Convert an API Response Into a Contract Violation Tracker
Paste a live API response and a schema or docs excerpt to find every field that lies, drifts, or goes missing.
The Prompt
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Extract API Contract Drift From OpenAPI Specs
Find gaps between documented OpenAPI schemas and actual implementation across route handlers.
Cursor: Negotiate the API Contract Before Writing Either Side
Forces a frontend and backend contract negotiation before code on either side gets written, killing rework loops.
JSON Schema Output Contract for Production Pipelines
Force ChatGPT to return strictly valid JSON matching your schema, with self-validation and a fail-safe.
Find Every API Endpoint With No Rate Limit Attached
Scans your route definitions to surface every endpoint that has no rate limiting middleware or decorator applied.