majiayu000
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- ▌ Progressive Web App · majiayu000 bundleBuild progressive web apps using service workers, web manifest, offline support, and installability. Use when creating app-like web experiences.
- ▌ Project Conventions · majiayu000 bundleGuides discovery and application of project-specific conventions including code patterns, naming, structure, and team practices. Use when exploring a codebase or implementing features to match existing patterns.
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- ▌ Project Development · majiayu000 bundleDevelopment workflow guide for choosing the right skill based on your task - screens, widgets, BLoC, APIs, forms, storage, and more (project)
- ▌ Project Methodology · majiayu000 bundleHigh‑level development methodology for AI‑assisted FastAPI + Vue projects.
- ▌ Project Pulse Brief · majiayu000 bundleCurate stakeholder-ready pulse briefs that summarize project portfolio updates, risks, and next steps.
- ▌ Project Status Sync · majiayu000 bundleUse to keep GitHub Project fields synchronized with actual work state - updates status, verification, criteria counts, and other project-specific fields
- ▌ Prometheus Analysis · majiayu000 bundleThis skill should be used when the user asks to "query Prometheus", "analyze Prometheus metrics", "check Prometheus alerts", "write PromQL", "interpret Prometheus data", "fetch metrics", or mentions Prometheus querying, alerting, or metrics analysis. Provides guidance for querying and interpreting Prometheus metrics for root cause analysis.
- ▌ Promote Frontmatter · majiayu000 bundleExtract prose patterns like "Key: Value" or "Key: [[wikilink]]" and promote them to YAML frontmatter. Triggers on "promote to frontmatter", "extract frontmatter", "prose to yaml".
- ▌ Prompt Optimization · majiayu000 bundleTransform vague requests into production-ready, hallucination-free prompts optimized for Claude 4.x. Applies investigation-first protocols, anti-hallucination guards, extended thinking patterns, and multishot examples. Use when user requests prompt improvement, optimization, or asks to fix hallucinations, structure vague requests, apply Claude 4.x best practices, or create production-grade prompts.
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- ▌ Propositional Logic · majiayu000 bundleProblem-solving strategies for propositional logic in mathematical logic
- ▌ Provider Management · majiayu000 bundleSkill for managing model provider priorities with authentication (OAuth/Subscription/API), usage limits, and automatic fallback across all major AI providers
- ▌ Cocoapods Publishing Workflow · majiayu000 bundleUse when publishing CocoaPods libraries to CocoaPods Trunk. Covers pod trunk registration, podspec validation, version management, and publishing best practices for successful library distribution.
- ▌ Pubmed Quick Search · majiayu000 bundleQuick literature search on PubMed. Triggers: 搜尋, 找論文, search papers, find articles, PubMed, 文獻搜尋, 快速搜尋
- ▌ Purposeful Modeling · majiayu000 bundle目的を持ったモデリングの専門知識を提供。概念・仕様・実装の3つの視点を区別してUML図を生成する際に使用。ドメインモデル設計、クラス図作成、要件分析、モデリング成果物の目的分類が必要な場合にこのスキルを参照。
- ▌ Pwa Troubleshooting · majiayu000 bundleAutomatically helps debug PWA issues including service workers, caching, offline functionality, and storage problems in VSSK-shadecn
- ▌ Pydantic AI Testing · majiayu000 bundleTest PydanticAI agents using TestModel, FunctionModel, VCR cassettes, and inline snapshots. Use when writing unit tests, mocking LLM responses, or recording API interactions.
- ▌ Pypi Readme Creator · majiayu000 bundleWhen creating a README for a Python package. When preparing a package for PyPI publication. When README renders incorrectly on PyPI. When choosing between README.md and README.rst. When running twine check and seeing rendering errors. When configuring readme field in pyproject.toml.
- ▌ Real Pytest No Mocks Real Tests · majiayu000 bundleWrite pytests that test real public interfaces with actual components, no mocking, and precise assertions. MIRA-specific patterns. Use when creating or reviewing tests.
- ▌ Python Code Quality · majiayu000 bundlePython code quality tooling with ruff and pyright. Use when setting up linting, formatting, type checking, configuring ruff or pyright, or establishing code quality standards.
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- ▌ Python Data Classes · majiayu000 bundleUse when Python data modeling with dataclasses, attrs, and Pydantic. Use when creating data structures and models.
- ▌ Python Fundamentals · majiayu000 bundleMaster Python syntax, data types, control flow, functions, OOP, and standard library
- ▌ Python Optimization · majiayu000 bundleOptimizes Python performance using asyncio, profiling, and best practices. Use when implementing async/await patterns, profiling slow code, fixing bottlenecks, or improving memory usage. Triggers include "asyncio", "async def", "cProfile", "slow Python", "memory leak", "profile", or "optimize Python".
