Diagnose and fix excessive Postgres egress (network data transfer) in a codebase. Use when a user mentions high database bills, unexpected data transfer costs, network transfer charges, egress spikes, "why is my Neon bill so high", "database costs jumped", SELECT optimization, query overfetching, reduce Neon costs…
Use this skill whenever the user is working with Drizzle ORM on PostgreSQL. This covers any mention of Drizzle, drizzle-orm, drizzle-kit, drizzle-zod, pgTable, defineRelations, relations(), db.select(), db.query, or insert/update/delete against Postgres. Typical intents to trigger on: Designing or debugging Postgres…
Select and connect the right vector-store backend for the vector-mcp MCP server — chromadb, postgres/pgvector, qdrant, couchbase, or mongodb — and supply the correct dbtype/connection parameters that every collection and search call needs. Use when the agent must decide which engine to target, wire up…
★not rated 16▲
+1 3d agoASkillSpector: pass113 tokens
originalMIT
ALWAYS use this skill when working with agents, memory, context, persistence, or AI agent state. Use when the user mentions: 'the agent forgot', 'save this', 'remember that', 'context is lost', 'memory', 'MCP server', 'agent memory', 'persistent memory', 'session context', 'project context', 'recall', 'remember'…
★not rated 12 20d agoASkillSpector: warn157 tokens
original
Build complete Dublyobase backends through remote HTTP MCP, admin REST APIs, and public project APIs. Use when an AI agent needs to connect to a live Dublyobase instance, create projects, design Postgres collections and fields, configure rules, seed records, create app users, upload files, configure…
Use when working with relational databases (MySQL, PostgreSQL, SQL Server, Oracle, SQLite): auditing SQL/schemas, designing or normalizing schemas, optimizing slow queries and SARGability, data integrity (constraints/triggers), zero-downtime migrations and schema refactors, or routine DB maintenance and CLI ops.…
Use when writing any SQL for Supabase — creating views, tables, functions, or RLS policies. Supabase has several security behaviors that differ from vanilla Postgres in ways that silently create vulnerabilities. This skill makes sure those traps are caught before they ship. Trigger whenever the user is working with…
Expert guidance on ParadeDB text and vector search, hybrid search (BM25 + semantic), filters, facets, joins, and aggregations in Postgres. Use when writing ParadeDB queries, creating ParadeDB indexes, indexing vectors, configuring tokenizers, or implementing Elasticsearch-quality search in Postgres.
Use the pgm CLI (Postgram) to persist, search, and link knowledge across sessions. Invoke whenever the user wants to remember something across conversations, recall prior context, search their personal knowledge base, track tasks, or explore relationships between stored entities. Assumes pgm is on PATH, PGMAPIURL is…
Row Level Security patterns for database operations. Use when writing any database query, creating API routes that access data, implementing webhooks that write to the database, or working with user data. This project uses direct pg (node-postgres) queries with raw SQL -- no ORM.
Check SQL with sqlike — deterministic static analysis (validity, anti-patterns, rewrites, index advice) and query-equivalence verification. Use whenever you write, edit, review, or rewrite a SQL query, or need to prove two queries return the same results. Requires the sqlike MCP server (@sqlike/mcp) or the sqlike CLI…
Upload CSV lead lists (AI Ark, Prospeo, Store Leads) to Neon Postgres, clean company names, enrich sales reps via AI Ark API, scrape company websites, AI-powered website analysis (competitors, ICP, descriptions, pricing, categorization) via Workers AI, custom enrichment, ICP scoring. Triggers on: upload leads, lead…
Bootstraps a local Node.js backend development stack with Docker, PostgreSQL, and an ORM (Prisma or Sequelize). Use this skill whenever the user wants to: initialize a new backend project, set up a Dockerized database locally, wire up an ORM with automated migrations, scaffold an Express server with a health endpoint…
Query PostgreSQL, MySQL, Redis and Neptune with Quarry (qy), compare data across environments, maintain reusable queries, and manage connections or the database workbench. Use for database evidence or explicit Quarry tasks, not general database design discussions.
Use when working in a pgmi project — a directory containing deploy.sql and/or pgmi.yaml. pgmi is a PostgreSQL-native deployment driver that loads SQL files into pgtemp views and runs deploy.sql; deployment behavior lives in SQL, not CLI flags. Covers the execution model, basic-vs-advanced templates, transactional…
A SQL assistant for querying MySQL, PostgreSQL, SQLite, and MariaDB databases across development, test, and production environments. SQL is the language used to read and change data in relational databases.
PostgreSQL database documentation - SQL queries, database design, administration, performance tuning, and advanced features. Use when working with PostgreSQL databases, writing SQL, or managing database systems.
Write and test Supabase/Postgres Row-Level Security policies so users can only access their own rows. Use when a table holds user data, when enabling RLS, or when auditing access control on Supabase.
PostgreSQL RAG Data Ingestion and Retrieval Operations Tool - supports keyword search (BM25), vector search, and hybrid search.
★not rated 2 11mo agoA32 tokens
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