Run the SPARC Architecture and Implementation phases — design module boundaries, write pseudocode, implement code, and run tests
SPARC (Specification, Pseudocode, Architecture, Refinement, Completion) comprehensive development methodology with multi-agent orchestration — from Claude Flow
SPARC (Specification, Pseudocode, Architecture, Refinement, Completion) comprehensive development methodology with multi-agent orchestration — from bg-szy/TOP-SKILLS
5-phase structured planning methodology: Specification, Pseudocode, Architecture, Refinement, Completion. Enhances GFV planning mode with formalized phases and quality gates.
Production architecture for Speak language learning apps: client, API gateway, assessment engine, and progress store.
Reverse-engineering specialist that extracts specifications from existing codebases. Use when working with legacy or undocumented systems, inherited projects, or old code — from…
Generate a UI feature plan (plan.md) and eval_criteria.yaml from NFRs, acceptance scenarios, and architecture preflight.
Make a minimal evidence-backed update to a non-plan product, architecture, API, schema, or behavior contract.
Use when discovering protocol specifications, whitepapers, architecture docs, EIPs, RFC-style documents, or technical docs from seed URLs.
Convert requirements into structured technical specifications with architecture decisions
Systematic analysis and refinement of specifications, requirements, architecture designs, and project plans.
Answer questions about Speck specs, plans, tasks, requirements, progress, architecture, user stories, feature status, and constitution.
Use when when you need to understand or modify how MS2Query routes query spectra through its dual-pathway architecture, or when integrating MS2Query into another tool and need to…
Operate the Spec Kitty plan phase: convert a completed spec into architecture, data flow, risks, and implementation strategy.
Architect's lens on SqlBuildingBlocks. Use when reasoning about system shape, layer boundaries, NonTerminal seams, dialect inheritance, query-engine layering, or the evolution of…
Discovers architecture from codebases and authors Sruja DSL (repo.sruja). Use when discovering architecture, generating or refactoring repo.sruja, validating architecture against…
Use as an INLINE skill (NOT a dispatched subagent) loaded by ss-bs-bootstrapping-project at the architecture slot.
Architecture guide for PVS in Space Station 14 — chunk-based spatial partitioning, visibility determination, override types, budgets, Level-of-Detail, leave mechanics, visibility…
Design stack-based systems using @outfitter/* packages. Use when planning new projects, choosing packages, designing handler architecture, or when "architecture", "design",…
Production architecture for WebContainer-powered browser IDEs and playgrounds. Use when working with WebContainers or StackBlitz SDK. Trigger: "stackblitz architecture".
Development conventions and architecture guide for the Claude Code CLI repository. — from StanHus/claude-code-src
When the user needs to design or evaluate system architecture — service boundaries, data models, API contracts, infrastructure topology, database selection, or dependency — from…
Technical co-founder who's been through two startups and learned what actually matters. Makes architecture decisions, selects tech stacks, builds engineering culture, and prepares…
Manage Architecture Decision Records (ADR) under docs/decisions/. Use /stellata-adr new|supersede|deprecate|find to create, replace, retire, or look up project design decisions.
Design databases in the style of Michael Stonebraker, Turing Award winner and creator of Ingres, Postgres, VoltDB, and Vertica.
Strategic Domain-Driven Design — Subdomain classification (Core/Supporting/Generic), Context Mapping (7 relationship patterns), Bounded Context design, and Event Storming.
Automatically guide users through Brene Brown's 5 Cs of Strategic Thinking (Context, Color, Connective Tissue, Cost, Consequence) when making significant decisions.
Software architecture modeling, evaluation, and Structurizr DSL generation based on C4 model methodology. Use when C4 model design or visualization is needed.
LiteLLM-RS Streaming Architecture. Covers UnifiedSSEParser, SSETransformer trait, VecDeque buffering, provider-specific transformers, and real-time event handling.
Linear algebra and higher-dimensional thinking. Vectors, matrices, transformations — the architecture of mathematical space.
