Deeply analyze codebase architecture and dependencies. Use when understanding system design, finding patterns, or mapping how components interact.
Identifies the architecture decisions that need ADRs and produces a prioritised adr-plan.md before technical design proceeds.
Kotlin/Java Spring Boot codebase workflow agent. Generates code adhering to Hexagonal Architecture, Kotlin/Java idioms, JPA patterns, JOOQ, and test conventions through Brainstorm…
This skill should be used when the user asks about OpenClaw configuration, troubleshooting, setup, architecture, or any OpenClaw question.
배포 후 문서 업데이트. 모든 프로젝트 문서를 읽고, diff와 대조하여 README/ARCHITECTURE/CONTRIBUTING/CLAUDE.md를 실제 코드와 일치시킵니다. CHANGELOG 문체 교정, TODO 정리, 버전 범프(선택).
What you can build and do with an always-on AI agent that has episodic memory. Covers concrete product ideas, workflows, emergent capabilities from persistence plus memory, and…
Architecture and systems design for building always-on AI agents with episodic memory. Covers the memory hierarchy (core/recall/archival), persistence layers, agent server…
How to design contextual inputs for an always-on AI agent with episodic memory. Covers what data to feed the agent, how to structure observations and triggers, ambient context…
Define a arquitetura limpa de projetos Laravel com Actions, DTOs, Policies e Service Layer. Use quando precisar organizar estrutura de diretórios, definir padrões arquiteturais,…
Proactive architecture improvement: find shallow modules, propose deepening opportunities, design conversation.
Automates architecture validation for Clean Architecture, Hexagonal, Layered, and MVC patterns. Detects layer boundary violations, dependency rule breaches, and architectural…
Validates Clean Architecture layer boundaries by detecting import violations across domain, application, infrastructure, and interfaces layers using grep-based analysis.
Detect Single Responsibility Principle (SRP) violations using multi-dimensional analysis. Use when reviewing code for "SRP", "single responsibility", "god class", "doing too…
Creates expert consultation documents with code extraction, git diffs, and size tracking (125KB limit).
Astro best practices, routing patterns, component architecture, and static site generation techniques.
Expert skill for bytecode virtual machine design including instruction set design, dispatch mechanisms, and stack/register architectures
Domain type design and architectural planning for Go code. Use when planning new features, designing self-validating types, preventing primitive obsession, or when refactoring…
Analyse le code source du projet pour comprendre l'architecture, les patterns utilisés et le contexte technique.
Analyze hierarchical DAG-like systems by separating undirected substrate from ordering metadata, then classifying diamonds, mixers, shortcuts, and hidden cycle structure.
Expert-level data mesh architecture, domain-oriented ownership, data products, federated governance, and self-serve platforms
MANDATORY when designing schemas, writing migrations, creating indexes, or making architectural database decisions - enforces PostgreSQL 18 best practices including AIO — from…
Ensure code follows DDD architecture and DAL separation for both frontend and backend. Triggers: DDD, arch, 架構, 新功能, 新模組, new feature, scaffold, 骨架, domain, layer, 分層, structure,…
Expert-level system design, architecture patterns, scalability, and distributed systems
Production-grade agentic system development with LlamaIndex in Python. Covers semantic ingestion (SemanticSplitterNodeParser, CodeSplitter, IngestionPipeline), retrieval…
Post-ship documentation update. Reads all project docs, cross-references the diff, updates README/ARCHITECTURE/CONTRIBUTING/CLAUDE.md to match what shipped, polishes CHANGELOG…
GLAW Entity Architect — the firm's dedicated corporate-structuring specialist that designs the entity stack and feeds /glaw-structure.
发布后文档更新。读取所有项目文档，与 diff 交叉对照， 更新 README/ARCHITECTURE/CONTRIBUTING/CLAUDE.md 使之匹配已发布内容， 润色 CHANGELOG 语气，清理 TODOS，可选地更新 VERSION。
Review a plan thoroughly before implementation. Challenges scope, reviews architecture/code quality/tests/performance, and walks through issues interactively with opinionated…
Helpt bij het ontwerpen en bouwen van applicaties volgens de GEMMA referentiearchitectuur, Common Ground principes en het Gemeentelijk Gegevensmodel (GGM) voor Nederlandse…
Builds spatial Android apps for Meta Quest and Horizon OS with Meta Spatial SDK — ECS architecture, 2D panels, 3D objects, hybrid experiences.
