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.
Cloud-agnostic asynchronous messaging with abstract interfaces and implementations for NATS, RabbitMQ, and Google Pub/Sub.
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.
GOAT (Great Onchain Agent Toolkit) — 200+ protocol integrations across 30+ chains. Tool creation, framework adapters (AI SDK/LangChain/Eliza), DeFi actions (swap/bridge/transfer),…
Use when Godot code has tight coupling via get_node(), get_parent(), or direct references creating brittle dependencies.
Expert GDScript best practices including static typing (var x: int, func returns void), signal architecture (signal up call down), unique node access (%NodeName, @onready), script…
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.
Create a detailed technical implementation plan with architecture, data model, and contracts.
Design or audit Go application architecture, package boundaries, dependency direction, interfaces, adapters, repositories, services, HTTP handlers, concurrency boundaries, and…
Gold Architecture — справочник по проектированию Go-сервисов. Используй при создании новых сервисов и добавлении слоёв.
Guides agents to interactively discover customer requirements for live, bidirectional multi-agent AI systems that process continuous streams of multimodal data for real-time…
Build search systems informed by Google's internal architecture as revealed in the May 2024 API Content Warehouse leak.
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…
Understand the complete graph mode flow in lmdeploy+dlinfer, covering the runner architecture, buffer management, vendor differences, and common pitfalls.
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.
Post-ship documentation update. Reads all project docs, cross-references the diff, updates README/ARCHITECTURE/CONTRIBUTING/CLAUDE.md to match what shipped, polishes CHAN — from…
Eng manager-mode plan review. Lock in the execution plan — architecture, data flow, diagrams, edge cases, test coverage, performance.
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…
Create clear diagrams and visualizations for documentation, technical reports, and data analysis. Prefer D2 (with ELK layout) for architecture diagrams.
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,…
Use when 设计、审查或重构 cc-master / 类似项目的多 agent harness plugin adapter：新增或修复 host adapter、建立 N-host capability parity、判断 Track A / Track B、为跨 hooks/commands/skills/ccm 的能力建立 Capability…
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…
An Electric Monk engine — two subagents believe fully committed positions on the user's behalf while the orchestrator performs structural contradiction analysis and synthesis.
Use when the user types /prompts:hep-build, mentions @Hephaestus for build work, asks to create a single Agentlas agent, create a multi-agent team, or package an existing…
Umbrella for Hermes model/provider and media-generation configuration: Claude subscription auth/claude-cli lanes, Codex/OpenAI image generation defaults, Cloudflare image MCP,…
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.