Gluegun CLI toolkit patterns for TypeScript-powered command-line apps. Use when building CLI tools, creating command structures, implementing template systems, filesystem…
GMailArchiver architecture, layer patterns, and component design. Use when working with cli, core, data, connectors, or shared layers, or understanding component dependencies.
Use when asked to measure, introduce, or improve Go project architecture quality. Applies modularity (coupling/cohesion) and testability (cognitive complexity, cyclomatic…
Designs implementation architecture following hexagonal patterns, produces TASKS.md and individual task-N.md files for the orchestrator to execute using red-green TDD.
Review Go project architecture: package structure, dependency direction, layering, separation of concerns, domain modeling, and module boundaries.
Bootstraps a new Go project from scratch with hexagonal architecture, testcontainers, CI pipeline, and the full skill/agent suite installed.
Go coding standards and style conventions grounded in Effective Go, Go Code Review Comments, and production-proven idioms.
Idiomatic Go design patterns: functional options, builder, factory, strategy, middleware chain, pub/sub, and other patterns adapted for Go's type system.
Write clean, maintainable Go code following Clean Architecture, dependency injection, and ChecklistApplication patterns.
Production-ready Go microservices patterns including Gin, Echo, gRPC, clean architecture, dependency injection, error handling, middleware, testing, Docker containerization,…
Advanced Go patterns — hexagonal architecture with full working examples, struct design (functional options, embedding), memory optimization, Go tooling (golangci-lint), Go 1.21+…
Define, review, and scaffold Go service directory structures using hexagonal (ports-and-adapters / “jexagonal”) architecture and Go best practices.
Use when Godot code has tight coupling via get_node(), get_parent(), or direct references creating brittle dependencies.
Use when you need to reorganize project folder structure, consolidate similar files, organize resources by type, and create a clean project architecture from current folder chaos.
Use when writing, reviewing, or troubleshooting Apex that risks hitting Salesforce governor limits. Triggers: 'too many SOQL queries', 'too many DML statements', 'CPU time limit',…
Implement Grammarly reference architecture with best-practice project layout. Use when designing new Grammarly integrations, reviewing project structure, or establishing…
Enterprise reference architecture for meeting management with Granola. Use when designing org-wide meeting workflows, planning integration topology, or architecting…
Create ASCII diagrams for markdown using graph-easy. TRIGGERS - ASCII diagram, graph-easy, architecture diagram, markdown diagram.
Navigate and understand codebase structure using the knowledge graph — stats, architecture overview, community modules, call relationships.
Reduce repository-reading token waste by navigating code through symbols, entrypoints, dependencies, changed files, and blast radius instead of broad whole-tree or whole-file…
Implement Groq reference architecture with model routing, streaming pipelines, and fallbacks. Use when designing new Groq integrations, reviewing project structure, or…
Build event-driven architectures with Groq streaming, batch processing, and async patterns. Use when setting up real-time SSE endpoints, batch processing pipelines, or…
Best practices for inter-group communication, knowledge sharing, and collaborative workflows in four-tier architecture
Comprehensive procedures for implementing and managing Myco's Grove multi-tenant architecture with request context management.
Analyzes existing codebases to understand structure, patterns, and technical debt. Produces ARCHITECTURE.md and STACK.md as systematic mapping documentation.
Build and scale partner ecosystems that drive revenue and platform adoption. Use when building partner programs from scratch, tiering partnerships, managing co-marketing, making…
Enterprise reference architecture for Guidewire InsuranceSuite Cloud deployments. Trigger: "guidewire reference architecture", "reference-architecture".
Implement Guidewire App Events and webhook integrations for event-driven architecture. Trigger: "guidewire webhooks events", "webhooks-events".
Audita implementação de Consent Mode v2, LGPD compliance, CMP e disparos indevidos de tags sem consentimento.
Designing high availability and disaster recovery strategies for Salesforce: Trust site monitoring, backup strategies, cross-region considerations, business continuity planning,…
Detect and prevent hallucinated technical decisions during feature work. Auto-trigger when suggesting technologies, frameworks, APIs, database schemas, or external services.
