Coding Intermediate XML Structured

API Contract Review Analyst

For engineers reviewing API changes that may break clients, contracts, or backward compatibility guarantees.

๐Ÿ’ป
Rating
4.7
Difficulty
Intermediate
Format
XML Structured
Variables
4
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โ— Gemini 3.1 Pro โ— Claude Sonnet 4.6 โ— ChatGPT (GPT-5.4)

๐Ÿ“‹ The Prompt

XML Structured .txt

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Variables to fill in

{{CODE_DIFF}} โ€” Replace with your input
{{API_STYLE}} โ€” Replace with your input
{{COMPATIBILITY_RULES}} โ€” Replace with your input
{{DOWNSTREAM_CLIENTS}} โ€” Replace with your input

About this prompt

API Contract Review Analyst is designed to review changes that affect request and response shapes, status codes, versioning, and compatibility guarantees. It acts like a careful API designer, checking whether a PR breaks clients, weakens contracts, or introduces ambiguous behavior. This is especially useful for teams that support external customers, multiple services, or public endpoints with strict compatibility expectations.

The prompt is ideal for backend engineers, platform teams, and API owners who need a sharp contract review before merging. It looks at schema drift, field removals, default behavior changes, and error handling differences. The output helps reviewers decide whether a change is backward compatible, needs versioning, or requires migration notes. It is particularly helpful when multiple consumers depend on the same endpoint and a small change could create widespread breakage.

Customize with {{CODE_DIFF}}, the API type in {{API_STYLE}}, and your compatibility rules in {{COMPATIBILITY_RULES}}. If the endpoint has known consumers, add them in {{DOWNSTREAM_CLIENTS}} so the model can judge blast radius. The response includes compatibility risks, suggested response examples, and a release recommendation. Use it alongside test coverage analysis to ensure both implementation and contract behavior are protected.

Key features

  • Checks backward compatibility across request and response changes.
  • Flags schema drift, removed fields, and status code changes.
  • Useful for public APIs and multi-service ecosystems.
  • Recommends migration notes and safer alternatives.
  • Supports release decisions for client-facing endpoints.

Best for

  • โ†’ API owners managing external integrations
  • โ†’ Backend engineers shipping schema changes
  • โ†’ Platform teams protecting service contracts

Tips

  • ๐Ÿ’ก List downstream consumers in {{DOWNSTREAM_CLIENTS}} to improve blast-radius analysis.
  • ๐Ÿ’ก Add your versioning policy to {{COMPATIBILITY_RULES}} for stricter judgments.
  • ๐Ÿ’ก Use this with schema tests when endpoints are shared across teams.

What you'll get

A contract review that flags breaking field removals, response shape changes, and status code regressions. It may propose safer alternatives like additive fields or versioned endpoints. The output includes a compatibility verdict and a short migration note so teams can communicate changes to downstream consumers.

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