majiayu000
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- ▌ Testing Best Practices · majiayu000 bundleTesting methodologies, patterns, and best practices for unit, integration, and E2E tests. (project)
- ▌ Testing Implementation · majiayu000 bundleComprehensive testing strategies, test automation, quality assurance with JUnit, MockK, Jest. Use for testing, test, qa, quality, coverage tags. Provides test patterns, validation commands, coverage targets.
- ▌ Testing Infrastructure · majiayu000 bundleAngular 21+ testing infrastructure with fixtures, ng-mocks, component harness, AAA pattern, and Jest best practices for eliminating duplication
- ▌ Testing Load Balancers · majiayu000 bundleValidate load balancer behavior, failover, and traffic distribution. Use when performing specialized testing. Trigger with phrases like "test load balancer", "validate failover", or "check traffic distribution".
- ▌ Testing Server Actions · majiayu000 bundleTeaches testing Server Actions in isolation in React 19. Use when testing Server Actions, form handling, or server-side logic.
- ▌ Testing Strategy Guide · majiayu000 bundleTest automation expert covering unit tests, integration tests, TDD, and testing best practices
- ▌ Testing With API Mocks · majiayu000 bundleStart here for all API mocking in tests. Covers auto-generation, fixtures, and when to use other skills. Required reading before creating, refactoring, or modifying any test involving API calls.
- ▌ Textual Layout Styling · majiayu000 bundleStyle and layout Textual widgets using CSS-like syntax for responsive design. Use when implementing responsive layouts, CSS styling, color schemes, spacing, sizing, alignment, grid layouts, flexbox-like containers, and theme customization. Covers Textual's CSS pseudo-language and theming system.
- ▌ Thematic Doc Generator · majiayu000 bundleGenerate comprehensive, publication-quality technical manuals with thematic storytelling using multi-agent orchestration. Use when user asks for themed documentation, narrative technical guides, memorable training materials, or mentions themes like Victorian, steampunk, art deco, medieval, or nautical combined with technical topics. Triggers on phrases like "create themed manual", "documentation with storytelling", or requests to make docs "more engaging" or "memorable".
- ▌ Theone Cocos Standards · majiayu000 bundleEnforces TheOne Studio Cocos Creator development standards including TypeScript coding patterns, Cocos Creator 3.x architecture (Component system, EventDispatcher), and playable ads optimization guidelines. Triggers when writing, reviewing, or refactoring Cocos TypeScript code, implementing playable ads features, optimizing performance/bundle size, or reviewing code changes.
- ▌ Theone Unity Standards · majiayu000 bundleEnforces TheOne Studio Unity development standards including C# coding patterns, Unity architecture (VContainer/SignalBus and TheOne.DI/Publisher), and code review guidelines. Triggers when writing, reviewing, or refactoring Unity C# code, implementing features, setting up dependency injection, working with events, or reviewing code changes.
- ▌ Thinking Kepner Tregoe · majiayu000 bundleSystematic rational process for complex problem analysis, decision making, and risk assessment. Use for high-stakes engineering decisions, root cause analysis beyond 5 Whys, and multi-factor evaluations requiring structured criteria.
- ▌ Thinking Map Territory · majiayu000 bundleRecognize limits of mental models and diagrams. Use when models diverge from reality, debugging expectation mismatches, or questioning abstraction accuracy.
- ▌ Thinking Probabilistic · majiayu000 bundleExpress confidence in ranges, update predictions with new information, and track calibration over time. Use for project estimation, risk assessment, and decision making under uncertainty.
- ▌ Thinking Reversibility · majiayu000 bundleClassify decisions by reversibility and match decision process to decision type. Use for technology choices, architecture decisions, process changes, and hiring decisions.
- ▌ Thinking Steel Manning · majiayu000 bundleArgue against the strongest version of opposing positions, not the weakest. Use for design reviews, evaluating alternatives, conflict resolution, and decision validation.
