Guidelines for exploring source code to understand context.

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Use when the what/why is unclear; output is a direction, not a solution.

When gathering requirements for new features or projects. Used by DISCOVERY-AGENT.

Workflow for project discovery phase

Use when planning and tracking work - creates visible, emergent work breakdown using TypeScript API with just-in-time planning and hierarchical task trees

Quick user-centric interview to capture requirements from a time-poor stakeholder.

Displays 0-based collection indices as 1-based numbers in WPF Slider controls. Use when showing user-friendly slice/page numbers while maintaining 0-based internal indexing.

Send prompts to a remote Claude instance on a VPS for distributed AI collaboration, different model backends, or independent context.

Advanced distributed event patterns for ABP microservices including idempotent handlers, cross-tenant events, event sourcing lite, and saga patterns. Use when: (1) implementing event handlers across services, (2) ensuring idempotent event processing, (3) cross-tenant event handling, (4) designing event-driven architectures.

Prevent race conditions across multiple instances. Only one instance can hold a lock at a time. Automatic expiration prevents deadlocks.

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Implement circuit breaker, retry, timeout, bulkhead, saga, outbox patterns.

Guides the user through distributing Tauri applications for Android, including Google Play Store submission, APK and AAB generation, build configuration, signing setup, and version management.

distrobox

Develop production-grade Django applications with models, views, ORM queries, authentication, and admin interfaces. Use when building web applications, managing databases with Django ORM, and implementing authentication systems.

Use when Django Class-Based Views for building modular, reusable views. Use when creating CRUD operations and complex view logic.

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Build production-ready web applications with Django MVC, ORM, authentication, and REST APIs

Use when Django ORM patterns with models, queries, and relationships. Use when building database-driven Django applications.

Master Django 5.x with async views, DRF, Celery, and Django

Use when Django REST Framework for building APIs with serializers, viewsets, and authentication. Use when creating RESTful APIs.

Initialize Django projects for HTTPS development with virtual environments and mkcert SSL certificates

Master Django-FixiPlug integration workflows. Learn how to build full-stack CRUD applications by orchestrating table, form, state, and fx-attribute plugins together. Essential for working with dj-fixi backends.

- RL with policy advice. Azar et al., ECML 2013.

dmc-py

Guidance for Golden Gate assembly primer design and DNA assembly tasks. This skill should be used when designing primers for Golden Gate cloning, Type IIS restriction enzyme assembly, or multi-fragment DNA assembly workflows. It covers overhang selection, primer structure, assembly simulation, and verification strategies.

Expert D&D 5th Edition (2014 PHB) character sheet manager and game master assistant. Use when creating characters, leveling up, calculating ability modifiers, managing spells, tracking hit points, updating equipment, applying class features, or answering rules questions about D&D 5e.

Guide for implementing sortable and droppable components using dnd-kit library. Use this skill when building React applications that require drag-and-drop functionality with both container reordering (useSortable) and item dropping (useDroppable) capabilities, such as Kanban boards, file management systems, or playlist editors.

Drag and drop implementation using DND Kit for reordering tune versions.

Manage D&D 5e combat encounters with turn-based mechanics, attack rolls, and HP tracking. This skill should be used when the user requests to start a combat encounter, fight a monster, enter the training arena, or engage in battle with their D&D character.

Retrieval-augmented generation (RAG) skill for the D&D 5e System Reference Document (SRD). Use when answering questions about D&D 5e core rules, spells, combat, equipment, conditions, monsters, and other SRD content. This skill provides agentic search-based access to the SRD split into page-range markdown files.

Expert skill for DNS protocol implementation, configuration, and service discovery

Neon serverless PostgreSQL 전문가 - auto-scaling, database branching, PITR, connection pooling 지원. serverless 앱에서 PostgreSQL 필요시 사용

Create Business Requirements Documents (BRD) following SDD methodology - Layer 1 artifact defining business needs and objectives

Auto-detects document type from file path or content with confidence scoring, trying path-based detection first then content analysis

This skill provides guidance for maintaining documentation consistency with implementation in the vscode-sidebar-terminal project. Use this skill when creating or updating documentation, verifying documentation accuracy, preparing releases, or when the codebase has changed and documentation may need updates. This skill should be used proactively after implementing features or bug fixes.

Actualiza documentación y skills usando el protocolo 'Non-Destructive Fusion'. Garantiza que el contenido previo se preserve.

Maintain documentation (sync, cleanup, update)

Create Product Requirements Documents (PRD) following SDD methodology - Layer 2 artifact defining product features and user needs

A SKILL.md file that defines a Claude Code skill with metadata, instructions, and examples

Create System Requirements (SYS) - Layer 6 artifact defining functional requirements and quality attributes

Docker containerization patterns for Node.js applications. Use when containerizing backend services.

Apply when containerizing applications: writing Dockerfiles, docker-compose configurations, and multi-stage builds.

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Use when configuring networks and service communication in Docker Compose including bridge networks, overlay networks, service discovery, and inter-service communication.

Container orchestration with Docker Compose for multi-container applications, networking, volumes, and production deployment

Setup docker-compose for Todo app services. Use for local dev environment.

Expert guide for creating Docker Compose configurations, Dockerfiles, and container orchestration. Use when containerizing applications, setting up development environments, or configuring multi-container deployments.