workflow-discipline
Maintain incremental delivery, fail-fast behavior, and structured communication. Use when workflow discipline guidance is required.
Maintain incremental delivery, fail-fast behavior, and structured communication. Use when workflow discipline guidance is required.
John Ousterhout's "A Philosophy of Software Design" principles for evaluating code complexity. Reference material for code review and architecture analysis.
MCP (Model Context Protocol) server build and evaluation guide, including local conventions for tool surfaces, config, and testing
Work with Bassline: a programming environment for reflexive distributed systems. Use Bassline when you want to make p2p connections with a simple API, build propagation networks, use a TCL with state serialization or manage agents in distributed settings.
MCP server development patterns including Zod schema design, error handling, logging, response format, and testing strategies. Use when developing or contributing to @youdotcom-oss/mcp package.
Routes to security architecture skills - threat modeling, controls, compliance, authorization
Go concurrency patterns for production services: context cancellation, errgroup, worker pools, bounded parallelism, fan-in/fan-out, and common race/deadlock pitfalls
This skill should be used when scaffolding complex concepts for learners. It applies cognitive load architecture principles to break down concepts into digestible pieces while respecting learning science limits.
Modern CI/CD best practices for SQL Server database development with tSQLt, state-based deployment, and 2025 patterns
Génère une entité Doctrine avec repository selon principes Elegant Objects
CQRS and Event Sourcing patterns for scalable, auditable systems with separated read/write models. Use when building audit-required systems, implementing temporal queries, or designing high-scale applications with complex domain logic.
Development guide for @rytass/logistics base package (物流基底套件開發指南). Use when creating new logistics adapters (新增物流 adapter), understanding base interfaces, or extending logistics functionality. Covers LogisticsService, LogisticsInterface, error handling patterns for Taiwan logistics providers. Keywords: logistics adapter, 物流 adapter, 開發指南, CTC, TCAT, 宅配, shipping, delivery
Core architecture of MoFA Studio: plugin system, shell/app boundaries, state coordination, theme and dark mode, and timer/event lifecycles. Use when changing architecture, refactoring, or adding cross-cutting behavior.
Core engineering standards during implementation. Use when implementing features, writing production code, or when user mentions error handling, constants management, progress logging, or code quality standards.
Event-driven architecture patterns with event sourcing, CQRS, and message-driven communication. Use when designing distributed systems, microservices communication, or systems requiring eventual consistency and scalability.
Bootstrap, maintain, and evolve context networks across their full lifecycle. Use when starting a new project, when existing documentation feels scattered, or when agent effectiveness degrades due to missing context.
Guidelines for implementing tasks safely in parallel execution. Use when working on a task in Ralph parallel mode to avoid conflicts. Triggers on: implement task safely, parallel mode, avoid conflicts.
Manage multi-level story synchronization. Use when changes at one abstraction level (pitch, structure, scenes, entities, prose) need to propagate to others, or when story elements feel inconsistent across levels.
Router for systems thinking methodology - patterns, leverage points, archetypes, stocks-flows, causal loops, BOT graphs
Comprehensive microservices architecture patterns covering service decomposition, communication, data management, and resilience strategies. Use when designing distributed systems, breaking down monoliths, or implementing service-to-service communication.
Configure ros_gz_bridge to connect Gazebo topics with ROS 2 for closed-loop control
ANTI-PATTERN - Example showing violations of self-containment (DO NOT COPY)
Python asyncio and concurrent programming patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-blocking operations.