Builds and queries code knowledge graph for dependency analysis, references, implementations, and architecture overview.
Builds and queries code knowledge graph for dependency analysis, references, implementations, and architecture overview.
Creates core project docs (requirements, architecture, tech stack, patterns catalog). Use for any project regardless of type.
Architecture audit worker (L3). Checks DRY (7 types), KISS/YAGNI, layer breaks, error handling, DI patterns. Returns findings with severity, location, effort, recommendations.
Checks layer boundary violations, transaction boundaries, session ownership, cross-layer consistency. Use when auditing architecture layers. — from engineering/architecture
Checks layer boundary violations, transaction boundaries, session ownership, cross-layer consistency. Use when auditing architecture layers. — from majiayu000/claude-skill-registry
Checks layer, resource ownership, and orchestration boundaries. Use when auditing architecture boundary enforcement.
Builds dependency topology, detects cycles, validates import rules, and calculates coupling metrics. Use when auditing architecture topology.
Finds architecture-level modernization opportunities: obsolete custom mechanisms, overbuilt extension points, and simplifiable architecture.
Audits architecture config boundaries: typed settings, scattered env reads, config leakage, and layer ownership. Use for config architecture.
Scaffolds new or restructures existing projects to Clean Architecture. Use when setting up project structure.
Load architecture principles and core conventions for grounding work against project standards - simple context loading for all workflow stages
Review the current session for durable learnings, then route each one through the five-way matrix: wiki page, guidance file, checkpoint, task annotation/plan, or discard.
Answer questions against existing memory (the wiki substrate). Use this whenever the user is asking what is happening in the project, directory, codebase, architecture, workflow,…
Run the same lint + typecheck + architecture-audit checks CI runs, locally and in parallel. Catches workspace-package issues (missing deps, prop drift, lint rule violations)…
Local-First Sync Engine & Reactive Collection Architecture (ElectricSQL / TanStack DB style, query-driven sync, optimistic mutations with transactional rollback) for all coding…
Expert guide for understanding the Local Skills MCP server repository - its structure, architecture, and implementation.
Personal AI chief of staff — a complete life management system for OpenClaw. Proactive morning briefings, evening reviews, weekly reports, fitness tracking, career management,…
Expression-level code cleanup — guard clauses, naming, magic values, conditional simplification, duplication. Language-agnostic. Out of scope: architecture, module decomposition.
Content logic organization expert. Reorganizes unstructured or loosely structured text into clear hierarchy, logically rigorous, and concisely expressed DOT format structured…
Bootstrap the Logics directory structure in a new repository (create `logics/architecture`, `logics/product`, `logics/request`, `logics/backlog`, `logics/tasks`, `logics/specs`,…
Design-only architecture skill for Bible reading systems. Use when (1) designing verse reference data models, (2) planning reader component hierarchies, (3) architecting audio…
Implement Lokalise reference architecture with best-practice project layout. Use when designing new Lokalise integrations, reviewing project structure, or establishing…
Improve architecture and interface seams. Use when refactoring module boundaries, reducing coupling, designing APIs or adapters, making code more testable, or turning codemap…
Use when architecture work is about increasing module depth, leverage, locality, test seams, or caller simplicity in tangled or shallow code, not local readability cleanup.
Create technical diagrams using Mermaid syntax for architecture, sequences, ERDs, flowcharts, and state machines.
Event-driven architecture patterns including message queues, pub/sub, event sourcing, CQRS, and sagas.
Maintain strategic outcome framing. Use when a product, architecture, migration, quality, cleanup, or modernization effort spans tickets, needs success metrics, delegated…
Decompose high-level work into ticket-ready execution units and maintain execution strategy. Use when a feature, refactor, migration, architecture change, or multi-step objective…
Maintain accepted explanation. Use when architecture, workflow, troubleshooting, domain terminology, shared language, reference knowledge, or recurring how-to context should…
Evaluate architecture and module boundaries for volatility-based decomposition using Juval Lowy's framework (from "Righting Software", building on Parnas 1972).
Reference Architecture for Lucidchart. Trigger: "lucidchart reference architecture".
Product analyst — metrics architecture, funnel analysis, A/B test design, retention, and growth measurement.
