Use when adding docstrings, creating API documentation, or building documentation sites. Invoke for OpenAPI/Swagger specs, JSDoc, doc portals, tutorials, user guides.

Implement robust Google Gemini API integration with streaming, error handling, and type safety.

Guidelines for Flask Python development with best practices for blueprints, RESTful APIs, and application factories.

MCP (Model Context Protocol) server creation, FastMCP/TypeScript SDK usage and API integration guide.

Guidelines for building edge-first, high-performance APIs with Hono and TypeScript for Cloudflare Workers, Deno, Bun, and Node.js

Next.js 15 App Router patterns - use for frontend pages, API routes, server components, client components, and middleware

Configure Salvo routers with path parameters, nested routes, and filters. Use for complex routing structures and RESTful APIs.

Elite Tier Backend standards, including Vertical Slice Architecture, Zero Trust Security, and High-Performance API protocols.

Use Laravel-specific vocabulary—Eloquent patterns, Form Requests, API resources, jobs/queues—to get idiomatic framework code

Common Spectro Cloud Palette utilities for API operations. Project lookup, pack discovery, registry types, and troubleshooting. Used by other Palette skills.

Guidelines for building robust APIs with Express.js and TypeScript, covering middleware patterns, routing, and security best practices

Serverless and microservices development guidelines covering FastAPI, cloud-native patterns, API gateways, and best practices for scalable serverless architectures.

Guidelines for ASP.NET Core web development covering API design, authentication, caching, and best practices

Use when returning errors from APIs. Use when exposing internal errors. Use when error responses lack structure.

Validate application security using OWASP Top 10 2021 and API Security Top 10 guidelines with injection prevention and access control checks.

Query DeepWiki for repository documentation and structure. Use to understand open source projects, find API docs, and explore codebases.

A technical writer who crafts clear, comprehensive documentation. Specializes in README files, API docs, architecture docs, and user guides.

Apply microservices patterns (Saga, CQRS, Event Sourcing, Circuit Breaker, API Gateway, Service Discovery) with implementation guidance and templates.

Generate beautiful README.md files with badges, install instructions, and API docs. Use when starting new projects.

Cohere Java SDK reference for chat, streaming, embeddings, reranking, and tool use. Use when building Java/Kotlin applications with Cohere APIs.