majiayu000
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- ▌ Predicate Logic · majiayu000 bundleProblem-solving strategies for predicate logic in mathematical logic
- ▌ Prepare Dataset · majiayu000 bundleProcess and validate datasets for training. Use when setting up data pipelines.
- ▌ Prepare Release · majiayu000 bundlePrepare a new release by updating CHANGELOG.md with changes since the last tag and bumping version numbers in pyproject.toml and ui/package.json
- ▌ Presenting Data · majiayu000 bundleComponent skill for creating compelling data-driven presentations and whitepapers using marp and pandoc with proper citations and reproducibility
- ▌ Prettier Config · majiayu000 bundleGenerates .prettierrc configuration file for code formatting with Prettier. Defines formatting rules for consistent code style across the project.
- ▌ Pricing Inquiry · majiayu000 bundleAnswer pricing questions for courses. Use when a customer asks about current price, pricing model, or availability.
- ▌ Pricing Tracker · majiayu000 bundleTracks current pricing and availability across multiple retailers with price comparison. Use when user asks about 'price', 'how much', 'where to buy', 'pricing comparison', 'best deal', 'availability', or when orchestrator needs current market pricing data. Checks Amazon and category-specific retailers.
- ▌ Principle Guide · majiayu000 bundleGuide decision-making using principles and trade-off analysis frameworks. Use when making technical decisions, evaluating alternatives, designing solutions, or choosing between options. Helps establish lasting principles.
- ▌ Principle Solid · majiayu000 bundle应用面向对象设计五大原则（单一职责、开闭、里氏替换、接口隔离、依赖倒置），系统化评审类与模块设计质量。当需要评审架构设计、重构现有代码、审查类职责划分时使用。支持多层次检查清单和违反原则的诊断修复。
- ▌ Principle Yagni · majiayu000 bundle识别并消除过度设计，确保只实现当前明确需要的功能。当需要评审功能范围、重构冗余代码、权衡技术债务时使用。覆盖功能必要性、过度设计信号、技术债务权衡三大维度，提供具体的识别标准和删减建议。
- ▌ Prisma Database · majiayu000 bundlePrisma schema design and database operations for IntelliFill. Use when modifying database schema, writing queries, or managing migrations.
- ▌ Prisma Nextjs16 · majiayu000 bundleBest practices for using Prisma ORM with Next.js 16 App Router and Neon serverless database. Use this skill when writing database queries, mutations, or configuring Prisma client to ensure connection limits, caching, and serverless compatibility are handled correctly.
- ▌ Prisma Patterns · majiayu000 bundlePrisma ORM patterns - use for database access in Next.js, schema design, migrations, transactions, and relations
- ▌ Privacy Consent · majiayu000 bundle[STUB - Not implemented] Privacy compliance with GDPR/CCPA consent management and data minimization. PROACTIVELY activate for: [TODO: Define on implementation]. Triggers: [TODO: Define on implementation]
- ▌ Discovery Problem Framing · majiayu000 bundleFrame the core customer problem, evidence, and success hypothesis before solutioning.
- ▌ Problem Solving · majiayu000 bundleSystematic problem-solving techniques for stuck-ness. Techniques: simplification cascade (complexity spirals), collision-zone thinking (innovation blocks), meta-pattern recognition (recurring issues), inversion exercise (assumption constraints), scale game (uncertainty). Actions: simplify, analyze, recognize patterns, invert assumptions, scale thinking. Keywords: problem solving, complexity spiral, innovation block, stuck, simplification, meta-pattern, assumption inversion, scale uncertainty, breakthrough thinking, root cause, systematic analysis, Microsoft Amplifier, debugging approach, creative solution. Use when: complexity spiraling, hitting innovation blocks, seeing recurring patterns, constrained by assumptions, uncertain about scale, generally stuck on problems.
- ▌ Proceed By Step · majiayu000 bundleExecute markdown-defined plan steps sequentially with user confirmation. Use when progressing through split plan files (created by plan-on-md or plan-steps-split), tracking step status, or working through complex multi-step implementations one step at a time.
