A robust skill that analyzes your app's actual codebase, tech stack, configuration, and architecture to ensure ALL documentation is current and accurate.
A robust skill that analyzes your app's actual codebase, tech stack, configuration, and architecture to ensure ALL documentation is current and accurate.
Use when the main deliverable is maintainable documentation such as repository rules, onboarding guides, runbooks, ADRs, or architecture notes.
Специалист по документации. Следит за тем, чтобы код был понятен, а проектные файлы (README, AGENTS, ARCHITECTURE) актуальны. Пишет на русском языке.
Generate architecture overview documentation from codebase analysis. Uses tree-sitter-analyzer for precise code structure extraction.
Synthesize subsystem catalogs and architecture diagrams into comprehensive, navigable architecture reports - codifies synthesis strategies and professional documentation patterns
Multi-service architecture patterns for Dokploy templates including dependency chains, service communication, and complex stack design.
When the user wants to decide domain structure for multiple products or brands—subfolder vs subdomain vs independent domain.
Plan and route Domain-Driven Design work from strategic modeling to tactical implementation and evented architecture patterns.
Groups existing components into logical business domains to plan service-based architecture. Use when asking "which components belong together?", "group these into services",…
Identifies domain modules, ownership boundaries, dependencies, and interfaces using Domain-Driven Design principles.
Extract domain models from monolithic codebases using DDD principles for microservices decomposition
Auto-generate Mermaid or C4 diagrams from code analysis. Activate when user mentions "diagram", "mermaid", "architecture diagram", "C4", "class diagram", "sequence diagram",…
Extract behavioral specifications and architecture diagrams from existing code (Blueprint Distillation / reverse engineering).
Convene a senior engineering expert panel to evaluate technical decisions. Activate when user mentions "tech panel", "technical discussion", "expert opinion", "architecture…
Expert guide for developing the Dongshan Next Map LBS game, covering 3-layer architecture, Zustand state management, custom Systems (LBS, Save, Quest), and HUD development.
Design or review .NET solution architecture across modular monoliths, clean architecture, vertical slices, microservices, DDD, CQRS, and cloud-native boundaries without…
Use the open-source free `ArchUnitNET` library for architecture rules in .NET tests. Use when a repo needs richer architecture assertions than lightweight fluent rule libraries…
Guide .NET Aspire pour l'orchestration d'applications cloud-native, le service discovery, la télémétrie et l'intégration de composants distribués.
Use when building .NET 8 applications with minimal APIs, clean architecture, or cloud-native microservices.
Guide for building .NET APIs using CQRS pattern with MediatR, FluentValidation, and Carter modules
Generate production-ready .NET Core APIs with Entity Framework, repository pattern, CQRS, and enterprise standards
Apply MCAF non-functional-requirements guidance to capture or refine explicit quality attributes such as accessibility, reliability, scalability, maintainability, performance, and…
Use the open-source free `NetArchTest.Rules` library for architecture rules in .NET unit tests. Use when a repo wants lightweight, fluent architecture assertions for namespaces,…
Information architecture — design navigation structure, content hierarchy, sitemap, and taxonomy for a product or feature set.
Embed editable draw.io / diagrams.net diagrams inline in Markdown using the official viewer.js library.
Use when user requests diagrams, flowcharts, architecture charts, or visualizations. Also use proactively when explaining systems with 3+ components, complex data flows — from…
Multi-agent data science framework using DS-STAR (Data Science - Structured Thought and Action) architecture.
Graph representations, BFS, DFS, topological sort, shortest path algorithms, and dependency analysis.
Scalability fundamentals, data partitioning, caching strategies, rate limiting, distributed systems patterns, and microservices data design — bridging classical DSA concepts to…
EU DSS 5.12.1 framework reference: signature formats, validation, trusted lists, constraint policy, algorithms, and project integration architecture for PADigitale.
Reads HEC-DSS files (V6 and V7) for boundary condition extraction using RasDss class. Handles JVM configuration, HEC Monolith download, catalog reading, and time series…
Separate expensive observation from cheap decision-making in autonomous agent loops using a two-clock architecture.
Two-party working posture — user as director, agent as executor. Every fork, tradeoff, and taste choice is surfaced via batched AskUserQuestion with structural framing, a…
Keep repo-local agent context accurate after code and workflow changes. Use when docs/ai, AGENTS.md, runbooks, or context entrypoints have drifted from the codebase, after major…
Use when implementing flexible content schemas using EF Core JSON columns, `OwnsOne().ToJson()` patterns, or designing dynamic field storage that avoids migrations.
Explain enterprise architecture concepts in practical terms. Use when learning about TOGAF, Zachman, ADRs, or any EA terminology.
Design system architecture from 10,000 feet. Soar above the codebase, survey the landscape, and create blueprints that stand the test of time.
Analyzes why stocks moved after 8-K earnings filings. Use ultrathink for all analyses. Invoke when asked to analyze stock movements, earnings reactions, or determine the — from…
Develop ebook ideas into structured concepts ready for architecture. Use when the user has an ebook idea (from a brainstorm document, existing content to repurpose, a book section…
Electronics project architecture and constraint definition. Guides users through defining project requirements, power systems, interfaces, and physical constraints.
Edit Banana — convert diagram images (PNG/JPG) into editable DrawIO XML. Edit text on screenshots of flowcharts, architecture diagrams, tables, formulas.
Effect-TS pattern reference for TMNL. Invoke when implementing services, schemas, atoms, or Effect-based architecture. Provides canonical file locations and pattern precedents.
7-layer Effect-TS architecture for Holochain applications. Use when implementing domains, validating architecture, or creating stores with standardized patterns.
Use when designing conversational AI architecture on Salesforce: Einstein Bot dialog design, Agentforce Agent topic planning, intent models, NLU training strategy, bot-to-agent…
Use BEFORE answering analytical, diagnostic, planning, or multi-step reasoning questions. Trigger phrases include "should I X or Y", "why is X happening", "what's the bes — from…
Master Electron desktop app development with secure IPC, contextIsolation, preload scripts, multi-process architecture, electron-builder packaging, code signing, and auto-update.
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.
Generate production-grade engineering design diagrams (architecture,\
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.
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…
Planifier et orchestrer des architectures complexes avec Shrimp Task Manager. Transforme des demandes complexes en stratégies d'exécution multi-étapes utilisant les outils MCP…