majiayu000
- 75k skills
- 0 followers
- 567 repo stars
- 3 weeks ago last updated
- ▌ Product Market Fit · majiayu000 bundleMaster frameworks for measuring, achieving, and maintaining product-market fit (PMF). Use when validating new products, assessing readiness to scale, diagnosing retention problems, planning market expansion, measuring "very disappointed" score, implementing PMF engines, or determining if you have permission to grow. Covers Sean Ellis survey methodology, Superhuman PMF engine, retention curve analysis, leading/lagging indicators, pre-PMF vs. post-PMF strategies, and maintaining fit as markets evolve.
- ▌ Product Onboarding · majiayu000 bundleAdd a new Skill Recordings product to the support platform. Use when user says "add product", "new app", "onboard [product name]", or similar.
- ▌ Product Operations · majiayu000 bundleDesign and implement Product Operations systems that help product teams scale (cadences, standard artifacts, insights pipelines, release enablement). Produces a Product Ops Operating System Pack (charter, operating model, rituals, templates, implementation plan). Use for product ops, product org scaling, standardizing roadmaps/check-ins, release management enablement.
- ▌
- ▌ Product Strategist · majiayu000 bundleStrategic product leadership toolkit for Head of Product including OKR cascade generation, market analysis, vision setting, and team scaling. Use for strategic planning, goal alignment, competitive analysis, and organizational design.
- ▌ Profile Management · majiayu000 bundleInteractive profile setup and management. Use when user wants to view, update, or set up their profile. Auto-triggers on phrases like "min profil", "uppdatera profil", "ändra profil", "profile setup", "inställningar", "preferences".
- ▌ Programming Common · majiayu000 bundleGeneral programming best practices applicable to all languages. Covers clean code, testing, refactoring, version control, and development workflows. Use when writing or reviewing code in any language.
- ▌ Project Estimation · majiayu000 bundleEstimate project scope, timeline, and resource requirements using multiple estimation techniques including bottom-up, top-down, and analogous estimation methods for accurate project planning.
- ▌ Project Evaluation · majiayu000 bundleComprehensive project status evaluation using hive-mind coordination, GOAP planning, neural analysis, and AgentDB memory. Use when assessing architecture health, planning refactoring, or generating status reports.
- ▌ Project Guidelines · majiayu000 bundleThis skill documents the standard process for reading and applying project-specific guidelines during SDD workflow phases. Use this when an agent needs to understand and follow project conventions for error handling, logging, naming, and testing.
- ▌ Project Hook Setup · majiayu000 bundleUse when setting up project-specific hooks for Claude Code enforcement. Load during INIT state when .claude/hooks/ is missing, or when creating new project. Installs 5 hooks that read from .claude/config/project.json (tests, health, dependencies).
- ▌ Project Md Refresh · majiayu000 bundleAnalyze the current repository and create or refresh .claude/PROJECT.md to match the project. Use when PROJECT.md is missing, stale, or the user asks to generate/update project-specific rules, structure, commands, or architecture details.
- ▌ Project Operations · majiayu000 bundleProvides intelligent project setup and management with agent-based architecture to minimize token usage. Auto-activates when user mentions project setup, "add project", "configure project", "monorepo"
- ▌ Project Principles · majiayu000 bundleCore architectural and code quality principles that guide all development decisions in the vm0 project
- ▌ Gsd Project Researcher · majiayu000 bundleResearches domain ecosystem for project initialization. Spawned by /gsd:new-project orchestrator (4 parallel agents).
- ▌ Project Validation · majiayu000 bundleValidates project after initialization. Checks static files, endpoints, CSS, health. Use when: after rust-project-init, before TDD loop. Triggers: "validate project", "check project", "verify init".
- ▌ Prometheus Grafana · majiayu000 bundleExpert skill for Prometheus metrics and Grafana dashboards. Write and validate PromQL queries, generate Grafana dashboard JSON, create alerting and recording rules, analyze metric cardinality, and debug scrape configurations.
