majiayu000
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- ▌ MCP Code Mode · majiayu000 bundleMCP orchestration via TypeScript execution for efficient multi-tool workflows. Use Code Mode for ALL MCP tool calls (ClickUp, Notion, Figma, Webflow, Chrome DevTools, etc.). Provides 98.7% context reduction, 60% faster execution, and type-safe invocation. Mandatory for external tool integration.
- ▌ MCP Converter · majiayu000 bundleConverts MCP servers to Claude Skills to save tokens. Runs the introspection tool to generate skill wrappers.
- ▌ MCP Debugging · majiayu000 bundleDebug MCP server issues and analyze logs for the Orient. Use this skill when investigating tool failures, API errors, slow operations, or troubleshooting MCP tool behavior. Covers log file locations, JSON log format, correlation IDs for request tracing, common debugging commands, and log rotation configuration.
- ▌ MCP Directory · majiayu000 bundleComplete directory of available MCP servers with usage guidelines, tool categories, and selection criteria. Helps Claude choose the right MCP for each task and avoid token waste.
- ▌ MCP Discovery · majiayu000 bundleIntelligent MCP server recommendation engine based on quantitative domain analysis. Maps project domains (Frontend %, Backend %, Database %, etc.) to appropriate MCP servers using tier-based priority system (Mandatory > Primary > Secondary > Optional). Performs health checking, generates setup instructions, provides fallback chains. Use when: analyzing project needs, configuring MCPs, checking MCP health, recommending alternatives.
- ▌ MCP Evaluator · majiayu000 bundleComprehensive security and privacy evaluation system for MCP (Model Context Protocol) servers. Use when users provide GitHub URLs to MCP servers and request security assessment, privacy evaluation, or ask "is this MCP safe to use." Evaluates security vulnerabilities, privacy risks, code quality, community feedback, and provides actionable recommendations with risk scoring.
- ▌ MCP Firecrawl · majiayu000 bundleThis skill provides guidance for using Firecrawl MCP for web scraping and content extraction. Use when scraping web pages, crawling websites, searching the web with content extraction, mapping site URLs, or extracting structured data from web pages.
- ▌ MCP Generator · majiayu000 bundleUse when setting up project-specific development tools or after analyzing a codebase - generates custom MCP server with semantic search, project-aware tools, and health monitoring capabilities. Works with both basic and enhanced modes. Do NOT use if generic popkit commands are sufficient or for small projects where MCP server overhead isn't justified - stick with built-in tools for simple workflows.
- ▌ MCP Inspector · majiayu000 bundleTest Model Context Protocol (MCP) servers using the MCP Inspector CLI with correct syntax
- ▌ MCP Local RAG · majiayu000 bundleProvides score interpretation (< 0.3 good, > 0.5 skip), query optimization, and source naming for query_documents, ingest_file, ingest_data tools. Use this skill when working with RAG, searching documents, ingesting files, saving web content, or handling PDF, HTML, DOCX, TXT, Markdown.
- ▌ MCP Uninstall · majiayu000 bundleRemove magnet-local and/or magnet-canary MCP server configurations from project and global locations. Use when user says "uninstall mcp", "remove mcp", "delete mcp config", or "clean up mcp".
- ▌ Mdm Cobordism · majiayu000 bundlemacOS MDM with auth manifolds as cobordisms for credential derivation
- ▌ Mdx Sanitizer · majiayu000 bundleComprehensive MDX content sanitizer that escapes angle brackets, generics, and other JSX-conflicting patterns to prevent build failures
- ▌ Media Factory · majiayu000 bundleAI-powered media production pipeline using Nano Banana Pro (images), KLING AI (video/transitions), and ElevenLabs (voiceover). Use when creating video content, product demos, social media assets, or any multimedia production.
- ▌ Meeting Brief · majiayu000 bundleDaily meeting preparation system that checks your calendar each morning, deeply researches external attendees (LinkedIn, company info, GitHub, past notes), and sends you personalized briefs via email (1 per person). Use when you want automated preparation for upcoming meetings with context about each person you're meeting.
- ▌ Meeting Notes · majiayu000 bundleGenerate structured meeting notes with action items, decisions, and summaries from transcripts. Use when documenting meetings or creating meeting summaries.
