majiayu000
- 75k skills
- 0 followers
- 567 repo stars
- 3 weeks ago last updated
- ▌ Generate Config · majiayu000 bundleGenerate and validate mcpbr configuration files for MCP server benchmarking.
- ▌ Mcpkit Guide · majiayu000 bundleGuide for using MCPKit Swift package to build MCP (Model Context Protocol) tool servers. Use when creating new MCP servers, defining tools, or integrating MCP into Swift projects.
- ▌ Mdm Planning · majiayu000 bundlePlan master data management strategies including golden record identification, matching, and merging approaches.
- ▌ Gcs Medarbejdere Data · majiayu000 bundleActivates when querying employee and workplace safety data from GCS. Use this skill for: Arbejdstilsynet inspections, work permits, safety violations, workplace accidents, compliance rates, foreign workers, incident tracking. Keywords: medarbejdere, employees, worker, arbejdstilsynet, inspection, tilsyn, safety, arbejdsmiljø, accident, ulykke, compliance
- ▌ Media Expert · majiayu000 bundleExpert-level media production, content management, streaming, broadcasting, and media technology systems
- ▌ Media Writer · majiayu000 bundleCreate platform-native content that resonates with each community's culture. Use when adapting technical content for WeChat, Hacker News, Reddit, Medium, Twitter/X, Dev.to, or LinkedIn. Transforms generic writing into content that feels written BY that community, not AT them.
- ▌
- ▌ Meeting Prep · majiayu000 bundlePrepare for meetings by gathering attendee context and related topics
- ▌ Meeting Sync · majiayu000 bundleSync new Granola meetings to local Knowledge folder. Use during morning planning, when user asks "what should I do today", or asks to review/sync meetings.
- ▌ Meeting Tech · majiayu000 bundleTechnical constraints meeting where PM learns from CTO and CAIO (Chief AI Officer) about technical feasibility, constraints, and tradeoffs to balance REQUIREMENTS.md appropriately.
- ▌ Memex Search · majiayu000 bundleSearch, filter, and retrieve Claude/Codex history indexed by the memex CLI. Use when the user wants to index history, run lexical/semantic/hybrid search, fetch full transcripts, or produce LLM-friendly JSON output for RAG.
- ▌ Memory Check · majiayu000 bundleCheck system memory usage, available memory, and identify cleanup opportunities. Use this skill when the user asks to check memory, RAM usage, free memory, or needs to clean up system resources.
- ▌ Memory Forge · majiayu000 bundleContinuous learning system that forges knowledge from work sessions into permanent memory. Use when: (1) after completing non-trivial debugging or investigation, (2) discovering patterns not obvious from documentation, (3) finding workarounds worth preserving, (4) "what did we learn?", (5) "save this pattern", (6) "extract a skill". Supports monorepos with distributed context files. CLI-agnostic (works with Claude Code, OpenCode, Codex, Cursor, and any tool supporting the Agent Skills standard).
- ▌
- ▌ Memory Trail · majiayu000 bundleDecision memory and session logging for AI-assisted development. Use when tracking architectural decisions, maintaining context across sessions, implementing confidence protocols, or coordinating between agents. Triggers on "memory trail", "decision memory", "track decisions", "session logging", "why did we decide", "check past decisions".
- ▌ Memory Usage · majiayu000 bundleAlways-on MemoryManager + LearningPolicy workflow. Use when storing/retrieving memories, emitting retrieval signals, running consolidation/pruning, or when a session should default to the Atlas memory system (MemoryManager, MemoryConsolidator, LearningPolicy). Triggers: memory add/retrieve, consolidation, pruning, semantic search, or 'use the memory system by default.'
- ▌ Mesh Builder · majiayu000 bundleBuild TX V4 meshes - agent configs, prompts, routing. Use for new meshes, agent roles, or multi-agent workflows. Triggers - mesh, routing, agents, multi-agent, config.yaml
- ▌
- ▌ Metal Kernel · majiayu000 bundleWrite Metal/MPS kernels for PyTorch operators. Use when adding MPS device support to operators, implementing Metal shaders, or porting CUDA kernels to Apple Silicon. Covers native_functions.yaml dispatch, host-side operators, and Metal kernel implementation.
- ▌ Meteor Addon · majiayu000 bundleMeteor Client addon development for Minecraft. Use when creating, updating, or working with Meteor Client addons - a Fabric mod framework for Minecraft. Covers workspace setup from the template repository, updating addons when Minecraft/Meteor versions change, finding reference implementations from verified addons, and understanding Meteor's addon structure and APIs.