- ▌ Python Packaging Uv · majiayu000 bundleUse when building or publishing Python packages with uv, including dist artifacts and pre-publish checks.
- ▌ Python Project Init · majiayu000 bundleInitialize complete Python project with comprehensive documentation, development environment, and tooling. Use when creating a new Python project from scratch.
- ▌ Python Project Skel · majiayu000 bundleGenerate production-ready Python project skeletons with Astral UV package manager, Hatchling build backend with dynamic versioning, and modern tooling (ruff, mypy, pytest, bandit). Use when creating new Python projects, initializing Python packages, setting up src-layout projects, scaffolding Python libraries, or starting a new Python application. Supports Python 3.14+ by default with configurable version. Output to current directory, specified path, or tarball.
- ▌ Python Telegram Bot · majiayu000 bundlepython-telegram-bot library for building Telegram bots. Use for handlers, callbacks, inline keyboards, conversations, and bot commands.
- ▌ Python Unit Testing · majiayu000 bundleA skill for creating comprehensive Python unit tests using pytest. It provides guidance and templates for test structure, fixtures, mocking, parameterization, and coverage. Use this when you need to write unit tests for Python code, set up a testing environment with pytest, or apply testing best practices.
- ▌ Python Venv Manager · majiayu000 bundlePython 虚拟环境自动化管理工具。当项目需要创建或管理 Python 虚拟环境(.venv)时使用此技能:检测现有环境、创建新环境、生成 requirements.txt、安装依赖包、配置 Git 忽略规则。
- ▌ Python3 Add Feature · majiayu000 bundleGuided workflow for adding new features to Python projects. Use when planning a new feature implementation, when adding functionality with proper test coverage, or when following TDD to build features incrementally.
- ▌ Python3 Test Design · majiayu000 bundleThis skill should be used when the user asks to "design a test strategy", "plan test coverage", "create test architecture", "review test structure", or mentions test planning patterns like TDD, BDD, or property-based testing. Provides guidance for pytest test suite architecture and design decisions.
- ▌ Pytorch Distributed · majiayu000 bundleDistributed training strategies including DistributedDataParallel (DDP) and Fully Sharded Data Parallel (FSDP). Covers multi-node setup, checkpointing, and process management using torchrun. (ddp, fsdp, distributeddataparallel, torchrun, nccl, rank, process-group)
- ▌ QA Gameplay Testing · majiayu000 bundleE2E gameplay testing patterns using Playwright API. Tests continuous movement, mouse control, and complete gameplay loops. Use when validating game controls, combat mechanics, and player interactions.
- ▌ QA Testing Strategy · majiayu000 bundleRisk-based quality engineering test strategy for software delivery. Use when defining or updating test strategy, selecting unit/integration/contract/E2E/performance/security coverage, setting CI quality gates and suite budgets, managing flaky tests and test data, and operationalizing observability-first debugging and release criteria.
- ▌ QA Validation Asset · majiayu000 bundleComprehensive asset validation for Vite 6 and React Three Fiber projects. Use when validating 3D model loading, audio assets, texture loading, build output, or cross-browser compatibility.
- ▌ Qcsd Ideation Swarm · majiayu000 bundleQCSD Ideation phase swarm for Quality Criteria sessions using HTSM v6.3, Risk Storming, and Testability analysis before development begins. Uses 5-tier browser cascade: Vibium → agent-browser → Playwright+Stealth → WebFetch → WebSearch-fallback.
- ▌ Qdrant PDF Reloader · majiayu000 bundleSurgically reloads a single PDF to Qdrant by deleting old chunks and re-uploading with fixes. Use when user wants to reload, refresh, fix, or update a specific PDF without reloading the entire collection.
- ▌ Qe Chaos Resilience · majiayu000 bundleChaos engineering and resilience testing including fault injection, load testing, and system recovery validation.
- ▌ Qe Contract Testing · majiayu000 bundleConsumer-driven contract testing for APIs including REST, GraphQL, and event-driven systems with schema validation.
- ▌ Quality Code Review · majiayu000 bundlePerform systematic self-review of code changes before commits using structured checklist. Validates architecture boundaries, code quality, test coverage, documentation, and project-specific anti-patterns. Use before committing, creating PRs, or when user says "review my changes", "self-review", "check my code". Adapts to Python, JavaScript, TypeScript, Go, Rust projects.
- ▌ Quality Engineering · majiayu000 bundleUse when designing test strategies, implementing test automation, or optimizing performance
- ▌ Quality Gates Skill · majiayu000 bundleCRITICAL: Code must pass all quality gates before committing: lint, format, test, build.
