takusaotome

工程ごとの完了判定、品質ゲート、証跡、標準検証コマンド、例外運用を設計するスキル。 実装完了・テスト実施・品質確認完了・出荷可能を分離し、再利用可能な gate matrix を作る。 「全OK」「完了」などの曖昧な完了表現を排除し、証跡に基づく退出条件を定義する。 Use when defining Definition of Done, quality gates, exit criteria, release readiness gates, evidence requirements, exception handling, or standardized verification commands. Covers: definition of done, quality gate, exit criteria, release readiness, 完了判定, 品質ゲート. Distinct from project-completeness-scorer (which scores) -- this skill designs the gates and criteria themselves.

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コンプライアンス・内部統制支援の専門スキル。J-SOX/SOX対応、リスクコントロールマトリクス（RCM）作成、 内部監査計画策定をサポート。内部統制の整備・運用評価から監査対応まで一貫した支援を提供。 日英両言語のテンプレートを提供し、グローバル企業にも対応。COSO内部統制フレームワーク（2013年版）に準拠。 Use when: creating J-SOX/SOX compliance documentation, building risk control matrices, planning internal audits, or assessing internal control effectiveness. Triggers: "J-SOX", "SOX", "内部統制", "コンプライアンス", "RCM", "リスクコントロールマトリクス", "内部監査", "compliance", "internal control", "internal audit", "risk assessment", "COSO"

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4人の異なる専門家ペルソナ（20年ベテランエンジニア、TDDエキスパート、Clean Codeエキスパート、バグハンター）で ソースコードを批判的にレビューするスキル。設計判断、テスト容易性、可読性、バグ検出の観点から コードの問題を検出し、改善提案を行う。Python/JavaScriptに対しては追加のチェックポイントを適用。 バグハンターは状態遷移、例外パス、依存関係、非同期競合に特化し、本番環境での問題を事前に検出する。 Use when reviewing source code from multiple expert perspectives to find design flaws, testability issues, code quality problems, and runtime bugs. Triggers: "critical code review", "multi-persona code review", "expert code review", "code quality assessment", "find bugs".

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エラーや例外シナリオを顧客体験(CX)の観点で体系的に分析し、改善優先度を付ける スキル。6軸評価（影響度・頻度・復旧容易性・メッセージ品質・感情的影響・ ビジネスコスト）でスコアリングし、Impact vs Effort マトリクスで改善施策を 優先順位付けする。Use when analyzing error scenarios from customer experience perspective, evaluating error message quality, prioritizing error UX improvements, or creating CX-focused error analysis reports. Triggers: "CXエラー分析", "error experience", "エラーUX改善", "customer experience error", "エラーメッセージ品質", "error scenario analysis", "顧客体験エラー評価"

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DAMA-DMBOK（Data Management Body of Knowledge）準拠のデータマネジメントスキル。 11の知識領域（データガバナンス、データ品質、メタデータ管理、MDM等）を網羅し、 データ戦略策定から具体的な改善施策まで支援する。 Use when: データ戦略策定、データガバナンス構築、データ品質改善、データカタログ作成、 MDM導入、DX推進、データ移行プロジェクト、データ成熟度評価。 Triggers: "データガバナンス", "データ品質", "データカタログ", "メタデータ管理", "MDM", "データ戦略", "DMBOK", "データ成熟度", "データリネージ"

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Comprehensive data science workflow skill for analyzing tabular and time series data. Use when conducting exploratory data analysis, building predictive models, performing feature engineering, or generating data-driven insights. Supports end-to-end analysis from data understanding through model deployment, following industry best practices for regression, classification, time series forecasting, and statistical analysis.

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Professional data visualization skill specialized in creating reader-friendly, accessible, and aesthetically pleasing charts and dashboards. Use this skill when you need to create visualizations, choose appropriate chart types, design color schemes, create dashboards, or apply design best practices for data communication. Expertise includes visualization principles, color theory, typography, layout design, and accessibility guidelines.

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Use this skill for critical code review that focuses on whether the code actually works correctly and achieves the expected results - not just whether it matches a design document. This skill assumes designs can be wrong, finds bugs the design didn't anticipate, and verifies end-to-end correctness. Triggers include "critical code review", "deep code review", "verify this implementation works", "find bugs in this code", or reviewing implementation against requirements. NOTE - Security review is OUT OF SCOPE; use a dedicated security review skill for that purpose.

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人間中心のイノベーション・問題解決スキル（Design Thinking）。Stanford d.school / IDEOが体系化した 5フェーズ（共感→定義→発想→試作→検証）で、曖昧な課題を具体的な解決策に変換する。 Use when: 新サービス企画、UX改善、顧客理解、問題の再定義、イノベーション創出、ワークショップ設計。 Triggers: "ペルソナを作りたい", "顧客の課題を理解したい", "アイデア出しをしたい", "ジャーニーマップを作成", "プロトタイプを作りたい", "design thinking", "HMW", "エンパシーマップ"

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docling CLIを使用したドキュメント変換スキル。PDF、DOCX、PPTX、HTML、画像、Excel等のあらゆるドキュメントをMarkdown、JSON、YAML、HTML、テキストに変換。OCR対応で画像内テキストも抽出可能。Use when converting documents to Markdown or other formats, extracting text from PDFs, processing scanned documents with OCR, or converting office documents. Argument hint: [file_path] [--to md|json|yaml|html|text] [--ocr-lang ja] [--output output_dir]

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Review skills in any project using a dual-axis method: (1) deterministic code-based checks (structure, scripts, tests, execution safety) and (2) LLM deep review findings. Use when you need reproducible quality scoring for `skills/*/SKILL.md`, want to gate merges with a score threshold (for example 90+), or need concrete improvement items for low-scoring skills. Works across projects via --project-root.

