ai-code-review
指定されたPRをセキュリティ、ドキュメントとの乖離、可読性・複雑度、ライブラリ選定、PR説明の適切性、既知脆弱性の検出の観点でレビューし、人間向け・AI向けの2形式でPRにコメントする。初回レビューおよび修正後の再レビューに対応。
depth-interviewing-career
キャリア設計のためのデプスインタビューを実施し、本人の価値観・強み・動機を引き出す。5 Whys、ラダリング法を用いてキャリアビジョンの明確化を支援し、すべての会話をファイルに記録する。転職相談、自己理解、キャリアカウンセリング時に使用する。
depth-interviewing-product
サービス開発のためのデプスインタビューを実施し、ユーザーの真のニーズ・課題・動機を引き出す。5 Whys、ラダリング法を用いてプロダクト開発に活かせるインサイトを発見し、すべての会話をファイルに記録する。ユーザーリサーチ、課題発見、ペルソナ構築時に使用する。
health-check
インフラメトリクスの定期調査を体系的に実施し、サービスの健全性を評価するスキルです。2層アプローチ（全体俯瞰→詳細深掘り）で11カテゴリのメトリクスを確認し、相関分析と5大原則に基づいた構造化レポートを作成します。
incident-rca
インシデント調査で根本原因を特定するためのなぜなぜ分析ファシリテーションツールです。推測を避け、ユーザーの発言を記録し、リアルタイムでマインドツリーを作成して全体を可視化します。複合要因を分割し、最低1つの根本原因を特定します。
jules-cli
docs/sdd/tasks/に記載されたタスクをJules CLIを使って依頼・管理します。タスクを日本語でフォーマットしてJulesに送信し、進捗を追跡して完了後にdocs/sdd/tasks/を更新します。
knowledge-base
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operations-design
運用設計コンサルタントとして、対象業界の最新トレンドを調査し、サービス仕様をヒアリングした上で、ITIL 4・SRE・DevOpsのベストプラクティスに基づいた運用設計書を作成します。推論を避け、不明点は必ず質問し、一貫性を保つよう客観的にレビューします。
pr-comment-fixer
GitHub PRのレビューコメント（インラインスレッド・レビュー本文・Issueコメント）を自動検出し、修正を適用するスキル。CodeRabbit・Copilot等のbotコメントにも対応。
report-summarizing
調査結果や分析レポートを4層構造（エグゼクティブサマリー→概要→詳細→Appendix）で整理し、意思決定者向けに構造化します。レポート作成時や既存ドキュメントの再構成時に使用してください。
requirements-defining
EARS記法を用いた要件定義書を作成・編集します。ユーザーストーリーの作成、受入基準の定義、非機能要件の整理が必要な場合に使用してください。
sdd-document-management
SDDドキュメントの整合性チェック、実装同期確認、アーカイブ、ファイル最適化を行う。ドキュメント間の矛盾検出、実装との乖離確認、完了タスクの整理、肥大化ファイルの分割が必要な場合に使用する。
sdd-documentation
ソフトウェア設計ドキュメント（SDD）を作成・管理・実装・トラブルシュートする。requirements/、design/、tasks/の作成、タスク実行、逆順レビュー、問題分析・修正を統括。SDDワークフロー全体の管理、エラー・バグ・動作不良の分析と修正、追加実装・機能追加に対応。
sdd-troubleshooting
エラー・バグ・問題を体系的に分析し修正方針を策定する。テスト失敗、ビルドエラー、実行時エラー、動作不良、バグ報告に対応。問題指摘・修正依頼時に、根本原因を分析してから修正を行う。
software-designing
技術設計書を作成・編集します。アーキテクチャ設計、コンポーネント定義、API設計、データベーススキーマの文書化が必要な場合に使用してください。requirements/が存在する場合は整合性を確認します。
task-planning
実装タスク管理書を作成・編集します。設計書からタスク分解、AIエージェント向けの具体的な実装指示、TDD手順の定義が必要な場合に使用してください。requirements/、design/との整合性を逆順レビューで確認します。
things-url
Things 3とClaude Codeのタスクを双方向で共有します。URLスキームによるタスク送信（書き込み）と、AppleScript（osascript）によるタスク読み取りの両方に対応。TodoWrite/docs/sdd/tasks/との同期も可能です。
strava-injury-risk-triage
Assess injury/fatigue risk using current vs prior weeks from Strava MCP weekly_stats.
