of Supabase database migrations with RLS policy checks and type generation.
Configure Supabase across development, staging, and production with separate projects, environment-specific secrets, and safe migration promotion.
Set up monitoring and observability for Supabase projects using Dashboard reports, CLI inspect commands, pg_stat_statements, log drains, and alerting.
Generic Supabase best practices for Row Level Security, realtime subscriptions, storage, and edge functions. Framework-agnostic.
Optimize Supabase query performance with indexes, EXPLAIN ANALYZE, connection pooling, column selection, pagination, RPC functions, materialized views, and diagnostics.
Enforce organizational governance for Supabase projects: shared RLS policy library with reusable templates, table and column naming conventions, migration review process with CI…
Execute Supabase production deployment checklist covering RLS, key hygiene, connection pooling, backups, monitoring, Edge Functions, and Storage policies.