- ▌ Threejs Postprocessing · majiayu000 bundleThree.js post-processing - EffectComposer, bloom, depth of field, custom passes. Use when adding visual effects, screen-space effects, or enhancing rendered output.
- ▌ Ticket Branch Workflow · majiayu000 bundleGeneric ticket-to-branch-to-PLAN workflow supporting multiple platforms (GitHub, JIRA)
- ▌ Tiktok Product Scraper · majiayu000 bundleStep 1 of TikTok workflow. Scrapes product data from tabcut.com OR fastmoss.com using Python scraper. Creates JSON + human-readable MD. Optional video downloads. Designed for n8n orchestration.
- ▌ Time Series Decomposer · majiayu000 bundleDecompose time series into trend, seasonal, and residual components. Use for forecasting, pattern analysis, and seasonality detection.
- ▌ Time Series Forecaster · majiayu000 bundleTime series forecasting with ARIMA, Prophet, LSTM, and statistical methods. Activates for "time series", "forecasting", "predict future", "trend analysis", "seasonality", "ARIMA", "Prophet", "sales forecast", "demand prediction", "stock prediction". Handles trend decomposition, seasonality detection, multivariate forecasting, and confidence intervals with SpecWeave increment integration.
- ▌ Tmnl Documentation Nav · majiayu000 bundleNavigate TMNL's documentation hierarchy - CLAUDE.md sections, .edin/ patterns, assets/documents/ ADRs, and submodule docs
- ▌ Tmnl File Organization · majiayu000 bundleNavigate TMNL's directory structure, understand lib/ vs components/, locate testbeds, services, atoms, and follow naming conventions
- ▌ Tmnl Registry Patterns · majiayu000 bundleSingleton registries (overlayRegistry), atom registries, command registries. Registry subscription vs useAtomValue patterns.
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- ▌ Todo App General Rules · majiayu000 bundleGeneral rules for the entire Todo web application project. Encompasses specifications and guidelines applicable across all files.
- ▌ Tool Ecosystem Manager · majiayu000 bundleManages and improves the Bible study tool creation ecosystem. Use this skill when you need to change tool creation processes, reorganize tool directories, propagate learnings across tools, or analyze common issues. This is a meta-skill for improving the tool-experimenter and tool creation workflow itself.
- ▌ Trace Production Issue · majiayu000 bundleTrace production alerts and issues back through REQ-* to original intent, creating new intent for remediation. Closes feedback loop from Runtime → Intent. Use when production alerts fire or issues discovered.
- ▌ Trace Resource Request · majiayu000 bundleThis skill should be used when tracing resource requests through the Maestro system to debug resource lifecycle issues, track request flow from client to agent and back, or troubleshoot failures in resource creation, update, or deletion operations across the server-agent-server pipeline. Supports both Kubernetes log files and ARO HCP Kusto CSV exports.
- ▌ Transaction Management · majiayu000 bundleManage database transactions for data consistency. Use when implementing ACID compliance, handling concurrency, or managing transaction isolation levels.
- ▌ Transcribe And Analyze · majiayu000 bundleTranscribe audio and video from URLs (YouTube, direct media links) using WhisperKit locally. Optionally analyze transcripts with AI when explicitly requested. Use when users provide URLs to media content and request transcription or speech-to-text conversion.
- ▌ Treasury Administrator · majiayu000 bundleConstitutional Treasury Administrator for UBOS Republic. Manages all financial operations, grant applications, revenue optimization, and marketing strategy. Operates under Trinity Lock governance with Hydraulic Governor safeguards. Handles REAL money only: actual bank accounts, crypto wallets, DeFi positions, and EU grant wire transfers.
- ▌ Trim Loss Minimization · majiayu000 bundleWhen the user wants to minimize material waste, reduce trim loss, or optimize material utilization in cutting operations. Also use when the user mentions "waste minimization," "scrap reduction," "material efficiency," "trim optimization," "yield maximization," "off-cut management," or "residual material utilization." For specific cutting problems, see 1d-cutting-stock, 2d-cutting-stock, or nesting-optimization.
