新しい非機能要件アイデアを軽量NFRとして docs/nfr/000_backlog に追加し、docs/nfr/INDEX.md を更新する。実装は行わず、ドキュメント作成と索引更新のみを行う。Use when the user wants to add a new non-functional requirement idea to the backlog or create a lightweight NFR specification.
Executes the next Ralph task from the project's PRD. Reads the current prd.json, finds the highest-priority incomplete task, implements it, and updates progress. Use when you want to autonomously complete one task in the refactoring roadmap.
Ability to plan, direct, and oversee the development, operation, and governance of information systems to meet organisational objectives. Includes aligning technology strategy with business needs, managing teams and resources, ensuring system reliability and security, overseeing budgets and vendors, and governing risk and compliance. Applies across public and private sector contexts and is independent of specific technologies or platforms, with human accountability retained for strategic decisions, assurance, and outcomes.
Use when planning animation workflows, deciding between spontaneous vs controlled approaches, or balancing creative freedom with structural precision.
Use when planning and tracking work - creates visible, emergent work breakdown using bd (beads) with just-in-time planning and hierarchical task trees
Lorepedia Notionワークスペースからプロジェクト情報を取得するスキル。コーディング中に技術仕様、機能要件、DB設計、アーキテクチャなどの情報が必要な場合に自動的にトリガーされる。「Notionを確認」「仕様を確認」「要件を見て」などの明示的な指示でも使用。
Skill for research-oriented scientific software development, balancing reproducibility, correctness, and long-term maintainability, with selective engineering rigor.
software-developer skill Trigger terms: implement, code, development, programming, coding, build feature, create function, write code, SOLID principles, clean code, refactor Use when: User requests involve software developer tasks.
封装 Task-Master 任务管理操作，支持任务领取、释放、状态更新、批量导入 Spec-Kit 任务等核心功能。统一多 Agent 任务管理接口，支持并行开发。
Review, proofread, refine, and polish existing Beads epics and issues for clarity, completeness, and smooth implementation. Use after Beads have been filed, or when asked to audit/improve a Beads tracker.
Issue作成・実装前の事前調査を行い調査レポートを生成。コードベース理解、影響範囲特定、技術リスク洗い出しに使用
A learning methodology skill based on Dr. Justin Sung's PACER system for effective information retention and application. Use when helping users (1) learn new material efficiently, (2) take notes or summarize content, (3) create study plans, (4) review or memorize information, (5) understand how to retain knowledge better, or (6) process educational content like books, lectures, courses, or articles.
Turn web UI/UX feedback into graspable, prioritized fixes (layout, hierarchy, accessibility, interaction patterns, and performance UX) with concrete diffs and verification steps.
HAIOS Plan Validation Bridge for validating plan readiness. Use before entering DO phase. Guides CHECK->VALIDATE->APPROVE workflow.
Generate structured task lists from specs or requirements. IMPORTANT: After completing ANY spec via ExitSpecMode, ALWAYS ask the user: "Would you like me to generate a task list for this spec?" Use when user confirms or explicitly requests task generation from a plan/spec/PRD.
Engineering critic for backlog prioritization debates. Challenges proposed rankings with feasibility concerns, hidden complexity, and realistic effort estimates.
Convert PRD requirements into structured epics, features, and user stories with acceptance criteria and priority rankings
Gestion de la mémoire projet avec Serena MCP. Utiliser pour stocker et récupérer des informations persistantes sur le projet, les décisions architecturales, et le contexte entre sessions.
Workflow for parent agents completing child tasks including pulling changes, merging branches, deleting worker branches, and marking tasks complete
Add a dependency relationship between Beads tasks
