majiayu000
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- ▌ Slo Designer 2 · majiayu000 bundleDesign Service Level Objectives (SLOs) with SLIs, targets, alerting thresholds, and error budget calculations following Google SRE best practices. Use when defining reliability targets, designing SLOs, calculating error budgets, or establishing service level indicators.
- ▌ The Oracle 3 · majiayu000 bundleUse when the user asks to "use the oracle" or "ask the oracle" for deep research, analysis, or architectural questions requiring multi-source investigation. Combines codebase exploration and web searches, synthesizing findings into actionable answers.
- ▌ Hr Pro 2 · majiayu000 bundleProfessional, ethical HR partner for hiring, onboarding/offboarding, PTO and leave, performance, compliant policies, and employee relations.
- ▌ Commit Review 3 · majiayu000 bundleReviews changed code for issues, DRY opportunities, naming clarity, and test coverage using a sub-agent. Use as the first step before testing.
- ▌ Test Automator 3 · majiayu000 bundleExpert test automation engineer specializing in building robust test frameworks, CI/CD integration, and comprehensive test coverage. Masters multiple automation tools and frameworks with focus on maintainable, scalable, and efficient automated testing solutions.
- ▌ Test Patterns 3 · majiayu000 bundleThis skill provides patterns and best practices for generating and organizing tests. It covers unit testing, integration testing, test data factories, and coverage strategies across multiple languages and frameworks.
- ▌ UI Evidence 2 · majiayu000 bundleUse when an agent needs to bootstrap ui-evidence in a repo, then discover, configure, or run before/after UI screenshot capture, current UI snapshot capture, local HTML review generation, or git-baseline UI evidence workflows for a web app.
- ▌ Unit Tests 2 · majiayu000 bundleWrite pytest tests using Test-Driven Development (TDD). Use when implementing features, fixing bugs, or when the user mentions testing, TDD, or pytest. Tests should be written BEFORE implementation code.
- ▌ Dev Execution 2 · majiayu000 bundleUnified execution engine for all development workflows. Progressive disclosure for phase execution, quick features, story completion, and scaffolding. Integrates with artifact-tracking and meatycapture-capture. Use when running /dev:execute-phase, /dev:quick-feature, /dev:implement-story, /dev:complete-user-story, or /dev:create-feature commands.
- ▌ Executing Plans 15 · majiayu000 bundleUse when you have a written implementation plan to execute in a separate session with review checkpoints
- ▌ Jira Workflow 3 · majiayu000 bundleJira ticket creation and management for AI agent commands, with severity-based processing and proper integration
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- ▌ Release Post 2 · majiayu000 bundleCreate professional package release blog posts following Tidyverse or Shiny blog conventions. Use when the user needs to: (1) Write a release announcement blog post for an R or Python package for tidyverse.org or shiny.posit.co, (2) Transform NEWS/changelog content into blog format, (3) Generate acknowledgments sections with contributor lists, (4) Format posts following specific blog platform requirements. Supports both Tidyverse (hugodown) and Shiny (Quarto) blog formats with automated contributor fetching and comprehensive style guidance.
- ▌ CLI Reference 4 · majiayu000 bundleClaude Code CLI commands, flags, headless mode, and automation patterns
- ▌ Prompt Lookup 2 · majiayu000 bundleActivates when the user asks about AI prompts, needs prompt templates, wants to search for prompts, or mentions prompts.chat. Use for discovering, retrieving, and improving prompts.
- ▌ Esm 4 · majiayu000 bundleComprehensive toolkit for protein language models including ESM3 (generative multimodal protein design across sequence, structure, and function) and ESM C (efficient protein embeddings and representations). Use this skill when working with protein sequences, structures, or function prediction; designing novel proteins; generating protein embeddings; performing inverse folding; or conducting protein engineering tasks. Supports both local model usage and cloud-based Forge API for scalable inference.
