Explorar skills

Maps a merchant's product data to UCP catalog schema format. Supports Shopify, WooCommerce, CSV, and web scraping as data sources. Outputs UCP-compliant product JSON with field mapping report. Use after ucp-audit to convert existing product data.

Implement effective caching at every layer: in-memory, Redis, CDN, and browser. Activate whenever the user asks about caching, performance optimization for repeated data access, Redis patterns, CDN configuration, cache invalidation, HTTP cache headers, memoization, or stale-while-revalidate strategies.

Structure Python projects with pyproject.toml, src layout, modern package managers (uv, rye, poetry), virtual environments, __init__.py, and namespace packages. Use when the user creates a new Python project, asks about project layout, configures packaging, sets up dependencies, or encounters import issues. Trigger when you see a Python project without proper structure.

Automate AI ML API tasks via Rube MCP (Composio). Always search tools first for current schemas.

Patterns for MCP resources including URIs, templates, subscriptions, dynamic resources, context provision, and MIME types. Use when the user is exposing data as MCP resources, designing resource URIs, implementing resource templates with parameters, setting up resource subscriptions, or providing context to Claude through resources.

Guide for database schema migrations with zero-downtime patterns, rollback strategies, data migrations, and migration testing. Use when the user writes database migrations, asks about schema changes in production, needs zero-downtime migration patterns, or plans rollback strategies. Trigger whenever database migration, schema change, or ALTER TABLE in production is discussed.

Apply structured debugging techniques to find and fix bugs efficiently. Use when the user reports a bug, encounters unexpected behavior, says something is "not working", or asks for help debugging. Apply hypothesis-driven debugging instead of random changes.

Automatize tarefas do Apitemplate IO via Rube MCP (Composio). Sempre pesquise as ferramentas primeiro para os esquemas atuais.

Express.js error handling patterns including async error catching, custom error classes, centralized error middleware, and the distinction between operational and programmer errors. Use when the user is handling errors in Express, writing async route handlers, creating custom error types, or debugging unhandled rejections. Trigger on mentions of Express error handling, async errors, error middlewa

Spring Boot patterns including stereotype annotations, dependency injection, profiles, configuration properties, and actuator endpoints. Use when the user is building Spring Boot applications, configuring dependency injection, setting up profiles for different environments, using @ConfigurationProperties, or enabling actuator health checks. Trigger on any mention of Spring Boot, @Component, @Servi

Persistent spec management for AI coding workflows, producing canonical SPEC.html files. Use this companion when the user explicitly mentions specs, forging, structured planning, resume/status/pause/switch, implementing a spec, or generating OpenAPI docs. Do NOT trigger on ordinary coding tasks that do not ask for spec management.

Automate SimilarWeb tasks via Rube MCP (Composio). Always search tools first for current schemas.