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.
Use when assessing codebase architecture and you feel pressure to soften critique, lead with strengths, or frame problems diplomatically - provides evidence-based critical assessment resisting relationship and economic pressures
Elixir system design patterns, context boundaries, and scalable architecture for distributed applications
Use this skill when implementing domain entities and their properties in .NET.
Resiliency Engineering, Failure Domains, and Structured Logging
Guide for quality focused software architecture. This skill should be used when users want to write code, design architecture, analyze code, in any case that relates to software development.
Deep expertise in the Gravito Enterprise MVC architecture (Laravel-inspired). Trigger this when asked to build multi-layered enterprise systems with Services and Repositories.
Frontend architecture patterns for React apps (React Router 7, TanStack Query). Use when planning features, defining routes, data strategies, and component gaps.
Feature-Sliced Design architecture specialist
Refactor IC10 code for clarity and structure. Use when user wants to reorganize code, apply design patterns, improve naming, or make code more maintainable without changing functionality.
Implement robust error handling with user-friendly messages, specific exception types, centralized error handling, graceful degradation, and proper resource cleanup. Use this skill when implementing try-catch blocks, error boundaries, exception handling, or error recovery logic. When working with API error responses, validation errors, or external service failures. When adding error logging, retry strategies, or fallback mechanisms. This skill applies to all code files that handle errors, exceptions, or failure scenarios in any programming language including `.js`, `.ts`, `.py`, `.rb`, `.java`, `.go`, `.php`, and others.
Type-safe patterns using Result types, discriminated unions, and exhaustive matching. Reference for implementing immutable, type-safe core logic without exceptions.
Structured approach to deprecating features, APIs, and systems with clear timelines and migration paths.
Senior principal engineer for Raamattu Nyt codebase. Use when: (1) Implementing features with architectural implications (Cinema Reader, search UX, audio) (2) Refactoring prototypes into production-grade components (3) Reviewing PRs for architecture, UX, and cinema constraints (4) Designing typed APIs that age well (5) Deciding what NOT to build yet (6) Challenging abstractions or spotting future maintenance issues Triggers: "code review", "architecture decision", "should this be", "is this portable", "design review", "principal review", "future-proof"
Apply object-oriented design principles (SOLID/GRASP) when writing or reviewing code in this TypeScript + Next.js codebase. Use when designing/refactoring services, libraries, domain models, and module boundaries; triggers on high coupling, low cohesion, duplicated business rules, and unclear responsibilities.
Automated content discovery workflow for scanning multiple data sources (ArXiv, GitHub, HuggingFace), applying AI-powered semantic filtering and deduplication, analyzing content quality, downloading images, and publishing to multiple channels (Hexo blog, Telegram, Discord). Use this skill when: - Executing /discover command with task configurations - Scanning academic papers from ArXiv (via MCP or WebSearch) - Finding GitHub repositories or HuggingFace models - Applying semantic AI filtering to avoid duplicate content - Generating high-quality Chinese summaries and insights - Publishing structured content with metadata tracking This skill handles the complete end-to-end discovery pipeline including data source detection, content filtering, quality validation, image extraction, and multi-channel publishing.
Guide for implementing DDD Aggregate Roots with rich domain models, validation, domain events, and exhaustive tests. Use when creating or modifying aggregates.
Orchestrator skill for realizing approved Architecture Decision Records (ADR). Representative use cases include (1) Decomposing approved ADRs into specific diagramming tasks (Issues) for visualization, (2) Managing the integration of distributed drafting results into a cohesive architectural map, and (3) Preparing the finalized architectural state as a prerequisite for detailed specification (spec-creation).
【最優先】コンテクストを超える永続記憶。セッション開始時に必ず過去を呼び起こし、重要な決定は必ず刻む。
Habilidad para desarrollar soluciones empresariales en Odoo siguiendo arquitectura modular, buenas prácticas oficiales, testing y CI/CD.
Error handling patterns for this project. Uses neverthrow for new code, custom Result type for legacy. Includes retry logic, parallel execution, and circuit breaker integration. Triggers on "error handling", "Result type", "neverthrow", "ok", "err", "retry".
Tier 0 decision principles - load always. Defines how we think and decide.