- ▌ Prometheus Metrics Specialist · majiayu000 bundleInstrument services with Prometheus metrics and write PromQL queries. Guides HuleEdu naming conventions, metrics middleware setup, and business vs operational metrics. Integrates with Context7 for latest Prometheus documentation.
- ▌ Prompt Engineering · majiayu000 bundleUse when creating prompts for Claude or other LLMs, need help structuring prompts effectively, want to improve prompt quality, or need templates for simple or complex prompting tasks. Provides Anthropic's official 10-component framework, best practices for Claude 4.x models, and ready-to-use templates.
- ▌ Prompt Improvement · majiayu000 bundleMeta-skill for improving and optimizing prompts using Anthropic's prompt engineering best practices. Provides the 4-step improvement workflow (example identification, initial draft, chain of thought refinement, example enhancement), keyword registries for documentation lookup, and decision trees for improvement strategies. Use when improving prompts, optimizing for accuracy, adding chain of thought reasoning, structuring with XML tags, enhancing examples, or iterating on prompt quality. Delegates to docs-management skill for official prompt engineering documentation.
- ▌ Prompting Patterns · majiayu000 bundleAutomatically applies when engineering prompts for LLMs. Ensures proper prompt structure, templates, few-shot examples, context management, and injection prevention.
- ▌ Proofgeneral Narya · majiayu000 bundleProof General + Narya: Higher-dimensional type theory proof assistant with observational bridge types for version control.
- ▌ Propagate Req Keys · majiayu000 bundleHomeostatic actuator that tags code, tests, and commits with REQ-* keys for traceability. Adds "# Implements:" tags to code and "# Validates:" tags to tests. Use when code or tests are missing requirement tags.
- ▌ Proposal Execution · majiayu000 bundleExecute approved proposals autonomously. Check for approved proposals and execute them based on their type.
- ▌ Proposal Formatter · majiayu000 bundleFormat trading proposals with timestamped headers and disciplined bullet structure. Use when a persona must deliver a single consolidated proposal with Schwab timestamps, bold parent bullets, and one-metric-per-line nested bullets.
- ▌ Proposal Templates · majiayu000 bundleGuidelines for creating and managing standardized proposal templates and content libraries
- ▌ Prototype Designer · majiayu000 bundleCreate interactive prototypes, design user flows, implement prototype testing strategies, and manage handoff to development. Validate ideas before building.
- ▌ Prototype Planning · majiayu000 bundleDefine what to build at what fidelity to learn what you need without over-investing. Use before starting any prototype.
- ▌ Prototype Strategy · majiayu000 bundlePlan prototyping approach - fidelity levels, tool selection, prototype types, testing strategies, and design-to-development handoff.
- ▌ Provider Scorecard · majiayu000 bundleUse to track enrichment provider success, cost, latency, and quality trends.
- ▌ Providing Feedback · majiayu000 bundleImplements feedback and notification systems including toasts, alerts, modals, progress indicators, and error states. Use when communicating system state, displaying messages, confirming actions, or showing errors.
- ▌ Prowler Compliance · majiayu000 bundleCreates and manages Prowler compliance frameworks. Trigger: When working with compliance frameworks (CIS, NIST, PCI-DSS, SOC2, GDPR, ISO27001, ENS, MITRE ATT&CK).
- ▌ Publishing Process · majiayu000 bundleUse to orchestrate approvals, QA, and go-live steps for SEO content + technical launches.
- ▌ Pubmed Pico Search · majiayu000 bundlePICO-based clinical question search. Triggers: PICO, 臨床問題, A比B好嗎, treatment comparison, clinical question, 療效比較
- ▌ Pull Request Skill · majiayu000 bundlePull Request review manager for CodeRabbit AI. **ALWAYS use when user needs to work with PR reviews, fix CodeRabbit issues, or check review status.** Downloads, organizes, and helps resolve review comments systematically. Examples - "download PR reviews", "fix CodeRabbit issues for PR 123", "check review status", "organize review comments by severity".
