development Skills

Query official New Zealand MSD benefit statistics - Jobseeker Support, Sole Parent Support, Supported Living Payment, Yo...

昇腾AscendC算子调试工具（msDebug）技能，含两大流程：①上板调试——算子加 -g -O0 编译后由 msdebug 拉起，支持断点、单步、变量/内存打印、核切换、寄存器读取；②coredump解析——用户指定 core 文件路径...

当用户需要部署 msmodeling optix 服务化自动寻优工具时使用。负责安装与验证。

为 msModelSlim 适配器执行功能性验证。适用于基础适配器开发完成后，自动执行四步验证（测试模型、全回退量化、权重一致性与可加载/保存、实际量化规则校验）并输出通过/失败结论。

The first MSPbots tool anywhere - readable filters, alias-named resources, full exports, and the KPI history MSPbots i...

在用户的 PyTorch 动态图（eager）训练/推理代码或 vLLM 推理服务（vllm-ascend、社区原生 vLLM eager）中使能 msProbe 精度调试工具的 PrecisionDebugger 数据采集功能，检查 ms...

Route engineering work through an evidence-gated mstack playbook. Use for /mstack, sticky Custom Mode, or Build Like Thi...

Microsoft's built-in .NET testing framework covering test classes, data-driven tests, assertions, lifecycle management,...

Compile MSVC C++ projects with multi-processor support, automatic MSBuild detection, and intelligent error analysis.

MSVC cl.exe and clang-cl skill for Windows C/C++ projects. Use when configuring Visual Studio builds, MSBuild, or clang-...

Use when building C or C++ on Windows with cl.exe or clang-cl: GCC-to-MSVC flag translation, /MT versus /MD, PDB output,...

Intercepts network requests to mock REST, GraphQL, SSE and WebSocket APIs with Mock Service Worker (MSW). Use when mocki...

Control MSW mocks at runtime via msw-cli (open session, add/update/remove handlers). Use when mocking APIs, changing moc...

Scaffold MSW and @msw-mcp/client in a web project for AI-driven dynamic mocks. Use when the user asks to set up MSW, add...

Use MSX when a user asks to scout market opportunities, decide what to build, identify a market gap, find recent demand...

NYC MTA transit — real-time subway arrivals, bus predictions, service alerts, and route info for the New York City subwa...

Use MTEB to evaluate embedding models, select tasks and benchmarks, validate model protocols, run CLI workflows, inspect...

Mtr reference tool. Use when working with mtr in network contexts.

Turn a long video into N viral-ready short clips with a single managed API call. Wraps muapi.ai's `/ai-clipping` endpoin...

Setup and utility scripts for muapi.ai — configure API keys, test connectivity, and poll for async generation results

Auto-generate viral 9:16 YouTube Shorts (or TikTok / Reels clips) from a long-form video. Thin platform-aware wrapper ar...

Build and debug MuJoCo robot simulations. First interactive robot tryouts start with architect's reference-app selection...

Runs Mull, the LLVM-IR mutation testing tool, against C/C++ test binaries built with Clang: covers install (the version-...

Design and optimize production-grade multi-agent systems with LangGraph, LangChain, and DeepAgents for complex AI workfl...

Build observability interfaces for multi-agent systems. Use when monitoring multi-agent execution, tracking agent metric...

マルチエージェントシステム設計を専門とするスキル。複数のエージェント間の効果的な協調、ハンドオフプロトコルの設計、情報受け渡しメカニズムにより、スケーラブルで保守性の高い分散システムを構築する。Anchors:• Building Micr...

/multi-agent-work — Von Research bis Implementierung in einem Durchlauf. 6-Phasen-Workflow: Research → Fixes → Synthese...

Consult external AIs (Gemini 2.5 Pro, OpenAI Codex, fresh Claude) for second opinions when stuck on bugs or making archi...

Production-ready code generation and incremental development using Explore-Plan-Code-Commit workflow. TDD-driven with <2...

Use when stuck on complex problems, need architecture validation, want code review from multiple perspectives, or debugg...

Use when the user explicitly wants multiple Codex agents or a virtual team, the work can be decomposed into safe paralle...

Currency settings and formatting for global users in LivestockAI

Generate a Next.js Roblox codes page from validated JSON using a reusable TSX template. Use when creating or regeneratin...

Run multi model triangulation.

Workflow for integrating matched or partially matched omics layers into shared latent structure and cross-modal interpre...

Use when you need to understand how internal libraries work, trace dependencies across repositories, or explore code pat...

Coordinate development workflows across multiple Git repositories with synchronized branching, batch commits, cross-repo...

Parallel multi-source search combining Web, Scholar, Smart, and Tavily results with confidence scoring and AI synthesis....

Create optimized multi-stage Dockerfiles for any language or framework

Advanced patterns for building scalable multi-tenant SaaS applications.

Multi-tenancy lets one product serve many customers safely. The hard parts are enforcing isolation everywhere (API, DB,...

Use when building SaaS applications needing data isolation between customers - implements owner-based filtering for secu...

Multi-tenant architecture patterns including org_id claim management, JWT token structure with organization context, dat...

Three-screen multi-timeframe analysis for NSE/BSE stocks and indices: weekly (or monthly) sets the bias, daily finds the...

Complete knowledge base for building production-ready cross-platform TV applications with React Native - supporting Andr...

Run a genuinely-parallel multiagent implementation with detailed guidance - plan, gate on environment, spawn subagents c...

Developing for multicore systems in Zephyr RTOS. Covers Symmetric Multiprocessing (SMP), Asymmetric Multiprocessing (AMP...

Workflow for paired or integrated single-cell RNA and ATAC analysis with multimodal latent spaces and regulatory interpr...