NeoLabHQ

A comprehensive guide to prompt engineering patterns and best practices for working with LLMs. Covers techniques like few-shot learning, chain-of-thought prompting, template systems, and system prompt design, along with Anthropic's official agent prompting guidelines and persuasion principles for effective AI communication.

Kaizen is a development philosophy skill that guides continuous improvement practices. It teaches four core principles: incremental improvements over revolutionary changes, error-proofing through type systems and validation, following established patterns for consistency, and building only what's needed (YAGNI). The skill helps developers avoid over-engineering while maintaining quality through small, iterative improvements.

A comprehensive guide for quality-focused software development and architecture. It provides principles from Clean Architecture and Domain Driven Design, including code style rules, library-first approaches, naming conventions, and anti-patterns to avoid. This skill helps developers write maintainable, well-structured code.

Subagent-Driven Development is a workflow methodology for executing implementation plans by dispatching fresh subagents per task with code review between tasks. It supports sequential execution for coupled tasks, parallel execution for independent tasks, and parallel investigation for debugging multiple unrelated failures. The skill emphasizes maintaining code quality through review checkpoints while enabling fast iteration.

This skill provides comprehensive guidance for test-driven development (TDD), enforcing the discipline of writing failing tests before implementation code. It covers the complete red-green-refactor cycle, common rationalizations to avoid, testing anti-patterns like testing mock behavior, and verification checklists to ensure TDD compliance.