- ▌ Pump Fun Mechanics · majiayu000 bundleDeep technical understanding of pump.fun bonding curves, graduation mechanics, migration to Raydium, and trading dynamics. Use for building, analyzing, or trading pump.fun tokens.
- ▌ Punch List Manager · majiayu000 bundleDigital punch list management for construction project closeout. Track deficiencies, assign corrections, photo documentation, and completion verification.
- ▌ Pursuit Governance · majiayu000 bundleUse to set cadences, decision logs, and escalation paths for enterprise pursuits.
- ▌ Push Notifications · majiayu000 bundleMulti-platform push notification skill for implementing APNs (iOS), FCM (Android), and cross-platform notification systems with rich media, deep linking, and background processing capabilities.
- ▌ Pytest Code Review · majiayu000 bundleReviews pytest test code for async patterns, fixtures, parametrize, and mocking. Use when reviewing test_*.py files, checking async test functions, fixture usage, or mock patterns.
- ▌ Python Conventions · majiayu000 bundleCreating or modifying Python code in packages/python_viterbo. Covers directory layout, stage entrypoints, config files, data outputs, tests, lint commands.
- ▌ Python Engineering · majiayu000 bundleComprehensive Python engineering guidelines for writing production-quality Python code. This skill should be used when writing Python code, performing Python code reviews, working with Python tools (uv, ruff, mypy, pytest), or answering questions about Python best practices and patterns. Applies to CLI tools, AI agents (langgraph), and general Python development.
- ▌ Python Environment · majiayu000 bundlePython environment setup with uv, shared utilities, and script structure guidelines.
- ▌ Python Fastapi Dev · majiayu000 bundlePython FastAPI 开发规范和最佳实践指南。适用于现代Web应用开发,涵盖项目架构、编码规范、异步编程、测试、部署等全方位内容。
- ▌ Python Programming · majiayu000 bundlePython fundamentals, data structures, OOP, and data science libraries (Pandas, NumPy). Use when writing Python code, data manipulation, or algorithm implementation.
- ▌ Python Ruff Linter · majiayu000 bundleEnsure Python code follows industry standards using Ruff linter with linting-workflow framework
- ▌ Python Style Guide Compact · majiayu000 bundleCompact Python style guide. Key conventions for clean, typed, documented code.
- ▌ Python Type System · majiayu000 bundleUse when Python's type system including type hints, mypy, Protocol, TypedDict, and Generics. Use when working with Python type annotations.
- ▌ QA Browser Testing · majiayu000 bundleE2E test creation and execution for QA. Validates implementations using Playwright API tests that become persistent artifacts for regression.
- ▌ QA Engineer Manual · majiayu000 bundlePlan and perform manual tests for the Storyblok CLI package and check functionality end-to-end
- ▌ QA Repair Geometry · majiayu000 bundleAutomated geometry repair using RasFixit and quality validation using RasCheck. Handles blocked obstructions, generates before/after visualizations, and creates audit trails. Use when fixing geometry errors, repairing obstructions, validating models, or ensuring FEMA compliance. Triggers: fix, repair, geometry, blocked obstruction, validate, check, RasCheck, RasFixit, FEMA, quality assurance, QA, overlapping, obstruction overlap, elevation envelope, geometry error.
- ▌ QA Test Management · majiayu000 bundleAutomatic QA test lifecycle management, naming conventions, and directory structure. Use when creating, organizing, or tracking QA tests to ensure proper naming, directory structure, and status transitions.
- ▌ QA Testing Android · majiayu000 bundleAndroid testing with Espresso, UIAutomator, and Compose Testing; layered strategy, flake control, device matrix, CI integration, and ADB automation.