- ▌ React Pwa 2 · majiayu000 bundleBuild Progressive Web Apps with React and Vite using vite-plugin-pwa. This skill covers the complete PWA lifecycle: manifest configuration, service worker strategies, offline support, installability, and push notifications.
- ▌ Rendering With Drawingcontext 2 · majiayu000 bundleRenders high-performance graphics using WPF DrawingContext for 10-50x improvement over Shape. Use when drawing large numbers of shapes or optimizing rendering performance.
- ▌ Repomix 9 · majiayu000 bundlePackage entire code repositories into single AI-friendly files using Repomix. Capabilities include pack codebases with customizable include/exclude patterns, generate multiple output formats (XML, Markdown, plain text), preserve file structure and context, optimize for AI consumption with token c...
- ▌ Shopify 5 · majiayu000 bundleBuild Shopify applications, extensions, and themes using GraphQL/REST APIs, Shopify CLI, Polaris UI components, and Liquid templating. Capabilities include app development with OAuth authentication, checkout UI extensions for customizing checkout flow, admin UI extensions for dashboard integratio...
- ▌ Structurizr Architecture Sync 2 · majiayu000 bundleMaintain Structurizr C4 architecture diagrams in sync with code changes. Use when adding components, modifying relationships, changing architectural boundaries, or implementing new patterns. Ensures workspace.dsl accurately reflects the current system architecture.
- ▌ Tcr Repertoire Analysis Agent 2 · majiayu000 bundleAI-powered T-cell receptor repertoire analysis for cancer diagnosis, immunotherapy response prediction, and therapeutic TCR selection using deep learning and multi-layer ML approaches.
- ▌ Threejs 5 · majiayu000 bundleBuild 3D web apps with Three.js (WebGL/WebGPU). 556 searchable examples, 60 API classes, 20 use cases. Actions: create 3D scene, load model, add animation, implement physics, build VR/XR. Topics: GLTF loader, PBR materials, particle effects, shadows, post-processing, compute shaders, TSL. Integrations: WebGPU, physics engines, spatial audio.
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- ▌ Create Website 2 · majiayu000 bundleGuided journey from a blank page to a live, high-converting website, built message-first, then design, then conversion. Orchestrates ten skills phase by phase - one-page-marketing, storybrand-messaging, made-to-stick, top-design, web-typography, refactoring-ui, ux-heuristics, cro-methodology, scorecard-marketing, steve-jobs-design-review - asking the user questions at every decision point and recording results in the project docs/ folder (POSITIONING.md, WEBSITE.md, DESIGN.md, CREATE-WEBSITE-PLAN.md) so the journey resumes across sessions. Use when the user wants to build a new website or landing page from scratch, turn a validated idea into a page that converts, or says 'build me a landing page for my SaaS'. Site already exists: use improve-website to fix conversion/UX or grow-website for more traffic; building a software product, not a marketing site: use create-app; no positioning yet: run create-business first or the positioning phase here. For one framework in isolation, invoke that skill directly.
- ▌ Debugging 21 · majiayu000 bundleDebug systematically with root cause analysis before fixes. Use for bugs, test failures, unexpected behavior, performance issues, call stack tracing, multi-layer validation.
- ▌ Dmc Py 2 · majiayu000 bundleExpert guidance for building Dash applications with Dash Mantine Components (DMC) v2.x. Use when creating dashboards, forms, data visualization apps with DMC. Covers: MantineProvider theming, style props (m, p, c, bg, w, h), Styles API, callbacks (basic, pattern-matching ALL/MATCH/ALLSMALLER, clientside, background), multi-page apps with Dash Pages, charts (LineChart, BarChart, DonutChart), date pickers, modals, and all 100+ components. Triggers on: dash-mantine-components, DMC, MantineProvider, dmc.Button, dmc.Select, dmc.Modal, dmc.BarChart, Mantine theme, Dash UI components, Dash callbacks, multi-page Dash app, pattern-matching callbacks, clientside callbacks, AppShell.
