Large changes become difficult to test, review, and reverse. This skill divides implementation into focused slices with verification, commits, flags, and final checks.

Unstructured debugging causes repeated failures, wasted time, and fragile fixes. This skill provides a repeatable process for finding causes, validating fixes, and preventing regressions.

Static analysis cannot reveal every browser runtime problem. This skill uses Chrome DevTools MCP to inspect, diagnose, and verify real interface behavior.

Inconsistent interfaces create fragile integrations and costly breaking changes. This skill guides contract-first design, predictable errors, validation, compatibility, pagination, and reliable idempotency.

Saleor storefronts can fail when pricing, variants, permissions, checkout, and channel availability are misunderstood. This skill provides practical GraphQL patterns and troubleshooting guidance for reliable implementations.

Connecting external identity and payment providers to InsForge requires careful token, database, and protocol setup. This skill provides provider-specific implementation and verification guidance.

Local iOS infrastructure limits Maestro testing across development and CI environments. This skill guides remote setup, execution, diagnosis, artifact capture, and cleanup through Limrun.

React projects can hide security, performance, correctness, and architecture problems. This skill runs React Doctor and guides prioritized fixes using reported diagnostics.

Developers often maintain separate Node.js tools, scripts, and configuration for common workflows. This skill maps those workflows to Bun and explains Bun APIs for faster application development.

Manual test design and fragmented tools slow reliable releases. This skill plans, writes, runs, and reports automated, API, performance, and CI tests.

Complex systems require explicit boundaries, trade-offs, and operational constraints. This skill structures architecture analysis, diagrams, decisions, and documentation for review.

Search teams need reliable guidance across indexing, ranking, semantic retrieval, and evaluation. This skill provides practical workflows and examples for building and improving search systems.

Full-stack teams often lack a repeatable way to measure performance and locate bottlenecks. This skill provides testing workflows, diagnostic commands, optimization guidance, and report structures.

Payment teams need consistent designs for transactions, channels, reconciliation, security, and failure handling. This skill provides structured guidance, examples, and review checklists.

Mobile teams must coordinate platform architecture, tooling, testing, performance, and release requirements. This skill provides practical guidance and examples for native and cross-platform workflows.

Backend projects require consistent choices across APIs, databases, security, performance, and deployment. This skill provides structured workflows, checklists, commands, and FastAPI examples.

Las solicitudes de programación complejas suelen fallar cuando los siguientes pasos son vagos. Esta habilidad convierte los requisitos en planes claros con archivos, pruebas, comandos y traspasos de ejecución.

Los fallos de auditoría de contraste de Lighthouse pueden ocultar resultados accionables de SEO y accesibilidad. Esta skill ofrece comprobaciones enfocadas y patrones de corrección para problemas de contraste en CSS.

Agregar idiomas a un sitio Next.js puede romper el enrutamiento, el SEO y los archivos de traducción. Esta habilidad proporciona scripts, listas de verificación y referencias para un despliegue estructurado de i18n.

El código completado todavía necesita una ruta limpia hacia el flujo de trabajo principal. Esta skill guía las comprobaciones de pruebas, las decisiones de merge o pull request, y la limpieza de ramas con confirmación.