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.
Software Architect - Make evidence-based system design decisions, document trade-offs and ADRs, and define modular, reliable implementation boundaries.
Check planned AI coding actions and patches against explicit project constraints through SpecLock MCP tools.
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".
Phương pháp luận đọc và reverse-engineer Node.js source code theo business flow, architecture, dependency, data flow và runtime behavior.
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.
Structure Swift package boundaries, dependencies, exports, and composition roots. Use proactively for module placement or dependency cycles; preserve the repository’s architecture…
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…
Suede-owned operations-architecture discipline that fixes the shape of a system before anyone builds it: entity schema first, exactly one write path per entity, every unit of work…
Detect, choose, build, evaluate, migrate and document software architecture. Use to name the architecture of an existing codebase, pick one for a new system, scaffold or write…
A mid-work technical fork — "which way should we go", a design/architecture/tooling choice about to lock — or the user ruling on how the thing is built (conduct rulings are…
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…
Agent Skill for Swift architecture design and implementation patterns, with architecture-specific playbooks and review checklists.
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,…
Detect and fix drift across agent-first infrastructure files. Ensures skill inventories, workflow chains, architecture tables, issue/PR templates, and cross-references stay…
Post-implementation documentation-sync detector. Spins up ONE read-only subagent on a completed task's diff to find everything the change introduced that the architecture docs…
Sentence structure variety in prose — cumulative, periodic, balanced, and fragmentary patterns, plus branching direction and structural diagnosis.
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…
Interview-driven builder for enterprise-grade AI system prompts and agent architectures. Use whenever the user wants to design, build, scaffold, or rebuild a system prompt, custom…
deeply review a system/architecture area and propose a simplification plan (Elon’s Algorithm). — from majiayu000/claude-skill-registry
deeply review a system/architecture area and propose a simplification plan (Elon’s Algorithm). — from majiayu000/claude-skill-registry
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…