
Architecture Paradigm Service Based
Choose and document service-based architecture when teams need independent deploys but must keep a shared database instead of full microservices.
Install
npx skills add https://github.com/athola/claude-night-market --skill architecture-paradigm-service-basedWhat is this skill?
- Service-based (SOA-style) middle ground between monolith and microservices
- Explicit when NOT to use: small single-team monoliths and latency-sensitive chatty designs
- Adoption path: group capabilities, publish OpenAPI/AsyncAPI contracts, set SLAs
- Shared-database reality called out—avoids fake per-service data autonomy
- Tagged for monolith refactoring and deployment-independence usage patterns
Adoption & trust: 1 installs on skills.sh; 304 GitHub stars; 3/3 security scanners passed (skills.sh audits); trending (+100% hot-view momentum).
Recommended Skills
Journey fit
Canonical shelf is Build PM because the paradigm guides how you split capabilities, contracts, and ownership while the product is being shaped and implemented. PM subphase fits architecture decisions, service boundaries, SLAs, and partner-facing contracts rather than a single integration ticket.
Common Questions / FAQ
Is Architecture Paradigm Service Based safe to install?
skills.sh reports 3 of 3 security scanners passed. Review the Security Audits panel on this page before installing in production.
SKILL.md
READMESKILL.md - Architecture Paradigm Service Based
# The Service-Based Architecture Paradigm ## When To Use - Multi-team organizations with domain-aligned services - Systems requiring independent deployment of components ## When NOT To Use - Single-team projects small enough for a monolith - Latency-sensitive systems where inter-service calls are prohibitive ## When to Employ This Paradigm - When teams require a degree of deployment independence but are not yet prepared for the complexity of managing numerous microservices. - When shared databases or large-scale systems (like ERPs) make full service autonomy unrealistic. - When establishing clear service contracts for partner teams or external consumers. ## Adoption Steps 1. **Group Capabilities**: Bundle related business functions into a small set of well-defined services, each with a designated owner. 2. **Define Service Contracts**: Publish formal specifications using standards like OpenAPI or AsyncAPI, including Service Level Agreements (SLAs) and a clear versioning strategy. 3. **Control Database Schemas**: Even when services share a database, assign explicit ownership for each schema or table. Gate all breaking changes through a formal review process. 4. **Establish Service Mediation**: Use a service registry or an API gateway to handle routing, authentication, and observability. 5. **Plan for Evolution**: Identify architectural "hotspots" that are likely candidates for being split into more granular services in the future. ## Key Deliverables - An Architecture Decision Record (ADR) that outlines service boundaries, data ownership rules, and coordination mechanisms. - A suite of contract tests and consumer-driven contract tests for each service to validate stability. - Runbooks that describe deployment procedures, rollback plans, and service dependencies. ## Risks & Mitigations - **Coupling Through a Shared Database**: - **Mitigation**: Changes to a shared database can have cascading effects across services. Mitigate this by using database views, replication, or a formal schema deprecation schedule to manage change. - **Architectural Degradation**: - **Mitigation**: Without strong governance, this architecture can degrade into a "distributed monolith": a monolith with the added complexity of network hops. Track coupling metrics closely and enforce strict ownership of services and data to prevent this. ## Concrete Components These vocabulary items name the concrete tools and abstractions that show up when the paradigm is implemented. They are not required dependencies and they are not part of the skill's ``tools:`` frontmatter (which is reserved for Claude Code tool restrictions). Use this list to disambiguate during architecture discussions. - ``api-gateway``: single ingress that routes to coarse-grained services and centralizes cross-cutting concerns - ``service-registry``: directory of available services with health status and contracts - ``schema-management``: shared schema repo for types crossing service boundaries