- ▌ Meme Executor · majiayu000 bundleSolana memecoin trade execution and simulation. Use when you already have a TradePlan (token, side, size, SL/TP, slippage, risk mode) from meme-trader / flow-tracker / degen-savant and want to either simulate or send a swap through a Solana wallet.
- ▌ Meme Launcher · majiayu000 bundleSolana memecoin launch strategy and execution. Use when planning token launches, designing tokenomics, building pre-launch hype, deploying on pump.fun/Raydium, or optimizing launch mechanics. Covers: token creation, bonding curves, liquidity strategy, community building, anti-rug best practices.
- ▌ Memetic Depth · majiayu000 bundleCreate the perception of cultural depth through strategic juxtaposition of familiar and unfamiliar elements. Use when settings feel shallow, when you need centuries of implied history without exposition, or when worldbuilding lacks the texture of real cultural evolution.
- ▌ Memory Design · majiayu000 bundleInterpretive guidance for Claude Code memory management system. Helps choose between memory locations, organize modular rules, use path-specific rules, and avoid common pitfalls. Use when setting up CLAUDE.md files, organizing .claude/rules/ directories, or deciding where to put project instructions.
- ▌ Memory Keeper Proactive Context Maintenance · majiayu000 bundleAutomatically detect and maintain memory freshness by monitoring context staleness, significant code changes, task completions, and phase transitions. Proactively suggests and executes memory sync operations with user confirmation. Use when the user says "sync memory", "update context", or when the Skill detects that context is stale (>2 hours), significant changes have occurred (new commits), tasks completed, or major milestones reached. Replaces passive "context is stale" warnings with active maintenance.
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- ▌ Memory Search · majiayu000 bundlePROACTIVELY search conversation history when receiving user instructions. Find previous discussions, decisions, and context BEFORE starting new work. Your memory is valuable - use it.
- ▌ Memory System · majiayu000 bundleAutomatic documentation memory system for AI agents. Ensures context is loaded at session start and documentation is updated after changes.
- ▌ Mental Models · majiayu000 bundleApply Charlie Munger's latticework of mental models to any problem. Use when user requests decision analysis, says "help me think", "apply mental model", mentions model names (inversion, bottlenecks, second-order thinking), or needs structured thinking frameworks.
- ▌ Mern Patterns · majiayu000 bundleMERN stack patterns including React with Vite, Express middleware, MongoDB schemas, API Gateway architecture, session management, error handling, and testing strategies. Activate for MERN development, microservices architecture, and full-stack JavaScript applications.
- ▌ Meta Analysis · majiayu000 bundleUse when performing meta-analysis, pooling study data, generating forest plots, funnel plots, assessing heterogeneity, or conducting subgroup and sensitivity analyses. Invoke for any statistical synthesis of multiple studies.
- ▌ Meta Workflow · majiayu000 bundleMeta 환경 기본 워크플로우. semo-system/ 수정 → 버저닝 → 배포 → 로컬 동기화 체인 자동 실행. Use when (1) [Meta] 프리픽스 요청, (2) semo-system/ 수정 완료 후, (3) Meta 패키지 설치 환경.
- ▌ Metacognition · majiayu000 bundleValidates approach and checks assumptions before/after tasks. Use when: starting work, encountering errors, or switching phases.
- ▌ Optimization Metric Review · majiayu000 bundleConduct a metric review that contextualizes performance trends, flags anomalies, and recommends actions.
- ▌ Metro Bundler · majiayu000 bundleMetro bundler configuration, optimization, and troubleshooting. Use for bundle errors, "unable to resolve module", or caching issues.
- ▌ Microservices · majiayu000 bundleGuidelines for building production-grade microservices with FastAPI/Python and Go, covering serverless patterns, clean architecture, observability, and resilience.
- ▌ Mindmap Skill · majiayu000 bundleMaintain and evolve interactive mind maps generated from OPML outlines and XML palettes.
- ▌ Dcode Mine Patterns · majiayu000 bundleAnalyze a work session to identify repeatable patterns that could become reusable skills or commands. Use at the end of a productive session to capture workflows worth automating, when noticing repetitive multi-step tasks, or when wanting to improve personal productivity with Claude Code.
