What happens if one service fails its verification gate?

The orchestrator monitors all sub-agents; if any service fails its tests or the final E2E suite fails, it can trigger a rollback across all services to prevent partial deployments.

Do I need to manually update every service PRD when a contract changes?

No, the skill automatically detects contract changes and injects linked user stories into the PRDs of all dependent services, ensuring the entire system stays in sync.

How does the orchestrator track service dependencies?

It utilizes a services.json manifest file in the project root to map paths, documentation, and relationships between various services like APIs, web apps, and workers.

Can it handle parallel development tasks?

Yes, the Conductor Agent spawns specialized sub-agents for each affected service, allowing work to proceed in parallel before consolidating results for final verification.

Multi-Service Orchestrator

Name: Multi-Service Orchestrator
Author: kimhons

bykimhons

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Deployment & DevOps

Orchestrates autonomous development across microservices and monorepos by coordinating linked changes and parallel sub-agents.

The Multi-Service Orchestrator transforms Claude into a 'Conductor Agent' capable of managing complex dependencies in multi-service architectures. By reading a service manifest and building a dependency graph, it automatically detects cross-service impacts when shared contracts change, generates linked user stories across affected services, and spawns parallel sub-agents to implement and verify updates simultaneously. This ensures system-wide integrity through distributed E2E testing and unified commit workflows, making it an essential tool for maintaining consistency in large-scale, distributed applications.

Key Features

011 GitHub stars

02Automatic synchronization of user stories across service-specific PRDs

03Automated service dependency graph construction via services.json

04Cross-service impact detection for shared API contracts and schemas

05Parallel execution using sub-agents for simultaneous service updates

06Integrated multi-service E2E testing with unified rollback protection

Use Cases

01Updating a shared API contract that requires synchronized changes in frontend and background worker services

02Managing complex feature rollouts that span multiple repositories or microservices

03Running distributed integration tests that require multiple containerized services to be active

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add kimhons/ralph-loop-ultra multi-service-orchestrator

For use in Claude.ai and ChatGPT

Download Skill