- ▌ Metrics Pull · majiayu000 bundlePull snapshots from all configured metric sources, compute deltas against prior snapshots, flag unexplained signals, and draft evidence entries for canvas files. One entry point for all external product/market metrics.
- ▌ Metrics Tree · majiayu000 bundleUse when setting product North Star metrics, decomposing high-level business metrics into actionable sub-metrics and leading indicators, mapping strategy to measurable outcomes, identifying which metrics to move through experimentation, understanding causal relationships between metrics (leading vs lagging), prioritizing metric improvement opportunities, or when user mentions metric tree, metric decomposition, North Star metric, leading indicators, KPI breakdown, metric drivers, or how metrics connect.
- ▌ Migrate Page · majiayu000 bundleMigrate Angular page from local source following DDD architecture. Use when migrating pages from Angular 16 to Angular 20 with domain-driven design patterns.
- ▌ Minion Apply · majiayu000 bundleApply generated patches safely. Preview diffs, dry-run to check, then apply. Always review patches before applying - minions make mistakes!
- ▌ Minion Patch · majiayu000 bundleUse when a mechanical code change needs review before applying. Delegates grunt work to local LLMs — saves cloud tokens. Generates patch for review. Use for changes that might need adjustment. Files must be <500 lines.
- ▌ Minion Setup · majiayu000 bundleVerify Ollama is running and models are configured. Run to diagnose minion issues.
- ▌ Minion Swarm · majiayu000 bundlePROACTIVELY USE when same mechanical change is needed on multiple files (add headers, comments, etc.). Delegates parallel grunt work to local LLMs — saves cloud tokens. Runs in parallel for speed. Use instead of repetitive manual edits. Files must be <500 lines each.
- ▌ Minion Sweep · majiayu000 bundlePROACTIVELY USE when user asks to add docstrings/types across multiple files or a directory. Delegates bulk grunt work to local LLMs — saves cloud tokens. Two phases: discover, then apply. Use instead of manually editing many files. Files must be <500 lines each.
- ▌ Mission Solo · majiayu000 bundleHOUSTON executes feature tasks directly. No agents. Best for small features (1-3 tasks).
- ▌ Mitre Attack Framework · majiayu000 bundleApply the MITRE ATT&CK framework for threat intelligence and detection. Provides a universal taxonomy of adversary tactics, techniques, and procedures (TTPs). Use when mapping threats, building detections, or assessing defensive coverage.
- ▌ Ml Benchmark · majiayu000 bundleML 모델 벤치마크 및 평가 실행. "벤치마크", "모델 평가", "성능 테스트", "inference 속도" 요청 시 활성화됩니다.
- ▌ Moai Foundation Context · majiayu000 bundleEnterprise context and session management with token budget optimization and state persistence
- ▌ Moai Lang Go · majiayu000 bundleGo 1.23+ development specialist covering Fiber, Gin, GORM, and concurrent programming patterns. Use when building high-performance microservices, CLI tools, or cloud-native applications.
- ▌ Mobile First Responsive Design · majiayu000 bundleApproche Mobile-First avec Tailwind CSS, breakpoints, et progressive enhancement. MANDATORY pour toutes les pages. À utiliser lors de responsive design, layouts, ou quand l'utilisateur mentionne "mobile", "responsive", "tablet", "desktop".
- ▌ Mobile Input · majiayu000 bundleImplements mobile and touch input systems including virtual joysticks, touch buttons, gestures, and cross-platform input handling. Use when building games that need to work well on mobile devices.
- ▌ Mobile Touch · majiayu000 bundleUse when designing iOS/Android gestures, haptic feedback, touch interactions, or native mobile animations.
- ▌ Mocking Apis · majiayu000 bundleGenerate mock API servers for testing and development with realistic response data. Use when creating mock APIs for development and testing. Trigger with phrases like "create mock API", "generate API mock", or "setup mock server".
- ▌ Model Switch · majiayu000 bundleSwitch the agent's model at runtime and restart. Use when the user asks to change models (e.g., "switch to kimi", "use opus", "go cheaper"), or when the agent decides a different model is better for the current workload.
- ▌ Modern Swift · majiayu000 bundleUse when writing async/await code, enabling strict concurrency, fixing Sendable errors, migrating from completion handlers, managing shared state with actors, or using Task/TaskGroup for concurrency.
- ▌ Modernpython · majiayu000 bundleApply modern Python 3.11+ best practices with proper types, DRY, SRP, and framework patterns. Use when reviewing Python code for modernization opportunities, when writing new Python code to ensure modern patterns, or when refactoring legacy Python code to use current idioms.
