majiayu000
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- ▌ Subagent Batching · majiayu000 bundlePatterns for launching and managing parallel subagents efficiently.
- ▌ Subagent Contract · majiayu000 bundleGlobal contract for all specialist subagents. Enforces role boundaries, scope discipline, and DONE/BLOCKED status signaling. Load this skill in any agent that should operate as a bounded specialist following supervisor delegation patterns.
- ▌ Subagent Generate · majiayu000 bundleSkills群に対応するサブエージェント(.claude/agents/*.md)を設計・生成する。「サブエージェント作成」「並列処理エージェント」「専門エージェント」を依頼されたときに使用する。
- ▌ Subagent Patterns · majiayu000 bundleSubAgent組み合わせパターン・選択ロジック提供。14種類のAgent定義・選択原則・Phase特性別組み合わせパターン・SubAgent責務境界判定・並列実行判断ロジック。Step開始時のSubAgent選択に使用。
- ▌ Subagent Workflow · majiayu000 bundleUse when orchestrating subagents for implementation. Covers when to dispatch vs recall, how to scope tasks, session management, and handoff patterns. Load this before working with any subagent.
- ▌ Subgroup Analysis · majiayu000 bundleConduct subgroup analyses to examine effect moderation. Use when: (1) Testing pre-specified moderators, (2) Exploring heterogeneity, (3) Identifying differential effects, (4) Meta-analysis synthesis.
- ▌ Submittal Tracker · majiayu000 bundleTrack construction submittals through the review process. Manage approvals, revisions, and compliance.
- ▌ Subscription Sync · majiayu000 bundleReal-time data synchronization patterns for ChainGraph frontend. Use when working on WebSocket subscriptions, event buffers, tRPC subscriptions, flow synchronization, or execution event streaming. Cov
- ▌ Substitute Eraser · majiayu000 bundleThis skill should be used when the user asks to "scan for TODOs", "find placeholders", "clean up stubs", "remove temporary code", "audit for incomplete code", or "erase substitutions from codebase". Scans existing files for placeholder tokens and generates remediation plan.
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- ▌ Subtest Isolation · majiayu000 bundleCreate minimal subtests to isolate and fix complex bugs. Use when a test fails and the issue is buried in complexity.
- ▌ Suede Code Grader · majiayu000 bundleGive a blunt A-F ship grade for a code change across correctness, security, data, UX, verification, and deploy readiness. Use for a grade, not a findings review.
- ▌ Summarize Changes · majiayu000 bundleStructured workflow for summarizing code changes after completing tasks. Creates clear, actionable summaries of what was changed, why, and what to verify.
- ▌ Summarize Meeting · majiayu000 bundle회의 녹취록을 분석하여 Supabase discussions 테이블에 회의록/의사결정 로그 생성. Use when (1) 회의 녹취록 요약 요청, (2) /summarize-meeting 커맨드, (3) 의사결정 사항 정리 요청, (4) Action Items 추출 요청.
- ▌ Summarize Session · majiayu000 bundleSummarize the current session and generate reusable Claude rules, skills, or commands.
- ▌ Summarizing Topic · majiayu000 bundleSynthesize knowledge on a topic from multiple notes. Use when asked "what do I know about X", "summarize topic", "synthesize notes on", or "overview of".
- ▌ Supabase Database · majiayu000 bundleWorld-class expert Supabase database specialist covering PostgreSQL, real-time subscriptions, authentication, storage, RLS policies, and Edge Functions. Use when designing databases, writing queries, implementing authentication, setting up real-time features, or building production-grade applications with Supabase.
- ▌ Supabase Engineer · majiayu000 bundleDatabase specialist - handles RLS policies, migrations, type generation, and Supabase integration patterns.
- ▌ Supabase Evidence · majiayu000 bundleInitialize and manage the evidence collection directory for professional security audits with documented proof of findings.
- ▌ Supabase Fallback · majiayu000 bundleSupabase DB 직접 접근. Use when (1) "DB 조회/수정", "테이블 데이터", (2) 온프레미스 Supabase PostgREST API, (3) Spring 미가동 시 fallback.
