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Composites

A composite is an opinion about which templates belong together. It scaffolds a whole deliverable in one pass rather than leaving the assembly to the caller — which is what makes it the right starting point for most work. Reach for an individualtemplate when you are adding a piece to something that already exists.

25 composites.

CompositeTemplatesWhat it builds
agent-team6Multi-agent system with a central orchestrator, specialized agents for research and writing, an evaluation harness, and MCP tool server.
ai-chatbot6Full-stack AI chatbot with agentic loop, HTTP service, authentication, evaluation harness, and deployment..
ai-platform9Full AI platform with HTTP service, LLM gateway, vector store, data pipeline, auth, billing, and monitoring.
ai-web-app8Full-stack web application with Next.js frontend, RAG pipeline, authentication, database, and deployment..
background-processor7Async job processing service with queue, database, storage, observability, and deployment.
chrome-ai-extension3Chrome extension with AI sidepanel backed by MCP tool servers and optional prompt library..
client-engagement6Non-engineering client engagement package.
cost-optimized-ai4Minimize LLM costs with intelligent routing, response caching, and cost monitoring.
document-intelligence8Document search and question-answering system with RAG pipeline, HTTP service, file storage, database, and deployment..
enterprise-ai15Full enterprise AI stack with agents, tool servers, safety guardrails, evaluation, prompt management, observability, and Kubernetes deployment..
eval-suite4Standalone evaluation infrastructure with test harness, versioned prompts, and guardrails validation.
go-microservice4Go HTTP service with observability and deployment.
identity-aware-service5Spring Boot 4 microservice on JDK 25 with identity enforced at both the service-mesh edge (Istio RequestAuthentication + AuthorizationPolicy) and the application boundary (Spring Security OAuth 2.0 resource server) — defense in depth against the same OIDC issuer.
internal-tool4CLI tool or browser extension backed by MCP servers for internal team use..
mcp-toolkit3MCP server with evaluation harness, prompt library, and deployment.
multi-agent9Multi-agent architecture with A2A protocol peers, MCP tool servers, and an orchestrating agent.
platform-tenant4One-shot scaffolder for a k8s-native nanohype Platform tenant: the k8s-app-tenant chart (which vendors tenant-chart-base and ships per-env values, an ArgoCD ApplicationSet entry, and the Platform + BudgetPolicy CRs) plus the optional AI building blocks as local packages — the LLM gateway and the vector store.
product-launch11Full product launch kit spanning engineering, design, QA, product, marketing, and operations.
production-api9Production-grade TypeScript API service with auth, database, caching, rate limiting, background jobs, observability, and deployment..
proof-of-concept2Minimal AI agent with evaluation harness.
rag-agent9AI agent that uses retrieval-augmented generation as a tool.
research-to-prototype5Research-driven prototype pipeline.
safe-ai-agent5AI agent with safety guardrails, evaluation harness, and prompt management.
spring-boot-microservice4Java Spring Boot 4 HTTP service on JDK 25 with a Kubernetes deployment and an optional Grafana + Prometheus + Loki observability stack.
vscode-ai-extension3VS Code extension with AI provider integration, MCP tool servers, and versioned prompt management..