- ▌ Process Builder · majiayu000 bundleScaffold new babysitter process definitions following SDK patterns, proper structure, and best practices. Guides the 3-phase workflow from research to implementation.
- ▌ Process Manager · majiayu000 bundleSafely start, monitor, and stop processes by PID across platforms. Use when managing background servers, finding running processes, or ensuring clean process termination.
- ▌ Process Mapping · majiayu000 bundleVisualize and document current and future business processes. Identify inefficiencies, dependencies, and improvement opportunities through detailed process mapping and analysis.
- ▌ Market Research · majiayu000 bundleDeep market analysis for iOS/macOS apps including market sizing (TAM/SAM/SOM), growth trends, market maturity, entry barriers, distribution channels, and revenue potential. Use when user asks for market research, market size, market opportunity, growth potential, TAM/SAM/SOM, or market trends.
- ▌ Market Strategy · majiayu000 bundleUse when planning market entry, designing PMF strategy, or applying Toss's 16-question framework. Includes Pain Point Score, Trojan Horse path, 10x improvement guide.
- ▌ Marketing Audit · majiayu000 bundleマーケティング面の総合監査・分析スキル。全マーケティング関連スキルを統合的に活用。 使用タイミング: (1) マーケティング全体の監査 (2) ローンチ前の総点検 (3) 成長戦略の検討 (4) 競合分析 (5) 包括的な改善計画の策定。 トリガー例: 「マーケティング面を全面的に調査検討して」「マーケティング監査」 「ローンチ前チェック」「成長戦略を考えて」「マーケティング改善計画」
- ▌ Marketing Ideas · majiayu000 bundle需要营销创意、灵感或策略时使用。触发词：marketing ideas、growth ideas、how to market、marketing strategies、marketing tactics、ways to promote、ideas to grow。提供 140 个已验证的营销方法，按类别组织。
- ▌ Mastering Hooks · majiayu000 bundleMaster Claude Context Hooks (CCH), the Rust-based runtime for controlling Claude Code behavior through hooks.yaml configuration. Use when asked to "install CCH", "create hooks", "debug hooks", "hook not firing", "configure context injection", "validate hooks.yaml", "PreToolUse", "PostToolUse", or "block dangerous commands". Covers installation, rule creation, troubleshooting, and optimization.
- ▌ Material Design · majiayu000 bundleGuide for implementing Material Design 3 (Material You). Use when designing Android apps, implementing dynamic theming, or following Material component patterns.
- ▌ Math Calculator · majiayu000 bundleThis skill should be used when Claude Code needs to perform basic arithmetic calculations. It provides a Python script that safely evaluates mathematical expressions including addition, subtraction, multiplication, division, exponentiation, and square roots.
- ▌ Maven Converter · majiayu000 bundle将 Java 项目转换为标准 Maven 结构，自动重组目录、转换包名（test→example）并生成 pom.xml。当用户需要将非 Maven Java 项目转换为 Maven 项目、重构现有项目为 Maven 标准结构，或请求 Maven 项目设置/转换时使用此技能。
- ▌ Mcaf Formatting · majiayu000 bundleFormat code and keep style consistent using the repository’s canonical formatting/lint commands from `AGENTS.md`. Use after implementing changes or when formatting drift causes noisy diffs; keep formatting changes intentional and verified with build/tests.
- ▌ Mcm C Validator · majiayu000 bundleSanity-check & validation specialist for COMAP MCM/ICM Problem C. Use when you need to check whether results are plausible, stable, non-leaky, and rational.
- ▌ MCP Async Skill · majiayu000 bundleGenerate Skills from HTTP MCP servers with async job patterns (submit/status/result). Use when converting MCP specifications (.mcp.json) into reusable Skills using mcp_tool_catalog.yaml, or when calling async MCP tools via JSON-RPC 2.0 with session-based polling.
