Research

Use when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated editing

Use when user provides YouTube URL and says "document this", "create notes", or "save this video". Automatically extracts transcript, determines folder placement, and generates Knowledge Framework documentation with MECE structure, Mermaid diagrams, and clickable timestamp citations.

Hypothesis-driven hunt plan for suspicious PowerShell, plus query snippets for common telemetry.

Scaffold complete forecasting experiments with Nixtla libraries - creates config files, experiment harness, and evaluation workflows

Use when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated editing

Use when reviewing pull request changes before providing feedback - analyzes PR with feature-research, presents structured findings, offers user choices for commenting or documentation

AIWorkflowOrchestratorプロジェクトの仕様管理スキル。 仕様書を検索・参照するためのインターフェース。 references/配下に全仕様を格納し、キーワード検索で必要な情報に素早くアクセス。 Anchors: • Specification-Driven Development / 適用: 仕様書正本 / 目的: 実装との一貫性 • Progressive Disclosure / 適用: 検索→詳細参照 / 目的: コンテキスト効率化 • MECE原則 / 適用: トピック分類 / 目的: 漏れなく重複なく Trigger: プロジェクト仕様の検索、アーキテクチャ確認、API設計参照、セキュリティ要件確認、テスト戦略参照を行う場合に使用。 仕様, 要件, アーキテクチャ, API, データベース, セキュリティ, UI/UX, デプロイ, Claude Code, テスト, MSW, カバレッジ

Generate formatted bibliography and citations in various academic styles.

This skill enables Claude to design and execute chaos engineering experiments to test system resilience. It is used when the user requests help with failure injection, latency simulation, resource exhaustion testing, or resilience validation. The skill is triggered by discussions of chaos experiments (GameDays), failure injection strategies, resilience testing, and validation of recovery mechanisms like circuit breakers and retry logic. It leverages tools like Chaos Mesh, Gremlin, Toxiproxy, and AWS FIS to simulate real-world failures and assess system behavior.

This skill enables Claude to detect potential memory leaks and analyze memory usage patterns in code. It is triggered when the user requests "detect memory leaks", "analyze memory usage", or similar phrases related to memory leak detection and performance analysis. The skill identifies potential issues such as unremoved event listeners, closures preventing garbage collection, uncancelled timers, unbounded cache growth, circular references, detached DOM nodes, and unnecessary global state accumulation. It then provides detailed fix recommendations. Use this skill to proactively identify and resolve memory leaks, improving application performance and stability.

Validates messaging consistency across website, GitHub repositories, and local documentation. Generates comprehensive read-only discrepancy reports showing where messaging conflicts or inconsistencies exist. Activates when user mentions "consistency check", "validate documentation", "check for mixed messaging", "audit content consistency", or before updating internal paperwork.

Use when refactoring or implementing features - validation, component design, API research

Comprehensive guide for creating, reviewing, and improving skills that extend Claude's capabilities with specialized knowledge, workflows, and tool integrations. Use this skill when: (1) Creating a new skill from scratch, (2) Reviewing or auditing an existing skill for quality and adherence to best practices, (3) Updating or refactoring an existing skill, (4) Understanding skill architecture, anatomy, and design patterns, (5) Troubleshooting skill loading, triggering, or packaging issues, (6) Learning how to effectively use bundled resources like scripts, references, and assets, (7) Planning what type of skill structure is appropriate for a given use case.

Comprehensive superskill consolidating 41 professional development skills across planning, testing, debugging, code review, git workflow, writing, architecture, meta-skills, thinking frameworks, and communication. Use when you need a complete reference for software development best practices, workflows, and methodologies.

Help plan engaging blog posts: research topics, create outlines, suggest headlines, and draft compelling introductions. Use when user asks to plan or write blog content.

This skill should be used when checking Hugo content for consistency issues, validating internal references, detecting duplicate content, verifying frontmatter completeness, and ensuring proper naming conventions. Use this skill to audit content quality, fix broken links, and maintain consistency across a Hugo site.

ユーザーインタビュー、要件ヒアリング、ステークホルダー聞き取り時に使用するスキル。オープンエンド質問、要求の深掘り、前提の明確化を通じて、ユーザーの真のニーズを引き出します。Anchors:• Interviewing Users (Steve Portigal) / 適用: インタビュー設計と実施 / 目的: バイアスを避け深い洞察を得る• Just Enough Research (Erika Hall) / 適用: 実践的なヒアリング / 目的: 限られた時間で最大の洞察を得る• Software Requirements (Karl Wiegers) / 適用: 要件分析と構造化 / 目的: 曖昧さを排除し完全性を確保• The Mom Test (Rob Fitzpatrick) / 適用: 過去の具体的行動の質問 / 目的: 仮定的な話を避け真の課題を発見Trigger:Use when conducting user interviews, requirements gathering, stakeholder hearing.Open-ended question design, ambiguous requirement clarification, hidden needs discovery, 5Why analysis.

Automates AI briefing preparation and technology research. Use for regular updates on AI trends, tools, and models relevant to the job search.

基本実装パターン（シンプル指示/ステップバイステップ/条件分岐/ファイル参照）を整理し、パターン選定とテンプレート適用を支援するスキル。選定基準、実装の骨格、検証手順を一貫して整理する。Anchors:• The Pragmatic Programmer (Andrew Hunt, David Thomas) / 適用: コマンド設計 / 目的: 実践的な手順設計パターンの習得Trigger:Use when selecting or reviewing basic command patterns, or structuring workflows for simple/step/conditional/file-reference commands.command basic patterns, simple command, step-by-step, conditional command, file reference

Generate answers to questions with structured output using AI search and synthesis. Use when you need factual answers with citations from web sources, or when you want to extract specific structured information in response to a query.