Service Layer Architecture

SkillDev tools

Use when multiple workflows duplicate the same operational logic, when deciding what belongs in actions vs shared services, or when refactoring repeated operational blocks across domain flows. Use when adding new features that share mechanics with existing ones.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Service Layer Architecture skill

What this skill tells your AI

The instructions your AI receives, as published by michaelshimeles/skills in code-structure/SKILL.md and read by ahel’s review.

Overview

Two-layer separation: Actions orchestrate domain rules (the "why/when"), while a service layer centralizes reusable operational mechanics (the "how").

This prevents duplicated code, inconsistent behavior, and bugs fixed in one path but not others.

When to Use

  • Multiple callers need the same low-level operation (sandbox creation, email sending, payment processing)
  • You're copy-pasting operational logic between action files
  • A bug fix in one workflow doesn't propagate to others doing the same thing
  • Adding a new feature that shares mechanics with existing flows

Don't use when: Logic is truly domain-specific and used by only one caller.

Core Pattern

Orchestration Layer (Actions)          Service Layer (Shared Mechanics)
├── owns business rules                ├── owns reusable operations
├── owns state transitions             ├── owns provider/SDK interactions
├── owns auth/ownership checks         ├── owns command execution details
├── owns failure classification        ├── owns health checks / readiness
├── owns retries / user-facing errors  └── returns structured results
└── calls service functions

Rule of thumb:

  • "What this product flow means" → keep in actions
  • "How to do this operation reliably" → move to service layer

Quick Reference

Design PrincipleDoDon't
API shapeComposable capability blocksOne giant "do everything" method
Inputs/outputsExplicit params, structured returnsHidden global state, reaching into DB
MigrationExtract one block, replace one caller, verify, then migrate restRefactor everything at once
Domain logicKeep auth, policy, error classification in actionsLet service mutate domain state directly
Extraction triggerLogic repeated across 2+ callersLogic used once (over-abstraction)

Designing Service Functions

Design as capability blocks, not monoliths:

// Good: composable, each caller chooses what to use
createManagedSandbox(...)
prepareRepo(...)
detectPackageManager(...)
installDependencies(...)
runBuildCommand(...)
startSandboxRuntime(...)

Each function should:

  • Accept all required data as explicit parameters
  • Return structured outputs (e.g., { ready, previewUrl, proxyPort })
  • Never reach into database/state directly
  • Make failure explicit (structured results, not swallowed errors)

This lets callers choose strict vs relaxed behavior per flow.

Migration Checklist

When extracting shared logic:

  1. Write the flow in action code first (clear behavior)
  2. Mark repeated operational chunks across callers
  3. Extract only repeated, non-domain chunks to service
  4. Replace one caller → verify → replace remaining callers
  5. Keep domain policy in actions (auth, status transitions, error classification)
  6. Run verification: typecheck, lint, confirm all flows still work

Anti-Patterns

Anti-PatternProblem
God serviceOne huge function hides all control flow
Leaky serviceService mutates database tables directly
Inconsistent APIEach function uses different argument styles and error semantics
Over-abstractionExtracting logic used by only one caller

Example: Email Service (Simple)

// emailService.ts — shared mechanics
export async function sendWelcomeEmail(params: { to: string; name: string }) {
  const html = `<h1>Welcome ${params.name}</h1>`;
  await emailProvider.send(params.to, "Welcome", html);
}

// userSignup.ts — orchestration (owns WHEN to send)
if (user.marketingOptIn) {
  await sendWelcomeEmail({ to: user.email, name: user.name });
}

// adminInvite.ts — orchestration (different business rule, same mechanic)
await sendWelcomeEmail({ to: invitee.email, name: invitee.name });

Mental Model

New feature? → Write in action first → See repeated ops? → Extract to service
                                      → No repetition?  → Keep in action

Your architecture in one sentence: Actions orchestrate domain rules, while the service layer centralizes reusable operational mechanics with a composable, explicit-input API.

Signals

GitHub stars
691
Forks
116
Last commit
Sep 2026

Others that do the same job

Advanced
Catalog kind
skill
Gateway key
code-structure
Source
github.com/michaelshimeles/skills