- ▌ MCP CLI Scripts · majiayu000 bundleBuild CLI scripts alongside MCP servers for terminal environments. File I/O, batch processing, caching, richer output formats. Templates for TypeScript scripts and SCRIPTS.md. Use when: MCP companion scripts, batch processing, saving results to files, CLI API wrappers. Troubleshoot: context too large, no file access, batch input.
- ▌ MCP Development · majiayu000 bundleMCPサーバー開発を支援します。プロトコル準拠、Pydanticスキーマ設計、Playwright統合のベストプラクティスを提供します。
- ▌ MCP Tool Writer · majiayu000 bundleCreate, modify, and manage MCP tools for the Naki mahjong AI assistant. Use when adding new MCP tools, modifying existing tools, or fixing tool-related issues. This skill understands the Protocol-based MCPTool architecture.
- ▌ Md Doc Improver · majiayu000 bundleTechnical documentation improvement skill that provides purpose-oriented, multi-perspective review and iterative enhancement of markdown documents. Use when you need to improve the quality, completeness, and usability of technical documentation such as API docs, README files, guides, or tutorials. The skill analyzes documents from technical, UX, and educational perspectives and provides actionable improvement recommendations through an iterative self-improvement loop.
- ▌ Mechanics Check · majiayu000 bundleAudit SENTINEL game data integrity. Validates regions, jobs, vehicles, and favors against schema enums.
- ▌ Media Generator · majiayu000 bundleバナー/図表/スライド/画像の生成・編集を行うサブエージェント。 Gemini Image Generation APIを使用して各種メディアを生成する。 「バナーを作って」「図表を生成」「スライドを作成」「画像を生成」等のリクエストで発動。
- ▌ Media Insertion · majiayu000 bundleInsert images and videos from Slack messages into changelog markdown. Use when you have media files downloaded from Slack that need to be included in documentation.
- ▌ Media Relations · majiayu000 bundlePlan and execute earned media outreach and journalist relationships by producing a Media Relations Pack (newsworthiness brief, media list, exclusive/embargo plan, pitch templates, outreach tracker, interview prep, press materials checklist). Use for PR, media outreach, press pitch, embargo, exclusive, press release, and journalist pitching. Category: Marketing.
- ▌ Media Streaming · majiayu000 bundleImplement Cloudflare Stream for video delivery and Images for image transformations. Use this skill when building media platforms, implementing video players, generating signed URLs, or optimizing image delivery with transformations.
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- ▌ Meeting Product · majiayu000 bundleMulti-persona product meeting with PM and CTO to discuss UX vs technical tradeoffs. Converts vague feedback into concrete requirements, updates REQUIREMENTS.md, and syncs with Linear.
- ▌ Member Insights · majiayu000 bundleUse to analyze loyalty member behavior, segmentation, and experiment results.
- ▌ Meme Generation · majiayu000 bundleGenerate relevant memes using the memegen.link API. Use this skill when users request memes, want to add humor to content, or need visual aids for social media. Supports hundreds of popular meme templates with custom text and styling options.
- ▌ Memoria Usuario · majiayu000 bundleGerencia memoria persistente do usuario. Use para salvar/recuperar preferencias, fatos aprendidos e contexto entre sessoes. Exemplos: 'lembre que prefiro respostas diretas', 'o que voce sabe sobre mim
- ▌ Memory Contract · majiayu000 bundleUnified Memory Contract for Flowbaby integration. Defines when and how to retrieve and store memory. Load at session start - memory is core to agent reasoning, not optional.
- ▌ Memory Debugger · majiayu000 bundleDebug TraitorSim agent memory systems including profile.md, diary entries, trust matrices (suspects.csv), and SKILL.md files. Use when troubleshooting agent behaviors, inspecting memory contents, validating memory updates, or when asked about agent memory, profile debugging, or trust matrix issues.
- ▌ Merge Readiness · majiayu000 bundleValidates branch is ready for merge with step-by-step checklist. Use when user asks "is everything ready for merge?", "ready to merge?", "can I merge?", "merge checklist", "pr ready?", "confirm merge", "confirm this merge request", "confirm pr", or "verify merge readiness".