- ▌ Qc Backtest Runner · majiayu000 bundleAutomate QuantConnect cloud backtesting workflow with GitHub integration. Push strategies to QuantConnect cloud, execute backtests, wait for completion, and retrieve performance metrics. This skill should be used when running backtests on QuantConnect cloud or testing trading strategies.
- ▌ Qdrant Doc Deleter · majiayu000 bundleDeletes specific PDF documents from Qdrant vector database collection. Use when user wants to remove, delete, or clean up PDF documents from the vector database, Qdrant collection, or needs to manage document versions.
- ▌ Qemu Debug Session · majiayu000 bundleUse when setting up comprehensive QEMU debugging for Breenix - investigating interrupt handling bugs, debugging memory management issues, analyzing boot sequence problems, tracing hardware interactions, or inspecting CPU state during failures.
- ▌ Quality Management · majiayu000 bundleWhen the user wants to improve product quality, implement quality control systems, reduce defects, or analyze quality data. Also use when the user mentions "SPC," "statistical process control," "Six Sigma," "DMAIC," "control charts," "process capability," "Cp," "Cpk," "quality control," "defect reduction," "inspection," "acceptance sampling," or "quality assurance." For lean improvements, see lean-manufacturing. For process optimization, see process-optimization.
- ▌ Quarto Task Slides · majiayu000 bundleGit から指定範囲のコミットを収集し、Quarto(reveal.js)でスライド(HTML/PDF)を生成する。 タスクID、コミット範囲、ブランチ間の差分など、柔軟な指定方法に対応。
- ▌
- ▌ Query Optimization · majiayu000 bundleT-SQL query optimization techniques for SQL Server and Azure SQL Database. Use this skill when: (1) User needs to optimize slow queries, (2) User asks about SARGability or index seeks, (3) User needs help with query hints, (4) User has parameter sniffing issues, (5) User needs to understand execution plans, (6) User asks about statistics and cardinality estimation.
- ▌ R3f Postprocessing · majiayu000 bundleReact Three Fiber post-processing - EffectComposer, bloom, depth of field, custom effects. Use when adding visual effects or enhancing rendered output.
- ▌ Rabbitmq Messaging · majiayu000 bundleRabbitMQ Streams and AMQP messaging patterns for the crypto-scout ecosystem
- ▌ Radflow Compliance · majiayu000 bundleAudit and fix AI-generated or existing code for RadOS design compliance. Use after generating UI code or when reviewing PRs. Catches common mistakes like wrong shadows, hardcoded colors, missing components, and incorrect radius hierarchy.
- ▌ Radflow Figma Sync · majiayu000 bundleSet up or update RadFlow design system from Figma. Use ONLY for initial design system import (colors, typography, spacing tokens) or when syncing design system updates from Figma. NOT for building pages or components from Figma designs - those use Figma MCP directly with existing RadFlow tokens.
- ▌ RAG System Builder · majiayu000 bundleBuild Retrieval-Augmented Generation (RAG) Q&A systems with Claude or OpenAI. Use for creating AI assistants that answer questions from document collections, technical libraries, or knowledge bases.
- ▌ Rails Expert · majiayu000 bundleRails 7+ specialist with expertise in Hotwire, Turbo, Stimulus, and modern Rails development
- ▌ Rails Transactions · majiayu000 bundleImplement database transactions for data consistency and atomicity. Use when operations must succeed or fail together, coordinating multiple database operations, or ensuring data integrity across models.
- ▌ Railway Deployment · majiayu000 bundleRailway.app deployment patterns, environment management, and production best practices. Applied automatically when working with Railway deployments.
- ▌ Ralph Dev Workflow · majiayu000 bundleRalph Loop 기반 체계적인 앱 개발 워크플로우입니다. 기능 개발, 버그 수정, 리팩토링을 5단계 (탐색 -> 계획 -> 개발 -> 리뷰 -> 수정) 프로세스로 진행하며, 리뷰/수정 단계를 사용자 지정 횟수만큼 반복합니다. 모호한 요구사항은 명확히 하고, 아키텍처 결정 사항은 반드시 질문하며, 최종 완료 시 "complete"를 출력합니다. "/ralph-dev-workflow", "랄프 개발", "Ralph Loop로" 등의 명령으로 활성화됩니다.
