AI Engineering Toolkit
Overview of six AI engineering workflows: prompt evaluation (8-dimension scoring), context budget planning, RAG pipeline design, agent security audit (65-point checklist), eval harness building, and product sense coaching.
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Reusable instructions for compatible AI agents.
Field counts come from the latest full-catalog snapshot. A resource can belong to several fields and platforms.
Overview of six AI engineering workflows: prompt evaluation (8-dimension scoring), context budget planning, RAG pipeline design, agent security audit (65-point checklist), eval harness building, and product sense coaching.
Analytics de produto — PostHog, Mixpanel, eventos, funnels, cohorts, retencao, north star metric, OKRs e dashboards de produto.
Search, inspect, and run third-party data APIs through one CLI when the environment has no suitable integration.
Access official NOAA/NCEP MRMS radar and multisensor composites for a region and time; validate product, grid, domain, quality, timestamp, and provenance.
Discover and access NEXRAD data for a selected radar site, time, product, or Level II moment using completed archive volumes, real-time chunks, or supported Level III sources with metadata validation.
Retrieve NOAA NEXRAD and GOES products from public cloud archives using verified site, product, channel, sector, and scan-time selection.
Documenta completamente o banco de dados do projeto legado — tabelas, relacionamentos, constraints, triggers, procedures e ERD completo. Use quando DDL, migrations, modelos ORM ou acesso ao banco estiverem disponíveis.
Expert patterns for Neon serverless Postgres, branching, connection
Manages clusters, instances, and backups for AlloyDB for PostgreSQL, and integrates with AlloyDB MCP tools for automated database operations including AI-powered search and vector capabilities.
Creates and manages Cloud SQL instances for MySQL, PostgreSQL, and SQL Server. Handles backups, high availability, and secure connectivity for relational database workloads on Google Cloud.
Supabase Postgres Best Practices workflow skill. Use this skill when the user needs Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations and the operator should preser...
database-architect workflow skill. Use this skill when the user needs Expert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database architectures and the operator should preserve the upstream workflow, copied support files, ...
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