Designs the contract for an API change inside one codebase — a component's props, a function surface, URL or query parameters, an event payload, or a module boundary — through a…
Design media and DAM architecture including storage, processing, and delivery. Covers images, video, and documents.
Opinionated guide to software design principles and architectural patterns. Use when reviewing code design, planning feature architecture, asking "is this the right design?", "how…
Run comprehensive agent-native architecture review with scored principles. Audits a codebase against 8 agent-native architecture principles (Action Parity, Tools as Primitives,…
Use when: a specification, architecture, README, or other doc claims to reflect the current implementation ('amended from implementation', 'current state') and may have drifted;…
Autonomous design space exploration loop for computer architecture and EDA. Runs a program, analyzes results, tunes parameters, and iterates until objective is met or tim — from…
Generate wiki documentation from completed spec files — architecture decisions, usage guide, API changes. Posts to ADO Wiki or Confluence depending on provider config.
Answer developer questions about project architecture, components, patterns, and workflows. Use when a developer asks "how does X work?", "what is Y?", "where do I find Z?", or…
6-phase verification with auto-fix — compile, lint, test, secret scan, architecture, then code review with fix loop (max 3 cycles). Only passes when all phases are clean.
Create or evaluate an architecture decision record (ADR). Use when choosing between technologies (e.g., Kafka vs SQS), documenting a design decision with trade-offs and c — from…
Generate comprehensive architecture documentation for complex code modules with Graphviz diagrams and examples.
Codebase exploration techniques for rapid discovery, architecture analysis, pattern detection, and dependency mapping. — from fusengine/agents
Codebase exploration techniques for rapid discovery, architecture analysis, pattern detection, and dependency mapping. — from engineering/architecture
Multi-angle codebase exploration spawning 3-5 parallel agents for code structure, data flow, architecture patterns, and health assessment.
Reviews or guides implementation of a 12-factor cloud-native application. Audits an existing codebase for 12-factor compliance, or provides concrete implementation guidance when…
Use when: designing failure behavior for an architecture or component design before implementation: per-dependency failure modes (slow, down, wrong, partial), degradation policy,…
Design React components from Figma files. Use when given a Figma URL to analyze a design and propose React component architecture, props API, and variant handling.
Generate deterministic publication-quality architecture, workflow, and pipeline diagrams from structured JSON (FigureSpec) into editable SVG.
Side-by-side comparison of ruflo vs HAL vs other GAIA harnesses — capability gaps, design decisions, and improvement roadmap
Invoke when the user works with Unreal Engine 5 or asks about C++/Blueprints, GAS, replication, Nanite, Lumen, CommonUI, Enhanced Input, or World Partition.
Scaffold an Architecture Decision Record (Nygard format) in docs/adr/ with auto-numbering, status lifecycle, and supersedes cross-linking. Args:
Codebase architect - Maps and documents SystemVerilog projects. This skill should be used when the user wants to understand a codebase structure, generate architecture…
Design and audit repository and organization ruleset architecture, including layering, bypass controls, enforcement modes, and merge queue compatibility.
ALWAYS invoke for a substantial design or architecture decision — schema/API/dependency/boundary changes. Triggers:"should I","ADR for X","decide between","record this decision".
Think before building. Use when the user asks to reason about, analyze, evaluate, compare options, make an architecture decision, choose between approaches, think through a…
Generate customized .claude/ harness framework with Fusion Architecture (GAN-inspired + Domain Specialists).
Produces a first-pass architecture and design review covering structure, maintainability, and scalability. Use when onboarding to or assessing the design of a codebase.
Create or update ProjectK documentation per Documentation-Rules — ADR (architecture) / DDR (design-art decision) with numbering scan, system docs with required sections,…
Radical redesign evaluation. When incremental improvement has converged too low or the architecture is fundamentally wrong, Kaikaku determines whether to redesign and produces a…
Generate enterprise architecture design with explicit security controls, component boundaries, and integration patterns. Use after karvey-design-graphic.
Generate implementation tasks from approved architecture. Creates Tasks in ClickUp (E{n}.F{n}.T{n}) with dependencies, or updates PLAN.md checklist.