- ▌ Ramanujan Expander · majiayu000 bundleRamanujan graphs and Alon-Boppana spectral optimality for edge growth
- ▌ Random Walk Fusion · majiayu000 bundleNavigate skill graphs via deterministic random walks. Fuses derivational chains, algebraic structure, color determinism, and bidirectional flow for skill recombination.
- ▌ Rbac Policy Tester · majiayu000 bundleCreates comprehensive permission tests ensuring RBAC doesn't regress with test matrices, CI gating, and authorization coverage. Use for "RBAC testing", "permission tests", "authorization testing", or "access control tests".
- ▌ Re19 Auto Refactor · majiayu000 bundleApply RE19 Auto-Refactor to systematically improve system structure without changing external behavior.
- ▌ Re2 Feedback Loops · majiayu000 bundleApply RE2 Feedback Loops to create mechanisms where system outputs influence future inputs.
- ▌ Reaching Consensus · majiayu000 bundleFacilitate group decision-making. Use when teams need to align on decisions, resolve disagreements, or make collective choices. Covers consensus techniques.
- ▌ React Form Builder · majiayu000 bundleUse this skill for creating or modifying client-side React forms. Follows best practices for react-hook-form, @kit/ui/form components, and server actions integration. Handles validation, error handling, loading states, and TypeScript typing for registration forms, profile updates, and fixing form-related issues.
- ▌ React Frontend Spa · majiayu000 bundleReactでSPAフロントエンドを実装・改修するためのガイド。バックエンド分離前提でNext.jsやサーバーサイド機能に依存せず、React Router中心のクライアント実装を行う時に使う。認証はAuthProviderとuseAuthカスタムフックで統一し、OpenAPIからorvalまたはopenapi-typescriptで型/クライアントを生成して利用する。ESLint+Prettier、zod、shadcn/ui、デザイントークン(CSS変数/Tailwindテーマ)を前提にする場合に適用する。ディレクトリ構成はmodules/components/hooks/providers/servicesなどの直感的な命名で複雑化に耐える構成にする。
- ▌ React Headless Dev · majiayu000 bundleSEED React Headless component development specialist. Use when developing unstyled, logic-only components in packages/react-headless folder. Focuses on data-driven primitives, custom hooks, and state management without styling concerns.
- ▌ React Hoc Patterns · majiayu000 bundleHigher-Order Component patterns for TMNL. Covers cross-cutting concerns, behavior injection, and composition. Use for patterns like withSliderDebug, withDraggable, withLayering.
- ▌ React Hook Builder · majiayu000 bundleCreates custom React hooks for common patterns including data fetching, forms, authentication, local storage, debounce, and more. Use when users request "create custom hook", "React hook for", "useX hook", or "reusable hook".
- ▌ React Native Setup · majiayu000 bundleExpert in React Native 0.83+ and Expo SDK 54+ environment setup. Helps with Node.js 20+, Xcode 16.1+, Android Studio, watchman, CocoaPods, EAS Build, simulators, emulators, and troubleshooting. Activates for environment setup, installation issues, xcode setup, android studio, simulators, emulators, react-native init, expo init, development environment, SDK configuration, EAS Build, development builds.
- ▌ React Native State · majiayu000 bundleMaster state management - Redux Toolkit, Zustand, TanStack Query, and data persistence
- ▌ React Router Setup · majiayu000 bundleAdd URL routing to React Vite SPAs using react-router-dom v6. Use when asked to "add routing", "add URL navigation", "make URLs work", "add deep linking", "enable browser back/forward", or when converting state-based navigation to URL-based routing. Covers installation, BrowserRouter configuration with basename, route definitions, nested routes, Link components, useNavigate hooks, redirects, and SPA server fallback.