- ▌ Monetization · majiayu000 bundleImplements monetization systems including GamePasses, Developer Products, Premium benefits, and ethical monetization patterns. Use when adding in-game purchases, premium features, or any Robux-based transactions.
- ▌ Mooco Mirror · majiayu000 bundleParallel introspection for MOOCO sessions and cross-orchestrator comparison
- ▌
- ▌ Bio Motif Search · majiayu000 bundleFind patterns, motifs, and subsequences in biological sequences using Biopython. Use when searching for transcription factor binding sites, regulatory elements, or any sequence pattern. For restriction enzyme analysis, use the restriction-analysis skill.
- ▌ Motion Scale · majiayu000 bundleGenerates animation duration, easing curves, and delay tokens with prefers-reduced-motion support. Use when creating transition timing, animation speed, or motion systems. Outputs CSS, Tailwind, or JSON.
- ▌ Mouse Expert · majiayu000 bundleExpert on Kolobok bus mouse for ES-1841. Provides guidance on mouse input handling, quadrature decoding, button state tracking, and mouse IRQ configuration.
- ▌ Move Content · majiayu000 bundleMove or rename files in knowledge base with directory governance. Use when user wants to move, relocate, or rename content. Reads RULE.md of both source and target directories.
- ▌ Aptos Move Testing · majiayu000 bundleExpert on testing Move smart contracts on Aptos, including unit tests, integration tests, Move Prover formal verification, debugging strategies, and test coverage. Triggers on keywords move test, unit test, integration test, move prover, formal verification, debug, coverage, assert, expect
- ▌ Movie Ingest · majiayu000 bundleLocate NZBGeek releases with subtitle-rich movie files, auto-tag rage/anger/humor cues, and emit PersonaPlex-ready JSON for Horus Theory-of-Mind benchmarks.
- ▌ Mr Generator · majiayu000 bundleGenerates intelligent GitLab merge request descriptions from git commits with automatic categorization and Jira integration
- ▌ Multi Tenant · majiayu000 bundleMulti-tenant architecture patterns including org_id claim management, JWT token structure with organization context, database isolation strategies for MongoDB and PostgreSQL, theme switching per organization, tenant provisioning workflows, data isolation patterns, and cross-tenant security. Activate for multi-tenancy implementation, tenant isolation, and organization-scoped data access.
- ▌ Mvp Launcher · majiayu000 bundleRapid MVP validation and launch framework following Y Combinator and lean startup principles. Use when user wants to validate a business idea, launch an MVP, define product strategy, calculate unit economics, or needs structured approach to test product-market fit. Includes monetization models, metrics frameworks, and execution templates.
- ▌ N8n Workflow · majiayu000 bundleUse when creating, deploying, or managing N8N workflows. Automatically uses N8N_HOST and N8N_API_KEY from environment.
- ▌
- ▌ Nanonets API · majiayu000 bundleGuia para integrar con el servicio OCR de Nanonets via API. Usar cuando se necesite extraer datos de documentos, crear modelos OCR, subir archivos para prediccion, o entrenar modelos personalizados.
- ▌
- ▌ Neo4j Cypher · majiayu000 bundleExpert guidance for Neo4j Cypher queries and MCP server tools. Use when working with mcp__neo4j__ tools for query execution, schema introspection, and graph operations.
- ▌ Neo4j Entity · majiayu000 bundleQuery companies, sectors, industries, price series, dividends, and splits from Neo4j. Use when fetching entity data or market information.
- ▌ Neo4j Report · majiayu000 bundleQuery SEC filings (8-K, 10-K, 10-Q), extracted sections, exhibits, and financial statements from Neo4j. Use when fetching report/filing data.
- ▌ Neo4j Schema · majiayu000 bundleCore Neo4j schema reference with all labels, relationships, data types, and indexes. Use when exploring database structure, checking field types, or understanding the financial knowledge graph schema.
- ▌ Neon Database Manager · majiayu000 bundleTool for managing Neon Postgres databases. Use for listing projects, inspecting schema, and running queries.
- ▌ Neon Toolkit · majiayu000 bundleCreates and manages ephemeral Neon databases for testing, CI/CD pipelines, and isolated development environments. Use when building temporary databases for automated tests or rapid prototyping.
- ▌ Netgraph Dev · majiayu000 bundleNetGraph contributor development workflow. Use when: setting up dev environment, running tests or lint, fixing CI failures, running performance benchmarks, troubleshooting venv issues, or asking about make targets. For running scenarios and interpreting results, use netgraph-dsl instead.