Build a content cluster plan from seed keywords — pillar+spokes architecture with internal-link map, intent grouping, and quality scorecard.
Generate comprehensive technical design translating requirements (WHAT) into architecture (HOW) with discovery process. Use when creating architecture from requirements.
Create or evaluate an architecture decision record (ADR). Use when choosing between technologies (e.g., Kafka vs SQS), documenting a design decision with trade-offs and c — from…
プロジェクトの全体像を調査・文書化。ファイル構造、API、データモデル、外部連携、認証、データフロー、歴史を網羅的に整理し、memory/system-architecture.md に保存。プロジェクトの認識ズレを防ぐための Single Source of Truth…
Maps multi-step in-product flows — screens, decisions, transitions, platform-native touchpoints (dock, menu bar, widgets, notifications, Live Activity), edge cases, and error…
Search and fetch official MediaMTX documentation from mediamtx.org: kickoff (introduction, install, upgrade), features (architecture, publish, read, record, playback,…
Avalie, projete e evolua a arquitetura deste projeto entre os espectros de monólito modular e microserviços.
Use when transforming a project's architecture pattern - e.g., Flat to Modular, MVC to Clean Architecture, Monolith to Modular Monolith.
Migrate existing CLAUDE.md files to .rpiv/guidance/ system. Finds all CLAUDE.md files, transforms references, and creates architecture.md files in the guidance shadow tree.
Use when a component needs migration to the target architecture or framework version.
Use when a complete module needs migration to the target architecture - runs 6 phases with approval gates.
Decide the 6R modernization pattern — Rehost / Replatform / Refactor / Repurchase / Retire / Retain — using a decision tree and cost/time/risk matrix.
Comprehensive code review aggregating architecture, performance, documentation, scientific correctness, and quality checks. Use after writing code or during PR review.
Build a zero-based or 50/30/20 AUD budget mapped from income, fixed costs, and goals, with pay-day automation routing and AU bank-account architecture.
Activate Mythic Engineering mode — architecture-first, document-guided, AI-orchestrated development with six specialist roles.
Cria uma função de serviço em apps/{app}/services/{dominio}_service.py para orquestrar lógica que envolve múltiplos models, efeitos colaterais externos (email, arquivo,…
Generates a contextual onboarding document for a new contributor or agent joining the project. Summarizes project state, architecture, conventions, and current priorities relevant…
Create and update Mermaid UML diagrams in .orchestra/uml/ — sequence, component, and class diagrams. Use when adding new diagrams, updating existing ones after architecture…
Use when user asks "why did devpace decide X", "追溯", "为什么这样做", "决策记录", "决策原因", "架构决策", "ADR", "技术选型", wants to see AI decision trail or manage architecture decisions, or says…
Slice an epic (with its architecture decisions) into PIV-sized tickets with a dependency graph, then create them in your tracker (Jira via the Atlassian MCP, or…
Interactively explore HOW to approach an intent (a PRD, epic, brief, or free-form idea) and decide the high-level architecture — the approach, stack, libraries, data shape, and…
Turn a Zoom integration idea into an implementation plan with architecture, auth, and delivery milestones.
Select pricing model (tiered / usage / freemium / value / outcome) and design packaging, fences, anchors with revenue projections for AU SMB and growth-stage businesses.
Turn a thin initiative into one a team could build from — read it and its feature definitions, investigate the architecture it lands in, interview the person who filed it until…
Generate a comprehensive onboarding guide for any codebase. Produces a REPO_TOUR.md with a 30-second summary, annotated directory tree, Mermaid architecture diagram, key files…
Holistic cross-GDD consistency and game design review. Reads all system GDDs simultaneously and checks for contradictions between them, stale references, ownership conflicts,…
Reviews an architecture (file, repo, design doc, or pasted text) against scalability, security, reliability, compliance, and anti-pattern checklists plus fitness functions.
Use when checking if code follows ARCHITECTURE.md patterns - runs automated conformance checks.
Use when architecture violations were found and need automated fixing by priority.