- ▌ Supabase JWT Auth · majiayu000 bundleImplement JWT custom claims authentication for Supabase to reduce API database queries. Use when building Next.js API routes that need user authentication and authorization (role, company_id, facility_id). Embeds user metadata into JWT tokens to eliminate 40% of database queries per API request. Triggers when implementing authentication in API routes, optimizing Supabase queries, or setting up user session management.
- ▌ Supabase Patterns · majiayu000 bundlePatterns for Supabase integration in Battery. Use this skill when working with database schemas, row-level security policies, edge functions, or Supabase client usage in Next.js.
- ▌ Supabase Postgres · majiayu000 bundlePostgres performance optimization and best practices from Supabase — covering indexing, connection management, RLS security, schema design, locking, data access patterns, and monitoring. Use when writing SQL, designing schemas, optimizing queries, or configuring Postgres.
- ▌ Supabase Realtime · majiayu000 bundleApply when implementing real-time features: live updates, presence, broadcast messages, or database change subscriptions.
- ▌ Support Analytics · majiayu000 bundleUse this skill when measuring CSAT, NPS, resolution time, deflection rates, or analyzing support trends. Triggers on CSAT, NPS, resolution time, deflection rate, support metrics, trend analysis, support reporting, and any task requiring customer support data analysis or reporting.
- ▌ Suppression Logic · majiayu000 bundleUse to define guardrails that pause signal-driven plays when accounts are risky, saturated, or in-flight elsewhere.
- ▌ Surgical Injector · majiayu000 bundleSafely inject new code into legacy codebases with risk containment. Use for feature flags, gradual rollouts, A/B testing new logic, or refactoring critical paths. Implements try-catch fallbacks, feature toggle architecture, and surgical separation of old/new code.
- ▌ Survival Analysis · majiayu000 bundleAnalyze time-to-event data, calculate survival probabilities, and compare groups using Kaplan-Meier and Cox proportional hazards models
- ▌ Svelte Components · majiayu000 bundleSvelte component patterns. Use for web components, component libraries (Bits UI, Ark UI, Melt UI), form patterns, or third-party integration.
- ▌ Svelte Deployment · majiayu000 bundleSvelte deployment guidance. Use for adapters, Vite config, pnpm setup, library authoring, PWA, or production builds.
- ▌ Svg Illustrations · majiayu000 bundleExpert knowledge for creating hand-drawn style SVG illustrations. Activate when creating custom diagrams, working with illustration components, or needing consistent visual design for lessons.
- ▌ Swift 6 Migration · majiayu000 bundleUse when encountering Swift 6 concurrency errors, Sendable conformance warnings, actor isolation issues, "global variable is not concurrency-safe" errors, or migrating codebases to Swift 6 language mode
- ▌ Swift Code Review · majiayu000 bundleSwiftコードの品質レビュー。Swift 6のStrict Concurrency対応、プロトコル指向設計、値型/参照型の使用、エラーハンドリングをチェック。「Swiftコードをレビューして」「Swift 6対応を確認して」で使用。
- ▌ Swift Concurrency · majiayu000 bundleExpert guidance on Swift Concurrency best practices, patterns, and implementation. Use when developers mention: (1) Swift Concurrency, async/await, actors, or tasks, (2) "use Swift Concurrency" or "modern concurrency patterns", (3) migrating to Swift 6, (4) data races or thread safety issues, (5) refactoring closures to async/await, (6) @MainActor, Sendable, or actor isolation, (7) concurrent code architecture or performance optimization, (8) concurrency-related linter warnings (SwiftLint or similar; e.g. async_without_await, Sendable/actor isolation/MainActor lint).