- ▌ Feature Dev 20 · majiayu000 bundleDevelop a feature from documentation or a feature brief by reading AGENTS.md context, detecting the relevant stack, implementing the change, and verifying it with tests.
- ▌ Full Stack Consistency Checker 2 · majiayu000 bundleEnsure frontend API calls match backend endpoints and types align when generating full-stack code
- ▌ Ghostty Config 3 · majiayu000 bundleConfigure Ghostty terminal emulator following best practices and XDG Base Directory specification.
- ▌ Grammar 2 · majiayu000 bundleComprehensive proofreading and editing for biblical, pastoral, and theological writing. Use when the user requests grammar checking, spelling correction, proofreading, or style improvement for sermons, sermonettes, devotionals, blogs, academic papers, or book chapters. Specializes in US English, pastoral tone, academic theological writing, and creative devotional styles.
- ▌ Lifecycle 2 · majiayu000 bundleGuidance for managing R package lifecycle according to tidyverse principles using the lifecycle package. Use when: (1) Setting up lifecycle infrastructure in a package, (2) Deprecating functions or arguments, (3) Renaming functions or arguments, (4) Superseding functions, (5) Marking functions as experimental, (6) Understanding lifecycle stages (stable, experimental, deprecated, superseded), or (7) Writing deprecation helpers for complex scenarios.
- ▌ Moai Lang Go 5 · 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.
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- ▌ Publish 7 · majiayu000 bundlePublish Dart/Flutter packages to pub.dev using Melos. Use when user wants to publish packages, run publish dry-run, or check package validation. Triggers on "publish package", "pub publish", "publish dry run", "melos publish".
- ▌ Pulse Mantine 2 · majiayu000 bundlePython bindings for Mantine React components. Wraps all @mantine/core components plus forms, dates, and charts packages. Use when building UI with Pulse Mantine components, adapting Mantine docs to Python, or working with MantineForm validation.
- ▌ Flow Nexus Neural 3 · majiayu000 bundleTrain and deploy neural networks in distributed E2B sandboxes with Flow Nexus
- ▌ Bio Phasing Imputation Haplotype Phasing 2 · majiayu000 bundlePhase genotypes into haplotypes using Beagle or SHAPEIT. Resolves which alleles are inherited together on each chromosome. Use when preparing VCF files for imputation, HLA typing, or population genetic analyses requiring phased haplotypes.
- ▌ Nano Banana Pro 8 · majiayu000 bundleGenerate/edit images with Nano Banana Pro (Gemini 3 Pro Image). Use for image create/modify requests incl. edits. Supports text-to-image + image-to-image; 1K/2K/4K; use --input-image.
- ▌ Numpy Masked 2 · 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
- ▌ Numpy Memory 2 · 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 th
- ▌ Research Pipeline 7 · majiayu000 bundleUse when you need a complete research workflow from initial literature search to polished, fact-checked document. Chains researcher -> synthesizer -> devils-advocate -> fact-checker -> editor automatically.
- ▌ Backend API 13 · majiayu000 bundleYour approach to handling backend API. Use this skill when working on files where backend API comes into play.
- ▌ Discord 15 · majiayu000 bundleUse discord to manage messages, reactions, threads, polls, and moderation. You can disable groups via discord.actions. (defaults to enabled, except roles/moderation). The tool uses the bot token configured for MarketBot.
- ▌ Slack 13 · majiayu000 bundleUse when you need to control Slack from OpenPaw via the slack tool, including reacting to messages or pinning/unpinning items in Slack channels or DMs.
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- ▌ Consult Oracle 2 · majiayu000 bundleConsult ChatGPT Pro via ChatGPT browser automation for problems that resist standard approaches. Use when stuck on a very hard problem, when standard approaches have failed, when multiple debugging attempts haven't worked, or when the user says "ask the oracle", "consult oracle", "consult chatgpt", "I'm completely stuck", "I've tried everything", or "nothing is working".