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DuckDBを使用した大規模データ分析の専門スキル。DuckDBのアーキテクチャ、SQL構文、パフォーマンス最適化、各種ファイル形式（CSV、Parquet、JSON等）の効率的な読み込み・書き出しを熟知。メモリ効率の良い分析、複雑なクエリの最適化、データパイプライン構築を支援。Use when analyzing large datasets, querying CSV/Parquet/JSON files directly, building data pipelines, or optimizing analytical queries with DuckDB.

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Explain a topic like I'm a 5 year old, as a single HTML artifact built from big pictures and very few words. Use this whenever the user asks for a dead-simple explanation of how something works, says "ELI5", "explain like I'm five", "簡単に説明して", "図で説明して", "初心者向けに", "素人にもわかるように", wants to explain a concept to a non-technical manager, customer, or family member, or asks for a visual explainer — even if they don't say "ELI5" explicitly.

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Analyze email threads to extract current status, pending actions, timeline of events, and identify stale/outdated information. Use when asked to summarize email conversations, find outstanding action items in email chains, or detect when a thread summary is out of date.

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Analyze inbox emails to identify action-required items, prioritize by urgency/importance, classify by topic, and draft contextual replies. Use when triaging unread emails, prioritizing inbox, generating response drafts, or tracking email response status.

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ESG(環境・社会・ガバナンス)レポート作成支援スキル。GRI、SASB、TCFD、CDP等の国際基準に準拠した サステナビリティレポート作成、マテリアリティ分析、KPI設定、データ収集・開示をサポート。 Use when creating sustainability reports, conducting materiality assessments, setting ESG targets, or preparing disclosures aligned with GRI, SASB, TCFD, CDP, or CSRD standards. Triggers: "ESG report", "sustainability report", "TCFD", "GRI", "SASB", "CDP", "materiality assessment", "carbon footprint".

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Use this skill when creating executive-level briefing materials, board reports, management meeting presentations, or investor briefings. This skill provides the "So What? / Why Now? / What Next?" framework, data visualization guidelines optimized for executives, and professional templates for rapid document creation. Triggers include "create board report", "executive summary", "management meeting materials", "investor presentation", "one-page summary", or requests to communicate complex information to senior leadership.

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Professional financial analysis skill for investment decisions, budgeting, financial statement analysis, and business plan evaluation. Use this skill when you need to analyze financial ratios (profitability, safety, efficiency), calculate DCF/NPV/IRR valuations, perform budget variance analysis, or conduct sensitivity/scenario analysis. Triggers include "analyze financial statements", "calculate DCF", "investment evaluation", "budget variance", "財務分析", "投資評価", "予算差異分析".

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Review audit-related documents (control design documents, bottleneck analyses, requirements definitions, etc.) for quality, scoring them 0-100 with a severity-rated findings list. Use when reviewing audit documents, checking control design quality, or verifying cross-document consistency. Supports documents governed by US GAAP, IFRS, or J-GAAP.

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Transform client hearing sheets and meeting notes into structured requirements documents. Use when converting raw hearing data (Japanese/English) into formal requirements, generating traceability matrices, identifying gaps/ambiguities, and mapping requirements to WBS items. Triggers include "hearing to requirements", "meeting notes to specs", "requirements traceability", "gap analysis for requirements", or requests involving hearing sheet analysis.

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Internal audit support skill aligned with IIA (Institute of Internal Auditors) International Standards. Provides risk-based audit planning, audit program development, workpaper documentation, finding development (Condition/Criteria/Cause/Effect), and Corrective Action Request (CAR) tracking. Use when: planning annual/quarterly audits, creating risk assessment matrices, developing audit programs and test procedures, documenting audit workpapers, writing audit findings and reports, tracking corrective actions and follow-ups, preparing for external audits (SOX, ISO). Triggers: "internal audit", "audit plan", "audit program", "audit workpaper", "audit finding", "risk assessment", "CAR tracking", "corrective action", "IIA Standards", "COSO framework", "監査計画", "監査プログラム", "監査調書", "是正措置", "リスク評価".

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Compose professional internal emails for coordination tasks like vendor quote requests, task delegation, and follow-up communications. Generates bilingual (JA/EN) email drafts with proper business tone. Use when user needs to draft internal emails for vendor RFQ forwarding, quote compilation requests, status updates, or task delegation.

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ISO規格（ISO 9001品質、ISO 27001情報セキュリティ、ISO 22301事業継続等）の認証取得支援スキル。 ギャップ分析、文書化支援、内部監査、認証準備を提供。 Use when pursuing ISO certification, conducting gap analysis, or implementing ISO-compliant management systems. Triggers: "ISO 9001", "ISO 27001", "ISO 22301", "ISO certification", "quality management", "ISMS", "gap analysis".

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