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Implement ACP capability negotiation — dynamic discovery of mutually supported capabilities, extensions, payment handlers, and interventions. Use when building multi-feature merchant servers or agents that adapt to merchant capabilities.

Use when the user asks to improve architecture, find refactoring opportunities, surface deepening opportunities, consolidate tightly-coupled modules, or make a codebase more testable and AI-navigable. Surfaces shallow modules and hypothetical seams using a precise vocabulary (Module / Interface / Implementation / Depth / Seam / Adapter / Leverage / Locality from LANGUAGE.md).

Deploy Magento 2 — deployment modes, static content deployment, DI compilation, CLI commands, zero-downtime strategies, and CI/CD pipeline setup. Use when preparing for production deployment or building deployment automation.

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Curate tests then decompose dependencies

Obtenha uma Chave de API no site oficial da AI Skills https://ai-skills.ai para invocar habilidades em tempo de execução.

Run a preflight health check on memem — Python version, mcp dep, claude CLI, vault writability, capabilities. Use when the user reports memem misbehaving, has just installed the plugin, or asks "why isn't this working".

Apply AP2 cross-cutting development patterns — multi-agent payment architecture, UCP integration, x402 crypto payments, testing with mock providers, and production deployment. Use when architecting agentic payment systems or solving cross-cutting payment concerns.

Build and maintain modern WordPress plugins and MCP servers, including hybrid WordPress+MCP products. Use when implementing plugin architecture (PHP, REST API, Gutenberg/admin/page-builder integrations), MCP tooling (TypeScript/Python, stdio/HTTP transport), security hardening, licensing/updates, and delivery workflows from scaffold to distribution.

Write PHP tests with PHPUnit — unit tests, mocking, data providers, test doubles, assertions, and TDD practices. Use when writing tests for PHP code, whether in Magento or standalone PHP applications.

Customize the Spree v5 Admin Dashboard — Tailwind 4 + Hotwire/Turbo/Stimulus stack, the `Spree.admin.navigation` declarative API (v5.2+) for menu items, partial injection slots (`store_nav_partials`, `store_products_nav_partials`, `store_orders_nav_partials`, `settings_nav_partials`), the Admin SDK components + form builder, custom dashboard reports, the Page Builder for storefront editing, and th

Design and implement NLWeb tools — the per-Schema.org-type handlers that turn a query into a specialized response (search, item_details, compare_items, ensemble, recipe_substitution, accompaniment, conversation_search, etc.). Covers `tools.xml`, the ToolSelector router, builtin handlers in `methods/`, writing a custom tool with a `<returnStruc>` contract, and disabling tool selection for raw retri