verification-before-completion
Never claim completion without fresh verification evidence
Never claim completion without fresh verification evidence
Use before claiming ANY work is complete. Evidence before claims, always. Non-negotiable verification gate.
大きな「やりたいこと」を、1Spec=1PRとしてレビュー可能・検証可能・安全にマージ可能なサイズへスライスする。ここでは具体的な仕様書(受入条件の詳細化・テスト観点の網羅・docs/specs/* の作成)は行わない(それは sdd-init / sdd-test-cases の責務)。出力は「スライス案(S/M/L)」「推奨スライス」「前提・制約・リスク・未決事項」「次フェーズへの入力(sdd-init に渡す要点)」に限定する。
Ratify AEGIS protocol governance frameworks.
Marine and offshore engineering fundamentals for platform design, subsea systems, and regulatory compliance
차별화된 프로덕션 수준의 프론트엔드 UI 설계 및 구현. Use when (1) UI/UX 디자인 필요, (2) 컴포넌트 디자인, (3) 화면 설계 및 구현, (4) Design Thinking 기반 프론트엔드 개발.
Use when asked to "growth loops", "build a growth engine", "design a viral loop", "create a content loop", "move beyond paid acquisition", or "why isn't growth compounding". Helps design self-reinforcing growth systems where output becomes input. The Growth Loops framework (from Brian Balfour / Reforge and Elena Verna) shifts thinking from linear funnels to compounding loops.
A quality control mechanism with a designated interviewer from outside the hiring chain who has veto power to ensure candidates raise the bar (better than 50% of current employees in role). Amazon's talent density secret.
Comportamientos y apariencias consistentes mejoran la usabilidad. Use cuando establezca patrones de diseño, defina guidelines, o evalúe coherencia del sistema.
Mantiene patrones visuales y de comportamiento uniformes en toda la interfaz. Use cuando diseñe sistemas de diseño, defina patrones de interacción, o evalúe coherencia entre pantallas.
Creating effective developer onboarding experiences
Building thought leadership through publishing, speaking, and industry influence
WCAG 2.2 Level AA compliance patterns for Rails applications including ARIA implementation, keyboard navigation, focus management, screen reader support, and color contrast requirements. Use this skill when implementing any user-facing UI to ensure accessibility compliance. Trigger keywords: accessibility, a11y, WCAG, ARIA, screen reader, keyboard navigation, focus, color contrast, disability, assistive technology
A human-centered system for attributing creative contributions across any medium, where containers provide structure and conversations determine value
Use when asked to "radical candor", "give feedback that cares", "have a difficult conversation", "challenge directly", "manage performance issues", or "give praise that lands". Helps deliver direct feedback while showing you care. The Radical Candor framework (created by Kim Scott) teaches how to challenge directly while caring personally.
Product-Market Fit is perishable in AI. LLM capabilities jump every 3 months, so you must pivot and reinvent your core value proposition quarterly. Accept high churn and throttle scaling for reinvention.
Check web interfaces against our design guidelines. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", "check my site against best practices", or "apply web design guidelines".
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
A/Bテスト設計、仮説ドキュメント作成、サンプルサイズ計算、フィーチャーフラグ実装、統計的有意性判定。実験レポート生成。仮説検証が必要な時に使用。
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。
Treat company culture as a product you build for employees. Iterate on it using feedback loops (NPS), identify bugs, and evolve it—don't try to preserve a static version.