- ▌ Minion Models · majiayu000 bundleManage Ollama models for minions. Pull new models, list available ones, switch presets, check disk usage. Use when setting up or changing models.
- ▌ Minion Polish · majiayu000 bundlePROACTIVELY USE after implementing code to add docstrings, type hints, cleanup. Delegates grunt work to local LLMs — saves cloud tokens. Files must be <500 lines. Use for mechanical polish, not logic changes. Changes are auto-applied.
- ▌ Mission Ralph · majiayu000 bundleLaunch ralph.sh in background. Best for large features (10+ tasks). Automatic execution until completion.
- ▌ Mit Licensing · majiayu000 bundleAudit dependency licenses for MIT compatibility. Use when the user wants to check if their project's dependencies are compatible with MIT license, find problematic licenses (GPL, AGPL, etc.), or generate a license audit report. Supports Node.js (npm/pnpm) and Rust (Cargo) projects.
- ▌ Mixpanel Data · majiayu000 bundleAnalyze Mixpanel analytics data using the mixpanel_data Python library or mp CLI. Use when working with Mixpanel event data, user profiles, funnels, retention, cohorts, segmentation queries, JQL scripts, or SQL analysis on local DuckDB. Triggers on mentions of Mixpanel, event analytics, funnel analysis, retention curves, user behavior tracking, JQL queries, filter expressions, 'fetch data from Mixpanel', 'query Mixpanel with SQL', 'run DuckDB queries on events', 'analyze user behavior', 'export Mixpanel data', 'mp command', or requests to work with analytics pipelines. Supports filter expressions for WHERE/ON clauses, JQL (JavaScript Query Language) for complex transformations, Python scripts with pandas integration, and CLI pipelines with jq/Unix tools.
- ▌ Ml Experiment · majiayu000 bundleTrack ML experiments with proper logging and reproducibility. Use when training models or running experiments.
- ▌ Ml Researcher · majiayu000 bundleML research for RAN with reinforcement learning, causal inference, and cognitive consciousness integration. Use when researching ML algorithms for RAN optimization, implementing reinforcement learning agents, developing causal models, or enabling AI-driven RAN innovation.
- ▌ Type Hints For Ml Code · majiayu000 bundleApply appropriate type hints for ML/PyTorch code. Use when adding type annotations to ML code or addressing mypy errors.
- ▌ Mlflow Python · majiayu000 bundleLog experiment metrics, parameters, and artifacts using MLflow Python API. Query and analyze runs with DataFrame operations. Use when user mentions "log backtest", "MLflow metrics", "experiment tracking", "log parameters", "search runs", "MLflow query", or needs to record strategy performance.
- ▌ Mmd Debugging · majiayu000 bundleTroubleshoot and debug MIDI Markdown (MMD) files including validation errors, timing issues, value ranges, syntax problems, and compilation failures. Use when the user encounters MMD errors, validation failures, unexpected behavior, or needs help diagnosing MMD issues.
- ▌ Moai Cc Hooks · majiayu000 bundleAI-powered enterprise Claude Code hooks orchestrator with intelligent automation, predictive maintenance, ML-based optimization, and Context7-enhanced workflow patterns. Use when designing smart hook systems, implementing AI-driven automation, optimizing hook performance with machine learning, or building enterprise-grade workflow orchestration with automated compliance and monitoring.
- ▌ Moai Lang Cpp · majiayu000 bundleModern C++ (C++23/C++20) development specialist covering RAII, smart pointers, concepts, ranges, modules, and CMake. Use when developing high-performance applications, games, system software, or embedded systems.
- ▌ Moai Lang PHP · majiayu000 bundlePHP 8.3+ development specialist covering Laravel 11, Symfony 7, Eloquent ORM, and modern PHP patterns. Use when developing PHP APIs, web applications, or Laravel/Symfony projects.
- ▌ Moai Lang SQL · majiayu000 bundleSQL best practices with pgTAP, sqlfluff 3.2, query optimization, and migration management.
