AOSP Part XIV — Device Support. Use when reasoning about per-architecture support (ARM 32/64, x86_64, RISC-V, ABI matrix, toolchains), the QEMU-based Android emulator (AV — from…
Authentication and authorization for Ruby on Rails — Devise + Pundit as the default monolith combo, Rodauth when Devise hits its limits (MFA, WebAuthn, advanced password…
Enter codebase mastery mode before implementation. Use when the user asks to DEVOUR a repo or codebase, learn everything, deeply onboard, map architecture, trace runtime flows,…
Designs the pricing and packaging architecture of a developer tool - the value metric (seats, consumption, capacity, outcome, or a hybrid), free-tier limits, the tier ladder up to…
Dexie IndexedDB caching layer with Convex sync for local-first architecture. Covers sync hooks, optimistic updates (React state only), cascade deletes, orphan detection, SSR…
Generate Mermaid architecture diagrams from your codebase. Produces C4 context and container diagrams, sequence diagrams for key flows, ER diagrams from database schemas, and…
Identify the scope, boundary context, and necessary components before drawing an architecture diagram.
Generate, validate, and refresh @brainwav/diagram architecture artifacts when repo diagrams, context packs, PR impact, or CI drift evidence is needed.
Create professional diagrams using Mermaid, PlantUML, and other text-based diagram tools. Generate flowcharts, sequence diagrams, architecture diagrams, and more.
Use when user requests diagrams, flowcharts, architecture charts, or visualizations. Also use proactively when explaining systems with 3+ components, complex data flows — from…
Generate Mermaid diagrams from your codebase. Use when you need architecture visualizations.
Multi-format diagram generation from text descriptions. Create Mermaid, PlantUML, D2, and Graphviz diagrams including flowcharts, sequence diagrams, architecture diagrams (C4),…
Render clean blueprint-style SVG diagrams from JSON specs. Use when users ask to draw, sketch, or diagram a request flow, neural net, transformer block, system architecture, state…
Creates Mermaid and ASCII diagrams for flowcharts, architecture, ERDs, state machines, mindmaps, and more.
Master of text-based visual communication using ASCII art, Unicode box-drawing, and structured diagram notation.
Use when drawing architecture diagrams, flowcharts, sequence diagrams, ER diagrams, state machines, network/cloud topologies, system overviews.
Creates Architecture Decision Records for significant architectural decisions. Use when the user wants to create an ADR, make an ADR, record an architecture decision, document…
PR size-based review depth, performance review checklist, architecture conformance checks, and framework-specific review patterns.
Map mission threads and digital dependencies to expose fragility in command-and-control systems. Use when evaluating architecture readiness and failure propagation risk.
Router skill for DiPeO runtime Python code (execution handlers, service architecture, domain models, LLM infrastructure).
Direction Technique pour pilotage stratégique des choix techniques et de l'architecture. Utilise ce skill quand: (1) décisions d'architecture système, (2) choix de stack…
Complete Discord integration for Clawdbot with automatic UI installation. Provides Discord bot connectivity, dashboard tab, setup wizard, credential management, server monitoring,…
Expert in building and managing thriving Discord communities. Covers server architecture, role systems, bot ecosystems, engagement features, and moderation at scale.
Automatically discover diagram and visualization skills when working with flowcharts, sequence diagrams, architecture diagrams, ER diagrams, Gantt charts, mindmaps, or an — from…
Perform controlled dismantling of rigid system structures while preserving essential capabilities (imaginal discs).
Starts a local approve/reject web panel (AR board) where the user judges many agent proposals one by one, then reads the decisions from disk.
Use when distilling practical design heuristics from code reviews, PR discussions, design sessions, architecture debates, incident reviews, or prior team decisions
Advanced distributed event patterns for ABP microservices including idempotent handlers, cross-tenant events, event sourcing lite, and saga patterns.