- ▌ Netgraph Dsl · majiayu000 bundleNetGraph scenario DSL for defining network topologies, traffic demands, failure policies, and analysis workflows in YAML. Use when: creating or editing .yaml/.yml network scenarios, defining nodes/links/groups, writing link rules with patterns, configuring selectors or blueprints, setting up traffic demands or failure policies, running scenarios and interpreting results, debugging DSL syntax or validation errors, or asking about NetGraph scenario structure.
- ▌ Nette Schema · majiayu000 bundleProvides Nette Schema for data validation and normalization. Use when validating configuration, API inputs, or any data structures with Expect class.
- ▌ New Analyzer · majiayu000 bundleGuide for adding a new AI coding agent analyzer to Splitrail. Use when implementing support for a new tool like Copilot, Cline, or similar.
- ▌ Creating Bauplan Pipelines · majiayu000 bundleCreates bauplan data pipeline projects with SQL and Python models. Use when starting a new pipeline, defining DAG transformations, writing models, or setting up bauplan project structure from scratch.
- ▌ New Proposal · majiayu000 bundleOutline the lightweight process for turning discovery inputs into a first-draft Sentient proposal.
- ▌ New Strategy · majiayu000 bundleUse this skill ONLY when creating a new trading strategy (e.g., MeanReversion, Breakout, ScalpingStrategy). Do not use for agents or scanners. This skill is part of the Phase 1 migration.
- ▌ New Workflow · majiayu000 bundleGenerate production-ready Workscript workflow JSON files for the Workscript Agentic Workflow Engine with built-in defensive guards and complexity detection. Use when asked to create workflows, automations, data pipelines, or generate workflow JSON. IMPORTANT - For complex requests that would result in deeply nested or overly complex workflows, this skill will STOP and suggest developing new custom nodes first using /new-node, then return to create a simpler, more linear workflow. All generated workflows include data validation (validateData node) for structured JSON outputs, input guards, array length checks, and error handling edges. Fetches up-to-date node documentation from the Reflection API when available. Outputs validated .json files to the sandbox prompts folder. Also suitable for Claude Code subagents needing to compose workflows programmatically.
- ▌ News Summary · majiayu000 bundleConcise, structured summaries of news articles (~30 sec read time). Captures key points, context, bias/gaps, and open questions. Use when user shares article URL or asks to summarize news content.
- ▌ Nextjs Skill · majiayu000 bundleReusable Next.js 16+ skill with App Router, Server Components, Client Components, and API routes. Use with context7 MCP server.
- ▌ Nextjs Stack · majiayu000 bundleNext.js 16+ complete stack with App Router, Prisma 7, Better Auth, shadcn/ui, TanStack Form, Zustand. Use as the master reference combining all framework skills.
- ▌ Nginx Expert · majiayu000 bundleExpert-level Nginx configuration, reverse proxy, load balancing, SSL/TLS, caching, and performance tuning
- ▌ Nick Theriot · majiayu000 bundleTalk to Nick Theriot Youtuber about their expertise. Nick Theriot Youtuber provides authentic advice using their mental models, core beliefs, and real-world examples.
- ▌ Nix Executor · majiayu000 bundleUse when you need to test Nix expressions, validate Nix configuration syntax before applying, debug Nix code or understand evaluation results, inspect derivation attributes, or evaluate flake outputs and inputs
- ▌ Nlp Engineer · majiayu000 bundleExpert NLP engineer specializing in natural language processing, understanding, and generation. Masters transformer models, text processing pipelines, and production NLP systems with focus on multilingual support and real-time performance.
- ▌ Node Upgrade · majiayu000 bundleSafely upgrade Node.js dependencies in pnpm workspaces. Use when asked to "upgrade dependencies", "update packages", "check for updates", or fix version mismatches.
- ▌ Note Manager · majiayu000 bundleGestionnaire de notes Google Keep pour rechercher, créer, modifier, archiver, épingler et dupliquer des notes. Permet de gérer des notes texte et des listes avec tri automatique des notes épinglées en premier.
- ▌ Notify Slack · majiayu000 bundleSlack 채널에 메시지 전송 (공통 Skill). Use when (1) 이슈/태스크 알림, (2) 릴리스 알림, (3) /SEMO:slack 커맨드, (4) 팀원 멘션 요청.
- ▌ Notion Tasks · majiayu000 bundleInteract with Notion databases and tasks. Auto-detects intent to read, create, update, or delete Notion tasks. Reads API key from NOTION_API_KEY environment variable. Supports full CRUD operations. Trigger phrases include "notion tasks", "show backlog", "create task in notion", "MoneyGraph tasks", "outstanding tasks".