Verify dependency structure and architecture health for SDL3 HammerEngine. Detects circular dependencies, excessive coupling, layer violations, header bloat, and provides…
Use when the user needs embedded hardware architecture, MCU/SoC selection, power tree design, interface planning, sensor/actuator selection, RF/connectivity, BOM risk assessment,…
Harness Kit documentation — installation, plugin catalog, creating plugins, cross-harness setup, architecture, and FAQ.
Implement OpenAI Harness Engineering practices in any repository — AGENTS.md, PLANS.md, deterministic smoke/test/lint harness commands, strict architecture boundaries,…
Harness Engineering 第一阶段第二步：深度分析项目代码，填充 docs/ 知识库各文件的实质内容。 在 harness-step1-create-agents-md 创建好目录骨架之后使用。当用户说"填充文档内容"、 "完善 docs/ 文件"、"让文档有实质内容"、"分析项目写架构文档"、"写 ARCHITECTURE.md"、…
Product image search and high-precision download specialist. Multi-source aggregation (e-commerce APIs, image search, brand sites), SKU/JAN/UPC matching, perceptual-hash dedup,…
Review an Architecture Decision Record (ADR) in this repo for boundary discipline, charter compliance, and decision-ledger consistency.
Draft a new Architecture Decision Record (ADR) from a problem statement, set of options, or an accepted decision from DECISIONS.md that needs a formal ADR.
Initialise un projet vierge pour Heracles - crée la structure, constitution et architecture
Design components that provide logic and accessibility without prescribing UI styling.
Build headless UI hooks that encapsulate data fetching, state management, routing, and mutations without UI rendering. The presenter layer in MVP architecture.
iOS HealthKit data sync CLI commands and patterns. Use when working with healthsync CLI, fetching Apple Health data (steps, heart rate, sleep, workouts), pairing iOS devices over…
Web UI 3-panel cho AI agent — sessions, chat, file browser. Python + vanilla JS, không framework. Reference architecture cho YAMTAM IO web mode.
Review Hetzner Cloud infrastructure posture including Firewall inbound and outbound rules and server attachment, Load Balancer health check configuration and target pool design,…
Implement Hex reference architecture with best-practice project layout. Use when designing new Hex integrations, reviewing project structure, or establishing architecture…
Reviews code architecture for hexagonal patterns, checks dependency directions, and suggests improvements for ports and adapters separation.
Design, implement, and maintain applications using hexagonal architecture (ports and adapters). Use when (1) designing new systems requiring clear separation between domain logic…
Hexagonal architecture (ports & adapters) for Java Spring Boot. Package structure, port definitions, use case implementation, adapter patterns, and testing strategy.
Hexagonal architecture (ports & adapters) for TypeScript Node.js backends. Package structure, port definitions, use case implementation, adapter patterns, DI wiring, and testing…
Advanced Hexagonal Architecture anti-patterns for TypeScript — domain importing framework dependencies, use cases depending on concrete adapters, HTTP handlers bypassing use…
Query the local code graph (functions, classes, calls, imports) through the Deeplake mount at memory/graph/.
Advanced patterns for Hono-based Electron IPC including CQRS, Zod validation, error handling, and reactive data with RxJS.
Set up Hono-based type-safe IPC architecture for Electron applications. Use when implementing IPC communication, creating routes between main and renderer processes, or migrating…
Design hook-based event systems for ADW observability. Use when implementing real-time event broadcasting, creating hook pipelines, or building agent activity monitoring.
Use when reasoning about React Hooks as a discipline: when a render is the right shape for state, why the Rules of Hooks exist as a compile-time invariant, how the dependency…
Implement Hootsuite reference architecture with best-practice project layout. Use when designing new Hootsuite integrations, reviewing project structure, or establishing…
HR Intelligence vertical — 6 sub-systems composed into a sovereign domain sub-stack. Loaded when working on hiring, performance, training, culture, talent, or org architecture…
Analyze an HR operations system for headcount planning effectiveness, attrition pattern detection, compensation benchmarking accuracy, workforce analytics maturity, and onboarding…
Build dynamic web interfaces with htmx using hypermedia-driven patterns for partial page updates, lazy loading, infinite scroll, and server-sent events without writing JavaScript.