현재 레포지토리의 서비스를 다양한 BM 전문가 관점에서 종합적으로 분석하는 스킬입니다.

Creates technical architecture and system design.

Business analysis expert who drives project discovery, market research, and requirements validation within the BMAD methodology

Atomic command primitives for BMAD operations. Provides type-safe, testable wrappers around file operations and test execution with structured JSON I/O and built-in telemetry. This skill should be used when BMAD workflows need deterministic, reliable primitive operations with observability.

Implements stories with code and tests.

bmad-integration

BMAD master coordinator who orchestrates the entire AI-powered agile development workflow across multiple specialized agents and phases

Business Model and Architecture Design methodology for aligning technical architecture with business model sustainability and scalability

Establishes instrumentation, monitoring, and alerting foundations.

Orchestrates BMAD workflows for structured AI-driven development. Use when initializing BMAD in projects, checking workflow status, or routing between 4 phases (Analysis, Planning, Solutioning, Implementation). Manages project configs, tracks progress through project levels 0-4, and coordinates with specialized workflows. Trigger on /workflow-init, /workflow-status, or when users need BMAD setup.

多 Agent 協作討論模式。當用戶說「party mode」、「bmad party mode」、「開始/啟動 party mode」、「召喚團隊」、「召喚專家」、「團隊討論」、「專家會議」時啟動。適用於技術架構討論、產品策略規劃、專案腦力激盪等需要多角度專家觀點的場景。

Diagnoses bottlenecks and designs performance optimization plans.

bmad-planner

Creates PRDs and plans features.

Hardens designs and implementations with structured security reviews.

Breaks epics into developer stories.

Bootstraps the TaskMaster MCP server and aligns it with BMAD hooks.

Creates test strategy and ATDD scenarios.

UI/UX design for digital board games. Use when building game interfaces, implementing drag-and-drop, rendering game boards, showing player information, handling animations, or designing responsive layouts. Covers Canvas, SVG, and DOM-based approaches.

Support board of directors governance and meeting management

Prepare board meeting decks, updates, and materials for effective governance

Expert in preparing board approval memoranda for infrastructure projects, land acquisitions, and capital expenditures including executive summaries, financial impact analysis, risk assessment, governance compliance, and formal board resolution language. Use when preparing board approval requests, drafting decision memoranda, or structuring governance documentation. Key terms include board approval, board resolution, governance, authorization, ratification, financial impact, risk assessment, executive summary, decision memorandum

Expert knowledge of the Board SDK for Unity, enabling touch input, piece detection, and hardware integration for the Board multi-touch display.

Board game design workflow for creating fun, balanced games. Use when designing mechanics, balancing factions, analyzing resource economies, validating rules clarity, planning playtests, or iterating on game systems. Applies Eurogame principles and proven design methodology.

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Generate framework-specific boilerplate code

**Philosophy**: Reject AI convergence. Claude naturally samples from high-probability design patterns (Inter fonts, purple gradients, centered layouts). This creates generic "AI slop" - safe, predicta

Test software in the style of Michael Bolton, Rapid Software Testing co-creator with James Bach. Emphasizes the distinction between testing and checking, critical thinking, oracles, and the social nature of quality. Use when designing test strategies, evaluating test automation, or developing critical thinking in testers.

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Creates comprehensive Bill of Materials for maker projects with supplier links and compatibility checks.

Compare bond performance against market benchmarks and indices. Analyzes yield spreads, duration matching, and relative value. Requires numpy>=1.24.0, pandas>=2.0.0. Use when evaluating bonds against peers, measuring portfolio attribution, or identifying value opportunities in fixed income markets.

Price fixed income securities using present value, yield-to-maturity, and market conventions. Handles treasuries, corporates, municipals with various coupon frequencies. Requires numpy>=1.24.0, pandas>=2.0.0, scipy>=1.10.0. Use when valuing bonds, calculating accrued interest, or analyzing price sensitivity to yield changes.

