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vertical-slices

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Design, implement, and review software using vertical slices (feature-first architecture) instead of horizontal layers. Use when creating a new feature, refactoring layered code (controllers/services/repositories), defining clear API-domain-data boundaries, improving slice-level testability, or reducing cross-module coupling in backend or fullstack TypeScript projects.

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Source SKILL.md: https://github.com/databuddy-analytics/Databuddy/blob/HEAD/.agents/skills/vertical-slices/SKILL.md

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Vertical Slices

Build features as independent slices that own contract, business rules, persistence logic, and tests.

Prefer feature-first folders and thin entrypoints. Keep business behavior inside the slice, not in transport or framework code.

Always follow stricter repository rules when present (for example AGENTS.md).

Outcomes

A slice is complete only when all are true:

  • One clear capability is owned by one slice.
  • Behavior is implemented in the slice, not in handlers/controllers/routes.
  • Persistence logic is co-located and transaction-safe.
  • Tests cover behavior, boundaries, and failure paths with regression depth.
  • Cross-slice coupling is explicit, minimal, and one-way.

If these are not met, do not call the slice done.

Execution Workflow (Required)

1) Define the slice boundary before coding

  • Name exactly one capability in business language.
  • Define one owner module (for example billing, session, question).
  • State what is intentionally out of scope for this slice.
  • Limit dependencies to shared infrastructure and explicit contracts.

2) Write a compact Slice Design Spec before implementation

Create a short design note in your working context with:

  • Capability statement: one sentence with actor + action + outcome.
  • Invariants: 3-7 rules that must remain true.
  • Boundary contracts: input, output, error model, idempotency behavior.
  • Data ownership: tables/entities read and written by the slice.
  • Dependency map: entrypoint -> slice -> infrastructure only.
  • Cross-slice touchpoints: event names or explicit interfaces only.
  • Failure model: validation, conflict, upstream, and persistence failures.

If this spec is missing, pause and define it first.

3) Define contracts before behavior

  • Create input/output schemas at the boundary (HTTP, queue, CLI, RPC).
  • Use the same contract definitions in adapters and tests.
  • Keep contract definitions in the slice area, not spread across global folders.
  • Map internal errors to boundary errors in one place.

4) Implement business behavior in the slice

  • Keep handlers/routes thin: validate -> invoke slice -> map result/error.
  • Keep orchestration and rules in slice functions.
  • Avoid leaking framework request/response objects into business logic.
  • Prefer explicit return types at public slice boundaries.

5) Co-locate persistence and side effects

  • Keep slice-specific reads/writes near slice behavior.
  • Use explicit transaction boundaries for multi-write flows.
  • Emit side effects only after successful commit.
  • Make idempotency explicit when retries can happen.

6) Enforce low coupling

  • Use event publication for asynchronous cross-slice reactions.
  • Use explicit interfaces only when immediate response is required.
  • Do not deep-import another slice internals.
  • Keep dependency direction one-way: entrypoint -> slice -> infrastructure.

7) Apply test maturity gates (required)

Do not stop at export/smoke tests. Build behavior-focused suites:

  • Unit-level slice tests:
    • happy path with realistic data
    • validation failures
    • domain invariant failures
    • edge cases for optional/empty/limit inputs
  • Boundary integration tests when behavior crosses boundaries:
    • transport + contract validation + error mapping
    • persistence side effects and rollback behavior
    • idempotency and duplicate request handling when relevant
  • Regression tests:
    • every bug fix must add at least one failing-then-passing test
    • test must assert behavior outcome, not implementation details

8) Run final quality gate before completion

  • Execute references/checklist.md fully.
  • Discover verification commands from the host repository before running tests:
    • inspect package/workspace scripts for unit/integration/e2e commands
    • inspect CI workflows to identify required checks for affected paths
    • do not assume script names; infer by behavior
  • Run concrete verification commands for the touched slice paths:
    • smallest relevant unit command(s)
    • integration command(s) when boundaries/persistence changed
    • e2e command(s) when user-visible workflows changed
  • Prefer package/service-local commands first. Do not use repository root tests when the repo uses a root test guard.
  • Keep verification aligned with required CI checks for the affected area.
  • Record exact commands executed, pass/fail outcome, and intentional skips with residual risk.
  • Record residual risks and follow-ups.
  • Call out compatibility or migration impact.

Choose a Blueprint

Read references/blueprints.md to pick folder templates for backend-only and fullstack repositories.

Apply Naming Conventions

Read references/naming.md and pick canonical package and slice names before creating folders and contracts.

Validate Slice Quality

Read references/checklist.md and execute the checks before finalizing changes. Do not mark complete if any required check fails.

Build Mature Test Suites

Read references/testing-maturity.md when designing tests. Use it to choose test depth, avoid shallow suites, and ensure regressions are captured.

Refactor Toward Slices

If starting from layered architecture, read references/adoption-playbook.md and migrate one feature at a time.