Generate multiple diverse solutions in parallel and select the best. Use for architecture decisions, code generation with multiple valid approaches, or creative tasks where…
Use when designing enterprise systems, applying TOGAF framework, creating capability maps, implementing domain-driven design, or planning technology transformations - covers ADM…
Complete guide for enterprise architecture patterns including domain-driven design, event sourcing, CQRS, saga patterns, API gateway, service mesh, and scalability
Understanding and maintaining the development environments for this thesis project. Use for environment architecture, troubleshooting, or modifying environment setup.
EO Tech Architect Engine v2 — Phase 4 skill. Reads business brain (1-ProjectBrain/) and GTM assets (2-GTM/output/), asks 5-8 clarifying questions on tech preferences, tea — from…
Use when authoring any artifact that makes claims — skill content, documentation, audit findings, architecture proposals, code review comments.
Use when you have validated symmetry groups and need to design neural network architecture that respects those symmetries.
Use when user needs complex error pattern analysis, distributed system debugging, error correlation, root cause discovery, or predictive error prevention across microservices.
Query and analyze electrical schematics from ESCL files. Use when user has an ESCL file and wants to ask technical questions about the machine, trace power supply chains, find…
Manages practice rules. Use when user states a preference or approach, or asks to add/modify rules for coding, architecture, tooling, or best practices.
Curated bundle for the full essay lifecycle from writing through multi-platform distribution. Includes publishing pipeline, creative writing craft, content distribution strategy,…
Use when user references architecture principles, at start of fresh conversation with design work, before creating any requirements/design/implementation documents, or when…
Assess an open-source agent framework for investment readiness by evaluating community health, supersession risk, architecture alignment, and governance sustainability.
Evaluates AI coding agent platforms across five structural dimensions — execution philosophy, state and memory, context management, tool integration, and multi-agent architecture…
Help users evaluate emerging technologies. Use when someone is assessing new tools, making build vs buy decisions, evaluating AI vendors, or deciding on technical architecture.
Event-driven architecture reference — event sourcing, pub/sub, CQRS, event buses, and stream processing.
Conception d'architectures événementielles avec messaging et event sourcing. Se déclenche avec "event driven", "événementiel", "RabbitMQ", "Kafka", "event sourcing", "CQR — from…
Design event-driven architectures using Kafka, RabbitMQ, event sourcing, CQRS, and saga patterns. Activates when users need help with event-driven design, message queues, event…
Expert in designing asynchronous, decoupled systems using Event-Driven Architecture (EDA). Specializes in AsyncAPI, Event Mesh, and CloudEvents standards.
Generic Event-Driven Architecture patterns with Kafka, Dapr, and modern messaging systems. Provides reusable patterns for building scalable, resilient event-driven microservices.
Message queues, pub/sub, event sourcing with Kafka, RabbitMQ, Redis Streams. Activate on: event-driven, message queue, pub/sub, Kafka, RabbitMQ, event bus, async messaging, dead…
Use when choosing between Salesforce event-driven mechanisms — Platform Events, Change Data Capture (CDC), Streaming API (PushTopic), and Outbound Messages — to determine which…
Event-driven architecture patterns including message queues, pub/sub, event sourcing, CQRS, and sagas.
Event-Driven Architecture: Kafka deep-dive (partitioning, consumer groups, exactly-once semantics, Schema Registry, DLQ, compacted topics), AWS EventBridge (content filtering,…
Add new events to Bob The Skull's event-driven architecture. Use when creating new events, event publishers, event handlers, or extending the event system with new event types.
Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual consistency patterns.
Migrate to event-sourcing architecture with event extraction, store setup, and CQRS implementation
Reference architecture for Evernote integrations. Use when designing system architecture, planning integrations, or building scalable Evernote applications.
Choose and implement Exa architecture patterns at different scales: direct search, cached search, and RAG pipeline.
Implement Exa reference architecture for search pipelines, RAG, and content discovery. Use when designing new Exa integrations, reviewing project structure, or establishing…
Create hand-drawn style diagrams using Excalidraw JSON format. Generate .excalidraw files for architecture diagrams, flowcharts, sequence diagrams, concept maps, and more.
