Guides clean architecture design with strict 200-line file limits. Use when starting new features, refactoring large files, or planning module structure.
Elevate projects to production quality using proven patterns. Use when starting a project, reviewing architecture, auditing code, or when user mentions "elevate-code", "production…
Implement ElevenLabs reference architecture for production TTS/voice applications. Use when designing new ElevenLabs integrations, reviewing project structure, or building a…
Use when building or changing an elizaOS-based application in this repository. Covers eliza app architecture, monorepo layout, local versus remote versus cloud routing, where to…
Comprehensive Elm functional programming for web development including The Elm Architecture, type system, JavaScript interop, and production-ready patterns
Specialized Elm-to-F# migration expert for morphir-dotnet. Expert in converting Elm code from finos/morphir-elm to idiomatic F# while maintaining AOT compatibility, type safety,…
Build event-driven APIs with webhooks, Server-Sent Events, and real-time notifications. Use when building event-driven API architectures.
Selects game engines and frameworks by platform, genre, and architecture (full canvas shell vs hybrid DOM shell + guest viewport).
Generate production-grade engineering design diagrams (architecture,\
AI Engineering Operating System conductor. Classifies intent, selects a path (lite, standard, incident, architecture, review-only), invokes only the needed skills, threads…
Apply core engineering principles to design and review decisions — KISS (simple over complex), YAGNI (only what's needed now), DRY (single source of truth, never copy-paste), OOP…
Pragmatic coding principles: SOLID, KISS, DRY, YAGNI in balance. Use when writing code, refactoring, reviewing, or designing architecture.
Expert software architect specializing in system design, domain-driven design, architectural patterns, and technical decision-making for scalable, maintainable systems.
Expert Solidity developer specializing in EVM smart contract architecture, gas optimization, upgradeable proxy patterns, DeFi protocol development, and security-first contract…
Core software engineering principles (SOLID, DRY, YAGNI, KISS) with detection patterns and refactoring guidance.
Design systems, services, and architectures. Trigger with "design a system for", "how should we architect", "system design for", "what's the right architecture for", or w — from…
Writing engineering essays, position papers, technical blog posts, and architecture memos intended for external or semi-external readers.
Planifier et orchestrer des architectures complexes avec Shrimp Task Manager. Transforme des demandes complexes en stratégies d'exécution multi-étapes utilisant les outils MCP…
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
Model game objects as entities with data components processed by systems, and know when ECS complexity pays.
Understanding and maintaining the development environments for this thesis project. Use for environment architecture, troubleshooting, or modifying environment setup.
Use when when extending a multi-service project (like MAGMa with its four subproject components) to container orchestration, and you need to ensure each microservice (magmaweb,…
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.
Produces an Era Master Plan document defining shared vocabulary, architectural constraints, and a release roadmap across 3-7 releases.
Use when user needs complex error pattern analysis, distributed system debugging, error correlation, root cause discovery, or predictive error prevention across microservices.
Layered error handling with error taxonomy, typed classes, React boundaries, and graceful degradation
Use when building or maintaining a system that fetches metadata from multiple independent external web services and needs to diagnose why annotation runs fail or slow down.
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…
Designing resilient, eventual-consistency distributed transactions using the Saga Pattern (Choreography and Orchestration).
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…
Create Excalidraw diagram JSON files that make visual arguments. Use when the user wants to visualize workflows, architectures, or concepts.
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…