strava-next-week-planner
Generate a next-week training plan from weekly load + risk outputs (derived from Strava MCP data).
fastapi-python-expert
Use this agent when you need to design, implement, or optimize FastAPI backend applications. This includes API endpoint creation, database integration, authentication/authorization implementation, cloud deployment strategies, business logic architecture, performance optimization, and following FastAPI best practices.
agent-memory
Bootstrap skill that teaches Claude about the shared Agent-memory system for cross-session and cross-team knowledge
implementing-in-background
Orchestrates multiple AI agents (Claude, Codex, Gemini) for parallel implementation in the background. Separates independent tasks from planning docs, each agent writes code directly. Context-safe with auto-save. Use for "백그라운드 구현", "bg impl", "병렬 구현", "Codex로 구현", "구현해줘", "코드 작성해줘" requests.
planning-in-background
Orchestrates multiple AI agents (Claude, Codex, Gemini) for parallel planning in the background with auto-save. Agents continue running even when session hits context limits. Use for "백그라운드 기획", "bg plan", "병렬 기획", "멀티 AI 기획", "기획해줘", "N명이 기획", "계획", "플래닝", "plan", "설계" requests.
background-reviewer
Orchestrates multi-LLM parallel code review using Claude, Codex, and Gemini. Each agent reviews from a different perspective using agent personas (security, architecture, code quality, performance). Supports persona-based review via `agt persona review`. Use for "코드 리뷰", "리뷰해줘", "bg review", "멀티 리뷰", "background review", "페르소나 리뷰" requests.
review-fix-loop
Autonomous review-fix cycle that continuously reviews code using background-reviewer, fixes issues, and repeats until all findings are resolved. Use for "리뷰 루프", "자동 개선", "review fix loop", "리뷰 반복", "코드 개선 루프", "keep reviewing" requests.
analyzing-business-model
Analyzes the current repository's service from a business model perspective. Multiple BM expert agents (revenue strategist, market analyst, user value analyst, growth strategist) analyze in parallel and suggest monetization strategies. Use for "BM 분석", "수익화 분석", "비즈니스 모델 분석" requests.
processing-documents
Processes PDF, DOCX, XLSX, PPTX documents including analysis, summarization, and format conversion. Use for "문서 분석", "PDF 변환", "Excel 추출", "문서 요약" requests or when working with office documents.
analyzing-proposals
Analyzes business proposals and RFP documents, evaluating pricing, deadlines, and technical specifications for feasibility. Generates go/no-go reports. Use for proposal analysis, RFP review, bidding assessment, or business feasibility evaluation.
managing-context
Discovers and loads relevant project context from markdown documentation before each task. Matches context documents based on keywords, file paths, and task types. Use at task start to access project plans, architecture, and implementation status.
indexing-static-context
Provides an index of global static context files in ~/.agents/. Returns appropriate static file paths for natural language queries like "내 정보", "보안 규칙". Use when other skills or agents need to locate reference information.
managing-context-worktree
Evaluates context similarity between new and existing work, automatically creating git worktree on a new branch when tasks differ. Activates on task start, new feature implementation, or switching to different issues.
committing-and-creating-pr
Guides git commit and PR creation with security validation to prevent sensitive information leaks. Activates on "커밋", "commit", "PR", "pull request" requests. Enforces consistent commit style.
