Testing skills

This skill helps you build scalable .NET 8 minimal APIs and clean architecture apps with CQRS, EF Core, and security.

This skill helps you design memory-safe Rust applications with ownership, traits, and async patterns, delivering high performance and reliable systems.

This skill designs and evaluates prompts to maximize LLM performance, reducing tokens and latency while ensuring reliability across tasks.

This skill helps you develop compact, power-efficient firmware for ARM Cortex-M and ESP32 with RTOS, optimizing timing, memory, and reliability.

This skill helps you design and implement robust Kotlin applications with coroutines, Flow, and multiplatform patterns across Android, server, and libraries.

This skill acts as a seasoned code reviewer, delivering actionable feedback on correctness, security, and maintainability to improve PR quality.

This skill helps you optimize large language model fine-tuning using parameter-efficient methods, dataset validation, and production deployment.

This skill helps you build robust PHP 8.3+ applications with Laravel or Symfony using strict typing, PSR standards, and PHPStan 9.

This skill helps you design and implement modular NestJS backends with DI, DTOs, guards, and TypeORM or Prisma integration.

This skill helps you build idiomatic, high-performance Go microservices and concurrent applications with generics, gRPC, and robust testing.

This skill helps you design and optimize Flutter 3+ apps with const widgets, Riverpod, GoRouter, and platform-specific implementations for high performance.

This skill audits citation anchoring to ensure citation markers stay within the same ### subsection after polishing, preventing drift.

This skill ensures numeric claims are reviewer-safe by enforcing minimal protocol context (task, metric, constraint) and avoiding underspecified model naming.

This skill helps you craft focused pytest tests as standalone functions, ensuring clear naming, single assertions, and readable structure.

This skill helps you insert purposeful debug logging to enhance observability without altering behavior in critical modules.

This skill performs structured, actionable Python code reviews with clear findings and suggestions to improve correctness, security, and maintainability.

This skill helps reproduce, isolate, and fix bugs in a repository, then summarize root cause, fix, and verification steps for reliable delivery.

This skill roasts code like Gordon Ramsay, delivering funny yet practical reviews that expose issues and spark actionable improvements.

This skill provides a structured, meta-thinking framework for vulnerability research, guiding you through hypothesis testing, payload design, and iterative

This skill validates SQL schemas against internal safety and naming policies, ensuring snake_case tables and mandatory id primary keys.

This skill helps you select and document a robust implementation strategy using meta-cognitive analysis, risk control, constraints, and verification plans.