MANDATORY when designing schemas, writing migrations, creating indexes, or making architectural database decisions - enforces PostgreSQL 18 best practices including AIO — from…
Implement database sharding for horizontal scalability. Use when scaling large databases, distributing data across multiple servers, or designing sharded architectures.
Master database design (SQL, NoSQL), system architecture, API design (REST, GraphQL), and building scalable systems.
Use when you have NMR dataset metadata (cache-file flag, total point count, block layout configuration) and need to select an appropriate storage backend that balances memory…
Split a monolithic DayZ types.xml into 18 categorized files (ammo, weapons, vehicles, food, clothes, etc.) and auto-update cfgeconomycore.xml with the new file references.
Expert database architecture including schema design, partitioning, replication, and performance optimization
Use when dcNess routes architecture-validator cross-review work to Codex before implementation or architecture PR merge to validate design contracts read-only.
Use for DDD aggregate design, implementation, refactoring, or review. Covers aggregate boundaries, aggregate roots, true invariants, immutable updates, ID references, eventual…
Use this agent when you need expert guidance on Domain-Driven Design including bounded contexts, context mapping, and aggregate design.
Provides comprehensive guidance for Domain-Driven Design (DDD) concepts, strategic design, tactical design, and architecture patterns.
Domain-Driven Design guidance for modeling complex domains. Use when designing Bounded Contexts or Subdomains, discovering Aggregate boundaries from invariants and transactions,…
Full-project DDD compliance audit — scans ALL Java files against every DDD layer rule. Use for architecture reviews, onboarding, and pre-release checks.
Strategic and Tactical expertise in Gravito DDD. Trigger this for complex domains requiring Bounded Contexts, Aggregates, and Event-Driven architecture.
Use when planning a DDD implementation flow that starts from the domain model and tests before infrastructure.
Domain-Driven Design 기획 및 설계 전문 skill. 프로젝트 도메인 분석, Bounded Context 정의, Aggregate 설계, Context Mapping, Event Storming, Ubiquitous Language 정의 등 DDD 전체 프로세스를 지원합니다.
ACTIVATE when designing the domain layer in OOP languages — bounded contexts, aggregates, value objects, layer purity, ports/adapters, dependency direction.
Domain-Driven Design tactical patterns for Python — entities, value objects, aggregates, repositories, domain events, and application services using dataclasses and Pydantic.
Analyzes and refactors code using Domain-Driven Design principles. Use when refactoring domain models, identifying DDD anti-patterns, improving domain clarity, or applying…
Use when deciding where repository interfaces and implementations belong in layered, Clean Architecture, or DDD projects.
Detects anemic domain models, validates and refactors them into rich domain models, and enforces tactical DDD patterns (Entities, Value Objects, Aggregates, Domain Servic — from…
Enseña Domain-Driven Design y Clean Architecture de forma guiada usando Goca CLI. Actívar cuando el usuario pregunte "aprender DDD", "como usar Goca", "enseñame Clean…
ACTIVATE when modeling DDD aggregates and domain logic in TypeScript using functional patterns. ACTIVATE for 'aggregate', 'smart constructor', 'make*', 'validation pipeline',…
Domain-Driven Design tactical patterns for TypeScript. Value Objects, Entities, Aggregates, Domain Services, Domain Events, Ubiquitous Language, and Bounded Contexts.
Use when a Ruby on Rails feature, bug, or architecture discussion has fuzzy business terminology and you need shared vocabulary.
Validate DDD architecture compliance including layer separation, dependency rules, and patterns. Use when validating context before commit, checking new features, reviewing…
A comprehensive skill for creating new ddd4j (Domain-Driven Design for Java) projects based on ddd4j-boot framework.
Records an architecture or design decision as an ADR (Architecture Decision Record). Captures the context, the options considered, the decision taken and its consequences.
