nahisaho
- 629 skills
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- ▌ AI Ml Engineer · nahisaho bundleCopilot agent that assists with machine learning model development, training, evaluation, deployment, and MLOps Trigger terms: machine learning, ML, AI, model training, MLOps, model deployment, feature engineering, model evaluation, neural network, deep learning Use when: User requests involve ai ml engineer tasks.
- ▌ Code Reviewer 2 · nahisaho bundleCopilot agent that assists with comprehensive code review focusing on code quality, SOLID principles, security, performance, and best practices Trigger terms: code review, review code, code quality, best practices, SOLID principles, code smells, refactoring suggestions, code analysis, static analysis Use when: User requests involve code reviewer tasks.
- ▌ Security Auditor 2 · nahisaho bundlesecurity-auditor skill Trigger terms: security audit, vulnerability scan, OWASP, security analysis, penetration testing, security review, threat modeling, security best practices, CVE Use when: User requests involve security auditor tasks.
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- ▌ Musubix Sdd Workflow 2 · nahisahoGuide for MUSUBIX SDD (Specification-Driven Development) workflow. Use this when asked to develop features using MUSUBIX methodology, create requirements, designs, or implement code following the 9 constitutional articles.
- ▌ Musubix Sdd Workflow 3 · nahisahoGuide for MUSUBIX SDD (Specification-Driven Development) workflow. Use this when asked to develop features using MUSUBIX methodology, create requirements, designs, or implement code following the 9 constitutional articles.
- ▌ Musubix Code Generation 2 · nahisahoGuide for generating code from design specifications using MUSUBIX. Use this when asked to generate code, implement features, or create components following design documents.
- ▌ Orchestrator 2 · nahisahoRoute Accenture-style consulting requests to the most appropriate ACN framework or full-research flow. Use when selecting DX, cost, operations, value creation, or growth-oriented analyses.
- ▌ Orchestrator 3 · nahisahoRoute BCG-style consulting requests to the most appropriate BCG framework or full-research flow. Use when selecting portfolio, growth, TSR, advantage, or strategy analyses.
- ▌ Orchestrator 4 · nahisahoRoute McKinsey-style consulting requests to the most appropriate framework or full-research flow. Use when selecting issue trees, hypothesis-driven analysis, 7S, growth, or industry analysis.
- ▌ Orchestrator 5 · nahisahoRoute PwC-style consulting requests to the most appropriate PwC framework or full-research flow. Use when selecting strategy, transformation, deal, impact, or risk analyses.
- ▌ Orchestrator 6 · nahisahoRoute education support requests to the most appropriate educationalist sub-skill. Use when deciding among lesson planning, materials, assessment, individual support, feedback, guidance, or theory lookup.
- ▌ Orchestrator 7 · nahisahoRoute an agent-skills-builder request to the smallest valid sub-skill flow. Use when deciding whether work should go to discovery, single-skill generation, suite generation, validation, harness design, or release readiness.
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- ▌ Shikigami Consulting Framework · nahisaho bundleBCGコンサルティングフレームワーク分析。BCG Growth-Share Matrix, Experience Curve, Strategy Palette等を適用。
- ▌ Code Generator · nahisaho bundle設計仕様からテンプレートベースのコード生成、ドメインスキャフォールド、 静的解析、ステータス遷移分析を実行する。4層アーキテクチャ準拠。 Use when generating code from design specs, scaffolding domain packages, running static analysis, or starting SDD Phase 4 implementation.
- ▌ Design Generator · nahisaho bundle要件定義書から SOLID 準拠の設計文書を生成・検証する。C4 ダイアグラム、 ADR 管理、パターン検出、SOLIDValidator を提供。 Use when generating design documents, creating C4 diagrams, managing ADRs, validating design patterns, or starting SDD Phase 2.