Analyzes a codebase read-only and emits a ranked refactoring blueprint of deepening opportunities — turning shallow modules (small behaviour behind a large, leaky interface) into…
Use for MASSIVE work requests requiring multi-epic planning. Creates research spikes, documents all unknowns and decisions, builds resumable architecture documents, and structures…
GLAW International — the firm's cross-border structuring seat. Designs the legal-structuring layer for offshore and holdco architectures (Delaware / Cayman / BVI / Luxembourg),…
Start a new fiction project from scratch. Interactive wizard guides you through discovery, architecture, characters, world, and outline.
Verify codebase quality — architecture consistency, convention compliance, gap analysis. Triggers: code review, architecture check, quality, gap analysis, 코드 리뷰, 품질 검증.
Eng manager-mode plan review. Lock in the execution plan — architecture, data flow, diagrams, edge cases, test coverage, performance.
Generate project documentation from codebase analysis — ARCHITECTURE.md, API_ENDPOINTS.md, DATABASE_SCHEMA.md.
Right-sizes architecture to project scope. Prevents over-engineering by classifying projects into 6 tiers and constraining pattern choices accordingly.
Exploration symbolique du code avec Serena MCP. Utiliser pour naviguer dans le code par symboles (fonctions, classes, hooks), trouver des définitions, et comprendre l'arc — from…
Exploration symbolique du code avec Serena MCP. Utiliser pour naviguer dans le code par symboles (fonctions, classes, hooks), trouver des définitions, et comprendre l'arc — from…
Service mesh configuration and operations expertise for Istio, Linkerd, and Consul Connect
Clean code, robust architecture, no test slop. Foundational skill for high-quality software engineering, code structure, and reviews.
AI-powered analysis of tumor clonal architecture, subclonal dynamics, and evolutionary trajectories from multi-region sequencing and longitudinal liquid biopsy data.
AI-powered intratumor heterogeneity analysis for clonal architecture reconstruction, subclonal evolution tracking, and therapy resistance prediction using multi-region and…
Xử lý từng GROUP một cách có hệ thống trong Whole Knowledge Architecture. Hỗ trợ expand, refine, và enrich nội dung từng nhóm khái niệm.
Explore and understand an existing codebase. Use when the user wants to understand the code, explore a project, discover an architecture, or before modifying existing code.
Create a new Architecture Decision Record in .context/decisions/. Use when documenting an architectural decision.
SAM-style feature initiation workflow: discovery -> codebase analysis -> architecture spec -> task decomposition -> validation -> context manifest.
Create a new Architecture Decision Record with sequential numbering and AgentDB registration
ADR(Architecture Decision Record) 작성 스킬. 두 개 이상의 기술 선택지를 비교하고 추천안과 그 근거, 숨겨진 비용, 확장성, 2년 뒤 기술 부채까지 입체적으로 평가한다. 비개발자도 이해할 수 있도록 한국어 위주 설명 + 추천안 강조.
Generate architecture guidelines for the project. Analyzes tech stack from DESCRIPTION.md, recommends an architecture pattern, and creates .ai-factory/ARCHITECTURE.md.
Analyze a codebase to generate a comprehensive architecture and structure report. Use when user wants to understand a codebase, explore project structure, or generate analysis.
Drive an Arc42 + 12-Factor questionnaire to baseline architecture and operability decisions before /spec:design.
Create, extract, or convert an ADR (architectural decision record) using the ADR template. Use when creating new ADRs, extracting an ADR from existing documentation, converting a…
Use this skill when documenting significant architectural decisions. Provides ADR templates following the Nygard format with sections for context, decision, consequences, and…
Use when: comparing two or more candidate architectures, designs, or technical approaches against weighted quality attributes: performance, consistency and correctness,…
Generate a static architecture page that reads ADRs, Mermaid diagrams, CHANGELOG, SBOM, tech-debt log into one navigable UI; per frontend stack
Get a second opinion from leading AI models on code, architecture, strategy, prompting, or anything. Queries models via OpenRouter, Gemini, or OpenAI APIs.
Build a working application from an AutoGherk spec-output folder containing architecture blueprints, design tokens, and reference screenshots
Create the next-numbered Architecture Decision Record in the project's docs/ADR/ directory, using the Nygard format (Status, Context, Decision, Consequences).