API Design
This skill enables an AI agent to design production-quality RESTful APIs. The agent models resources, defines endpoints with correct HTTP method semantics, selects appropriate status codes, implements pagination and versioning strategies, and produces OpenAPI documentation. The output follows REST constraints including statelessness, uniform interface, and resource-based URIs.
Workflow
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Identify resources and relationships: Analyze the application domain to extract nouns as resources (e.g., users, tasks, comments). Map relationships between resources—one-to-many, many-to-many—and determine whether sub-resources or independent collections are appropriate. Avoid verb-based endpoints; resources should represent entities, not actions.
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Define endpoints and HTTP methods: For each resource, define CRUD endpoints using the correct HTTP methods. Use GET for retrieval (safe, idempotent), POST for creation (not idempotent), PUT for full replacement (idempotent), PATCH for partial updates (idempotent), and DELETE for removal (idempotent). Nest sub-resources under their parent when the relationship is strong (e.g.,
/tasks/{id}/comments). -
Design request and response schemas: Define JSON request bodies, response payloads, and query parameters for each endpoint. Include field names in snake_case or camelCase consistently. Specify required vs. optional fields, data types, and validation constraints. Design a consistent error response envelope used across all endpoints.
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Implement pagination, filtering, and sorting: For list endpoints, add cursor-based or offset pagination with
limitandoffset(orcursor) query parameters. Support filtering via query parameters (e.g.,?status=active) and sorting withsortandorderparameters. Return pagination metadata in the response body including total count, next/previous links. -
Define versioning and content negotiation: Choose a versioning strategy—URI path (
/v1/tasks), query parameter (?version=1), or Accept header (Accept: application/vnd.api.v1+json). URI path versioning is simplest and most common. Ensure backward compatibility within a version and document deprecation timelines. -
Generate OpenAPI documentation: Produce a complete OpenAPI 3.0 specification with paths, schemas, security schemes, and example requests/responses. Include rate limiting headers (
X-RateLimit-Limit,X-RateLimit-Remaining,X-RateLimit-Reset) in response documentation.
Supported Technologies
- Specification formats: OpenAPI 3.0/3.1, JSON Schema, AsyncAPI (for event-driven extensions)
- Frameworks: Express.js, FastAPI, Django REST Framework, Spring Boot, Rails API
- Documentation tools: Swagger UI, Redoc, Stoplight
- Testing: Postman, Insomnia, REST Client (VS Code), curl
Usage
Provide the agent with a description of the application domain, the entities involved, and the operations users need to perform. The agent will produce endpoint definitions, request/response schemas, and an OpenAPI specification. You can iterate by requesting changes to specific endpoints, adding pagination, or adjusting error formats.
Examples
Example 1: Task Management API (OpenAPI Spec Snippet)
yamlopenapi: 3.0.3 info: title: Task Management API version: 1.0.0 description: RESTful API for managing tasks and projects. servers: - url: https://api.example.com/v1 paths: /tasks: get: summary: List all tasks parameters: - name: status in: query schema: type: string enum: [pending, in_progress, done] - name: limit in: query schema: type: integer default: 20 maximum: 100 - name: cursor in: query schema: type: string responses: "200": description: Paginated list of tasks headers: X-RateLimit-Limit: schema: type: integer X-RateLimit-Remaining: schema: type: integer content: application/json: schema: type: object properties: data: type: array items: $ref: "#/components/schemas/Task" pagination: $ref: "#/components/schemas/CursorPagination" post: summary: Create a new task requestBody: required: true content: application/json: schema: $ref: "#/components/schemas/TaskCreate" responses: "201": description: Task created content: application/json: schema: $ref: "#/components/schemas/Task" "422": description: Validation error content: application/json: schema: $ref: "#/components/schemas/ErrorResponse" /tasks/{taskId}: get: summary: Get a task by ID parameters: - name: taskId in: path required: true schema: type: string format: uuid responses: "200": description: Task details "404": description: Task not found components: schemas: Task: type: object properties: id: type: string format: uuid title: type: string description: type: string status: type: string enum: [pending, in_progress, done] created_at: type: string format: date-time TaskCreate: type: object required: [title] properties: title: type: string maxLength: 255 description: type: string assignee_id: type: string format: uuid CursorPagination: type: object properties: next_cursor: type: string nullable: true has_more: type: boolean ErrorResponse: type: object properties: error: type: object properties: code: type: string message: type: string details: type: array items: type: object properties: field: type: string reason: type: string
Example 2: Consistent Error Response Format
json{ "error": { "code": "VALIDATION_ERROR", "message": "Request validation failed.", "details": [ { "field": "title", "reason": "Title is required and cannot be empty." }, { "field": "assignee_id", "reason": "Must be a valid UUID." } ], "request_id": "req_abc123", "documentation_url": "https://api.example.com/docs/errors#VALIDATION_ERROR" } }
Standard error codes to use consistently across all endpoints:
| HTTP Status | Error Code | Meaning |
|---|---|---|
| 400 | BAD_REQUEST | Malformed request syntax |
| 401 | UNAUTHORIZED | Missing or invalid authentication |
| 403 | FORBIDDEN | Authenticated but insufficient permissions |
| 404 | NOT_FOUND | Resource does not exist |
| 409 | CONFLICT | Resource state conflict (e.g., duplicate) |
| 422 | VALIDATION_ERROR | Semantic validation failure |
| 429 | RATE_LIMITED | Too many requests |
| 500 | INTERNAL_ERROR | Unexpected server error |
Best Practices
- Use plural nouns for resource paths (
/tasks, not/task) and avoid verbs in URIs. Actions that don't map to CRUD should use sub-resources (e.g.,POST /tasks/{id}/archive). - Design for idempotency by supporting
Idempotency-Keyheaders on POST requests. PUT and DELETE are naturally idempotent; document this behavior clearly. - Include rate limiting headers (
X-RateLimit-Limit,X-RateLimit-Remaining,X-RateLimit-Reset) on every response so clients can self-throttle. - Use HATEOAS links in responses to enable API discoverability. Include
_linkswithself,next,prev, and related resource URIs where appropriate. - Version from day one even if you only have v1. This prevents painful migrations later. Deprecate old versions with
SunsetandDeprecationheaders. - Return
Locationheader on 201 Created responses pointing to the newly created resource URI.
Edge Cases
- Empty collections: Return
200 OKwith an emptydataarray andhas_more: false, not404. - Deleted resources: Return
404 Not Foundfor hard-deleted resources. For soft-deleted resources, return410 Gonewith metadata about when the resource was deleted. - Concurrent updates: Use
ETagandIf-Matchheaders for optimistic concurrency control. Return412 Precondition Failedif the resource has changed since the client last fetched it. - Partial failures in batch operations: Return
207 Multi-Statuswith per-item status codes so clients know which items succeeded and which failed. - Trailing slashes: Normalize
/tasks/and/tasksto the same handler. Return301redirects if you enforce one canonical form. - Unknown query parameters: Ignore unknown parameters silently or return
400with a clear message—pick one strategy and be consistent.