- ▌ Review Orchestrator · nahisaho bundle複数AIモデル(opus-4.6/gpt-5.4)による交互レビューでSDD成果物の品質を保証。 Qiita記事(AI Scrum Team)に着想を得た交互レビューパターンで、 requirements / design / plan アーティファクトの合意チェックと実装許可判定を行う。
- ▌ Requirements Analyst · nahisaho bundleEARS形式で要件を分析・作成・検証する。MarkdownEARSParser による構文検証、 EARSValidator による信頼度スコア算出、対話的要件ウィザード、 1問1答ヒアリング（RequirementsInterviewer）を提供。 Use when creating requirements, validating EARS compliance, analyzing requirement documents, interviewing for missing information, or starting SDD Phase 1.
- ▌ Traceability Auditor · nahisaho bundle要件↔設計↔コード↔テスト間の 100% トレーサビリティを監査する。 トレーサビリティマトリクス生成、ギャップ検出、影響分析、同期検証を提供。 Use when checking traceability coverage, generating trace matrices, analyzing change impact, or validating Article V compliance.
- ▌ PPTX Builder · nahisahopython-pptx を使用して .pptx ファイルを自動生成する。スタイルガイド・スライド構成・ コンテンツを統合し、プロフェッショナルな PowerPoint プレゼンテーションを出力する。 Use when 「PPTXを生成して」「PowerPointを作って」「.pptxを出力して」 「スライドをビルドして」「パワポを作って」「pptxに変換して」。
- ▌ Speaker Coach · nahisahoプレゼンテーションの発表準備を総合支援する。話速調整、想定質問生成、時間圧縮・拡張、 英語プレゼン変換、リハーサルスクリプト生成を行う。 Use when 「発表練習」「想定質問を作って」「3分版にして」「英語に変換して」 「厳しい質問を」「リハーサル」「時間を調整して」「QAを準備して」。
- ▌ Gotchas Curator · nahisaho bundleCapture learnings, edge cases, and pitfalls from completed tasks and maintain Gotchas sections in Agent Skills for Memory Persistence. Use when finishing a task, resolving a bug, completing a review, or when an agent made a mistake that should be prevented in future sessions.
- ▌ Harness Auditor · nahisaho bundleAudit Agent Skills and their environment against the Harness 7-axis framework. Evaluates AGENTS.md orchestration, SKILL.md quality, assets/references usage, MCP configuration, and Custom Agent design. Use when evaluating skill quality, scoring harness maturity, diagnosing why a skill underperforms, or running a pre-release harness review.
- ▌ Skill Scaffolder · nahisaho bundleGenerate Harness-optimized Agent Skill packages with full suite support. Creates AGENTS.md orchestrators, SKILL.md sub-skills, Custom Agents, copilot-instructions.md, .mcp.json, and assets/references/scripts directories. Use when creating a new skill suite from scratch, bootstrapping a skill folder, or generating any component of a Harness-optimized skill package.
- ▌ Context Discovery · nahisahoプレゼンテーション作成に必要なコンテキスト（8要素）の充足度を評価し、 不足要素を1問1答で補完するスキル。全スキル起動前の品質ゲートとして機能する。 Use when 「プレゼンを作りたい」「資料を作って」等のプレゼン作成依頼を受けた直後、 Phase 1（Presentation Architect）に進む前に必ず起動する。
- ▌ Data Storytelling · nahisahoデータからインサイトを抽出し、KPI・グラフ解釈・Before/After 比較を通じて 「物語」として構成する。単なるグラフ生成ではなく「だから何か（So What?）」を 説明する Data Storytelling を実行し、data-insights.md を出力する。 Use when 「データを物語にして」「グラフの意味を説明して」「KPIをまとめて」 「Before/Afterで」「インサイトを抽出して」「ROIをグラフで可視化して」「データの傾向を説明して」。
- ▌ Executive Summary · nahisaho技術説明を経営層・政策立案者向けの投資判断資料に変換する。ROI / ビジネスインパクト表現、 技術用語→ビジネス価値への翻訳、Abstraction Ladder による聴衆レベル別の表現最適化を実行し、 executive-summary.md を出力する。 Use when 「経営層向けに変換して」「Executive Summaryを作って」「投資判断向けに」 「役員向けに」「政策立案者向けに」「ビジネス価値に翻訳して」「抽象度を上げて」。