- ▌ Zod 4 2 · majiayu000 bundleZod 4 schema validation patterns. Trigger: When using Zod for validation - breaking changes from v3.
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- ▌ Architecture Paradigm Service Based 3 · majiayu000 bundleCoarse-grained service architecture for deployment independence without microservices complexity. Triggers: service-based, SOA, coarse-grained services, domain services Use when: teams need deployment independence without microservices complexity DO NOT use when: fine-grained scaling needed - use microservices.
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- ▌ Commit Detection 2 · majiayu000 bundleDetects optimal commit type from git changes. Use when analyzing commits, determining commit type, or before committing.
- ▌ K8S Operations 4 · majiayu000 bundleKubernetes and OpenShift cluster operations, maintenance, and lifecycle management. Use this skill when: (1) Performing cluster upgrades (K8s, OCP, EKS, GKE, AKS) (2) Backup and disaster recovery (etcd, Velero, cluster state) (3) Node management: drain, cordon, scaling, replacement (4) Capacity planning and cluster scaling (5) Certificate rotation and management (6) etcd maintenance and health checks (7) Resource quota and limit range management (8) Namespace lifecycle management (9) Cluster migration and workload portability (10) Monitoring and alerting configuration (11) Log aggregation setup (12) Cost optimization and resource rightsizing
- ▌ Ops Monitor 2 · majiayu000 bundleMonitor deployed infrastructure health and performance - check resource status, query CloudWatch metrics (CPU, memory, requests, errors), analyze performance trends, track SLI/SLO metrics, detect anomalies, generate health reports with resource status summaries, identify degraded services, provide performance optimization recommendations.
- ▌ Vn Payroll 2 · majiayu000 bundleCalculates Net Income, Personal Income Tax (PIT), and Social Insurance (BHXH) based on Vietnam's progressive tax brackets.
- ▌ Docs Applying Diataxis Framework 3 · majiayu000 bundleDiátaxis documentation framework for organizing content into four categories - tutorials (learning-oriented), how-to guides (problem-solving), reference (technical specifications), and explanation (conceptual understanding). Essential for creating and organizing documentation in docs/ directory.
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- ▌ PDF 18 · majiayu000 bundleUse this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting/decrypting PDFs, extracting images, and OCR on scanned PDFs to make them searchable. If the user mentions a .pdf file or asks to produce one, use this skill.
- ▌ Tdd Workflow 26 · majiayu000 bundleUse this skill when writing new features, fixing bugs, or refactoring code. Enforces test-driven development with 80%+ coverage including unit, integration, and E2E tests.
- ▌ Testing Strategy 9 · majiayu000 bundleGuide for running and writing tests in the Orient monorepo. Use when asked to "run tests", "write tests", "add test coverage", "debug failing tests", "check which tests to run", or when making code changes that require testing. Covers test categories (unit, integration, E2E), monorepo test execution, mock usage, and test patterns for services, handlers, tools, and database operations.
- ▌ Web3 Testing 2 · majiayu000 bundleTest smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity contracts, setting up blockchain test suites, or validating DeFi protocols.
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- ▌ Deepwork Jobs Learn 2 · majiayu000 bundleAnalyzes conversation history to improve job instructions and capture learnings. Use after running a job to refine it.
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- ▌ Openspec Ff Change 4 · majiayu000 bundleFast-forward through OpenSpec artifact creation. Use when the user wants to quickly create all artifacts needed for implementation without stepping through each one individually.
- ▌ Repo Applying Maker Checker Fixer 2 · majiayu000 bundleThree-stage content quality workflow pattern (Maker creates, Checker validates, Fixer remediates). Use when working with content quality workflows, validation processes, audit reports, or implementing maker/checker/fixer agent roles.
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- ▌ Narrative Article 2 · majiayu000 bundleWrite compelling articles using the Three-Act narrative structure. Works through Idea, Outline, Draft, and Review phases collaboratively.