- ▌ Swift Conventions · majiayu000 bundleExpert Swift decisions Claude doesn't instinctively make: struct vs class trade-offs, @MainActor placement, async/await vs Combine selection, memory management pitfalls, and iOS-specific anti-patterns. Use when writing Swift code for iOS/tvOS apps, reviewing Swift architecture decisions, or debugging memory/concurrency issues. Trigger keywords: Swift, iOS, tvOS, actor, async, Sendable, retain cycle, memory leak, struct, class, protocol, generic
- ▌ Swift Diagnostics · majiayu000 bundleUse when debugging NavigationStack issues (not responding, unexpected pops, crashes), build failures (SPM resolution, "No such module", hanging builds), or memory problems (retain cycles, leaks, deinit not called). Systematic diagnostic workflows for iOS/macOS.
- ▌ Swift Performance · majiayu000 bundleOptimize SwiftUI and Swift app performance with Instruments profiling, lazy loading, memory management, and view optimization. Use when diagnosing slow UI, fixing memory leaks, optimizing scroll performance, or reducing app launch time.
- ▌ Swiftui Animation · majiayu000 bundleThis skill provides comprehensive guidance for implementing advanced SwiftUI animations, transitions, matched geometry effects, and Metal shader integration. Use when building animations, view transitions, hero animations, or GPU-accelerated effects in SwiftUI apps for iOS and macOS.
- ▌ Swiftui Component · majiayu000 bundleSwiftUIコンポーネント設計支援。View構造化、状態管理(@State/@Binding/@Observable)、Previewマクロ活用、アクセシビリティ対応。「SwiftUIコンポーネントを設計して」「Viewを構造化して」で使用。
- ▌ Swiftui Developer · majiayu000 bundleDevelop SwiftUI applications for iOS/macOS. Use when writing SwiftUI views, managing state, or building Apple platform UIs.
- ▌ Swiftuice Analyze · majiayu000 bundleThis skill should be used when the user asks to find and fix SwiftUI performance issues, optimize SwiftUI views, fix re-render problems, or analyze why their iOS/macOS app UI is slow. It handles the full workflow from code review to trace analysis.
- ▌ Sync All Channels · majiayu000 bundleExtract videos from all enabled YouTube channels in channels.yaml. Use for batch updating video lists before downloading transcripts overnight, when the user mentions "sync channels", "update video lists", "refresh channels", or before running download-all-transcripts.
- ▌ Sync Plugin Cache · majiayu000 bundleSynchronize all marketplace bundles to the Claude plugin cache
- ▌ System Boundaries · majiayu000 bundleDefining clear boundaries between systems, services, and modules to manage complexity and enable independent evolution.
- ▌ System Monitoring · majiayu000 bundleSystem resource monitoring including CPU, memory, disk, and network statistics. Use when checking system health, diagnosing performance issues, or monitoring resources.
- ▌ System2 Attention · majiayu000 bundleSystem 2 attention mechanisms for deliberate, slow reasoning in transformer
- ▌ Systematic Review · majiayu000 bundleYou must use this when conducting PRISMA-standard systematic reviews, protocol development, or Risk of Bias assessment.
- ▌ Systems Architect · majiayu000 bundleUse when designing software architecture for bioinformatics pipelines, defining data structures, planning scalability, or making technical design decisions for complex systems.
- ▌ Systems Computing · majiayu000 bundleUnderstand computer systems from digital logic through operating systems, networks, databases, and distributed systems.
- ▌ Tableau Analytics · majiayu000 bundleTableau dashboard and visualization integration for sales analytics
- ▌ Talon Development · majiayu000 bundleExpert guidance for Talon voice control development. Use when creating voice commands, defining actions, writing .talon files, testing Talon config, or debugging Talon issues.
- ▌ Target Validation · majiayu000 bundleComprehensive target validation assessing druggability, disease association strength, tractability, and competitive landscape. Use for go/no-go decisions on target selection. Keywords: target validation, druggability, tractability, disease association, genetic validation
- ▌ Task Intent Skill · majiayu000 bundleAI reasoning skill for detecting user intents from natural language, mapping to MCP tools, handling multi-step workflows, and generating friendly confirmations for Todo task operations.