- ▌ Mermaid Builder · majiayu000 bundleExpert guidance for creating syntactically correct Mermaid diagrams. Use when creating flowcharts, sequence diagrams, class diagrams, state diagrams, Gantt charts, ER diagrams, or data lineage visualizations.
- ▌ Mermaid Creator · majiayu000 bundleCreate Mermaid diagrams for technical documentation, system design, and data modeling. Use when creating flowcharts, sequence diagrams, class diagrams, state diagrams, ER diagrams, Gantt charts, git graphs, or any other Mermaid-supported diagram type. Supports both creating new diagrams from descriptions and converting diagrams to SVG format for embedding in presentations or documents.
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- ▌ Metabase Ingest · majiayu000 bundleConvert Metabase questions, models, and metrics into KTX Semantic Layer source definitions. Covers result-metadata to KSL column type mapping, FK/PK detection, near-duplicate deduplication, pre-aggregation decomposition, join-graph connectivity, and how to react to priorProvenance from earlier ingest syncs. Load when the WorkUnit contains `cards/<id>.json` files under a Metabase bundle.
- ▌ Metronic Module · majiayu000 bundleCreate new modules for the Providr Provider Portal using Metronic Tailwind React theme, Shadcn UI, and KeenIcons. Use when building new features, pages, or modules that follow the established patterns, or when the user asks to create a module using Metronic conventions.
- ▌ Micro 100 200ms · majiayu000 bundleUse when building micro-interactions between 100-200ms - tooltips appearing, dropdown opens, small feedback animations that feel quick but perceptible
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- ▌ Microsoft Graph · majiayu000 bundleOrchestration hub for Microsoft Graph API across Microsoft 365 services. Use for Graph API integrations, querying Microsoft 365 data, and building applications that interact with Azure AD.
- ▌ Microsoft Guide · majiayu000 bundleComplete Microsoft .NET Microservices Architecture guide (v7.0) - 350 pages of comprehensive reference material
- ▌ Midi Generation · majiayu000 bundleGenerate MIDI files with GM instruments and music theory. Use when creating music, composing melodies, or generating MIDI files.
- ▌ Migration Guide · majiayu000 bundleGenerate step-by-step migration guides between tools, frameworks, or workflows. Outputs: Phase-by-phase migration plan, compatibility mapping, rollback strategy. Use when switching tools, upgrading frameworks, or adopting new workflows. Triggers: migrate from X to Y, switch to, upgrade from, moving from, /migrate
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- ▌ Mission Airlock · majiayu000 bundleRun test and lint validation gate. Use after implementation to verify code quality.
- ▌ Mission Context · majiayu000 bundleProvides context about Ed, his mission, terminology, and business. Use when working on Ed's projects, coaching business, AI Powerhouse content, BlackBelt work, or The Little Blue Report. Also use when Ed asks you to understand his business or speak in his voice.
- ▌ Mkdocs Material · majiayu000 bundleMkDocs with Material theme expertise for Python-centric documentation. Configure navigation, plugins, multi-language support, PDF export, and advanced Material theme features.
- ▌ Ml API Endpoint · majiayu000 bundleЭксперт ML API. Используй для model serving, inference endpoints, FastAPI и ML deployment.
- ▌ Ml Supply Chain · majiayu000 bundleWhen the user wants to apply machine learning to supply chain problems, build ML models, or use AI for predictions. Also use when the user mentions "machine learning," "deep learning," "neural networks," "AI supply chain," "predictive models," "classification models," "regression models," "anomaly detection," "computer vision," or "NLP for supply chain." For traditional forecasting, see demand-forecasting. For optimization, see optimization-modeling.
- ▌ Mlflow Patterns · majiayu000 bundleML experiment tracking, model registry, and deployment with MLflow for reproducible machine learning workflows.
