Use when dcNess routes architecture-validator cross-review work to Codex before implementation or architecture PR merge to validate design contracts read-only.
일반 Kotlin data class를 DynamoDB DbItem 세트(data class, Converter, Repository)로 변환합니다. 키워드: DynamoDB, DbItem, DbConverter, DbRepository, ddbJoin, ddbSplit, PK/SK, GSI
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.
Use when modeling Domain-Driven Design concepts in a Ruby on Rails codebase. Covers Rails-first mapping of entities, aggregates, value objects, domain services, application…
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…
Standards de tests exhaustifs pour les bounded contexts DDD (Domain, Application, Integration). À utiliser lors de l'écriture de tests backend, tests unitaires, tests…
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.
DDE subordinate extension. C++ test design/execution workflow (CMake/CTest/gtest) with strict DDE write gating.
Deterministic cleanup of DDEV and Docker disk usage on OrbStack, Docker Desktop, or any Docker provider.
DuckDuckGo Lite를 이용한 웹 검색 방법. 일반 DuckDuckGo HTML 버전은 JavaScript 의존으로 빈 결과를 반환하므로 반드시 Lite 버전(lite.duckduckgo.com/lite/)을 사용해야 합니다.
Use when an agent needs to search the web, find images/news/videos/books, or extract content from a URL. Covers the ddgs Python library, CLI, and MCP server integration.
Designing Data-Intensive Applications (DDIA) distilled reference guide by Martin Kleppmann. MUST be loaded when: designing database schemas, choosing storage engines, implementing…
Analyze CenterTest Data-Driven Testing structure and generate a 15-sheet Excel report showing DC-to-Data relationships, code usage, test mappings, orphaned files, broken…
Use at the 交付 (delivery) station of DDT's 5-station spine, after 验证 station passes — produces README, deployment guide, demo script, and (via Plan 5 metrics layer) the AI…
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes — from dhslegen/disciplined-delivery-toolkit
Data-Driven Testing tools for CenterTest — validate DC references, diff xlsx test data, report unused codes, and convert xlsx for git.
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…
Remove duplicated code and tech debt by keeping code DRY. Use when asked to de-duplicate logic, extract shared utilities, or refactor repeated patterns ("keep code DRY", "remove…
Extract, filter, annotate, and export differential expression results from DESeq2 or edgeR. Use for identifying significant genes, applying multiple testing corrections — from…
Extract, filter, annotate, and export differential expression results from DESeq2 or edgeR. Use for identifying significant genes, applying multiple testing corrections — from…
Find and safely remove dead code: unreachable paths, unused exports, unused functions, unused variables, unused CSS selectors, unused npm/pip/cargo dependencies, unused env vars,…
Use when the user asks about unused code, cleanup, deleting files or exports, refactoring old areas, reducing bundle size, code hygiene, technical debt, or maintenance in a…
Detect unused/unreachable code in polyglot codebases (Python, TypeScript, Rust). TRIGGERS - dead code, unused functions, unused imports, unreachable code.
Use when removing, flagging, or evaluating any code that appears unused, unreferenced, or commented out — before deletion
Safely remove dead code left by agents or refactors. Use when deleting exports, unused files, or Chinese "删死代码", "unused", "安全删除". Evidence before delete.
Underwrites a named real-estate asset from raw rent roll and T12 through post-sale millage, CapEx reserve, DSCR, cash-on-cash, and IRR, then runs correlated…
Apply biotech deal structure frameworks including licensing economics, M&A valuation premiums, royalty rate benchmarks, milestone design principles, and option-based deal…
Scan a company or sector for deal-sourcing signals across 6 dimensions. Triggered by: "/venture-capital-intelligence:deal-sourcing-signals", "scan signals for X", "what signals is…
Query DeBank OpenAPI for wallet portfolios, token holdings, DeFi positions, and transaction history.
Dialectic thinking for code and architecture decisions — spawn thesis
Manage low-power Debian home server (laptop, closed) with 100% containerization, minimal energy footprint, and pristine host OS.
Debug 3D scene behavior by tracing scene graph structure, transforms, raycasting, decals, materials, camera logic, render loops, and WebGL lifecycle issues.
GitHub Actions のワークフロー実行エラーを調査し、原因を特定して解決策を提案する。「Actions エラー」「ワークフロー失敗」「CI が落ちた」「ビルド失敗」「テスト失敗」「Actions を調べて」「CI のエラーを見て」などで起動。失敗したジョブのログを分析し、具体的な修正方法を提示。 — from…
Systematic evidence-based debugging using runtime logs. Generates hypotheses, instruments code with NDJSON logs, guides reproduction, analyzes log evidence, and iterates until…
Strategies for debugging build failures, runtime errors, writing complete output files (ICS/JSON/config), and constraint satisfaction tasks.
Diagnose a Promaker managed site that is failing and try to fix it automatically — all in one flow. Resolves the site, pulls deployments + build logs + runtime logs via the…
Use when diagnosing Apex behavior with debug logs, choosing log levels, or replacing `System.debug` habits with structured production logging and async job monitoring.
Debug HTTP/network/API failures in mParticle Web SDK including fetch failed/fetch error/request failed/API call failed/endpoint not responding/401 unauthorized/403 forbidden/404…
Frontend-backend arasındaki API hatalarını (401, 403, 404, 500, CORS) sistematik olarak teşhis ve çözümler
Use when the user has finished building a mobile app, started it with `npm run dev`, and wants the running app monitored for runtime errors AND silent failures (empty lists, blank…
Build and test this repo with the CMake preset debug-asan (AddressSanitizer). Use when asked how to configure, build, run, or test with ASAN/debug builds in this project.
Assistência em debugging e troubleshooting de aplicações PHP/Laravel incluindo análise de stack traces, logs, erros de banco de dados, problemas de performance, memory leaks, e…
Use when UI state or returned content disappears, flashes, rolls back, saves but loses state, menus fail intermittently, or real browser behavior differs from tests in async…