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- ▌ Python Data Stack · majiayu000 bundleStatistical modeling toolkit. OLS, GLM, logistic, ARIMA, time series, hypothesis tests, diagnostics, AIC/BIC, for rigorous statistical inference and econometric analysis.
- ▌ Python Fastapi AI · majiayu000 bundlePython FastAPI patterns, Alembic migrations, Pydantic v2, and AI Engineering (raw patterns, LangChain, Google ADK). This skill should be used when working with Python APIs, database migrations, or AI/LLM applications.
- ▌ Python Flynt F String Converter · majiayu000 bundleUse flynt to convert old Python string formatting to f-strings. Activate when: (1) Converting %-formatting to f-strings, (2) Converting .format() calls to f-strings, (3) Modernizing string concatenation to f-strings, (4) Improving code readability through f-string adoption, or (5) Batch-converting legacy Python codebases.
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- ▌ Python Log Expert · majiayu000 bundleExpert guidance for Python logging libraries including structlog, standard logging, and log analysis. Use when working with Python logs, troubleshooting logging issues, implementing logging best practices, or analyzing structlog source code implementation. Includes complete structlog source code in source/structlog/ for deep implementation analysis. Requires structlog package.
- ▌ Python Modern CLI · majiayu000 bundleBuild professional Python CLIs with modern UX patterns using pyfiglet (ASCII banners), typer (commands), questionary (interactions), and rich (formatting). Use when creating command-line tools, automation scripts with user interaction, data processing pipelines with CLI interfaces, or upgrading existing Python scripts to professional CLIs. Ideal for ETL workflows, GIS tools, data analysis utilities, and civic tech projects requiring reproducible, scriptable interfaces.
- ▌ Python Pep8 Style · majiayu000 bundleUse this skill when writing Python code following PEP 8 and modern Python best practices. Provides comprehensive guidance on code layout, naming conventions, EAFP philosophy, type hints, exception handling, and pytest-based TDD. Covers all critical PEP 8 rules including indentation, imports, whitespace, documentation, and idiomatic Python patterns. Appropriate for any task involving .py files, Python code reviews, refactoring, or ensuring Python code quality.
- ▌ Python Playground · majiayu000 bundleRun and test Python code in a dedicated playground directory. Use when you need to execute Python scripts, test code snippets, investigate CPython behavior, or experiment with Python without affecting the main codebase.
- ▌ Python Pypi Setup · majiayu000 bundleSet up Python project for PyPI publishing with pyproject.toml, src layout, and build scripts. Use when creating a new Python package, setting up for PyPI distribution, or initializing a Python library project.
- ▌ Python Simplifier · majiayu000 bundleSimplify overly complex Python code. Use when user asks to simplify, refactor, clean up, make more readable, reduce complexity, improve code quality, find code smells, detect duplicates, or analyze coupling in Python code. Triggers on requests like "simplify this code", "this is too complex", "make this more readable", "refactor this", "clean this up", "find issues", "analyze this codebase", or when reviewing code that exhibits complexity anti-patterns. For Django-specific analysis, use the django-simplifier skill instead.
- ▌ Python Uv Scripts · majiayu000 bundlePython single-file script development using uv and PEP 723 inline metadata. Prevents invalid patterns like [tool.uv.metadata]. Use when creating standalone Python utilities, converting scripts to uv format, managing script dependencies, implementing script testing, or establishing team standards for script development.
- ▌ Python3 Packaging · majiayu000 bundleConfigure pyproject.toml and Python packaging for distribution. Use when setting up a new Python package, when configuring build tools and dependencies, or when preparing a project for PyPI publishing.
- ▌ Pytorch Geometric · majiayu000 bundleLibrary for Graph Neural Networks (GNNs). Covers MessagePassing layers, modular aggregation schemes, and handling large graphs via mini-batching with disjoint graph representation. (pyg, messagepassing, gnn, gcn, gat, edge_index, knn_graph, global_mean_pool)
- ▌ Pytorch Model CLI · majiayu000 bundleGuidance for implementing CLI tools that perform inference using PyTorch models in native languages (C/C++/Rust). This skill should be used when tasks involve extracting weights from PyTorch .pth files, implementing neural network forward passes in C/C++, or creating standalone inference tools without Python dependencies.