---name: bone-marrow-ai-agent

Design the structural and emotional architecture for nonfiction books. Use when an author has a validated book concept and needs to create the blueprint before drafting. Triggers include requests to structure a book, create a chapter outline, design a table of contents, map the reader's journey, or plan book organization. Requires upstream documents from book-ideation (Book Concept Document) and optionally from idea-validator (Validation Report) and market-research (Market Research Report).

Bibliographic research agent that analyzes books and manuscripts in Source Library, situating them within their networks of production, transmission, and reception.

This skill generates a structured chapter outline for intelligent textbooks by analyzing course descriptions, learning graphs, and concept dependencies. Use this skill after the learning graph has been created and before generating chapter content, to design an optimal chapter structure that respects concept dependencies and distributes content evenly across 6-20 chapters.

specialized agent for writing high-quality, educational technical content for Docusaurus books. Focuses on clarity, engagement, and technical accuracy using modern documentation standards.

Scaffold, structure, and deploy the Physical AI textbook in Docusaurus with book-aware content and RAG-ready exports. Use when creating or updating the Docusaurus site, adding chapters, configuring sidebar, or deploying to GitHub Pages/Vercel.

Stress-test book concepts against existing research before committing to architecture. Use when the user has a Book Concept Document ready for validation, wants to verify their thesis is defensible, needs to understand the competitive intellectual landscape, or wants honest assessment of their idea's strengths and weaknesses. Produces a Validation Report that informs the Go/No-Go decision. Nonfiction only.

Develop raw book ideas into structured nonfiction book concepts. Use when the user wants to develop a book idea, has brainstorm documents to refine into a book concept, wants to articulate a book's thesis/promise/reader/transformation, or needs to prepare a book concept for validation and market research. Nonfiction only. Produces a Book Concept Document with all elements needed for downstream skills (idea-validator, market-research, book-architect).

Assess commercial viability of book concepts for Amazon KDP self-publishing. Use when the user has a Book Concept Document and wants to understand market demand, competition, pricing, and positioning before committing to write. Produces a Market Research Report with viability scorecard and Go/No-Go recommendation. Works standalone (commercial analysis only) or after idea-validator (integrated assessment). Nonfiction only.

This skill generates comprehensive metrics reports for intelligent textbooks built with MkDocs Material, analyzing chapters, concepts, glossary terms, FAQs, quiz questions, diagrams, equations, MicroSims, word counts, and links. Use this skill when working with an intelligent textbook project that needs quantitative analysis of its content, typically after significant content development or for project status reporting. The skill creates two markdown files - book-metrics.md with overall statistics and chapter-metrics.md with per-chapter breakdowns - in the docs/learning-graph/ directory.

Generate comprehensive, actionable book reports with strategic insights, immediate action items, overlooked insights, and personalized recommendations.

Plan, orchestrate, and validate deep research for nonfiction books. Use when an author has completed book architecture and needs to fill research gaps before outlining chapters. Triggers include requests to plan research, generate research prompts, validate research quality, or prepare for drafting. This skill does everything around deep research—planning, prompting, validating, synthesizing—but the actual research execution happens externally via Claude and Gemini deep research. Requires upstream documents from book-architect (Research Gaps Document, Master Architecture Document, Section Blueprints) and book-ideation (Book Concept Document).

Plan, structure, and scaffold large educational books using cognitive load management and pedagogical best practices. Use when planning multi-part educational works requiring narrative continuity, progressive complexity, and hands-on exercises.

A complete system for converting books into SFT datasets and training style-transfer models. This skill teaches the pipeline from raw ePub to a model that writes in any author's voice.

Generates comprehensive book structures for Docusaurus with proper hierarchy, navigation, and SEO. Creates chapter outlines, sidebar configurations, and ensures consistent structure across the book.

Converts .txt book files into leverageable Claude Code skills. Use when transforming books, articles, or written expertise into structured skills with frameworks, workflows, and reference material.

book-writer