- ▌
- ▌ Nowledge Mem · majiayu000 bundleUnified CLI for personal knowledge base. This skill should be used when users want to save memories, search past conversations, persist current sessions, or manage stored information. Triggers: 记忆, 知识库, 保存会话, 搜索记忆, recall, remember, save memory, search knowledge, persist session, nm命令.
- ▌
- ▌ Numpy Linalg · majiayu000 bundleNumPy's linalg module provides high-performance implementations for standard linear algebra routines. It leverages optimized backends (like BLAS/LAPACK) for operations such as Singular Value Decomposition (SVD), batch equation solving, and least-squares optimization.
- ▌ Numpy Masked · majiayu000 bundleThe numpy.ma module provides masked arrays, which couple a data array with a boolean mask. Masked elements are ignored in operations like mean(), sum(), and log(), making them ideal for datasets where certain entries should be excluded without deleting them and losing shape information.
- ▌ Numpy Memory · majiayu000 bundleNumPy memory management revolves around the concept of "strides." Strides define the number of bytes to skip in a flat 1D buffer to move to the next element in an N-dimensional space. Understanding this allows for zero-copy operations like transposition and complex sliding windows.
- ▌ Numpy Random · majiayu000 bundleNumPy's random module shifted from the legacy RandomState to the modern Generator API. This new approach provides better statistical properties, faster algorithms, and a robust system for parallel random number generation using SeedSequence.
- ▌ Numpy Ufuncs · majiayu000 bundleUniversal functions (ufuncs) are the engine behind NumPy's vectorization. They perform element-wise operations on ndarrays, supporting broadcasting, type casting, and efficient internal loops. They also provide methods for cumulative operations (accumulate) and reductions (reduce).
- ▌ Nuxt Content · majiayu000 bundleUse when working with Nuxt Content v3 - provides collections (local/remote/API sources), queryCollection API, MDC rendering, database configuration, NuxtStudio integration, hooks, i18n patterns, and LLMs integration
- ▌ Nvim Context · majiayu000 bundleGet the current Neovim context as JSON (cursor position, current file, visual selection and diagnostics) to help answer questions about code at the current cursor position, visual selections and diagnostics. Use when users ask about "this line", "current file", "selection" or need context about their Neovim editor state.
- ▌ Nx Workspace · majiayu000 bundleExplore and understand Nx workspaces. USE WHEN answering any questions about the nx workspace, the projects in it or tasks to run. EXAMPLES: 'What projects are in this workspace?', 'How is project X configured?', 'What targets can I run?', 'What's affected by my changes?', 'Which projects depend on library Y?', or any questions about Nx workspace structure, project configuration, or available tasks.
- ▌ Aptos Object Model · majiayu000 bundleExpert on Aptos Object Model - ObjectCore, Object<T> wrapper, constructor references, ExtendRef/DeleteRef/TransferRef capabilities, object ownership, named vs generated objects, composability, and migration from resource-only patterns. Triggers on keywords object model, objectcore, constructorref, extendref, deleteref, transferref, named object, object ownership, composable object
- ▌ Occams Razor · majiayu000 bundleLa solución más simple suele ser la mejor. Use cuando evalúe complejidad de diseño, tome decisiones de features, o simplifique interfaces.
- ▌ Odin Install · majiayu000 bundleInstall and configure the Odin programming language. Use when: - Setting up Odin on a new machine - Updating Odin to latest version - Configuring Odin language server (ols)
- ▌ Off Page SEO · majiayu000 bundle站外 SEO 分析和策略专家。分析外链质量和数量、竞争对手外链策略、品牌提及、社交信号等。提供 9 种外链建设策略（客座博客、断链建设、摩天大楼技术、HARO、行业目录、品牌提及、图片外链、社交信号、外链跟踪）。包含外链质量评估标准、跟踪管理系统和可执行的行动计划。
- ▌ Offline Sync · majiayu000 bundleUse when implementing offline-first patterns with MMKV storage and React Query persistence in React Native.
- ▌ Ohos Dataorm · majiayu000 bundleExpert in OpenHarmony database ORM library - use this skill when working with ohos_dataorm for local database operations, entity mapping, relationships, and database management in OpenHarmony/HarmonyOS applications.
- ▌ Definition Okr Drafting · majiayu000 bundleDraft outcome-oriented OKRs with leading indicators and initiatives tied to the product strategy.
- ▌ Ontology Why · majiayu000 bundleOntology Integrity Design Rationale Helper. Explains "why" decisions with 5 Integrity perspectives (Immutability, Determinism, Referential Integrity, Semantic Consistency, Lifecycle Management). Helper skill called by other ontology-* skills for design rationale.