- ▌ Pytorch To Triton · majiayu000 bundleTranslate PyTorch implementations to Triton GPU kernels incrementally. Use when converting PyTorch code to Triton, optimizing GPU kernels, auditing/reviewing existing Triton code, or when user says "triton", "convert to triton", "gpu kernel", "pytorch to triton", "audit triton", or "review kernel".
- ▌ QA Testing Mobile · majiayu000 bundleMobile app testing strategy and execution for iOS and Android (native + cross-platform): choose automation frameworks, define device matrix, control flakes, validate performance/reliability/accessibility, and set CI + release gates. Use when you need a mobile QA plan, device lab/CI setup, or guidance on XCUITest/Espresso/Appium/Detox/Maestro/Flutter testing.
- ▌ QA Visual Testing · majiayu000 bundleE2E visual testing using Playwright screenshot API with Vision MCP helpers for qualitative GDD compliance analysis. Use when validating shaders, materials, UI elements, and visual appearance against design specifications.
- ▌ Qe Iterative Loop · majiayu000 bundleQuality Engineering iteration loops for autonomous test improvement, coverage achievement, and quality gate compliance. Use when tests need to pass, coverage targets must be met, quality gates require compliance, or flaky tests need stabilization. Integrates with AQE v3 fleet agents for coordinated quality iteration.
- ▌ Qr Barcode Reader · majiayu000 bundleUse when asked to scan, decode, read, or extract data from QR codes or barcodes in images.
- ▌ Qr Code Generator · majiayu000 bundleGenerate QR codes with URLs and UTM tracking. Exports PNG/SVG with captions. Use for single codes, batch generation, or marketing campaigns with tracking parameters.
- ▌ Quality Assurance · majiayu000 bundleUse when deciding test strategy, struggling with code reviews, shipping without tests, or conflating verification with validation
- ▌ Quality Check All · majiayu000 bundleRuns quality checks across all components (backend, frontend, landing). Use before creating PRs, merging, or to verify overall code quality.
- ▌ Quality Checklist · majiayu000 bundleCode review quality checklist. Use before commits and during code review.
- ▌ Quality Dashboard · majiayu000 bundleUnified project health dashboard aggregating all quality metrics
- ▌ Quality Reviewing · majiayu000 bundleDeep code review with web research. USE WHEN user says 'double check against latest', 'verify versions', 'check security'. Complements automatic quality hook with ecosystem verification.
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- ▌ Quarkus Developer · majiayu000 bundle[Extends backend-developer] Quarkus specialist for cloud-native Java. Use for Quarkus apps, Panache ORM, native builds with GraalVM, RESTEasy Reactive, Dev Services. Invoke alongside backend-developer for Quarkus projects.
- ▌ Quarterly Connect · majiayu000 bundleAssist users in creating quarterly connects that act as a strategic partner to guide employees through comprehensive quarterly reflections, helping craft insightful narratives for Quarterly Connection reviews that align with company values and career development goals.
- ▌ Quick Start Guide · majiayu000 bundleЭксперт по quick start гайдам. Используй для создания быстрых руководств, getting started документации и onboarding материалов.
- ▌ Qwen CLI Refactor · majiayu000 bundleStrategic CLI refactoring using Qwen 1.5B for extracting command modules from monolithic main() functions
- ▌ Radix UI Patterns · majiayu000 bundleRadix UI primitive components for accessible UI. Use when building accessible interactive components.
- ▌ Rails Conventions Patterns · majiayu000 bundleComprehensive Ruby on Rails conventions, design patterns, and idiomatic code standards. Use this skill when writing any Rails code including controllers, models, services, or when making architectural decisions about code organization, naming conventions, and Rails best practices.
