发现 Skills

Use when generating demand forecasts, calculating safety stock and reorder points, running S&OP demand review meetings, or selecting statistical forecasting methods for inventory planning.

Audit Cursor IDE rules (.mdc files) against quality standards using a 5-gate review process. Validates frontmatter (YAML syntax, required fields, description quality, triggering configuration), glob patterns (specificity, performance, correctness), content quality (focus, organization, examples, cross-references), file length (under 500 lines recommended), and functionality (triggering, cross-references, maintainability). Use when reviewing pull requests with Cursor rule changes, conducting periodic rule quality audits, validating new rules before committing, identifying improvement opportunities, preparing rules for team sharing, or debugging why rules aren't working as expected.

Start work on a GitHub issue. Extracts requirements, creates worktree, sets up TDD workflow.

Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requiring fault tolerance and safety.

Use to manage workflows, compliance, and measurement for customer references.

Azure Monitor Query SDK for Python. Use for querying Log Analytics workspaces and Azure Monitor metrics. Triggers: "azure-monitor-query", "LogsQueryClient", "MetricsQueryClient", "Log Analytics", "Kusto queries", "Azure metrics".

Generate an MCP App widget (self-contained HTML) for an MCP tool. Describe the visual you want and paste your tool's test output. Use when user asks to create an MCP App, widget, or visual for a tool.

Build table storage applications with Azure Tables SDK for Java. Use when working with Azure Table Storage or Cosmos DB Table API for NoSQL key-value data, schemaless storage, or structured data at scale.

Azure Observability Services including Azure Monitor, Application Insights, Log Analytics, Alerts, and Workbooks. Provides metrics, APM, distributed tracing, KQL queries, and interactive reports.

Packages generated wiki Markdown into a VitePress static site with dark theme, dark-mode Mermaid diagrams with click-to-zoom, and production build output. Use when the user wants to create a browsable website from generated wiki pages.

Transforms a rough idea into a detailed design document with implementation plan. Follows Prompt-Driven Development — iterative requirements clarification, research, design, and planning.

SpriteKit expert for building, reviewing, and optimizing game code. Covers scene architecture, physics, performance, memory management, and cross-platform development.

Systematic first principles thinking for any problem domain. Use when the user says "analyze from first principles", "第一性原理", "从根本分析", "从零开始思考", "think from scratch", "question this design", "is this the right approach", "challenge assumptions", "挑战假设", "为什么要这样做", "有没有更好的方案", "why are we doing it this way", or needs to evaluate decisions, designs, or strategies without relying on analogies, conventions, or "best practices". Also triggers on "这个设计合理吗", "从本质上看", "回到基本面", "what's really true here", "what are we assuming", or any request to decompose a problem to its fundamentals.

Guidelines for .NET backend development with C#, ASP.NET Core, and Entity Framework Core

Check remaining Tavily API key credits (retrieved from .env). Note: use /check-app-stats for app usage statistics.

Set up comprehensive testing framework with xUnit, Moq, and TestContainers

Use APM (Agent Package Manager) to manage agent skills and dependencies. Use when adding, removing, or updating skills in a project or globally, creating skills for a repository, or configuring apm.yml.

Quick reference for Kubernetes core concepts and kubectl commands. This skill should be used as a refresher for basic K8s operations including pods, deployments, services, configmaps, secrets, and namespaces. Use this skill when working with Kubernetes clusters for Phase IV+ deployments.

.NET MAUI app lifecycle guidance covering the four app states, cross-platform Window lifecycle events, backgrounding and resume behavior, platform-specific lifecycle mapping, and state-preservation patterns.

Unified thinking toolkit: Creative frameworks (Critical Evaluation, Diverge-Converge, Deep Questioning), First Principles reasoning (absorbed from moai-foundation-philosopher), and Sequential Thinking MCP (absorbed from moai-workflow-thinking). Use for ideation, strategic analysis, architecture decisions, and structured step-by-step reasoning.

Build MoonShine admin panel UI with Blade components — tables, forms, cards, modals, navigation, and page layouts. Use when creating admin interfaces, data tables with actions, form layouts, or any UI using MoonShine's component library.

Comprehensive AI writing detection patterns and methodology. Provides vocabulary lists, structural patterns, model-specific fingerprints, and false positive prevention guidance. Use when analyzing text for AI authorship or understanding detection patterns.

Activate this skill when analyzing iOS app UI/UX, evaluating iOS design patterns, proposing iOS interface improvements, or creating iOS implementation specifications. Provides deep expertise in Apple Human Interface Guidelines, SwiftUI patterns, native iOS components, accessibility standards, and iOS-specific interaction paradigms.

Send a Pavlok stimulus via the Pavlok API using scripts/pavlok.py. Use when you need to trigger vibe/beep/zap with a numeric value in this repo and print the API response.