- ▌ Research To Slides · nahisaho論文・GitHub リポジトリ・外部情報を調査し、プレゼンテーション用の構造化リサーチノートを生成する。 GitHub MCP tools（search_repositories, search_code, get_file_contents, search_issues, search_pull_requests, list_commits）でリポジトリ・コード・Issue を調査し、 web_search / web_fetch で論文・外部情報を収集する。 Use when 「調べて」「リサーチして」「論文を整理して」「リポジトリを調査して」「技術比較して」 「Related Workを整理して」「最新の実装を確認して」「Issueを調べて」。
- ▌ Brand Style Enforcer · nahisahoプレゼンテーションのデザイン統一性を検証・適用する。Microsoft カラーパレット、フォント規約、 余白・情報密度ルールに基づき、スライド全体のビジュアル品質を担保する。 Use when 「デザインを統一して」「ブランドガイド」「フォントを揃えて」「色を統一して」 「密度を調整して」「スタイルガイドを作って」「レイアウトを整えて」。
- ▌ Infographic Designer · nahisahoテキスト・箇条書きを汎用ビジネス図解（SmartArt 相当）に変換する。プロセスフロー、 エコシステムマップ、比較マトリクス、タイムライン、ピラミッド等8パターンの 構造化ビジュアルを設計し、infographic-specs.md を出力する。 科学技術分野の専門図（分子構造・実験パイプライン・Knowledge Graph 等）は scientific-visualization が担当する。 Use when 「図解にして」「SmartArtで」「フローチャートを作って」「エコシステム図」 「タイムラインを」「ピラミッド図」「比較表を図に」「ロードマップ図」。
- ▌ Description Optimizer · nahisaho bundleOptimize Agent Skill description fields for maximum routing precision and discovery accuracy. Use when a skill is not being activated correctly, descriptions overlap between skills, or improving Tool Coverage score.
- ▌ Orchestrator Designer · nahisaho bundleDesign AGENTS.md Orchestrator configurations with WHEN/DO routing patterns, phase gates, urgency triage, and multi-skill workflow coordination. Use when setting up a new multi-skill workflow, designing phase transitions, creating task classification trees, or generating AGENTS.md files for suites.
- ▌ Presentation Architect · nahisahoプレゼンテーション全体の設計を行うコアスキル。聴衆分析・ペルソナ最適化・ストーリーライン生成・ スライド構成・時間配分を実行し、requirements.md / storyline.md / slide-outline.md を出力する。 AI for Science / 政策提言 / 技術戦略（MEXT, Microsoft HQ, 経営層）向けに最適化。 Use when 「プレゼンを作りたい」「発表資料を作成して」「スライドを設計して」「構成を考えて」 「ストーリーラインを作って」「要件を定義して」。
- ▌ Scientific Visualization · nahisahoAI for Science・Materials Informatics・Digital Twin 等の科学技術分野に特化した 概念図・パイプライン図・アーキテクチャ図を設計する。Mermaid コード例と PowerPoint 配置指示を含む scientific-visuals.md を出力する。 Use when 「科学図を作って」「パイプラインを可視化して」「アーキテクチャ図」 「Knowledge Graph」「Digital Twin」「材料探索フロー」「AI for Science 図解」。
- ▌ Steering · nahisaho bundlesteering skill Trigger terms: steering, project memory, codebase analysis, auto-update context, generate steering, architecture patterns, tech stack analysis, project structure, analyze codebase, understand project Use when: User requests involve steering tasks.
- ▌ Bug Hunter · nahisaho bundleCopilot agent that assists with bug investigation, root cause analysis, and fix generation for efficient debugging and issue resolution Trigger terms: bug fix, debug, troubleshoot, root cause analysis, error investigation, fix bug, resolve issue, error analysis, stack trace Use when: User requests involve bug hunter tasks.
- ▌ Test Engineer · nahisaho bundletest-engineer skill Trigger terms: testing, unit tests, integration tests, E2E tests, test cases, test coverage, test automation, test plan, test design, TDD, test-first Use when: User requests involve test engineer tasks.