- ▌ Moai Worktree · majiayu000 bundleGit worktree management for parallel SPEC development with isolated workspaces, automatic registration, and seamless MoAI-ADK integration
- ▌ Mobile App UX · majiayu000 bundleMobile app UX/UI best practices for smartphone interfaces. Use for designing touch-friendly interfaces, mobile navigation patterns, gesture handling, and optimizing user experience on small screens. Triggers on requests for mobile UX, app design, touch interfaces, mobile patterns, or smartphone UI best practices.
- ▌ Mobile Devops · majiayu000 bundleComprehensive mobile DevOps workflow that orchestrates mobile application development, CI/CD for mobile, app store deployment, and mobile device testing. Handles everything from mobile app build automation and testing to app store submission, monitoring, and mobile-specific DevOps practices.
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- ▌ Model Compare · majiayu000 bundleCompare 3D CAD models using boolean operations (IoU, Dice, precision/recall). Use when evaluating generated models against gold references, diffing CAD revisions, or computing similarity metrics for M
- ▌ Model Manager · majiayu000 bundleTest, validate, and add new AI models to the eval suite. Use when user asks to add new models, test model access, check pricing, or update models.yml.
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- ▌ Model Routing · majiayu000 bundleIntelligent model selection - routes tasks to Haiku (fast/cheap), Sonnet (balanced), or Opus (complex/strategic) based on task complexity analysis
- ▌ Model Serving · majiayu000 bundleLLM and ML model deployment for inference. Use when serving models in production, building AI APIs, or optimizing inference. Covers vLLM (LLM serving), TensorRT-LLM (GPU optimization), Ollama (local), BentoML (ML deployment), Triton (multi-model), LangChain (orchestration), LlamaIndex (RAG), and streaming patterns.
- ▌ Model Trainer · majiayu000 bundleThis skill should be used when users want to train or fine-tune language models using TRL (Transformer Reinforcement Learning) on Hugging Face Jobs infrastructure. Covers SFT, DPO, GRPO and reward modeling training methods, plus GGUF conversion for local deployment. Includes guidance on the TRL Jobs package, UV scripts with PEP 723 format, dataset preparation and validation, hardware selection, cost estimation, Trackio monitoring, Hub authentication, and model persistence. Should be invoked for tasks involving cloud GPU training, GGUF conversion, or when users mention training on Hugging Face Jobs without local GPU setup.
- ▌ Molecule Init · majiayu000 bundleInitialize Molecule testing framework for Ansible roles with Docker-based TDD setup. Use when creating new Ansible roles, setting up molecule scenarios, or when user asks to initialize molecule testing.
- ▌ Monarch Money · majiayu000 bundleTypeScript library and CLI for Monarch Money budget management. Search transactions by date/merchant/amount, update categories, list accounts and budgets, manage authentication. Use when user asks about Monarch Money transactions, wants to categorize spending, needs to find specific transactions, or wants to automate budget tasks.
- ▌ Motion Design · majiayu000 bundleProvides motion design guidance for UI components. Triggers on animation requests ("animate this", "add transition", "motion for"), refinement requests ("clean up this animation", "clean up the motion", "this feels too fast/slow", "make this feel more alive/natural"), and questions about easing, timing, or micro-interactions.
- ▌ Aptos Move Language · majiayu000 bundleExpert on Move programming language - abilities (copy/drop/store/key), generics, phantom types, references, global storage operations, signer pattern, visibility modifiers, friend functions, inline optimization, and advanced type system. Triggers on keywords move language, abilities, generics, phantom type, borrow global, signer, friend, inline, type parameter
- ▌ Mr Test Cases · majiayu000 bundleGenerate test cases for Merge Request changes. Analyzes diff between MR branch and develop, identifies affected areas (components, utilities, API calls, styling), and generates prioritized test cases. Use when reviewing MRs, planning QA testing, or before merging to ensure proper test coverage. Supports GitLab MR URLs or local branch comparison.
- ▌ Multi Tenancy · majiayu000 bundleImplement multi-tenant architecture with tenant isolation, data separation, and per-tenant configuration. Supports shared database and schema-per-tenant models.