Distributed systems architecture expert covering CAP theorem application, consensus algorithms (Raft, Paxos, PBFT), partition tolerance strategies, distributed transactions (2PC,…
Deep DL-training operational intuition — initialization, optimizer choice (AdamW/Muon/Schedule-Free), decoupled weight decay, LR schedules (cosine/WSD), μP transfer, mixed…
DNA memory system for AI agents: three-layer architecture (working/short-term/long-term) with active forgetting, pattern summarization, reflection loops, and memory associations.
Use when working with dnf5 — the next-generation RPM package manager for Fedora/RHEL. Covers CLI commands and options, configuration, plugin system (dnf5 active plugins and…
Update DESIGN.md with architecture decisions — the single source of truth for project design
Create Architecture Decision Records (ADR) - Layer 5 artifact documenting architectural decisions with Context-Decision-Consequences format
将需求发现、领域建模、一致性审计整合到 /team-* 主链， 以 artifacts/adr/memory 为唯一落盘目标产出可审计文档。 当 Tech Lead、Architect、QA 需要补齐或演进架构文档时使用。
Periodieke audit van het kennissysteem — los van het taakproces. Voert systeem-checks uit (CLAUDE.md, verwijzingen, drift, verouderde docs) plus brede checks die doc-review niet…
Generate Architecture Decision Records (ADRs) to document significant architectural decisions. Use when making important technical decisions that need documentation.
Generate and update AI-friendly documentation for services following RFC-37 templates. Produces concepts/, features/, getting-started/ content with Mermaid diagrams and C4…
Stress-test a plan, feature, or design against the repo's existing docs, domain language, ADRs, and context files.
Gera e mantém documentação técnica completa de projetos de software: README, architecture.md, flows.md, conventions.md, contributing.md, ADRs e diagramas Mermaid (C4, ERD,…
Token-efficient documentation search using Serena Document Index. 90%+ token savings vs reading full files. Use BEFORE reading README.md or docs/ files.
Synchronizes CLAUDE.md navigation indexes and README.md architecture docs across a repository. Use when asked to "sync docs", "update CLAUDE.md files", "ensure documentation is in…
Render an architecture-review film — a whole system, or one named subsystem, at depth (components, how control and data flow, the idioms, the failure modes, and the trade-offs).
Use when user invokes /docgen to generate or update documentation. Also triggers on "generate docs", "update the README", "write the changelog".
아키텍처 문서 생성/갱신 — ARCHITECTURE.md(코드맵), 아키텍처 구성도(C4 mermaid), ADR(MADR), 데이터 모델 ERD. 아키텍처 문서/구성도 작성·갱신, ADR 기록, ERD/데이터 모델 문서화, 구조적 리팩토링 후 문서 반영이 필요할 때.
Organize documentation with the Diataxis four-quadrant model, navigable structure, and searchability. Use when structuring a docs site or when readers cannot find what they need.
Implement Documenso reference architecture with best-practice project layout. Use when designing new Documenso integrations, reviewing project structure, or establishing…
Generate Arc42-based architecture documentation with C4 diagrams. Use when documenting system architecture, creating architecture docs, or explaining how the system is structured.
Build, migrate, audit, review, update, and compact agent-facing repository documentation with nested AGENTS.md routers, selectively loaded Diátaxis-style .agents context,…
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.
Align a technical document with the actual code implementation and correct drift. Use when a user asks to update docs to match current behavior, audit a technical document against…
Create or redesign creative agency, production studio, architecture, culture, and portfolio websites with billboard typography, hard black-and-white chapters, exposed grids,…
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.
Architecture Decision Record format — capturing the context, decision, alternatives considered, and consequences of a significant technical choice.
Synthesize subsystem catalogs and architecture diagrams into comprehensive, navigable architecture reports - codifies synthesis strategies and professional documentation patterns
Knowledge base from DoD Architecture Framework (DoDAF) 2.02 — Volume II: Architectural Data and Models.
Multi-service architecture patterns for Dokploy templates including dependency chains, service communication, and complex stack design.