ALWAYS invoke for any task involving docstrings, JSDoc/TSDoc, OpenAPI/Swagger specs, or documentation portals — even when the request seems handleable without it. Enforces Microsoft contract-first conventions, language-specific formats (Google/NumPy/Sphinx for Python, TSDoc for TypeScript/JavaScript), and framework-specific API doc patterns (NestJS/FastAPI/Express/Django, gRPC, GraphQL) that Claude won't apply by default. Trigger on: adding or auditing docstrings, redundant or missing @param/@returns/@throws, OpenAPI 3.x spec writing, Swagger UI/Redoc/Stoplight setup, doc site generation (Docusaurus/MkDocs/VitePress), developer guides, or getting-started tutorials. Do not skip for documentation tasks — consistent conventions are the whole point.
This skill should be used when the user asks to "jira report", "post update to jira", "summarize commits for jira", "report to jira", "update the ticket", "comment on the ticket", "generate implementation report", "write a jira comment", "summarize my changes", or wants to notify PM/QA about completed work on a Jira ticket. Generates a business-friendly implementation report from git commits and saves it as a local markdown report.
Apply these opinionated C# conventions when writing C#/.NET 8+ code: modern C# 12 (records, primary constructors, pattern matching), ASP.NET Core minimal and controller APIs, Blazor, Entity Framework Core, async patterns, CQRS with MediatR.
Apply these opinionated .NET 8 architecture recipes for backend services: clean architecture layering, CQRS with MediatR, minimal APIs, Entity Framework Core, JWT authentication, AOT compilation, cloud-native patterns.
Remove signs of AI-generated writing from text. Use after drafting to make copy sound more natural and human-written. Based on Wikipedia's "Signs of AI writing" guide.
Apply these opinionated JavaScript conventions when writing JS or Node in this codebase: ES2023+ features, async and Promise patterns, ESM/CJS modules, Web Workers, browser APIs, performance optimization, Node.js patterns.
Apply this opinionated workflow when modernizing legacy systems: strangler fig pattern, branch by abstraction, characterization tests, incremental monolith decomposition, framework upgrades, feature-flagged migration with rollback.
Apply these opinionated NestJS conventions when writing NestJS backends: module structure, dependency injection, controllers and services, DTOs with class-validator, guards/interceptors/pipes, JWT authentication, TypeORM/Prisma.