- ▌ UI UX Designer · nahisaho bundleCopilot agent that assists with user interface and experience design, wireframes, prototypes, design systems, and usability testing Trigger terms: UI design, UX design, wireframe, mockup, prototype, user interface, user experience, design system, component library, accessibility, responsive design Use when: User requests involve ui ux designer tasks.
- ▌ Devops Engineer · nahisaho bundleCopilot agent that assists with CI/CD pipeline creation, infrastructure automation, Docker/Kubernetes deployment, and DevOps best practices Trigger terms: CI/CD, DevOps, pipeline, Docker, Kubernetes, deployment automation, containerization, infrastructure automation, GitHub Actions, GitLab CI Use when: User requests involve devops engineer tasks.
- ▌ Project Manager · nahisaho bundleCopilot agent that assists with project planning, scheduling, risk management, and progress tracking for software development projects Trigger terms: project management, project plan, WBS, Gantt chart, risk management, sprint planning, milestone tracking, project timeline, resource allocation, stakeholder management Use when: User requests involve project manager tasks.
- ▌ Security Auditor · nahisaho bundlesecurity-auditor skill Trigger terms: security audit, vulnerability scan, OWASP, security analysis, penetration testing, security review, threat modeling, security best practices, CVE Use when: User requests involve security auditor tasks.
- ▌ System Architect · nahisaho bundleCopilot agent that assists with architecture design, C4 model diagrams, ADR creation, and tradeoff analysis Trigger terms: architecture, system design, C4 model, ADR, architecture decision, design patterns, component design, architecture diagram, microservices, monolith, scalability Use when: User requests involve system architect tasks.
- ▌ Quality Assurance · nahisaho bundleCopilot agent that assists with comprehensive QA strategy and test planning to ensure product quality through systematic testing and quality metrics Trigger terms: QA, quality assurance, test strategy, QA plan, quality metrics, test planning, quality gates, acceptance testing, regression testing Use when: User requests involve quality assurance tasks.
- ▌ Release Coordinator · nahisaho bundleCoordinates multi-component releases, feature flags, versioning, and rollback strategies. Trigger terms: release management, release planning, release coordination, feature flags, canary deployment, progressive rollout, release notes, rollback strategy, release train, deployment coordination, versioning, changelog, release approval, deployment checklist. Manages complex release workflows: - Multi-component release coordination - Feature flag strategy and management - Versioning and changelog generation - Canary and blue-green deployments - Progressive rollout strategies - Rollback procedures - Release approval workflows - Post-release verification Use when: planning releases, coordinating multi-service deployments, managing feature flags, or generating release notes.
- ▌ Constitution Enforcer · nahisaho bundleValidates compliance with 9 Constitutional Articles and Phase -1 Gates before implementation. Trigger terms: constitution, governance, compliance, validation, constitutional compliance, Phase -1 Gates, simplicity gate, anti-abstraction gate, test-first, library-first, EARS compliance, governance validation, constitutional audit, compliance check, gate validation. Enforces all 9 Constitutional Articles with automated validation: - Article I: Library-First Principle - Article II: CLI Interface Mandate - Article III: Test-First Imperative - Article IV: EARS Requirements Format - Article V: Traceability Mandate - Article VI: Project Memory - Article VII: Simplicity Gate - Article VIII: Anti-Abstraction Gate - Article IX: Integration-First Testing Runs Phase -1 Gates before any implementation begins. Use when: validating project governance, checking constitutional compliance, or enforcing quality gates before implementation.
- ▌ Performance Optimizer · nahisaho bundleCopilot agent that assists with performance analysis, bottleneck detection, optimization strategies, and benchmarking Trigger terms: performance optimization, performance tuning, profiling, benchmark, bottleneck analysis, scalability, latency optimization, memory optimization, query optimization Use when: User requests involve performance optimizer tasks.