preparing-iac-deployment
Prepares IaC project deployment by analyzing the current project and generating K8s manifests, Dockerfiles, CI/CD workflows in standardized structure. Use for "배포 준비", "IaC 설정", "k8s 매니페스트", "deploy prep" requests.
reviewing-code-multi-ai
Orchestrates multiple AI tools (Claude, Codex, Gemini, Droid) for comprehensive code review from multiple perspectives. Use for "멀티 AI 리뷰", "코드 리뷰", "종합 리뷰" requests or when thorough multi-agent review is needed.
automating-browser
Provides Playwright-based browser automation and E2E testing. Supports screenshots, web scraping, and form automation. Use for "브라우저", "스크린샷", "E2E 테스트", "웹 스크래핑" requests.
looping-pr-reviews
Waits for PR reviews and automatically applies fixes in a loop. Analyzes review comments and commits corrections until approval. Use for "리뷰 대기", "리뷰 반영", "자동 리뷰 수정", "review loop" requests.
managing-tasks
Integrates with Task Master CLI (tm) for AI-powered project task management. Use for "다음 작업", "작업 목록", "tm", "task", "작업 상태" requests or when managing project tasks.
automating-appstore-connect
Automates App Store Connect via JWT API/Playwright hybrid. Supports app info, builds, TestFlight deployment, screenshot upload, and app submission. Use for "ASC", "TestFlight", "앱스토어", iOS deployment tasks.
managing-discord
Manages Discord servers/channels via REST API. Supports channel CRUD, permissions, messaging, and webhooks. Use for "Discord", "디스코드", "채널 관리", "discord bot" requests.
integrating-search-console
Integrates with Google Search Console API. Supports search performance analysis, URL inspection, sitemap management, and site verification. Use for "GSC", "서치콘솔", "검색 성과", "SEO 분석" requests.
managing-kubernetes
Manages Kubernetes clusters via kubectl. Supports pod/deployment/service management, log viewing, port-forwarding, and debugging. Use for "k8s", "kubectl", "파드", cluster management tasks.
uploading-to-notion
Uploads Claude session summaries or markdown reports to Notion. Use for "노션 업로드", "결과 저장", "notion 정리", "세션 요약", "리포트 업로드", "보고서 작성" requests.
managing-obsidian-tasks
Reads and manages tasks from Obsidian Vault's TaskManager. Supports Board.md (Kanban), Table.md (Dataview), Notes/*, with automatic workspace project sync. Use for "작업 목록", "할일 조회", "task 읽기", "obsidian 작업" requests.
writing-to-obsidian
Uploads documents to Obsidian Vault. Saves project context to workspace/{project}/context/, research/reports to articles/ with YYYY-MM-DD prefix. Use for "obsidian 업로드", "옵시디언 저장", "vault 업로드", "아티클 저장" requests.
managing-services
Centrally manages Docker containers and services. Supports service registration, listing, status updates, and port conflict detection. Use for "서비스 등록", "서비스 목록", "포트 확인", "컨테이너 관리", "docker 상태" requests.
developing-slack-apps
Develops Slack apps and API integrations. Supports Bolt framework, Block Kit UI, event handling, and slash commands. Use for "Slack", "슬랙", "봇", "webhook" requests or Slack app development.
managing-vault-secrets
Manages credentials and API keys from Vaultwarden. Auto-triggers when credentials are needed. Use for "vault 조회", "API 키 가져와", "비밀번호 저장", "secret 등록" requests.
karpathy-guidelines
Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface assumptions, and define verifiable success criteria.
managing-skills
Manages the skill ecosystem and maintains quality. Provides skill status overview, quality analysis, issue diagnosis, improvement suggestions, auto-fixes, and new skill creation guides. Use for "스킬 분석", "스킬 현황", "스킬 만들기", "스킬 개선" requests.
recommending-skills
Automatically recognizes and recommends suitable skills for user requests. Discovers helpful installed skills even without explicit skill requests. Implicitly activates on all user requests.
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