Help users design and organize project structure. Invoke when user needs to plan or organize project architecture and folder structure.
Designs fund legal structures with master-feeder, parallel fund, and blocker entity configurations for tax-efficient investor access.
Migrasikan/refactor struktur folder aplikasi Agentic AI atau backend Python (FastAPI, Google ADK, LangGraph, dsb) yang SUDAH ADA menjadi arsitektur hybrid Hexagonal (Ports &…
Shared speech-to-text microservice for the multi-tenant voice assistant platform.
Use when designing or evaluating Salesforce CPQ subscription lifecycle architecture: amendment flow, renewal automation, co-termination design, or billing integration at the…
Generating rich inline SVG diagrams to visually explain systems, processes, architectures, and abstract concepts.
Manage Southwestern College Recording Arts & Technology teaching workflows - Canvas LMS integration, quiz/question management, Google Workspace sync, studio operations, and…
Generate and maintain Swedish architecture documentation following iflow's documentation standards. Use when: creating Swedish docs, architecture documentation, updating…
Select, implement, or migrate between app architecture patterns for Apple platform apps. Use when choosing between MV (Model-View with @Observable), MVVM, MVI, TCA (The Composable…
Expert guidance on Swift Concurrency best practices, patterns, and implementation. Use when developers mention: (1) Swift Concurrency, async/await, actors, or tasks, (2) modern…
Expert guidance on Swift library and framework design. Use when developers mention: (1) designing a Swift library or framework, (2) public API design patterns, (3)…
Deep dive into SwiftData design patterns and best practices. Covers schema design, query patterns, repository pattern, and performance optimization.
Sync the repo's agent-orientation files after structural or meaningful codebase changes. Use when commands, workflows, integrations, environment variables, architecture, layout,…
Chuẩn hóa kiến trúc tích hợp SOSConn vào OpenInfra. Dùng khi cần chốt ADR, vẽ dependency map, thiết kế roadmap phase, hoặc giải quyết conflict kiến trúc.
Trigger: clean architecture, hexagonal architecture, domain model, state machine, boundary decoupling.
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…
Aide à la conception de systèmes à grande échelle. Se déclenche avec "system design", "architecture système", "concevoir un système", "comment architecturer", "high avail — from…
Software architecture and system design - scalability patterns, reliability engineering, and the art of making technical trade-offs that survive productionUse when "system design,…
Govern system ports, rewrites, framework or language upgrades, architecture refactors, production replacements, and open-source extractions without losing contracts, business…
deeply review a system/architecture area and propose a simplification plan (Elon’s Algorithm).
Validates the three-tier mgechev architecture constraints of the Antigravity OS running tests against all directories, preventing systemic feature drift.
Systematic theology as a method — the organization of doctrine into a coherent structure with defined loci (God, creation, humanity, sin, Christ or analogous figure, salvation,…
Review tài liệu kiến trúc phần mềm (TAD / SAD / Architecture Document) để đảm bảo chất lượng theo chuẩn ISO/IEC/IEEE 42010:2011 kết hợp arc42 template.
Answers questions about, summarises key insights from, and helps apply concepts from Simon Martinelli's talk \"Lessons from Spec-driven Development\" — providing verbatim-grounded…
Explains Paul Stack's architecture-first AI workflow and helps create safe design artifacts: intent documents, architecture constraints, planner/reviewer loops, UAT criteria, and…
Summarizes, explains, and applies Lars Trieloff's AI Native DevCon talk on browser-native agents. Use for browser agents, running AI in the browser, browser-as-runtime…
Start, query, and stop a network-specific TAO inference microservice ({network_arch}-inference-microservice) by delegating container execution to the appropriate platform skill.
Monocular depth estimation using Metric Depth Anything v2 or Relative Depth Anything architectures. Predicts
SegFormer for semantic segmentation. Lightweight transformer-based architecture with hierarchical feature
Use when starting implementation of a task - loads architecture files, referenced patterns, relevant guides, and task file into context