- ▌ Museum Search · majiayu000 bundleSearch the Met Museum Open Access Paintings collection using semantic search, find similar artworks, and search by image. Use this when users ask about art, paintings, museum collections, or want to find artworks by description, visual similarity, or artist.
- ▌ Mutation Test · majiayu000 bundleRun mutation testing to validate test quality beyond code coverage. Use when assessing test effectiveness, finding weak tests, or validating test suite quality.
- ▌ Mvp Generator · majiayu000 bundleGenera MVPs completos desde SPEC.md orquestando todos los agentes especializados
- ▌ Mvp Validator · majiayu000 bundleReview startup MVPs for realism, agility, and business viability. This skill conducts critical but objective analysis of MVP ideas, requirements, and implementation plans, identifying strengths and pain points to provide constructive feedback. Trigger when users request MVP reviews, feasibility checks, or startup idea validation.
- ▌ Nango Dry Run · majiayu000 bundleUse when testing Nango syncs locally - runs dry-run command with proper parameters for integration testing without affecting production data
- ▌ Nativewind V4 · majiayu000 bundleNativeWind v4 patterns for Liftera (React Native + React Native Web). Trigger: When styling React Native components with className, configuring Tailwind/NativeWind, or debugging style differences between web and mobile.
- ▌ Navigation AI · majiayu000 bundleImplements AI navigation and pathfinding using NavigationServer, behavior systems, and steering behaviors. Use when building NPC movement and decision-making.
- ▌ Neon Async DB · majiayu000 bundleThis skill should be used when setting up and managing reliable, high-performance asynchronous database connections for Neon Serverless PostgreSQL using SQLModel and SQLAlchemy's async capabilities.
- ▌ Neon DB Skill · majiayu000 bundleReusable Neon PostgreSQL skill for serverless database operations, connection pooling, and async connections. Use with Neon MCP server.
- ▌ Neovim Expert · majiayu000 bundleExpert Neovim/Lua configuration assistant for NOE.ED (LazyVim-based setup). Covers plugin configuration, LSP setup, keymaps, Mason, TreeSitter, and troubleshooting. Trigger with: neovim skill, lua skill, nvim skill, neoed skill, lazy skill (or plurals). Use for: LSP config help, error troubleshooting, keymap creation, plugin setup, theme customization.
- ▌ Network Admin · majiayu000 bundleManage servers on the local network (ubuntu-box and raspberrypi). Execute commands remotely via SSH, manage services, view logs, and coordinate with other skills.
- ▌ Network Agent · majiayu000 bundleComprehensive network topology discovery, automated documentation generation, and root cause analysis for network issues using RouterCLI Pro. Use this skill when asked to map networks, discover device connections, create network documentation, troubleshoot connectivity issues, analyze network problems, or investigate network incidents. All workflows use the existing RouterCLI Pro CLI tool.
- ▌ New API Route · majiayu000 bundleCreate new ORPC API routes with contracts, routers, and client integration. 创建新的 ORPC API 路由,包含合约、路由器和客户端集成。 Use when: - Adding new API endpoints - Creating CRUD operations for a new entity - User mentions "new API", "add endpoint", "create route", "新增接口", "添加 API"
- ▌ New Blog Post · majiayu000 bundleCreate a new blog post with proper Quarto structure, frontmatter, and directory layout. Use when adding articles, tutorials, thoughts, or any blog content.
- ▌ New Component · majiayu000 bundleCreate new GPUI components. Use when building components, writing UI elements, or creating new component implementations.
- ▌ New DB Schema · majiayu000 bundleCreate new database tables with Drizzle ORM schemas and Valibot validation. 使用 Drizzle ORM 创建新的数据库表模式和 Valibot 验证。 Use when: - Adding new database tables - Creating entity schemas - User mentions "new table", "database schema", "add entity", "新增表", "数据库模式"
- ▌ Newman Runner · majiayu000 bundleRun and analyze Newman (Postman CLI) tests. Use when running API tests, validating Postman collections, testing HTTP endpoints, or when user mentions Newman, Postman tests, API validation.
- ▌ News Discover · majiayu000 bundleCurated daily news briefing across global, local, tech, science, business, and culture. Prioritizes today's news, adapts to user location and interests. Use when user asks for news, daily briefing, what's happening, or current events.