- ▌ Troubleshoot Local Dev · majiayu000 bundleDiagnose and fix common local development environment issues
- ▌ Troubleshooting Devbox · majiayu000 bundleUse when SSH connection fails, host key mismatch, NixOS issues, or verifying devbox is properly configured
- ▌ Runbooks Troubleshooting Guides · majiayu000 bundleUse when creating troubleshooting guides and diagnostic procedures for operational issues. Covers problem diagnosis, root cause analysis, and systematic debugging.
- ▌ TS Foundation Restorer · majiayu000 bundleSystematically restore TypeScript foundation by fixing missing interface properties, recreating store methods, and resolving type definition issues
- ▌ Tuning Hyperparameters · majiayu000 bundleOptimize machine learning model hyperparameters using grid search, random search, or Bayesian optimization. Finds best parameter configurations to maximize performance. Use when asked to "tune hyperparameters" or "optimize model". Trigger with relevant phrases based on skill purpose.
- ▌ Tvos Specific Patterns · majiayu000 bundleExpert tvOS decisions for iOS developers: when to use custom focus effects vs system defaults, Siri Remote gesture trade-offs, Top Shelf content strategies, and 10-foot UI adaptation patterns. Use when building tvOS apps, debugging focus issues, or designing TV-optimized interfaces. Trigger keywords: tvOS, Focus Engine, @FocusState, isFocused, focusable, focusSection, Siri Remote, Top Shelf, TVTopShelfContentProvider, 10-foot UI, CardButtonStyle, large cards
- ▌ Twitter Thread Builder · majiayu000 bundleCraft engaging Twitter/X threads with strong hooks and optimal structure for engagement
- ▌ Two Way Writeup Design · majiayu000 bundleReplaces static document reviews with interactive feedback loops to accelerate decision velocity and surface hidden dissent. Use this when seeking cross-functional sign-off on high-stakes proposals, managing asynchronous reviews across time zones, or when a document is stalled in "comment thread hell."
- ▌ Typescript Conventions · majiayu000 bundleApply TypeScript conventions when writing or refactoring TypeScript code to ensure type safety and consistency. Not for JavaScript or other languages.
- ▌ Typescript Default Lib · majiayu000 bundleInstall a default set of commonly used libraries when initializing a new TypeScript Node.js project (or retrofitting an existing one). Use when a user asks to "create a TypeScript project" and wants the standard dependencies installed (p-map, p-retry, luxon, lodash-es, winston, prisma + @prisma/client, ioredis, express, dotenv) plus common tooling (rimraf, tsc-alias) with optional @types packages and Prisma init.
- ▌ Typescript Development · majiayu000 bundleTypeScript/JavaScript development workflow for apps/ directory. Use when modifying TypeScript code in xrpl-grpc-server or JavaScript in erc20-token.
- ▌ Typescript Type Safety · majiayu000 bundleUse when encountering TypeScript any types, type errors, or lax type checking - eliminates type holes and enforces strict type safety through proper interfaces, type guards, and module augmentation
- ▌ Typescript Type System · majiayu000 bundleUse when working with TypeScript's type system including strict mode, advanced types, generics, type guards, and compiler configuration.
- ▌ UI Components Creation · majiayu000 bundleGuide for creating reusable UI components. Use this when asked to create a new component, extract shared UI logic, or add to the component library.
- ▌ Umbraco Entity Actions · majiayu000 bundleImplement entity actions in Umbraco backoffice using official docs
- ▌ Umbraco Global Context · majiayu000 bundleImplement global contexts in Umbraco backoffice using official docs
- ▌ Umbrella Repo Detector · majiayu000 bundleDetects multi-repo architecture patterns (frontend/backend/shared) from user prompts and guides umbrella setup. Use when working with multiple repositories, microservices architecture, or projects with separate FE/BE/Shared libraries. Helps configure SpecWeave for multi-repo coordination.