- ▌ Site Reliability Engineer · nahisaho bundleProduction monitoring, observability, SLO/SLI management, and incident response. Trigger terms: monitoring, observability, SRE, site reliability, alerting, incident response, SLO, SLI, error budget, Prometheus, Grafana, Datadog, New Relic, ELK stack, logs, metrics, traces, on-call, production monitoring, health checks, uptime, availability, dashboards, post-mortem, incident management, runbook. Completes SDD Stage 8 (Monitoring) with comprehensive production observability: - SLI/SLO definitions and tracking - Monitoring stack setup (Prometheus, Grafana, ELK, Datadog, etc.) - Alert rules and notification channels - Incident response runbooks - Observability dashboards (logs, metrics, traces) - Post-mortem templates and analysis - Health check endpoints - Error budget tracking Use when: user needs production monitoring, observability platform, alerting, SLOs, incident response, or post-deployment health tracking.
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- ▌ Musubix C4 Design · nahisahoGuide for creating C4 model design documents. Use this when asked to create architecture designs, system context diagrams, container diagrams, or component diagrams following the C4 model methodology.
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- ▌ Musubix Traceability · nahisahoGuide for managing traceability between requirements, designs, code, and tests. Use this when asked to verify traceability, create traceability matrices, or perform impact analysis.
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- ▌ Musubix Adr Generation · nahisahoGuide for creating Architecture Decision Records (ADRs). Use this when asked to document architecture decisions, technology choices, or design trade-offs.
- ▌ Musubix Best Practices · nahisahoGuide for applying MUSUBIX's 17 learned best practices. Use this when asked about coding patterns, design patterns, or testing patterns that MUSUBIX recommends.
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- ▌ Musubix Test Generation · nahisahoGuide for generating test code from designs and requirements. Use this when asked to create unit tests, integration tests, or test coverage analysis following TDD/BDD practices.
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- ▌ Musubix Domain Inference · nahisahoGuide for automatic domain detection and component inference. Use this when asked to identify the domain of a project and get recommended components for that domain.
- ▌ Musubix Technical Writing · nahisahoGuide for creating technical documentation including README, user guides, API references, and changelogs. Use this when asked to write documentation, create user manuals, or generate API docs.
- ▌ Co Educationalist Theory Lookup · nahisaho bundleEducation theory definitions and application guidance. 175 theories across learning, motivation, assessment, development, and instruction categories. Use when looking up education theory definitions, comparing pedagogical approaches, selecting theories for instructional design, or understanding learning science concepts.
- ▌ Co Scientist Arrayexpress Expression · nahisahoArrayExpress gene expression skill. Microarray and RNA-seq data retrieval from ArrayExpress/BioStudies, normalization, differential expression, and cross-study comparison. Use when working with microarray, rna-seq data retrieval from arrayexpress/biostudies, normalization.
- ▌ Co Scientist Computational Materials · nahisahoComputational materials science skill. DFT calculations, molecular dynamics for materials, crystal structure prediction, band structure analysis, and materials property prediction. Use when working with dft calculations, molecular dynamics for materials, crystal structure prediction.
- ▌ Co Scientist Microbiome Metagenomics · nahisahoMicrobiome and metagenomics skill. 16S rRNA analysis, shotgun metagenomics, diversity metrics, taxonomic profiling, functional metagenomics, and microbiome association studies. Use when working with 16s rrna analysis, shotgun metagenomics, diversity metrics.
- ▌ Co Scientist Spatial Transcriptomics · nahisahoSpatial transcriptomics skill. Visium/MERFISH/Slide-seq data analysis, spatial gene expression mapping, spatial clustering, and tissue region deconvolution. Use when working with visium/merfish/slide-seq data analysis, spatial gene expression mapping, spatial clustering.
- ▌ Co Scientist Stitch Chemical Network · nahisahoSTITCH chemical network skill. STITCH chemical-protein interaction queries, chemical similarity networks, and drug-target network construction. Use when working with stitch chemical-protein interaction queries, chemical similarity networks, drug-target network construction.
- ▌ Co Scientist Supplementary Generator · nahisahoSupplementary materials generator skill. Supplementary data preparation, extended methods writing, supplementary table/figure organization, and SI document formatting. Use when working with supplementary data preparation, extended methods writing, supplementary table/figure organization.
- ▌ Co Scientist Time Series Forecasting · nahisahoTime series forecasting skill. Prophet/NeuralProphet/LSTM forecasting, ensemble forecasting, forecast evaluation metrics, and confidence interval estimation. Use when working with prophet/neuralprophet/lstm forecasting, ensemble forecasting, forecast evaluation metrics.