Validates that the code follows the project's architecture decisions and conventions. An advisory check, not a gate: the graph carries no `arch` condition, so it reports and the…
Apply biotech deal structure frameworks including licensing economics, M&A valuation premiums, royalty rate benchmarks, milestone design principles, and option-based deal…
Dialectic thinking for code and architecture decisions — spawn thesis
Record or list architectural decisions and active migrations in `.claude/rules/architecture.md`. 管理架構決策與遷移記錄。 Use when: record a decision, add a decision, add a migration,…
MUST consider using when: (1) presenting 2+ technical approaches, (2) listing pros/cons of options, (3) user asks 'which should I choose', (4) architecture/technology decisions,…
Compare current architecture work against discovered ADRs and decisions to find conflicts, drift, missing alignment, superseded assumptions, forbidden paths, and decisions needing…
Decision-making methodologies, scoring frameworks, and planning strategies for Group 2 agents in four-tier architecture
Structured decision-making patterns for common engineering choices — library selection, architecture, build vs buy, prioritization, reversibility analysis, and ADRs.
Author and track Architecture Decision Records. Routed to when the user invokes /adr to record a new decision or /adr-status to list ADR health.
Build professional, themed PowerPoint decks from Markdown via LLM-generated pptxgenjs JavaScript. Uses modular per-slide architecture for all decks.
Architect recursive system and task decomposition for large-scale multi-agent architectures (100+ files, 50K+ tokens), DAG dependency trees, disk-backed persistent planning…
Use after writing-plans to decompose monolithic plan into individual task files and identify tasks that can run in parallel (up to 2 subagents simultaneously)
Use when dealing with complex systems that need simplification, identifying bottlenecks or critical failure points, redesigning architecture or processes for better performance,…
Deep codebase analysis: read and analyze an entire software project's source to understand architecture, communication, design patterns, and business flows.
Find deepening opportunities in a codebase, surfacing architectural friction and proposing refactors that turn shallow modules into deep ones.
Implementation of the Dynamic Ethical Entity Personality (D.E.E.P.) v2 Framework. The cognitive architecture for agentic sovereignty and partnership.
Deep technical documentation generation workflow using zen mcp's clink and docgen tools. First uses clink to launch gemini CLI in WSL for code analysis, then uses docgen for…
Deep directory traversal, dependency analysis, env var discovery, and architecture summarization. Returns partial JSON for the parent scanner to assemble.
Guides architectural decisions for Deep Agents applications. Use when deciding between Deep Agents vs alternatives, choosing backend strategies, designing subagent systems, or…
Use only when a developer explicitly asks to clean, prune, tidy, or organize DeepChat SDD documentation after implementation and validation.
Surface architectural deepening opportunities — find shallow modules and refactor them into deep ones using precise vocabulary (module, seam, adapter, depth, leverage, locality).
Implement Deepgram reference architecture for scalable transcription systems. Use when designing transcription pipelines, building production architectures, or planning Deepgram…
Generates folder structures, module contracts, middleware pipelines, and frontend/backend boundaries for TypeScript full-stack applications.
Use when starting an initiative or when the request names a vague quality ("make it scalable / fast / secure / robust") with no bar — derive and RANK the architecture…
Turns validated specs into an executable delivery plan: vertical-slice milestones, risks, rollback, then an atomic task graph with AC IDs.
Analyzes a Delphi / Object Pascal codebase to extract unit-level `uses` dependencies. Use when the user uploads a zip / archive of a Delphi project (or a folder of .pas / .dpr /…
Use before implementing, scaffolding, prototyping, or adding a feature when the work should start with the smallest useful code path, avoid speculative architecture, or prevent…
Domain-Driven Design patterns and architecture for Deno TypeScript applications. Use when building complex business logic, implementing bounded contexts, or structuring…
Use when designing or auditing dependency structure: package boundaries, runtime vs build dependencies, adapter layers, duplicate-purpose libraries, supply-chain risk, upgrade…
Design and implement Azure cloud architectures using best practices for compute, storage, databases, AI services, networking, and governance.
Diagnose and fix Deptrac architectural violations automatically. Use when Deptrac reports dependency violations, layers are incorrectly coupled, or when refactoring code to…
Generate an onboarding-level summary of a codebase for new developers, including architecture, patterns, and key entry points
Raw, anti-design aesthetic inspired by concrete architecture with unadorned elements, jarring layouts, and functional minimalism.