full-stack-orchestration-full-stack-feature

name	full-stack-orchestration-full-stack-feature
description	Use when working with full stack orchestration full stack feature
type	skill
created	2026-02-27T00:00:00.000Z
domain	ai-ml
category	llm-agents
risk	unknown
source	community
tags	["skill","ai-ml","llm-agents","full","stack","orchestration"]

Use this skill when

• Working on full stack orchestration full stack feature tasks or workflows
• Needing guidance, best practices, or checklists for full stack orchestration full stack feature

Do not use this skill when

• The task is unrelated to full stack orchestration full stack feature
• You need a different domain or tool outside this scope

Instructions

• Clarify goals, constraints, and required inputs.
• Apply relevant best practices and validate outcomes.
• Provide actionable steps and verification.
• If detailed examples are required, open resources/implementation-playbook.md.

Orchestrate full-stack feature development across backend, frontend, and infrastructure layers with modern API-first approach:

[Extended thinking: This workflow coordinates multiple specialized agents to deliver a complete full-stack feature from architecture through deployment. It follows API-first development principles, ensuring contract-driven development where the API specification drives both backend implementation and frontend consumption. Each phase builds upon previous outputs, creating a cohesive system with proper separation of concerns, comprehensive testing, and production-ready deployment. The workflow emphasizes modern practices like component-driven UI development, feature flags, observability, and progressive rollout strategies.]

Phase 1: Architecture & Design Foundation

1. Database Architecture Design

• Use Task tool with subagent_type="database-design::database-architect"
• Prompt: "Design database schema and data models for: $ARGUMENTS. Consider scalability, query patterns, indexing strategy, and data consistency requirements. Include migration strategy if modifying existing schema. Provide both logical and physical data models."
• Expected output: Entity relationship diagrams, table schemas, indexing strategy, migration scripts, data access patterns
• Context: Initial requirements and business domain model

2. Backend Service Architecture

• Use Task tool with subagent_type="backend-development::backend-architect"
• Prompt: "Design backend service architecture for: $ARGUMENTS. Using the database design from previous step, create service boundaries, define API contracts (OpenAPI/GraphQL), design authentication/authorization strategy, and specify inter-service communication patterns. Include resilience patterns (circuit breakers, retries) and caching strategy."
• Expected output: Service architecture diagram, OpenAPI specifications, authentication flows, caching architecture, message queue design (if applicable)
• Context: Database schema from step 1, non-functional requirements