Apply these opinionated C# conventions when writing C#/.NET 8+ code: modern C# 12 (records, primary constructors, pattern matching), ASP.NET Core minimal and controller APIs,…
Technical leadership guidance for engineering teams, architecture decisions, and technology strategy.
Technical leadership guidance for engineering teams, architecture decisions, and technology strategy.
Technical leadership guidance for engineering teams, architecture decisions, and technology strategy.
Technical leadership guidance for engineering teams, architecture decisions, and technology strategy.
Expert methodology for making and documenting critical architectural decisions using ADRs, trade-off analysis, migration planning, and technical debt management.
Perform deep, expert-level codebase and architecture audits to identify technical strengths, weaknesses, risks, and opportunities.
Technical architecture review agent for execution plans. Uses cto-advisor skill to evaluate technical decisions, architecture patterns, tech debt implications, and technology…
Architecture rules and validation patterns for Claude Code marketplace components ensuring self-contained skills, proper skill usage, and clean reference patterns
Write measurable learning objectives using Bloom's Taxonomy and design curriculum architecture with scope, sequence, and assessment blueprints.
Use for token-expensive operations requiring multi-file analysis - codebase exploration, broad searches, architecture understanding, tracing flows, finding implementations across…
Guide to using Convex components for feature encapsulation. Learn about sibling components, creating your own, and when to use components vs monolithic code.
Plugin architecture specialist. Use when deciding the right component mix, structure, and metadata for a new Cursor plugin.
Use for \"how does X work\", code walkthroughs before changing something, and placement / ownership / layering questions (\"where should this live\", \"which package owns this\",…
Apply during planned rewrites and migrations with explicit phase boundaries. Converge on the target architecture; don't preserve smooth intermediate states with throwaway — from…
Reference architecture for Cursor IDE projects: directory structure, rules organization, indexing strategy, and team configuration patterns.
Building custom CRM systems with careful architecture planning, database design, core features including contact management, deal pipeline, activity tracking, and implementation…
Use when creating, assigning, or checking custom permissions to control feature access beyond CRUD and FLS.
Customer advocacy program design - advocate identification, reference orchestration, case study pipeline, community amplification, and influence-to-revenue attribution.
Implement Customer.io enterprise reference architecture. Use when designing integration layers, event-driven architectures, or enterprise-grade Customer.io setups.
Use when adding, modifying, optimizing, or debugging CuTile autotuning code. Trigger signals: `exhaustive_search` / `replace_hints` / `hints_fn` / `cuda.tile.tune` in cod — from…
Best practices for object detection tasks. Use when working on COCO, VOC, or detection architectures like YOLO and DETR.
Agent system taxonomy (A/B/C/D) based on capabilities - Type A (pure AI), Type B (AI+database context), Type C (AI+web grounding), Type D (AI+database+web).
Overview of Clojure + Google ADK + Vertex AI development environment. Comprehensive lab for building production AI agents using Clojure as primary language, integrating Google ADK…
Create and adapt Dynamic Agentic Architecture agents that learn and evolve
Expert on building decentralized applications with Shelby Protocol storage on Aptos. Helps with dApp architecture, wallet integration (Petra), browser SDK usage, React/Vue…
Integrate Dapr building blocks for event-driven microservices - Pub/Sub, State Management, Secrets, Service Invocation, and Jobs API.
Expert in building distributed systems using Dapr. Use this for implementing pub/sub, state management, jobs, and secrets abstraction.
Use when implementing dark mode — prefers-color-scheme detection, theme persistence, flash-of-unstyled-theme prevention, color token mirroring, image and asset variants, and meta…
Hybrid cognitive architecture combining Darwinian evolution with Gödel Machine self-improvement for maximum reasoning power.
Use to decide where an admin dashboard lives — inside the customer web app, as a route group, as a separate application, or in a separate repository — weighing user roles,…
Next.js dashboard patterns including chat-first UI, D3.js visualizations, and API proxy architecture
Use to plan dashboard data tables — server-side vs client-side pagination/sorting/filtering by data size, column architecture, virtualization for large sets, row selection for…
Review or assess a data architecture, data model, or data platform design. Evaluates six data-specific quality attributes (DAMA-DMBOK aligned), topology choice, data contracts,…
Single source of truth patterns, facts.ts structure, type safety, and data helper functions. Use when working with project data or adding new facts.
Use when designing or evaluating a Data Cloud implementation architecture — covering data lake strategy (DSO/DLO/DMO layers), identity resolution rule design, activation target…
Use when choosing or explaining how Salesforce Data Cloud (Data 360) and CRM Analytics (Tableau CRM / Einstein Analytics) fit together versus overlap — unified data platform vs…
LobeHub data-fetching pipeline guide. Use for service layer, Zustand store, SWR, lambdaClient, useClientDataSWR, useFetchXxx hooks, or migrating useEffect fetches.
Use when planning, reviewing, or troubleshooting Salesforce data imports, migrations, and bulk updates.
Database schema design and data modeling patterns including normalization principles (1NF-5NF), denormalization trade-offs, entity relationship design, indexing strategies, schema…
Guide Blumark24 OS data storage decisions, tenant-bound data, sensitive-data handling, and avoiding localStorage for business data.
Use when designing databases for data-heavy applications, making schema decisions for performance, choosing between normalization and denormalization, selecting storage/indexing…
Expert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database architectures.
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.
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.
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.
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…