- ▌ Quality Manager Qmr · majiayu000 bundleSenior Quality Manager Responsible Person (QMR) for HealthTech and MedTech companies. Provides overall quality system responsibility, regulatory compliance oversight, management accountability, and strategic quality leadership. Use for quality system governance, regulatory compliance oversight, management responsibility, and quality strategic planning.
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- ▌ Quality Run Linters · majiayu000 bundleRun all configured linters including mojo format, markdownlint, and pre-commit hooks. Use before committing code to ensure quality standards are met.
- ▌ Ia Presenter Themes · majiayu000 bundleThis skill should be used when creating, modifying, or troubleshooting custom themes for iA Presenter.
- ▌ Ibkr Gateway Python · majiayu000 bundleUse when working in mm-ibkr-gateway to access market data, account summary, positions, PnL, or orders directly in Python via ibkr_core. Covers connecting with IBKRClient, using market/account/order helpers, and safety rules for preview, place, cancel, and status.
- ▌ Identity Resolution · majiayu000 bundleUse to match accounts, contacts, and opportunities across enrichment sources with governed rules.
- ▌ Image Prompt Writer · majiayu000 bundleCraft optimized image generation prompts for tacosdedatos illustrations. Use this skill when you need to create a prompt for Gemini image generation, select an appropriate illustration mode, or help someone write a prompt for the tacosdedatos visual style. Outputs ready-to-use prompts with negative prompts included.
- ▌ Implementation Prep · majiayu000 bundleUse when preparing to implement instructions by reviewing documentation and TODO.md so the actual work starts with a shared plan.
- ▌ Implementation Spec · majiayu000 bundleMaster orchestrator that generates all implementation specs (PRD, Architecture, UX, Implementation, Test, Release) from product plan. Use when generating complete specification package.
- ▌ Implementing A Plan · majiayu000 bundleLoads plan, reviews critically, executes each batch, and reports for review between batches. Use when implementing a plan from a plan file.
- ▌ Implementing Gitops · majiayu000 bundleImplement GitOps continuous delivery for Kubernetes using ArgoCD or Flux. Use for automated deployments with Git as single source of truth, pull-based delivery, drift detection, multi-cluster management, and progressive rollouts.
- ▌ Improvement Roadmap · majiayu000 bundleStructures actionable improvement recommendations to transform code from current state to 10/10 quality. Use when creating improvement plans, prioritizing technical debt, building remediation roadmaps, or after code quality assessments.
- ▌ Incentive Prompting · majiayu000 bundleResearch-backed prompting techniques for improved AI response quality (+45-115% improvement). Use when optimizing prompts, enhancing agent instructions, or when maximum response quality is critical. Invoked by /ai-eng/optimize command. Includes expert persona, stakes language, step-by-step reasoning, challenge framing, and self-evaluation techniques.
- ▌ Incident Management · majiayu000 bundleHandle production incidents effectively. Use when responding to outages, conducting post-mortems, or improving reliability. Covers incident response and blameless culture.
- ▌ Incremental Commits · majiayu000 bundleBreak multi-file changes into atomic commits ordered by dependency. Use for refactors, breaking API changes, or features touching 3+ files.
- ▌ Indexing Strategies · majiayu000 bundleSQLiteにおけるインデックス設計戦略の専門知識。 B-Treeインデックス、部分インデックス、式インデックス、カバリングインデックスの特性と選択基準を提供。 Turso + Drizzle ORM環境での実装を前提とする。 Anchors: • Designing Data-Intensive Applications (Martin Kleppmann) / 適用: データモデリング・インデックス設計原則 / 目的: 体系的なインデックス戦略の確立 • SQLite Documentation / 適用: B-Tree実装・クエリプランナー挙動 / 目的: SQLite特有の最適化技法の適用 • Drizzle ORM / 適用: index()構文・マイグレーション / 目的: 型安全なスキーマ定義 Trigger: Use when designing database indexes, analyzing query performance, optimizing read operations, evaluating index candidates, or implementing Drizzle ORM index migrations. Keywords: index, indexing, B-Tree, query performance, SQLite, Drizzle, cardinality, selectivity, covering index, partial index, expression index.
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- ▌ Industrial Engineer · majiayu000 bundleAbility to analyse, design, optimise, and improve systems that integrate people, processes, technology, and resources to meet defined performance, quality, cost, and safety requirements. Includes applying engineering, statistical, and systems methods to model workflows, identify inefficiencies, evaluate trade-offs, and implement improvements across operations and supply chains. Applies across manufacturing, services, logistics, healthcare, and infrastructure contexts and is independent of specific tools or industries, with human accountability retained for decisions, outcomes, and impacts.
