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jarvis/skills/software/api-backend.md
2026-03-24 00:11:34 -05:00

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API and Backend Work

Purpose

Guide server-side, service, API, data, and integration changes with attention to contracts, compatibility, failure handling, and operational impact.

When to use

  • Modifying endpoints, handlers, services, jobs, or data flows
  • Adding or changing schemas, persistence, or integration behavior
  • Working on backend business logic or infrastructure-facing code
  • Investigating performance, reliability, or contract issues on the server side

Inputs to gather

  • API contracts, schema, storage models, and service boundaries
  • Existing validation, auth, error handling, and observability patterns
  • Compatibility constraints for clients, data, and deployments
  • Current tests and representative request or event flows

How to work

  • Trace the full request or job lifecycle before changing a boundary.
  • Preserve compatibility intentionally or document the break clearly.
  • Handle validation, authorization, error responses, and retries in line with existing system behavior.
  • Consider migration, rollout, and operational visibility when data or contracts change.
  • Add or update tests at the right layer for the change.

Output expectations

  • Working backend change with contract implications made explicit
  • Notes on schema, config, data, or rollout impact
  • Verification results covering the critical paths

Quality checklist

  • Inputs and outputs are validated appropriately.
  • Failure handling is explicit and consistent.
  • Compatibility and migration impact are understood.
  • Logging, metrics, or observability concerns are addressed when relevant.

Handoff notes

  • Call out any required coordination with frontend, data migration, configuration, or deployment steps.
  • Note backwards-incompatible changes clearly and early.