magento-ai-toolkit

Autonomously diagnose Magento 2 cron problems — jobs missed, stuck running, error spikes, cron_schedule bloat, consumer-runner not draining queues, distributed-cron contention — and scaffold new cron jobs (crontab.xml + handler, optional admin-editable schedule). Produces a Cron Report with environment, root cause, fix, and verification.

Autonomously diagnose Magento 2 catalog search problems — missing products, 0 results, wrong relevance, stuck reindex, cluster red/yellow, disk-watermark read-only — and advise on ES 7 → ES 8 or ES 7 → OpenSearch migrations. Produces a Search Report with engine, version, cluster health, root cause, fix, and verification.

Autonomously diagnose Magento 2 slow queries, missing indexes, deadlocks, and N+1 patterns; propose db_schema.xml changes with whitelist regeneration; assess online-DDL feasibility per engine (MySQL 8 vs MariaDB). Produces a SQL Report with root cause, proposed index/rewrite, schema diff, and verification plan.

Configure, diagnose, and tune Magento 2 cron — crontab.xml, cron_groups.xml, the cron_schedule lifecycle, consumer-runner, distributed-cron, and Adobe Commerce Cloud crons. Use when scheduling jobs, debugging stuck/missed runs, or tuning history retention.

Configure and tune Magento 2 catalog search across Elasticsearch 7.x, Elasticsearch 8.x, and OpenSearch 1.x/2.x. Covers env.php per-engine and per-provider (AWS OpenSearch Service, Elastic Cloud, self-host), searchable attributes, aliases, synonyms, stop words, query templates, relevance diagnosis via _search?explain=true, and engine migration decisions.

Write safe, fast SQL in Magento 2 — Select builder, placeholders, batch ops, transactions, composite indexes, db_schema.xml best practices, whitelist, and MySQL 8 / MariaDB features (INSTANT DDL, invisible/functional indexes, histograms). Use when writing queries, designing indexes, diagnosing slow reads, or editing db_schema.xml.

Autonomously diagnose Magento 2 message queue problems — backlog growth, stuck consumers, broker connectivity, DLQ overflow — and scaffold new queues (communication, topology, consumer, publisher) from a specification. Produces an AMQP Report with root cause and fix.

Autonomously diagnose Magento 2 cache issues — FPC bypass, Redis pressure, stale blocks, and invalidation failures — and scaffold custom cache types. Produces a Cache Report with root cause and fix.

Autonomously diagnose Magento 2 indexer issues, fix invalid or stuck indexers, and scaffold custom indexers from a spec — reads indexer state, mview changelog, and DB schema to produce a concrete fix or implementation plan.

Configure Magento 2 message queues with AMQP (RabbitMQ, AmazonMQ), DB adapter, and all four required XML files. Use when building async processing, bulk operations, or decoupled architectures.

Build and manage custom Magento 2 cache types using TagScope, cache.xml, and cache tags. Use when creating cacheable data structures, custom cache identifiers, or diagnosing cache invalidation issues.

Build custom Magento 2 indexers with ActionInterface, indexer.xml, and mview.xml for full and incremental reindexing. Use when creating flat tables, denormalized data, or custom index structures.

Autonomously generate a complete Magento 2 REST or GraphQL API from a plain-language spec — service contracts, repository, webapi.xml, and GraphQL schema with resolvers.

Autonomously diagnose Magento 2 bugs from a symptom or error — reads logs, checks system state, identifies root cause, and produces a concrete fix plan.

Autonomously review Magento 2 module code against coding standards, architectural rules, and security requirements. Produces a severity-rated findings report.

Autonomously validate environment state and execute a safe Magento 2 deployment with correct command order and confirmation gates before destructive steps.

Autonomously generate a complete, production-ready Magento 2 module from a plain-language spec — all files, directory structure, service contracts, and database schema.

Autonomously audit a Magento 2 store performance across all 8 layers: cache, indexers, Redis, OpenSearch, database, PHP/OPcache, static assets, and queues.

Create Magento 2 REST and GraphQL API endpoints following service contract patterns. Use when building APIs, webapi.xml routes, or GraphQL resolvers.

Scaffold custom Magento 2 CLI commands with arguments, options, progress bars, and area-aware execution. Use when creating bin/magento commands.

Create or modify Magento 2 declarative database schemas and the Model/ResourceModel/Collection pattern. Use when creating tables, models, or database migrations.

Diagnose and fix Magento 2 issues from a symptom or error. Use when debugging white pages, 500 errors, performance issues, or unexpected behaviour.

Guide safe Magento 2 deployments with correct command order and minimal downtime. Use when planning or executing a Magento 2 deployment.

Build Hyva theme templates, Alpine.js components, Tailwind CSS styles, and View Models for Magento 2. Use when developing frontend for Hyva-based Magento stores.

Configure and troubleshoot Magento 2 infrastructure: Redis, RabbitMQ, and OpenSearch/Elasticsearch. Use when setting up or debugging cache, queues, or search.

Create Magento 2 event observers to react to system events without modifying core code. Use when responding to events like catalog_product_save_after.

Create Magento 2 plugins (interceptors) to modify core or third-party method behaviour without editing vendor code. Use when intercepting methods or adding before/after/around logic.

Generate Magento 2 unit and integration tests using PHPUnit. Use when writing tests for models, services, plugins, or observers.