- ▌ Influencer Analyzer · majiayu000 bundleTrack and analyze cardiology content creators (Topol, Attia, York Cardiology, Indian channels). Discovers content patterns, topics, engagement, and gap opportunities for your Hinglish content strategy.
- ▌ Inspiration Builder · majiayu000 bundleGenerate wedding advice, planning ideas, and inspiration content for OpusFesta Events platform. Use when creating blog posts, planning guides, inspiration galleries, wedding tips, or advice content.
- ▌ Institutional Agent · majiayu000 bundleSmart money tracker. Analyzes institutional investor behavior through 13F filings, Form 4 insider transactions, and large block trades to identify where big money is flowing.
- ▌ Instruction Manager · majiayu000 bundleManages and synchronizes AI instructions (global and project-level) across various tools (Gemini, Claude, Copilot, etc.). Use this skill when you need to: (1) Sync `templates/global-instructions/master.md` to all tool headers, (2) Generate or update `PROJECT_INSTRUCTIONS.md` in a directory, (3) Update sub-agent instructions, or (4) Maintain consistency in AI behavioral guidelines.
- ▌ Gsd Integration Checker · majiayu000 bundleVerifies that integrations work correctly by checking endpoints, responses, and data flow. Spawned by /gsd:complete-milestone orchestrator.
- ▌ Integration Helpers · majiayu000 bundleIntegration templates for FastAPI endpoints, Next.js UI components, and Supabase schemas for ML model deployment. Use when deploying ML models, creating inference APIs, building ML prediction UIs, designing ML database schemas, integrating trained models with applications, or when user mentions FastAPI ML endpoints, prediction forms, model serving, ML API deployment, inference integration, or production ML deployment.
- ▌ Interaction Latency · majiayu000 bundleMeasure time from user tap to action completion. Use when tracking button response times, form submissions, add-to-cart, or any tap-triggered operation.
- ▌ Interaction Physics · majiayu000 bundleMaster microinteractions, animations, transitions, and feedback systems. Create intentional, delightful interactions that guide users and provide clear feedback. Includes animation principles, timing, easing, state transitions, and best practices for performance and accessibility.
- ▌ Interactor Webhooks · majiayu000 bundleReceive real-time updates from Interactor via webhooks (push) or Server-Sent Events (pull). Use when building real-time UIs, monitoring credential changes, tracking workflow progress, or streaming AI chat responses.
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- ▌ Interpolation Skill · majiayu000 bundleTests variable interpolation features like {baseDir}. Use for testing path expansion.
- ▌ Interview Scheduler · majiayu000 bundleWhen the user needs to schedule interviews or meetings with specific time constraints (e.g., within certain dates, during working hours, with minimum duration requirements). This skill calculates available time slots based on date ranges, working hour constraints, and duration needs, then creates calendar events with appropriate details. Triggers include phrases like 'schedule interviews', 'book time slots', 'within [date range]', 'during working hours', or 'reserve [duration] for meeting'.
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- ▌ Introduction Writer · majiayu000 bundleWrites an engaging introductory paragraph or section for a book or chapter based on a provided topic or outline.
- ▌ Investment Analyzer · majiayu000 bundleAnalyze investment opportunities across asset classes with risk assessment, return modeling, and portfolio optimization
- ▌ Invoke Opencode Acp · majiayu000 bundleDelegate complex tasks to OpenCode subagent, use when >=2 file modifications or batch operations
- ▌ IOS Knowledge Skill · majiayu000 bundleSkill providing structured iOS lane knowledge: SwiftUI vs UIKit/TCA/MVVM patterns, data stack choices, and OS 4.1 iOS standards. Uses context7 libraries for global guidance.
- ▌ IOS Sdk Code Review · majiayu000 bundleComprehensive iOS SDK code review for Payoo iOS Frameworks. Checks Clean Architecture patterns, MVVM implementation, UseCase patterns, memory management, naming conventions, API design, and Swift best practices. Use when "review code", "check code", "code review", "review PR", or analyzing Swift files in this project.