- ▌ Uniapp Project Creator · majiayu000 bundleProvides one-command project creation for uni-app using the official quickstart CLI, including project initialization, configuration, and template selection. Use when the user asks to create a uni-app project with a single command, needs to initialize a new uni-app project, or generate uni-app project structure.
- ▌ Unit Testing Framework · majiayu000 bundleWrite comprehensive unit tests with high coverage using testing frameworks like Jest, pytest, JUnit, or RSpec. Use when writing tests for functions, classes, components, or establishing testing standards.
- ▌ Unity Asset Management · majiayu000 bundleSupports creating, editing, and managing Unity assets (prefabs, materials, asset database, Addressables). Includes dependency analysis and import settings. Use when: prefab creation, material editing,
- ▌ Unity Game Ugui Design · majiayu000 bundleGame UI design using Unity's uGUI (Canvas/RectTransform/Anchors). Includes game UI elements like HUD, health bars, inventory, skill bars, mobile responsive design, and Safe Area support. Use when: gam
- ▌ Unity Playmode Testing · majiayu000 bundleSupports Unity Play Mode control, input simulation, UI automation, and visual verification. Integrates test execution, screenshot/video capture, and console log checking. Use when: starting Play Mode,
- ▌ Unity Scene Management · majiayu000 bundleSupports Unity scene and GameObject creation, management, and analysis. Efficiently performs hierarchy operations, component configuration, and scene analysis. Use when: scene creation, scene loading,
- ▌ Unity Script Validator · majiayu000 bundleValidates C# scripts for best practices, performance, and Unity patterns. Use when reviewing scripts or checking code quality.
- ▌ Universal Practitioner · majiayu000 bundleUse when applying animation principles in any context, for any role, or when a general understanding of Disney's 12 principles is needed.
- ▌ Unsloth Training · majiayu000 bundleFine-tune LLMs with Unsloth using GRPO or SFT. Supports FP8, vision models, mobile deployment, Docker, packing, GGUF export. Use when: train with GRPO, fine-tune, reward functions, SFT training, FP8 training, vision fine-tuning, phone deployment, docker training, packing, export to GGUF.
- ▌ Update Graft Inventory · majiayu000 bundleUpdate the graft (feature flag) inventory when flags are added or removed. Use when adding new grafts via migrations, after CI flags inventory mismatches, or periodically to ensure docs match production D1.
- ▌ Update Linear Post Job · majiayu000 bundleThree-step Linear update protocol after job completion - update child issue, check parent completion, update parent if all children done
- ▌ Usability Psychologist · majiayu000 bundle認知負荷・エラー防止・学習コスト・アクセシビリティの観点からUI/フローを評価し、改善案を“検証可能な仮説”として提示する。認知人間工学/ユーザビリティ/アクセシビリティを統合して扱う。
- ▌ Usage Health Scorecard · majiayu000 bundleFramework for monitoring activation, engagement, and monetization guardrails.
- ▌ Usage Pattern Analyzer · majiayu000 bundleClaude Code 도구 사용 패턴 및 생산성 트렌드 분석. 반복 작업 감지, 시간대별 생산성, 도구 사용 빈도 시각화. "패턴 분석", "사용 통계", "productivity" 등의 요청 시 자동 적용.
- ▌ Usaspending API Helper · majiayu000 bundleExpert knowledge of USA Spending API integration including filter building, award type codes, agency tiers, and API endpoints. Use when modifying API requests, adding search filters, debugging API responses, or extending search functionality.
- ▌ Use Case Specification · majiayu000 bundleCreates use case specifications with structured scenarios and business rules.
- ▌ Use Subagents Dispatch · majiayu000 bundleUse when executing implementation plans with independent tasks in the current session
- ▌ User Config Management · majiayu000 bundleCentral authority for managing Claude Code user configuration directories (~/.claude/ and ~/.claude.json). Covers storage cleanup, backup/restore, reset workflows, MCP server preservation, history management, plan management, session statistics, and configuration health auditing. Delegates to docs-management skill for official documentation. Use when managing user config, cleaning up storage, backing up settings, resetting Claude Code, or auditing configuration health.
