Use when designing REST APIs, implementing API versioning, error handling, OpenAPI/Swagger specs, rate limiting,...
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Use when setting up CI/CD pipelines, GitHub Actions workflows, release automation, deployment strategies...
Use when designing cloud infrastructure on AWS, Azure, or GCP. Invoke for architecture decisions, cost optimization,...
Use when reviewing code changes, pull requests, or asking for code quality feedback. Covers readability,...
Use when building data pipelines, ETL/ELT workflows, data warehouses, data modeling (star/snowflake schemas), Spark...
Use when designing database schemas, writing migrations, optimizing SQL queries, fixing N+1 problems, creating...
Use when setting up CI/CD pipelines, Docker containers, Kubernetes deployments, monitoring, incident response, or...
Essential Docker commands and workflows for container management, image operations, and debugging.
Use when writing API documentation, READMEs, changelogs, architecture decision records (ADRs), migration guides,...
Use when building .NET 8/9 applications, ASP.NET Core APIs, Entity Framework Core, MediatR CQRS, modular monolith...
High-quality voice synthesis with 18 personas, 32 languages, sound effects, batch processing, and voice design using...
Use when designing UIs, selecting color palettes, choosing typography, building design systems, or implementing...
Essential Git commands and workflows for version control, branching, and collaboration.
Use when writing Go code requiring concurrency patterns, error handling, interfaces, testing, or module management....
Use when designing GraphQL schemas, resolvers, subscriptions, or federation. Invoke for N+1 prevention, DataLoader...
Use IMMEDIATELY when production incidents occur. Covers incident triage, severity assessment, mitigation, root cause...
Use when building modern Java 17/21+ applications with Spring Boot, JPA/Hibernate, streams, records, virtual...
Use when building ML pipelines, training models, deploying to production, implementing feature engineering, MLOps...
Interact with Moltbook social network for AI agents. Post, reply, browse, and analyze engagement. Use when the user...
Official Moltbook Identity Registry interface. Verify yourself, lookup others, and build on-chain reputation.
Use when building Next.js 14/15 applications with the App Router. Invoke for routing, layouts, Server Components,...
Use when profiling applications, optimizing bottlenecks, implementing caching, load testing, database query...
PostgreSQL database management. Run queries, manage schemas, and monitor performance.
Use when crafting LLM prompts, designing system prompts, building AI features, optimizing agent behavior,...