Create diagrams, flowcharts, and architecture visualizations using Excalidraw. Use when user requests "create diagram", "draw flowchart", "architecture diagram", or mentions…
Generate architecture diagrams as .excalidraw files from codebase analysis. Use when the user asks to create architecture diagrams, system diagrams, visualize codebase structure,…
Create Excalidraw flowcharts from descriptions. Use when user asks to "create a flowchart", "draw a diagram", "visualize a process", "make a flow diagram", "architecture diagram",…
Use when user requests diagrams, flowcharts, architecture charts, or visualizations. Also use proactively when explaining systems with 3+ components, complex data flows — from…
Use when working with *.excalidraw or *.excalidraw.json files, user mentions diagrams/flowcharts, or requests architecture visualization - delegates all Excalidraw operations to…
Analyze control flow, concurrency models, and event architectures in agent frameworks. Use when (1) understanding async vs sync execution patterns, (2) classifying execution…
Executor package architecture for ChainGraph flow execution engine. Use when working on packages/chaingraph-executor, execution services, DBOS workflows, event bus, task queues,…
Production-ready LINE bot with AI-powered expense tracking using TypeScript, Prisma, and Google Gemini.
Expert du module PkgApprentissage — architecture de données, calculs de notes/progression en cascade, et affichage Blade.
Interface admin sur desk.oraclelumira.com — routing par sous-domaine, architecture, rôles, et gestion des commandes expert.
Comprehensive guidance for understanding, designing, and implementing expert systems using rule-based inference, knowledge representation, and the complete development lifecycle.
Systematically explore unfamiliar codebases and document findings using Julie's code intelligence, Sherpa's exploration workflow, and Goldfish's documentation.
Deep contextual grep for codebases. Expert at finding patterns, architectures, implementations, and answering "Where is X?", "Which file has Y?", and "Find code that does — from…
Enforces open-closed design, plugin architectures, stable interfaces, and versioning
Codebase intelligence for JavaScript and TypeScript. Free static layer finds unused code (files, exports, types, dependencies), code duplication, circular dependencies, complexity…
Expert landscape designer transforming yards through photo mapping, 3D visualization, seasonal planning, and deep plant knowledge.
Reference architecture for Fathom meeting intelligence integrations. Trigger with phrases like "fathom architecture", "fathom design", "fathom integration pattern".
前端架构演进技能包，涵盖框架大版本升级、微前端架构、TypeScript 迁移、CSS 架构迁移。 当需要升级框架版本（Vue2→3、React Class→Hooks、Angular 升级）、引入微前端、迁移到 TypeScript、或重构 CSS 架构时触发此技能。 支持 Angular、Vue、React、原生 JS、Node.js 技术栈。
Choose between Figma integration architectures: CLI script, webhook service, or plugin. Use when deciding how to integrate with Figma, comparing REST API vs Plugin API, or…
Reference architecture for production Figma API integrations. Use when designing a new Figma integration, planning project structure, or establishing patterns for design-to-code…
Use when creating flowcharts, architecture diagrams, or conceptual diagrams - generates prompts for image AI
Use whenever the user wants to find, shortlist, vet, or enrich US engineering firms — civil, structural, MEP, mechanical, electrical, geotechnical, transportation, environmental,…
Guide for building FinFocus cost plugins using the pluginsdk and gRPC protocol. Use when creating a new plugin, implementing CostSourceService methods, setting up plugin…
Reference architecture for fundraising operations with Finta CRM. Trigger with phrases like "finta architecture", "finta fundraising stack".
Expert in financial technology systems, double-entry ledger design, high-precision math, and regulatory compliance.
Choose and implement Firecrawl architecture patterns for different scales and use cases. Use when designing new Firecrawl integrations, choosing between…
Implement Firecrawl reference architecture with scrape/crawl/map/extract pipelines. Use when designing new Firecrawl integrations, reviewing project structure, or building content…
Design meeting intelligence architecture with Fireflies.ai GraphQL API, webhooks, and CRM sync. Use when designing new integrations, planning transcript pipelines, or establishing…
Use when the user explicitly asks for first principles, first-principles review, Occam's razor, 第一性原理, 奥卡姆剃刀, or when a complex decision has ambiguous goals, competing…