- ▌ Mlops Workflows · majiayu000 bundleComprehensive MLOps workflows for the complete ML lifecycle - experiment tracking, model registry, deployment patterns, monitoring, A/B testing, and production best practices with MLflow
- ▌ Moai Domain Adb · majiayu000 bundleComprehensive ADB (Android Debug Bridge) automation skill for game bot development, device management, computer vision integration, and Tauri-Python orchestration. Provides modular expertise for building intelligent Android automation workflows.
- ▌ Moai Lang Shell · majiayu000 bundleEnterprise Shell scripting with Bash 5.2, ShellCheck, bats-core testing, POSIX compliance, and Context7 MCP integration for defensive scripting patterns.
- ▌ Moai Lang Swift · majiayu000 bundleSwift 6+ development specialist covering SwiftUI, Combine, Swift Concurrency, and iOS patterns. Use when building iOS apps, macOS apps, or Apple platform applications.
- ▌ Mobile Engineer · majiayu000 bundleExpert in Template Project mobile architecture using Expo, React Native, TypeScript, and Zustand. Use when building mobile screens, implementing navigation, managing state, styling components, integrating with backend APIs, or handling platform-specific functionality.
- ▌ Mobile Patterns · majiayu000 bundleGeneric mobile patterns for navigation, gestures, and offline. Use when building any mobile application.
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- ▌ Mock Prediction · majiayu000 bundleMock prediction skill for 4-layer thinking test. Calls Task subagent.
- ▌ Mockup Creation · majiayu000 bundleCreate interactive, production-ready UI mockups and prototypes using NuxtJS 4 (Vue) or Next.js (React), TypeScript, and TailwindCSS v4. Use when building web mockups, prototypes, landing pages, dashboards, admin panels, or interactive UI demonstrations. Trigger when users mention "create mockup", "build prototype", "interactive demo", "UI prototype", "design to code", or need rapid frontend development with modern tooling. Prefer NuxtJS for Vue-based projects; use Next.js when users mention ReactJS.
- ▌ Modal Knowledge · majiayu000 bundleComprehensive Modal.com platform knowledge covering all features, pricing, and best practices
- ▌ Model Debugging · majiayu000 bundleDebug and diagnose model errors in Pollinations services. Analyze logs, find error patterns, identify affected users. For taking action on user tiers, see tier-management skill.
- ▌ Model Detection · majiayu000 bundleUniversal model detection and capability assessment for optimal cross-model compatibility
- ▌ Model Evaluator · majiayu000 bundleComprehensive ML model evaluation with multiple metrics, cross-validation, and statistical testing. Activates for "evaluate model", "model metrics", "model performance", "compare models", "validation metrics", "test accuracy", "precision recall", "ROC AUC". Generates detailed evaluation reports with visualizations and statistical significance tests, integrated with SpecWeave increment documentation.
- ▌ Model Explainer · majiayu000 bundleModel interpretability and explainability using SHAP, LIME, feature importance, and partial dependence plots. Activates for "explain model", "model interpretability", "SHAP", "LIME", "feature importance", "why prediction", "model explanation". Generates human-readable explanations for model predictions, critical for trust, debugging, and regulatory compliance.
- ▌ Model Validator · majiayu000 bundleAdd comprehensive validation to Django models using validators, clean methods, and constraints. Use when implementing model validation, business rules, or data integrity checks.
- ▌ Modern Tailwind · majiayu000 bundleBuild clean, scalable UIs with Tailwind CSS using modern utilities and variants
- ▌ Module Ideation · majiayu000 bundleAdaptive brainstorming for VCV Rack module concepts and improvements
- ▌ Module Planning · majiayu000 bundleInteractive research and planning (Stages 0-1) for VCV Rack module development
- ▌ Module Scaffold · majiayu000 bundleUse when creating a new feature module in libs/. Triggers on "create a module", "add a feature module", "scaffold module for X", or "new library for Y"
- ▌ Module Workflow · majiayu000 bundleImplementation orchestrator for stages 2-6 (Foundation through Validation)
- ▌ Mongodb Queries · majiayu000 bundleICJC MongoDB 데이터베이스 접근 및 쿼리. Use when: (1) mongodb, mongo, DB, 데이터베이스, 쿼리 관련 요청, (2) collection, document 조회/업데이트/삭제, (3) 데이터 확인이나 디버깅을 위한 DB 조회 필요시. IN7DB(메인앱), AgentDB(에이전트) 데이터베이스 지원.
