Master Guidewire SDK patterns including Digital SDK, REST API Client, and Gosu best practices. Use when implementing integrations, building frontends with Jutro, or writing server-side Gosu code. Trigger with phrases like "guidewire sdk", "digital sdk", "jutro sdk", "guidewire patterns", "gosu best practices", "rest api client".
Implement Lokalise rate limiting, backoff, and request queuing patterns. Use when handling rate limit errors, implementing retry logic, or optimizing API request throughput for Lokalise. Trigger with phrases like "lokalise rate limit", "lokalise throttling", "lokalise 429", "lokalise retry", "lokalise backoff".
Implement MaintainX API rate limiting, pagination, and backoff patterns. Use when handling rate limit errors, implementing retry logic, or optimizing API request throughput for MaintainX. Trigger with phrases like "maintainx rate limit", "maintainx throttling", "maintainx 429", "maintainx retry", "maintainx backoff", "maintainx pagination".
Build MCP (Model Context Protocol) servers for Copilot Chat using the OpenAI Apps SDK or MCP Apps SDK widget rendering support (any language). Use this skill when: - Creating MCP servers that integrate with M365 Copilot declarative agents - Building rich interactive widgets (HTML) that render in Copilot Chat - Implementing tools that return structuredContent for widget rendering - Adapting an existing MCP server to support Copilot widget rendering - Setting up devtunnels for localhost MCP server exposure - Configuring mcpPlugin.json manifests with RemoteMCPServer runtime Do NOT use this skill for general agent development (scaffolding, manifests, deployment) — use declarative-agent-developer instead. This skill is ONLY for MCP server + widget development. Triggers: "MCP server for Copilot", "OpenAI Apps SDK", "Copilot widget", "structuredContent", "MCP plugin", "devtunnels MCP", "bizchat MCP", "OAI app", "widget rendering", "text/html+skybridge", "UI widget"
Search, browse, and retrieve scientific protocols from protocols.io via REST API. Client token authentication for private protocols. Use when user mentions protocols.io, lab protocols, DOI lookup, protocol search, protocol steps, or scientific methods.
使用 nop-cli gen 命令从 ORM 模型文件生成 Nop 平台初始项目脚手架（仅初次生成）。生成后通过 mvn install 迭代。触发词：代码生成、gen、生成项目、脚手架、初始化项目。
(opencode-project - Skill) Nop平台数据库设计规范。定义表命名、列命名、主键设计、索引设计、通用字段、域定义、关系设计等规范。触发词：数据库设计、表设计、DDL、ORM模型、字段命名。
Node.js 后端服务技术架构设计。基于 NestJS + Prisma + SQLite 的原型开发规范，支持快速原型开发和未来迁移到 Java。触发词：Node.js 后端、NestJS、Prisma、后端架构、API 设计。
Integrates Intlayer internationalization with Next.js App Router and Pages Router. Use when the user asks to "setup Next.js i18n", use "useIntlayer" in Server Components, or handle client-side translations in Next.js.
Adds a new LLM provider implementing LLMProvider interface from src/llm/types.ts with call() and stream() methods. Integrates config in src/llm/config.ts, factory in src/llm/index.ts, and error handling. Use when adding new provider, 'add LLM backend', integrating external API. Do NOT use for modifying existing providers or debugging provider issues.
Adds a new LLM provider implementing LLMProvider interface with call() and stream() methods. Integrates with provider factory in src/llm/index.ts, config detection in src/llm/config.ts, and error handling via tracking and recovery. Use when adding a new model backend, integrating a third-party LLM API, or extending LLM platform support. Do NOT use for fixing bugs in existing providers, modifying existing provider behavior, or changing the LLMProvider interface.
Adds a new LLM provider implementing LLMProvider interface from src/llm/types.ts with call() and stream() methods. Integrates config in src/llm/config.ts and factory in src/llm/index.ts. Use when adding a new AI backend, integrating a new model API, or extending provider support. Do NOT use for modifying existing providers or debugging provider issues.
Generate a Wren MDL manifest from a database using ibis-server metadata endpoints. Use when a user wants to create or set up a new Wren MDL, scaffold a manifest from an existing database, or onboard a new data source without installing any database drivers locally.
Interact with Wren Engine MCP server via plain HTTP JSON-RPC requests — no MCP client SDK required. Covers session initialization, tool discovery, and calling all 20+ Wren tools (query, deploy, metadata, health check) using standard HTTP POST with JSON-RPC 2.0 payloads. Use when the client cannot or prefers not to use the MCP protocol directly (e.g. OpenClaw, custom HTTP clients, shell scripts, or any environment without an MCP SDK).
Generate a Wren MDL project by exploring a database with available tools (SQLAlchemy, database drivers, MCP connectors, or raw SQL). Guides agents through schema discovery, type normalization, and MDL YAML generation using the wren CLI. Use when: user wants to create or set up a new MDL, onboard a new data source, or scaffold a project from an existing database.
Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setting up backend API projects.
Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing API design standards.
Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injection, Entity Framework Core, Dapper, configuration, caching, and testing with xUnit. Use when developing .NET backends, reviewing C# code, or designing API architectures.
Expert .NET backend architect specializing in C#, ASP.NET Core, Entity Framework, Dapper, and enterprise application patterns. Masters async/await, dependency injection, caching strategies, and performance optimization. Use PROACTIVELY for .NET API development, code review, or architecture decisions.
Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and Pydantic V2. Master microservices, WebSockets, and modern Python async patterns. Use PROACTIVELY for FastAPI development, async optimization, or API architecture.
Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration, and API design best practices. Use when creating Node.js servers, REST APIs, GraphQL backends, or microservices architectures.
Add a new protocol support to Strix -- full flow from research to implementation. Covers stream handler registration, URL builder updates, database issues, and go2rtc integration.
Use when creating or updating Reaparr backend FastEndpoints command/handler pairs (`ICommand` + `ICommandHandler`), especially when adding validators, Result-based responses, and command dispatch via `ICommandExecutor`.
Use when working with path aliases in a Stacks project — import resolution, module aliasing, or debugging import paths. Covers @stacksjs/alias which defines 260+ path mappings for the entire framework.