- ▌ User Experience Design · majiayu000 bundleComprehensive UX design patterns for Rails applications including responsive design, animations/transitions, dark mode, loading states, form UX, and performance optimization. Use this skill when implementing user-facing features requiring polished interactions and responsive layouts. Trigger keywords: UX, responsive, mobile-first, animation, transition, dark mode, loading, skeleton, progress, toast, form validation, performance, Core Web Vitals, user flow
- ▌ User Insight Synthesis · majiayu000 bundleInterview techniques, persona creation, journey mapping, and usability testing patterns. Use when planning research, conducting user interviews, creating personas, mapping user journeys, or designing usability tests. Essential for user-research, requirements-analysis, and interaction-architecture agents.
- ▌ User Research Analysis · majiayu000 bundleAnalyze user research data to uncover insights, identify patterns, and inform design decisions. Synthesize qualitative and quantitative research into actionable recommendations.
- ▌ User Research Planning · majiayu000 bundlePlan user research studies - method selection, participant recruitment, study design, and research questions for generative and evaluative research.
- ▌ Using Ask Question CLI · majiayu000 bundleSend prompts to ChatGPT via browser automation. Use this when you need to query ChatGPT from the command line or integrate with the /ask-question slash command.
- ▌ Using Forgetful Memory · majiayu000 bundleGuidance for using Forgetful semantic memory effectively. Applies Zettelkasten atomic memory principles. Use when deciding whether to query or create memories, structuring memory content, or understanding memory importance scoring.
- ▌ Using Loaded Knowledge · majiayu000 bundleMANDATORY protocol enforcing knowledge check before EVERY response - prevents explaining systems without reading docs, claiming without verification, and ignoring auto-loaded context
- ▌ Using Sdlc Engineering · majiayu000 bundleUse when users request SDLC guidance, CMMI processes, requirements management, design documentation, quality assurance, governance, metrics, or adopting processes on existing projects
- ▌ Using System Architect · majiayu000 bundleUse when you have architecture documentation from system-archaeologist and need critical assessment, refactoring recommendations, or improvement prioritization - routes to appropriate architect specialist skills
- ▌ Using Systems Thinking · majiayu000 bundleRouter for systems thinking methodology - patterns, leverage points, archetypes, stocks-flows, causal loops, BOT graphs
- ▌ Opentrons Thermocycler · majiayu000 bundleOpentrons Thermocycler Module - automated PCR thermal cycling with independent block (4-99°C) and lid (37-110°C) temperature control, profile execution, and auto-sealing lid support (GEN2) for high-throughput molecular biology workflows
- ▌ Operational Excellence · majiayu000 bundleUse when implementing Kubernetes cost visibility (OpenCost, VPA), backup/disaster recovery (Velero, RTO/RPO), or chaos engineering (Chaos Mesh). Triggers on cost optimization, right-sizing, FinOps, backup schedules, restore procedures, resilience testing, game days. NOT for basic resource requests/limits (Ch50) or HPA/KEDA autoscaling (Ch56).
- ▌ Ops Migration Planning · majiayu000 bundleStructured workflow for infrastructure migration planning including cloud migrations, technology upgrades, and data center transitions.
- ▌ Optimization Benchmark · majiayu000 bundleComprehensive performance benchmarking, regression detection, automated testing, and performance validation. Use for CI/CD quality gates, baseline comparisons, and systematic performance testing.
- ▌ Optimization Ml Hybrid · majiayu000 bundleWhen the user wants to combine machine learning with optimization, use ML predictions in optimization models, or integrate AI with mathematical programming. Also use when the user mentions "ML-optimization hybrid," "predict-then-optimize," "learning-augmented optimization," "neural network in optimization," "end-to-end learning," or "ML for optimization parameters." For pure optimization, see optimization-modeling. For pure ML, see ml-supply-chain.