- ▌ Monitor Queries · majiayu000 bundleTrack query execution using real-time resources, analyze query bands, access query logs, and identify performance patterns across the Teradata system
- ▌ Monorepo Readme · majiayu000 bundleWrite README files for monorepo projects with multiple packages. Use when: (1) creating monorepo root README, (2) adding package to monorepo, (3) documenting workspace commands. Covers architecture diagrams, package tables, build order, publishing workflows.
- ▌ Moodle API User · majiayu000 bundleInteract with the MicroTutor Moodle LMS via REST API to manage courses, users, enrollments, assignments, quizzes, forums, and grades. Use when the user says "use the api" or asks to query, create, update, or manage any Moodle content including course data, student enrollments, activity modules, submissions, or grades.
- ▌ Mosaic AI Agent · majiayu000 bundleExpert guidance for building production-ready tool-calling agents with Databricks Mosaic AI Agent Framework. Use when users need to create agents that orchestrate multiple data sources or APIs, implement LangChain-based agentic workflows, design Foundation Model-powered tool selection, optimize agent prompts and decision-making, or architect multi-tool agent systems. Covers agent architecture patterns, tool design best practices, Foundation Model integration, and common pitfalls.
- ▌ Bio Atac Seq Motif Deviation · majiayu000 bundleAnalyze transcription factor motif accessibility variability using chromVAR. Use when identifying which TF motifs show variable accessibility across samples or conditions in ATAC-seq data.
- ▌ Motion Designer · majiayu000 bundleUse when designing visual motion systems, creating animation specifications, or when a designer needs guidance on crafting beautiful, meaningful movement.
- ▌ Motion Director · majiayu000 bundleAnimation specialist - handles Framer Motion patterns, motion tokens, transitions, and micro-interactions for the calm aesthetic.
- ▌ Motion Planning Skill · majiayu000 bundleSampling-based and optimization-based motion planning algorithms
- ▌ Motion Sickness · majiayu000 bundleUse when animation causes dizziness, nausea, disorientation, or vestibular discomfort
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- ▌ Multi Depot Vrp · majiayu000 bundleWhen the user wants to solve Multi-Depot VRP (MDVRP), optimize routes from multiple warehouses/depots, or handle multi-facility distribution. Also use when the user mentions "MDVRP," "multiple depots," "multi-warehouse routing," "hub routing," "distributed depots," or "regional distribution centers." For single depot, see vehicle-routing-problem.
- ▌ Multi LLM Agent · majiayu000 bundle여러 LLM(OpenAI, Gemini, Ollama 등)을 통합하여 멀티 에이전트 협업을 수행합니다. 역할 분담, 토론/합의, 체인 파이프라인, 병렬 처리 등 다양한 협업 패턴을 지원하며, 사용 시점에 시나리오를 동적으로 구성할 수 있습니다. 복잡한 작업을 여러 LLM에게 분산하여 더 나은 결과를 얻고 싶을 때 사용하세요.
- ▌ Dyad Multi Pr Review · majiayu000 bundleMulti-agent code review system that spawns three independent Claude sub-agents to review PR diffs. Each agent receives files in different randomized order to reduce ordering bias. One agent focuses specifically on code health and maintainability. Issues are classified as high/medium/low severity (sloppy code that hurts maintainability is MEDIUM). Results are aggregated using consensus voting - only issues identified by 2+ agents where at least one rated it medium or higher severity are reported. Automatically deduplicates against existing PR comments. Always posts a summary (even if no new issues), with low priority issues mentioned in a collapsible section.