OC Pipeline needs reliable software development standards for federal-grade construction management. This skill ensures every code deliverable meets top 1% quality standards with NIST compliance and production-readiness.

Writing backend tests without standards leads to inconsistent coverage and slow execution. This skill provides test helper selection guides, Fixture Monkey patterns, and proven JUnit 5, AssertJ, and Mockito templates for fast, reliable tests.

JSON syntax errors cause bugs and integration failures. This skill validates JSON structure, fixes common errors like trailing commas and unquoted keys, and formats data cleanly.

Inconsistent database code causes bugs and maintenance issues. This skill provides Allra backend coding standards for JPA entities, QueryDSL queries, and transaction management to ensure consistency.

This skill provides standardized API design guidelines for Java Spring Boot developers. It defines consistent package structures, DTO naming conventions, and REST endpoint patterns to ensure uniformity across backend projects.

AllayMC plugin development requires specific knowledge of API structure, Gradle configuration, and Java patterns. This skill provides step-by-step guidance using official templates. Developers can quickly create, configure, and troubleshoot plugins without searching through scattered resources.

Writing tests after code leads to incomplete coverage and technical debt. This skill enforces TDD discipline by guiding you through red-green-refactor cycles with intelligent test generation and coverage analysis.

Quality assurance requires significant time to design test strategies and maintain test suites. This skill provides automated test generation, coverage analysis, and E2E scaffolding to accelerate QA workflows while ensuring comprehensive test coverage for React, Next.js, and Node.js applications.

Building complete web applications requires coordinating multiple frameworks, databases, and DevOps tools. This skill provides automated scaffolding, code quality analysis, and architecture patterns so developers can focus on business logic instead of project setup.

Frontend development requires managing component architecture, performance optimization, and code organization at scale. This skill provides automated tooling and best practices for building production-ready React applications with TypeScript, Next.js, and Tailwind CSS.

Design and implement production-ready backend systems with automated tools for API scaffolding, database optimization, and performance tuning. The skill includes three CLI tools and comprehensive reference guides for Node.js, Python, Go, PostgreSQL, GraphQL, and REST APIs.

Design complex software systems with confidence. Get automated architecture diagrams, dependency analysis, and technology recommendations based on your specific requirements and constraints.

Manual code reviews are time-consuming and inconsistent. This skill provides automated code analysis, security vulnerability detection, and standardized checklists across TypeScript, JavaScript, Python, Swift, Kotlin, and Go projects.

Command palettes need careful keyboard handling and scroll behavior to feel responsive. This skill provides battle-tested patterns for arrow navigation, scroll-into-view, shortcut matching, and preventing infinite re-renders.

Creating Claude Code agents requires understanding proper file structure, frontmatter syntax, and validation rules. This skill provides expert guidance to build agents that activate correctly and follow best practices for tool access, persona definition, and schema compliance.

Schema evolution in distributed systems requires careful validation and backward compatibility. This skill helps you extend AFI Protocol signal schemas while maintaining type safety and generating proper validation code.

Writing reliable unit tests is challenging without clear patterns. This skill provides AI-optimized Vitest guidance with F.I.R.S.T principles, AAA pattern structure, black box testing strategy, and comprehensive examples for mocks, async code, and error scenarios.

Code review practices vary widely between teams, causing inconsistent feedback, slow turnaround, and friction. This skill provides battle-tested workflows, checklists, and classification systems that help teams review faster while catching more issues.

AI code generation often produces inconsistent or poorly structured code when projects lack clear architectural guidance. This skill provides proven architecture patterns that give AI assistants clear boundaries and consistent structures, resulting in code that is easier to maintain, test, and extend.

Supabase database navigation is complex. This skill provides instant access to table relationships, query patterns, and type definitions for your project. Save time searching through migrations and documentation.