Metrics architecture — produce a complete metrics plan given a product description. North Star, input metrics tree, instrumentation spec, action triggers, and counter-metrics.
When the user wants to generate documentation from their codebase. Use when the user says "document this," "write docs," "generate README," "API docs," "architecture docs,"…
6개 직무 카테고리(출판/편집디자인, 건축/BIM, 영상/멀티미디어, 게임 콘텐츠, 소프트웨어 개발, UI/UX)의 채용공고 시장 분석을 통합 관리하는 라우터·디스패처 스킬. 단일 카테고리 실행, 멀티 카테고리 병렬 실행, 시계열 트렌드 비교, 크로스 카테고리 통합 대시보드를 모두 처리합니다.
Use when preparing releases, validating cross-platform compatibility, or updating installation infrastructure. Meta-skill for maintaining AgentSys's 3-platform architecture.
Maintain docs/architecture/ARCHITECTURE.md, SLICES.md, and architecture.json for a repository's product/module architecture and provable code slices.
Production-grade architecture patterns for MaintainX integrations. Use when designing system architecture, planning integrations, or building enterprise-scale MaintainX solutions.
Generate software architecture diagrams, flowcharts, sequence diagrams, block diagrams, C4 models, ER schemas, Sankey flows, state machines, GitGraphs, timelines, and more using…
CRITICAL: Entry-level skill for Makepad 2.0 GUI development. This is the FIRST skill to load for any Makepad task — it provides design judgment anchors ABOVE the other 13 — from…
CRITICAL: Entry-level skill for Makepad 2.0 GUI development. This is the FIRST skill to load for any Makepad task — it provides design judgment anchors ABOVE the other 13 — from…
State-space model with O(n) complexity vs Transformers' O(n²). 5× faster inference, million-token sequences, no KV cache. Selective SSM with hardware-aware design.
State-space model with O(n) complexity vs Transformers' O(n²). 5× faster inference, million-token sequences, no KV cache. Selective SSM with hardware-aware design.
State-space model with O(n) complexity vs Transformers' O(n²). 5× faster inference, million-token sequences, no KV cache. Selective SSM with hardware-aware design.
Architecture Decision Records (ADRs)をdocs/adr/ディレクトリで管理します。 新しいADRの作成、既存ADRの編集、ADR索引の確認を行います。 ユーザーがアーキテクチャ決定の記録、ADRの作成・更新・検索を依頼したときに使用してください。…
Use whenever the user wants to create, review, approve, reject, version, revise, supersede, undo, migrate, configure, audit, or fix the header/format of Architecture Decision…
Create and manage Architecture Decision Records (ADRs) with auto-numbering, template detection, and index maintenance.
Expert at organizing and managing documentation structure across projects. Auto-invokes when organizing documentation files, setting up documentation frameworks, creating…
Production pipeline for mathematical and technical animations using Manim Community Edition. Creates 3Blue1Brown-style explainer videos, algorithm visualizations, equation…
Use when complex systems need visual documentation, mapping component relationships and dependencies, creating hierarchies or taxonomies, documenting process flows or decision…
Design and manage market data infrastructure — real-time and delayed feeds, Level 1/2/3 depth, consolidated tape vs direct feeds, vendor selection, licensing, and distribution…
Use when the mathematical core of a Mathematical Finance (Wiley) manuscript is the bottleneck — adapted for a theory journal, this means assumptions, theorem statements, proof…
Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.
Explore the current system and generate or update multi-level architecture documentation using an MBSE-lite approach: system context, capability map, containers, runtime…
Patterns for organizing, naming, and structuring multi-tool MCP servers (10+ tools). 多工具MCP服務器架構、分組、命名慣例。Use when: user asks to organize MCP tools, structure multi-tool MCP,…
Generic MCP (Model Context Protocol) server development patterns. Provides reusable architecture and best practices for building MCP servers that expose any domain-specific…
End-to-end MCU project planning and documentation for embedded microcontroller projects (ESP32, STM32, Arduino, RP2040).
Consolidate session learning into permanent architecture — extract patterns into skills, instructions, prompts, or memory
BDB local-first long-term memory engine (memB). Query, remember, and adapt preferences, code architectures, and developer patterns across tasks.