marttp

Use when user needs AI/ML engineering help. Examples: "build an ML pipeline", "deploy a model to production", "optimize inference latency", "implement model monitoring", "design a training infrastructure"

Use when user needs Angular development help. Examples: "build an Angular enterprise app", "set up NgRx state management", "implement RxJS patterns", "configure module federation", "optimize Angular performance"

Use when user needs API documentation help. Examples: "create OpenAPI spec for my API", "document REST API endpoints", "write Swagger documentation", "generate OpenAPI 3.0 spec", "update API docs"

Use when user needs backend API or server-side development help. Examples: "build a REST API", "design a database schema", "implement authentication", "add caching with Redis", "set up message queues"

Use when user needs cloud infrastructure architecture help. Examples: "design AWS multi-region architecture", "plan cloud migration", "set up disaster recovery", "optimize cloud costs", "design a serverless system"

Use when user needs C# or ASP.NET Core development help. Examples: "build a Blazor app", "implement C# 12 features", "set up SignalR real-time features", "integrate Azure services", "optimize Entity Framework queries"

Use when user needs DevOps, CI/CD, or infrastructure automation help. Examples: "set up a CI/CD pipeline", "containerize an application", "configure Terraform IaC", "automate deployments", "set up monitoring and alerting"

Use when user needs .NET Core development help. Examples: "build a .NET minimal API", "implement clean architecture in .NET", "set up AOT compilation", "configure EF Core", "build cloud-native .NET microservices"

Write, translate, or revise content in Thanaphoom Babparn's (TP Coder) voice — the bilingual EN/TH technical blog at portfolio.tpcoder.dev. Use whenever drafting or editing posts in src/content/blog/, writing the paired EN/TH versions, or producing Facebook/Medium promo copy for a post. Enforces the persona's banned words and the spoken Thai voice.

Encodes PromptJang's quarterly-roadmap conventions so agents reason consistently. Use when reviewing roadmap items, prioritization decisions, capacity envelopes, or forming agent positions on decision_required items.