- ▌ IOS Simulator Debug · majiayu000 bundleiOS SimulatorをAIで操作してデバッグ・検証。ビルド→起動→UI操作→スクショ→分析のループ。 使用タイミング: (1) UIの動作確認が必要な時、(2) 「Simulatorで確認して」「スクショ撮って」、 (3) バグの再現・調査時、(4) UI実装の検証時、(5) アクセシビリティの確認時 前提条件: ios-simulator MCPサーバーが有効化されていること(apple-platform-plugin導入で自動設定)
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- ▌ IOS UI Design Guide · majiayu000 bundleApply iOS/SwiftUI design principles following Apple Human Interface Guidelines when building any iOS UI component. Only execute this when the current project is an iOS project and involves UI-related work. Use this skill for SwiftUI views, UIKit components, or iOS app development. Ensures HIG compliance with Clarity, Deference, and Depth principles, system colors with Dark Mode support, 8pt grid spacing, SF Pro typography with Dynamic Type, and native iOS interaction patterns. Prevents common anti-patterns like fixed text sizes, Dark Mode neglect, and Safe Area violations.
- ▌ Islam Sufism Wisdom · majiayu000 bundleIslamic and Sufi wisdom - Tawhid unity, surrender navigation, 99 Names positions, dhikr practice, fana/baqa dissolution
- ▌ Issue Decomposition · majiayu000 bundleUse when an issue is too large for a single task - breaks into linked sub-issues with full documentation, ensuring manageable work units
- ▌ Issue Orchestration · majiayu000 bundleUse when orchestrating a Jira issue through the full development lifecycle to Harness PR with branching, commits, and documentation
- ▌ Iterate Lessons Log · majiayu000 bundle<!-- PM-Skills | https://github.com/product-on-purpose/pm-skills | Apache 2.0 -->
- ▌ Iterative Retrieval · majiayu000 bundlePattern for progressively refining context retrieval to solve the subagent context problem
- ▌ Itinerary Optimizer · majiayu000 bundleEfficiently route multi-stop trips with time management. Include transportation, restaurant/activity reservations timeline, and buffer time for spontaneity.
- ▌ Java Error As Value · majiayu000 bundleImplement error-as-value pattern in Java using Result type for type-safe error handling. Use this skill when implementing error handling without exceptions, converting try-catch to Result pattern, or designing type-safe error handling in Java applications. Particularly useful for functional programming style, API design, and when errors are expected and recoverable.
- ▌ Java Springboot Dev · majiayu000 bundleJava Spring Boot 开发规范和最佳实践指南。适用于企业级Java后端开发,涵盖项目架构、编码规范、安全实践、性能优化等全方位内容。
- ▌ Jira Status Updater · majiayu000 bundleAutomate JIRA ticket status transitions after pull requests are merged, ensuring proper workflow closure
- ▌ Jira Ticket Creator · majiayu000 bundleCreates well-structured JIRA tickets in the HYPERFLEET project with required fields including What/Why/Acceptance Criteria, story points, and activity type. Activates when users ask to create a ticket, story, task, or epic.
- ▌ Jira Ticket Fetcher · majiayu000 bundleThis skill should be used when users need to fetch Jira ticket content using either a specific ticket ID (like RD-3891) or search for tickets by title/description. It defaults to searching within the current sprint but can extend to all tickets when needed. The skill uses the Jira CLI to retrieve ticket details, status, assignee, and descriptions.
- ▌ Job Shop Scheduling · majiayu000 bundleWhen the user wants to solve Job Shop Scheduling Problems (JSP), optimize production sequencing on multiple machines, or minimize makespan with precedence constraints. Also use when the user mentions "job shop," "JSP," "machine scheduling," "production scheduling," "operation sequencing," "makespan minimization," or "flexible job shop." For flow shop, see flow-shop-scheduling. For production planning, see production-scheduling.
- ▌ JSON To Java Record · majiayu000 bundle將 JSON 資料片段轉換為 Java Record 類別。適用於需要從 API 回應或 JSON 資料建立強型別 Java 類別的情境。
- ▌ Juce Best Practices · majiayu000 bundleProfessional JUCE development guide covering realtime safety, threading, memory management, modern C++, and audio plugin best practices. Use when writing JUCE code, reviewing for realtime safety, implementing audio threads, managing parameters, or learning JUCE patterns and idioms.
- ▌ Julien Infra Jokers · majiayu000 bundleComplete management for Jokers Hockey website - deployment, build checks, database migrations (Drizzle ORM), and PM2 process management. Use for any Jokers site operation.
- ▌ Just Fucking Cancel · majiayu000 bundleAnalyze bank transaction CSVs to find recurring charges, categorize subscriptions, and cancel what you don't need. Use when user says "cancel subscriptions", "audit subscriptions", "find recurring charges", or "what am I paying for". Supports Apple Card, Chase, Mint, and generic CSV formats. Outputs interactive HTML audit with copy-to-cancel workflow.
- ▌ Justicehub Reviewer · majiayu000 bundlePlatform audit for JusticeHub pages, API routes, Supabase patterns, and Empathy Ledger integration.