- ▌ Tool Search 3 · majiayu000 bundleSemantic tool search with embeddings for scalable tool discovery. Enables on-demand tool loading to reduce context usage by 90%+ for large tool libraries.
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- ▌ AI Multimodal 7 · majiayu000 bundleProcess and generate multimedia content using Google Gemini API. Capabilities include analyze audio files (transcription with timestamps, summarization, speech understanding, music/sound analysis up to 9.5 hours), understand images (captioning, object detection, OCR, visual Q&A, segmentation), process videos (scene detection, Q&A, temporal analysis, YouTube URLs, up to 6 hours), extract from documents (PDF tables, forms, charts, diagrams, multi-page), generate images (text-to-image, editing, composition, refinement). Use when working with audio/video files, analyzing images or screenshots, processing PDF documents, extracting structured data from media, creating images from text prompts, or implementing multimodal AI features. Supports multiple models (Gemini 2.5/2.0) with context windows up to 2M tokens.
- ▌ Creating Content 2 · majiayu000 bundleマーケティングコンテンツの作成と最適化を支援します。ブログ記事、ランディングページ、ソーシャルメディア投稿など、各媒体に最適化されたコンテンツを生成します。コンテンツマーケティング戦略の実行、キャンペーン資料の作成が必要な場合に使用してください。
- ▌ Babysit 8 · majiayu000 bundleOrchestrate via @babysitter. Use this skill when asked to babysit a run, orchestrate a process or whenever it is called explicitly. (babysit, babysitter, orchestrate, orchestrate a run, workflow, etc.)
- ▌ Ck Kanban 2 · majiayu000 bundleAI agent orchestration board for task visualization and team coordination.
- ▌ Bmad Product Brief 2 · majiayu000 bundleCreate, update, or validate a product brief. Use when the user wants help producing, editing, or validating a brief.
- ▌ Ca Feature 2 · majiayu000 bundleStart a feature: brainstorm a spec, get it approved, then drive it test-first through the pipeline. The one entry to implementation.
- ▌ Ca Metrics 2 · majiayu000 bundleRead-only 3-metric governance glance — override rate, small-lane rate, sprint low-confidence ratio — each with a trend arrow vs. the prior 20-commit window.
- ▌ Ca Preview 2 · majiayu000 bundleZero-onboarding, read-only dry-run of the reviewer fleet against the current uncommitted diff. Predicts reviewers, runs the state-free secret scan, writes nothing.
- ▌ Ca Release 2 · majiayu000 bundleCut a release the only sanctioned way — SemVer bump from the commit log, a CHANGELOG section, an annotated tag. The only path to a version tag.
- ▌ Ca Standup 2 · majiayu000 bundleDaily repo hygiene — review the day's repo state, then perform the cleanups under per-action confirmation. Fast-forward only, never destructive without a yes.
- ▌ Tables 3 · majiayu000 bundleDesign and format publication-quality tables. Column order, row grouping, notes, precision, reproducibility.
- ▌ Bench Compare 2 · majiayu000 bundleRun Criterion benchmarks with baseline comparison for performance optimization work
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- ▌ Epic Expert Learning 2 · majiayu000 bundleThis skill enables systematic acquisition of Epic EMR domain expertise through:
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- ▌ Designing Analytics 2 · majiayu000 bundleデータ分析とビジネスメトリクスの設計を支援します。KPI定義、データ収集戦略、ダッシュボード設計を提供します。分析基盤の設計、ビジネスメトリクスの測定体系構築が必要な場合に使用してください。
- ▌ Developing Frontend 2 · majiayu000 bundleフロントエンド UI/UX 実装と最適化を支援します。React/Vue/Next.jsでの実装、パフォーマンス最適化、アクセシビリティを提供します。ユーザーインターフェース開発、Web アプリケーション構築が必要な場合に使用してください。
- ▌ Figma Design 6 · majiayu000 bundleGoal: Extract design specifications (dimensions, layout, colors, typography) from Figma designs via MCP server for implementation.