- ▌ Co Consultant Acn Report Writing · nahisaho bundleAccenture-style consulting report generation with pyramid principle and quality validation. Executive summary, framework outputs, recommendations, and 4-layer quality checks. Use when WRITING ACN consulting reports, proposals, executive summaries, or client-ready deliverables from ACN framework analysis results.
- ▌ Co Consultant Bcg Report Writing · nahisaho bundleBCG-style consulting report generation with pyramid principle and quality validation. Executive summary, framework outputs, recommendations, and 4-layer quality checks. Use when WRITING BCG consulting reports, proposals, executive summaries, or client-ready deliverables from BCG framework analysis results.
- ▌ Co Consultant Mck Report Writing · nahisaho bundleMcKinsey-style consulting report generation with pyramid principle and quality validation. Executive summary, framework outputs, recommendations, and 4-layer quality checks. Use when WRITING MCK consulting reports, proposals, executive summaries, or client-ready deliverables from MCK framework analysis results.
- ▌ Co Consultant Pwc Report Writing · nahisaho bundlePwC-style consulting report generation with pyramid principle and quality validation. Executive summary, framework outputs, recommendations, and 4-layer quality checks. Use when WRITING PWC consulting reports, proposals, executive summaries, or client-ready deliverables from PWC framework analysis results.
- ▌ Co Scientist Semi Supervised Learning · nahisahoSemi-supervised learning skill. Self-training, co-training, label propagation, MixMatch/FixMatch, and semi-supervised model evaluation pipelines. Use when working with self-training, co-training, label propagation.
- ▌ Co Educationalist Lesson Planning · nahisaho bundleTheory-grounded lesson planning with curriculum alignment and Constructive Alignment. Supports single-lesson, unit, and course design with differentiation strategies. Use when PLANNING lessons, designing units, creating teaching sequences, or aligning instruction with curriculum standards and learning objectives.
- ▌ Co Scientist Clinical Decision Support · nahisahoClinical decision support skill. Evidence-based clinical guidelines, risk scoring models, diagnostic algorithms, treatment pathway selection, and clinical prediction rules. Use when working with evidence-based clinical guidelines, risk scoring models, diagnostic algorithms.
- ▌ Co Scientist Clinical Trials Analytics · nahisahoClinical trials analytics skill. Trial design comparison, enrollment simulation, interim analysis, survival analysis, and adverse event signal detection from ClinicalTrials.gov data. Use when working with trial design comparison, enrollment simulation, interim analysis.
- ▌ Co Scientist Variant Effect Prediction · nahisahoVariant effect prediction skill. CADD/REVEL/AlphaMissense scoring, splice variant prediction, regulatory variant impact, and variant pathogenicity classification. Use when working with cadd/revel/alphamissense scoring, splice variant prediction, regulatory variant impact.
- ▌ Co Consultant Acn Learning Capture · nahisahoConsulting learning capture for Accenture-style engagements. Records framework insights, engagement patterns, and methodology lessons. Use when FINISHING a ACN engagement, discovering a framework limitation, or recording lessons for future Accenture-style consulting sessions.
- ▌ Co Consultant Bcg Learning Capture · nahisahoConsulting learning capture for BCG-style engagements. Records framework insights, engagement patterns, and methodology lessons. Use when FINISHING a BCG engagement, discovering a framework limitation, or recording lessons for future BCG-style consulting sessions.
- ▌ Co Consultant Mck Learning Capture · nahisahoConsulting learning capture for McKinsey-style engagements. Records framework insights, engagement patterns, and methodology lessons. Use when FINISHING a MCK engagement, discovering a framework limitation, or recording lessons for future McKinsey-style consulting sessions.
- ▌ Co Consultant Pwc Learning Capture · nahisahoConsulting learning capture for PwC-style engagements. Records framework insights, engagement patterns, and methodology lessons. Use when FINISHING a PWC engagement, discovering a framework limitation, or recording lessons for future PwC-style consulting sessions.