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.
Full governance constitution for multi-agent or solo governed workflows. Load for any work that touches shared state, requires independent review, spans multiple seats, or…
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',…
Author an Architecture Decision Record for a new pattern, exception, or boundary change. Use when the user asks to write an ADR or invokes /govkit-adr-author.
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…
Design a complete GTM operating system — revenue model, data model, operating model, growth model, and GTM model per WbD's 6-model framework.
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…
Generate comprehensive technical documentation for developers taking over an AEM Edge Delivery Services project.
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.
Design and deploy headless / automated support systems — AI chatbots, Fin AI agents, knowledge base self-serve portals, ticket deflection strategies, automated triage, email…
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…
Downside protection and portfolio hedging frameworks — put protection strategies, tail risk hedging, the Taleb barbell, cross-asset hedging, currency hedging, and cost-benefit…
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.
Hexagonal architecture (ports & adapters) — dependencies point inward; domain declares ports, adapters implement them; domain never imports framework/DB/HTTP.
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…
Complete Hindsight documentation for AI agents. Use this to learn about Hindsight architecture, APIs, configuration, and best practices.
Core concepts for goal-driven agents - architecture, node types (event_loop, function), tool discovery, and workflow overview.
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…