- ▌ News Research · majiayu000 bundleConduct comprehensive news research and generate professional newsletters. Use when user submits topics for news analysis, sentiment tracking, or competitive media coverage research.
- ▌ Nex CLI Guide · majiayu000 bundleNATS NEX CLI usage guide. Node and workload commands, flags, configuration.
- ▌ Nextjs Expert · majiayu000 bundleExpert Next.js - App Router, Server Components, Server Actions, data fetching, rendering strategies, optimization et déploiement
- ▌ Nextjs On AWS · majiayu000 bundleThis document compares various AWS deployment options for Next.js applications, analyzing costs, benefits, limitations, and providing recommendations based on different use cases.
- ▌ Nextjs Shadcn · majiayu000 bundleshadcn/ui for Next.js App Router with TanStack Form. Use when building UI components, forms, dialogs, tables, toasts, or accessible components.
- ▌ Nextjs15 Init · majiayu000 bundleUse when user wants to create a new Next.js 15 project (Todo/Blog/Dashboard/E-commerce/Custom domain) with App Router, ShadCN, Zustand, Tanstack Query, and modern Next.js stack
- ▌ Nim C Interop · majiayu000 bundleUse when nim-C interoperability including calling C from Nim, wrapping C libraries, importc/exportc pragmas, header generation, FFI patterns, and building high-performance systems code integrating Nim with existing C codebases.
- ▌ Nitro Testing · majiayu000 bundleTest Nuxt 3 / Nitro API handlers with real PostgreSQL, transaction rollback isolation, and typed factories. No mocks, real SQL.
- ▌ Nix Dev Shell · majiayu000 bundleAutomatically detects Nix flakes and runs commands in a dev shell environment. Use when running build, test, or development commands in projects with flake.nix. Ensures commands run with proper Nix dependencies loaded.
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- ▌ Nixos Advisor · majiayu000 bundleNixOS configuration advisor using MCP tools. Use when helping with NixOS/Home Manager configs, searching packages/options, or providing NixOS-specific guidance. Validates packages exist before suggesting them.
- ▌ Nodejs Expert · majiayu000 bundleNode.js backend expert including Express, NestJS, and async patterns
- ▌ Nonstop Agent · majiayu000 bundleCreates long-running autonomous agents. Use when the user asks for "롱 러닝 에이전트 만들어줘", "자율 에이전트 생성", "autonomous agent", "long-running agent", "nonstop agent", or "24/7 agent". Collects requirements through AskUserQuestion and generates agent structure following Anthropic best practices.
- ▌ Notifications · majiayu000 bundleView and manage sync notifications - import completions, discrepancies, sync failures. Filter by type and severity, show details, dismiss notifications.
- ▌ Notion Master · majiayu000 bundleShared resource library for Notion integration skills. DO NOT load directly - this provides common references (setup, API docs, error handling, database schema) and scripts used by notion-connect, query-notion-db, import-skill-to-nexus, and export-skill-to-notion.
- ▌ Notion To Mdx · majiayu000 bundleAutomatically converts Notion markdown exports to Next.js MDX format with proper metadata and formatting. Use this skill when working with Notion markdown files that need to be converted to page.mdx files in this Next.js repository. Handles title extraction, interactive dropdown creation, and automatic image downloading from Notion.
- ▌ Notion Writer · majiayu000 bundleUse when the user explicitly asks to create, update, query, or archive Notion pages, databases, or blocks. Not for bulk operations, recursive edits, or widening the workspace scope.
- ▌ Novel Creator · majiayu000 bundleInteractive novel creation workflow combining RPG-style storytelling with professional EPUB ebook production. Use when users want to: (1) Create interactive stories/RPG games with branching choices, (2) Write full novels from story concepts, (3) Generate novels with time-travel/fantasy/romance elements, (4) Convert markdown stories to EPUB ebooks, (5) Create Chinese web novels with ancient poetry paired with modern lyrics, (6) Write light novels or serialized fiction. Triggers: "write a novel", "create a story", "interactive fiction", "RPG story", "make an ebook", "穿越小说", "写小说", "创作故事", "制作电子书"