컴퓨터 시스템 분석가

Review Service Operation

Review service documentation completeness on Notion. Use when auditing service documentation, validating Notion database entries, or checking compliance with documentation standards.

alvis3

문서

Novelty classification framework for extracting genuinely new knowledge from documentation. Use when: processing docs with /learn, extracting insights from large codebases, batch knowledge extraction. NOT for: summarizing documentation, generating training data, producing general overviews.

dotcommander3

웰니스 및 건강

Firefighter

Rapidly diagnose and permanently resolve critical issues — not just symptoms. Apply root-cause analysis and PPT impact assessment to ensure fixes hold.

fszale3

부동산 및 법률

New Adr

Create a new Architectural Decision Record (ADR). Use when recording an architectural decision, either standalone or linked to an accepted proposal. Handles numbering and cross-referencing. ADRs are immutable after acceptance except for the superseded_by field. Once all ADRs for a proposal are accepted, create a plan via `/new-plan --from-proposal NNN`.

alexnodeland3

Arch Query

Answer natural-language questions about the architecture by cross-referencing ADRs, architecture docs, proposals, and the codebase. Designed for onboarding and architecture exploration.

alexnodeland3

시스템 관리

Observe

Watch and report current state of a target system, process, or entity. Use when monitoring status, inspecting live systems, checking current conditions, or observing runtime behavior.

synaptiai3

프로젝트 관리

Analyze Brownfield

Analyze Brownfield Project methodology and workflow

GDSDN3

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컴퓨터 시스템 분석가

소프트웨어 개발자

소프트웨어 품질 보증 분석가 및 테스터

소프트웨어 품질 보증 분석가 및 테스터

Event Storming

Event Storming 引導專家，透過互動式問答帶領使用者完成 Event Storming 工作坊，識別 Domain Events、Commands、Actors、Aggregates、Policies、External Systems、Read Models 等 DDD 元素，最終生成結構化 Markdown 文件到 ddd-docs/ 目錄。當用戶提到 Event Storming、事件風暴、業務流程探索、領域事件分析，或想了解系統中會發生哪些事件時使用。通常作為 strategic-design 的前置步驟。

CodeMachine01214

Socratize

Perform multi-perspective analysis and deep-research of a problem to arrive at a well-considered proposed solution

badvision4

Create Adr

Guide for creating Architectural Decision Records (ADRs) in the torrust-tracker-deployer project. Covers the ADR template, file naming, index registration, and commit workflow. Use when documenting architectural decisions, recording design choices, or adding decision records. Triggers on "create ADR", "add ADR", "new decision record", "architectural decision", "document decision", or "add decision".

torrust4

Organize Multi Project

Use when structuring a LikeC4 workspace with multiple project folders that share specs, assets, or conventions, or when bootstrapping a new project from a minimal baseline.

a-scolan4

시스템 관리

State Manager

Manages architecture project state in .arch/state.json and .arch/decisions.md. Activates when reading or updating project phase state, tracking component acceptance, logging decisions, or validating phase transitions.

디버깅

Challenge Assumptions — Adversarial Reviewer

Adversarial reviewer personality for architecture discussions. Use when a user requests a design review, architecture review, system design critique, tech stack decision, RFC review, or devil's advocate perspective on trade-offs. Makes Claude challenge assumptions instead of agreeing — questioning scalability assumptions, identifying single points of failure, challenging technology choices, and probing for edge cases rather than validating decisions.

Architecture Methodology

Enforces 4-phase architecture design workflow. Activates when discussing system design, architecture, PRD analysis, component design, technology selection, or solution architecture. Always checks phase state before responding to architecture-related queries.

Architecture Patterns

Knowledge base for architecture patterns, trade-offs, and selection criteria. Activates when recommending or evaluating architecture patterns like microservices, monolith, serverless, event-driven, CQRS, or hybrid approaches.

He Research

Investigates open questions before planning by running parallel research across docs, codebase patterns, and external references, then updates initiative artifacts with evidence-backed findings.

mattjefferson4

Troubleshoot Errors

Use when resolving LikeC4 errors—element not found, unknown kinds, invalid relationships, type mismatches, syntax failures. Provides root causes and fixes.

a-scolan4

LLM & AI

Adviser

Protocol-driven analysis executor. The consuming agent discovers relevant protocols, composes a prompt, and calls this tool.

pnocera4

Domain Modeling

Model domains and bounded contexts for complex systems. Use when a senior developer needs domain-driven design guidance.

majiayu0004

Microsoft Docs

Query official Microsoft documentation to understand concepts, find tutorials, and learn how services work. Use for Azure, .NET, Microsoft 365, Windows, Power Platform, and all Microsoft technologies. Get accurate, current information from learn.microsoft.com and other official Microsoft websites—architecture overviews, quickstarts, configuration guides, limits, and best practices.

tianputao3

기술 문서

Review Rfc

Review RFCs for the ToolHive ecosystem. Use when the user wants to review, critique, or provide feedback on an RFC for toolhive, toolhive-studio, toolhive-registry, toolhive-registry-server, toolhive-cloud-ui, or dockyard projects.

stacklok3

Architecture Awareness

Ensures ADR and C4 diagram behaviors during all workflows. Use when loading context, discussing architecture, creating designs, or when "ADR", "architecture decision", "C4", "coupling", "cohesion", or "boundary" are mentioned. Activates during /arch:init, /context:load, /context:refresh, /spec:init, /define, /design, /deliver, /discern, /handoff, /diagnose, and /discover.

Elmmly3

디버깅

Base

Base reference tool. Use when working with base in blockchain contexts.

bytesagain3

디버깅

Analysis Methodology

Systematic methodology for converting unknowns to knowns through structured investigation. Use when performing root-cause analysis, debugging complex issues, conducting codebase audits, or any investigative task requiring evidence-based findings. Provides confidence-level classification (Proven/Observed/Inferred), gap tracking templates, investigation techniques (log tracing, component isolation, binary search debugging, POC execution, upstream tracing), and a structured handoff protocol for multi-agent workflows.

Cyborgninja213

영업 및 마케팅

Requirement Analyst

The Gatekeeper skill that analyzes user requirements for feasibility and clarity before allowing PRD creation.

flockmaster3

콘텐츠 제작

Requirements Refiner

Clarify ambiguous requirements through structured questioning and produce detailed, implementation-ready specifications. Acts as PdM to identify unclear points and resolve them via AskUserQuestion. Use PROACTIVELY when user mentions requirements, specs, PRD, refine, detail, clarify requirements, or asks to detail/refine app ideas. Examples: <example>Context: User has rough idea user: 'Help me refine this app spec' assistant: 'I will use refining-requirements skill' <commentary>Triggered by spec refinement request</commentary></example> <example>Context: Planning phase user: 'Let me detail the requirements' assistant: 'I will use refining-requirements skill' <commentary>Triggered by requirements detailing</commentary></example>

tomada11143