- ▌ React UI Component · majiayu000 bundleCreate production-ready React UI components using shadcn/ui and Tailwind CSS. Use when creating shared components, building forms, dialogs, tables, or any UI elements. Automatically installs missing shadcn/ui components and places components in the proper directory structure (app/components/).
- ▌ Readability Report · majiayu000 bundle生成可读性报告。当用户请求为项目源代码生成可读性报告时,使用此功能。输出名为 readability-report.html 的单页 HTML 文件作为可读性报告,该报告集成了 Node.js 脚本和 HTML 模板。
- ▌ Readability Scorer · majiayu000 bundleCalculate readability scores (Flesch-Kincaid, Gunning Fog, SMOG) and grade levels for text. Analyze writing complexity and get improvement suggestions.
- ▌ Readme Improvement · majiayu000 bundleUse when the user asks to create or improve a README file, project documentation, getting started guide, or installation instructions. Triggers on keywords like "README", "getting started", "installation guide", "project overview", "setup instructions".
- ▌ Ready To Implement · majiayu000 bundleValidate design completion and transition to implementation phase
- ▌ Real Estate Expert · majiayu000 bundleExpert-level real estate systems, property management, MLS integration, CRM, virtual tours, and market analysis
- ▌ Real Time Features · majiayu000 bundleImplement real-time functionality using WebSockets, Server-Sent Events (SSE), or long polling. Use when building chat applications, live dashboards, collaborative editing, notifications, or any feature requiring instant updates.
- ▌ Reasoning Controls · majiayu000 bundleUse when adjusting reasoning depth, budgets, or metrics visibility - provides guidance for selecting and applying reasoning controls safely.
- ▌ Reasoning Notation · majiayu000 bundleMeta-skill that wraps reasoning skills to capture notes in real-time, protecting against context compression. Creates checkpoint files during reasoning sessions.
- ▌ Receiving Feedback · majiayu000 bundleUse when receiving feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation
- ▌ Recollect Worktree · majiayu000 bundleManages Git worktrees for Recollect development. Creates worktrees in .worktrees/, copies .env.local, and runs pnpm install. Use when reviewing PRs in isolation or working on features in parallel.
- ▌ Recommender System · majiayu000 bundle智能推荐系统分析工具,提供多种推荐算法实现、评估框架和可视化分析。使用时需要用户行为数据、商品信息或评分数据,支持协同过滤、矩阵分解等推荐算法,生成个性化推荐结果和评估报告。
- ▌ Red Blue Validator · majiayu000 bundleIterative adversarial stress-testing through Red/Blue team dynamics. Red Team generates substantive, steel-manned attacks against propositions; Blue Team responds with defenses, mitigations, and hardening. Cycles continue until convergence criteria are met, producing a battle-tested proposition. PROACTIVELY activate for: (1) High-stakes decisions requiring stress-testing, (2) Strategy validation before major commitment, (3) Architecture decision hardening, (4) Proposal defense preparation, (5) Security posture review, (6) Investment due diligence with adversarial lens. Triggers: "red team this", "blue team", "stress test", "attack this plan", "find weaknesses", "adversarial review", "devil's advocate", "what could go wrong", "poke holes in this", "challenge this decision", "war game this"
- ▌ Red Green Refactor · majiayu000 bundleTest-driven development cycle for writing reliable, well-designed code
- ▌ Red Team Reporting · majiayu000 bundleProfessional security report generation, executive summaries, finding documentation, and remediation tracking
- ▌ Redis Installation · majiayu000 bundleComplete Redis installation guide for all platforms - Linux, macOS, Docker, and cloud deployments with configuration templates
- ▌ Reel Script Writer · majiayu000 bundleWrite engaging scripts for short-form video content (15-90 seconds) for Reels and TikTok