- ▌ Foreman Spec 2 · majiayu000 bundleMulti-role requirement analysis and task breakdown workflow using 4 specialized AI agents (PM, UX, Tech, QA). Each agent conducts web research before analysis to gather industry best practices, case studies, and current trends. Supports Quick Mode (parallel, ~3 min, one Q&A session) and Deep Mode (serial, ~8 min, Q&A after EACH agent so answers inform subsequent analysis). Triggers on 'foreman-spec', 'spec feature', 'break down requirement', 'define tasks', 'spec this'.
- ▌ Framework Methodology 2 · majiayu000 bundleReference manual for framework methodology throughout session. Provides guidance on cognitive architecture that replaces default AI assistant behaviors with systematic patterns proven through collaborative experience. Consult this manual throughout session when applying framework procedures.
- ▌ Moai Domain Uiux 4 · majiayu000 bundleDomain UI/UX Expert - Enterprise design systems, component architecture, accessibility, icons, and theming integration
- ▌ Pc GRAPHQL Frontend 2 · majiayu000 bundle前端自定义 GraphQL API 接口开发。当需要在 Vue 3 前端调用后端自定义接口（非标准 CRUD）时使用此技能。
- ▌ UI Styling 2 · majiayu000 bundleCreate beautiful, accessible user interfaces with shadcn/ui components (built on Radix UI + Tailwind), Tailwind CSS utility-first styling, and canvas-based visual designs. Use when building user interfaces, implementing design systems, creating responsive layouts, adding accessible components (dialogs, dropdowns, forms, tables), customizing themes and colors, implementing dark mode, generating visual designs and posters, or establishing consistent styling patterns across applications.
- ▌ 131 Java Testing Unit Testing 3 · majiayu000 bundleUse when you need to review, improve, or write Java unit tests — including migrating from JUnit 4 to JUnit 5, adopting AssertJ for fluent assertions, structuring tests with Given-When-Then, ensuring test independence, applying parameterized tests, mocking dependencies with Mockito, verifying boundary conditions (RIGHT-BICEP, CORRECT, A-TRIP), leveraging JSpecify null-safety annotations, or eliminating testing anti-patterns such as reflection-based tests or shared mutable state. This should trigger for requests such as Review Java code for unit tests; Apply best practices for unit tests in Java code. Part of cursor-rules-java project
- ▌ 511 Frameworks Micronaut Jdbc 2 · majiayu000 bundleUse when you need programmatic JDBC in Micronaut — pooled DataSource, parameterized SQL, io.micronaut.transaction.annotation.Transactional, batching, and domain exception translation. This should trigger for requests such as Review JDBC or SQL data access in a Micronaut project; Improve transactions and parameter binding for Micronaut JDBC; Translate SQLException to domain exceptions or stream large result sets; Fix self-invocation bypassing @Transactional in Micronaut. Part of cursor-rules-java project
- ▌ 512 Frameworks Micronaut Data 2 · majiayu000 bundleUse when you need data access with Micronaut Data — @MappedEntity, CrudRepository/PageableRepository, @Query with parameters, @Transactional services, projections, @Version, and @MicronautTest with TestPropertyProvider and Testcontainers. For raw java.sql access without generated repositories, use @511-frameworks-micronaut-jdbc. This should trigger for requests such as Review or implement Micronaut Data repositories and entities; Add transactions, pagination, or projections in Micronaut persistence layer. Part of cursor-rules-java project
- ▌ Architecture Paradigm Cqrs Es 4 · majiayu000 bundle- When read and write workloads have vastly different performance characteristics or scaling requirements.
- ▌ Architecture Paradigm Layered 4 · majiayu000 bundle- When teams need clear architectural boundaries and a familiar structure for moderate-sized systems.
- ▌ Workshop Cancellation Notice 2 · majiayu000 bundleNotification that a scheduled workshop or session has been cancelled.