- ▌ Ralph Loop Helper · majiayu000 bundleGuide for using /ralph-loop command for long-running autonomous tasks. Use when starting iterative development loops, implementing Bedrock plugins, or running test-fix cycles. (project)
- ▌ Rapid Convergence · majiayu000 bundleAchieve 3-4 iteration methodology convergence (vs standard 5-7) when clear baseline metrics exist, domain scope is focused, and direct validation is possible. Use when you have V_meta baseline ≥0.40, quantifiable success criteria, retrospective validation data, and generic agents are sufficient. Enables 40-60% time reduction (10-15 hours vs 20-30 hours) without sacrificing quality. Prediction model helps estimate iteration count during experiment planning. Validated in error recovery (3 iterations, 10 hours, V_instance=0.83, V_meta=0.85).
- ▌ Rapid Prototyping · majiayu000 bundleEmbrace vibe coding for rapid UI exploration. Covers when to iterate vs refine, ephemeral app patterns, and the art of fast, disposable prototyping with AI-assisted development.
- ▌ Rca Copilot Agent · majiayu000 bundleAI-powered RCA Copilot for root cause analysis and incident explanation. Use when: (1) Building incident context retrieval from Neptune and DynamoDB, (2) Implementing evidence ranking and root cause candidate generation, (3) Creating natural language incident explanations, (4) Generating recommended remediation actions. Triggers: "explain incident", "find root cause", "diagnose data issue", "what caused the alert", "RCA for incident".
- ▌ Re8 Bootstrapping · majiayu000 bundleApply RE8 Bootstrapping to build capability using currently available resources, then use that to build more.
- ▌ React Code Review · majiayu000 bundleReview React/TypeScript code against established coding guidelines. Use when reviewing React components, performing code audits, checking for React best practices, anti-patterns, performance issues, or when the user asks to review React code, check code quality, or audit React implementation.
- ▌ React Code Smells · majiayu000 bundlePrincipal-engineer-level React refactoring patterns for eliminating code smells. Covers prop drilling, state explosion, component composition, abstraction quality, coupling, hooks, rendering patterns, and testability. Use when refactoring existing React codebases, reviewing PRs for architectural issues, or identifying technical debt in React applications.
- ▌ React Conventions · majiayu000 bundleReact and React Native coding conventions with TypeScript. Use this skill when creating components, writing hooks, or reviewing React/React Native code. Enforces naming conventions, component structure, typing patterns, accessibility, and performance best practices.
- ▌ React Development · majiayu000 bundleReact開発の詳細ガイド。Hooks、コンポーネント設計、パフォーマンス最適化、テストなど、Reactアプリケーション開発のベストプラクティス。
- ▌ React Google Maps · majiayu000 bundleExpert implementation of @vis.gl/react-google-maps library for Google Maps in React. Use when building maps, markers, pins, infowindows, places autocomplete, geocoding, draggable markers, polygons, circles, polylines, drawing tools, or any Google Maps JavaScript API integration in React/Next.js applications.
- ▌ React Integration · majiayu000 bundleThis skill should be used when the user asks to "connect React to agent runtime", "use useAgentSession", "use useMessages", "set up AgentServiceProvider", "stream agent responses", "build agent chat UI", "render conversation blocks", or needs to build a React frontend with @hhopkins/agent-runtime-react.
- ▌ React Native Expo · majiayu000 bundleBuild React Native 0.76+ apps with Expo SDK 52-54. Covers mandatory New Architecture (0.82+/SDK 55+), React 19 changes, SDK 54 breaking changes (expo-av, expo-file-system, Reanimated v4), and Swift iOS template. Prevents 16 documented errors. Use when building Expo apps, migrating to New Architecture, upgrading to SDK 54+, or fixing Fabric, TurboModule, propTypes, expo-updates crashes, or Swift AppDelegate errors.
- ▌ React Next Modern · majiayu000 bundleEnforce modern React 19 and Next.js App Router patterns - server-first data fetching, minimal useEffect, Server Components, Server Actions, and form hooks. Use when reviewing React/Next.js code, migrating legacy patterns, or building new features with App Router.
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