- ▌ Optimization Resources · majiayu000 bundleAdaptive resource allocation, predictive scaling with ML, capacity planning, circuit breakers, and performance profiling. Use for intelligent resource management, auto-scaling, and fault tolerance.
- ▌ Optimize Model Compute · majiayu000 bundleOptimize BigQuery compute costs by assigning Dataform actions to slot reservations. USE FOR managing which models use reserved slots vs on-demand pricing, updating reservation assignments, or analyzing cost vs priority tradeoffs for data pipelines.
- ▌ Optimize Storage Costs · majiayu000 bundleOptimize BigQuery storage costs by identifying and removing dead-end and unused tables. USE FOR analyzing storage waste, reviewing tables with no consumption, cleaning up unused datasets, or implementing storage cost reduction strategies.
- ▌ Optimizing Fast Lookup · majiayu000 bundleImplements fast O(1) lookup patterns using HashSet, FrozenSet, and optimized Dictionary in .NET. Use when building high-performance search or membership testing operations.
- ▌ Optimizing Iconography · majiayu000 bundleRules for using icons efficiently to maintain performance. Use when adding icons from Lucide React.
- ▌ Optimizing LLM Prompts · majiayu000 bundleRefine and structure prompts for LLMs to ensure clarity, reliability, and optimal performance. Use when writing system prompts, complex instructions, or debugging agent behaviors.
- ▌ Optimizing App Performance · majiayu000 bundleAnalyzes and optimizes application performance across frontend, backend, and database layers. Use when diagnosing slowness, improving load times, optimizing queries, or reducing bundle size. Triggers include "slow", "performance", "optimize", "bottleneck", or "load time".
- ▌ Optimizing Query By Id · majiayu000 bundleOptimizes Snowflake query performance using query ID from history. Use when optimizing Snowflake queries for: (1) User provides a Snowflake query_id (UUID format) to analyze or optimize (2) Task mentions "slow query", "optimize", "query history", or "query profile" with a query ID (3) Analyzing query performance metrics - bytes scanned, spillage, partition pruning (4) User references a previously run query that needs optimization Fetches query profile, identifies bottlenecks, returns optimized SQL with expected improvements.
- ▌ Opus Extended Thinking · majiayu000 bundleLeverage Claude Opus 4.5's extended thinking capabilities for deep reasoning, complex analysis, and multi-step synthesis. Use when problems require thorough deliberation before response.
- ▌ Orcaflex Batch Manager · majiayu000 bundleManage large-scale OrcaFlex batch processing with parallel execution, adaptive worker scaling, memory optimization, and progress tracking for efficient simulation campaigns.
- ▌ Orcaflex Visualization · majiayu000 bundleGenerate visualizations from OrcaFlex simulations including model views, time series plots, range graphs, and interactive HTML reports using Plotly for comprehensive analysis presentation.
- ▌ Orcawave Damping Sweep · majiayu000 bundleViscous damping analysis specialist for OrcaWave. Handles parametric damping studies, roll damping optimization, critical damping calculations, and comparison with model test data for vessel motion tuning.
- ▌ Orchestrated Sequences · majiayu000 bundleUse when building multi-part animation sequences - staggered reveals, choreographed UI, coordinated motion where multiple elements work together
- ▌ Orchestration Patterns · majiayu000 bundleAgentic orchestration patterns for long-running tasks. Implements evidence-based delivery and Simon Willison's agent loop. Use when managing multi-step work, coordinating subagents, or orchestrating PR workflows.
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- ▌ Orchestrator Developer · majiayu000 bundleDeveloper for Claude Orchestrator. Implements tasks according to Tech Lead instructions, applies design tokens, and reports completion. Use when asked to implement code or execute development tasks for the orchestrator.
- ▌ Orchestrator Tech Lead · majiayu000 bundleTech Lead for Claude Orchestrator. Creates implementation instructions based on planning documents and design specifications. Use when asked to create developer instructions or technical implementation guides for the orchestrator.