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jsonapi
// Strict JSON:API v1.1 specification compliance. Trigger: When creating or modifying API endpoints, reviewing API responses, or validating JSON:API compliance.
// Strict JSON:API v1.1 specification compliance. Trigger: When creating or modifying API endpoints, reviewing API responses, or validating JSON:API compliance.
Django REST Framework patterns. Trigger: When implementing generic DRF APIs (ViewSets, serializers, routers, permissions, filtersets). For Prowler API specifics (RLS/RBAC/Providers), also use prowler-api.
Reviews Django migration files for PostgreSQL best practices specific to Prowler. Trigger: When creating migrations, running makemigrations/pgmakemigrations, reviewing migration PRs, adding indexes or constraints to database tables, modifying existing migration files, or writing data backfill migrations. Always use this skill when you see AddIndex, CreateModel, AddConstraint, RunPython, bulk_create, bulk_update, or backfill operations in migration files.
Create and maintain GitHub Agentic Workflows (gh-aw) for Prowler. Trigger: When creating agentic workflows, modifying gh-aw frontmatter, configuring safe-outputs, setting up MCP servers in workflows, importing Copilot Custom Agents, or debugging gh-aw compilation.
Next.js 16 App Router patterns. Trigger: When working in Next.js App Router (app/), Server Components vs Client Components, Server Actions, Route Handlers, proxy.ts, caching/revalidation, Cache Components, and streaming/Suspense.
Playwright E2E testing patterns. Trigger: When writing Playwright E2E tests (Page Object Model, selectors, MCP exploration workflow). For Prowler-specific UI conventions under ui/tests, also use prowler-test-ui.
PostgreSQL indexing best practices for Prowler: index design, partial indexes, partitioned table indexing, EXPLAIN ANALYZE validation, concurrent operations, monitoring, and maintenance. Trigger: When creating or modifying PostgreSQL indexes, analyzing query performance with EXPLAIN, debugging slow queries, reviewing index usage statistics, reindexing, dropping indexes, or working with partitioned table indexes. Also trigger when discussing index strategies, partial indexes, or index maintenance operations like VACUUM or ANALYZE.
| name | jsonapi |
| description | Strict JSON:API v1.1 specification compliance. Trigger: When creating or modifying API endpoints, reviewing API responses, or validating JSON:API compliance. |
| license | Apache-2.0 |
| metadata | {"author":"prowler-cloud","version":"1.0.0","scope":["root","api"],"auto_invoke":["Creating API endpoints","Modifying API responses","Reviewing JSON:API compliance"]} |
This skill focuses on spec compliance. For implementation patterns (ViewSets, Serializers, Filters), use django-drf skill together with this one.
| Skill | Focus |
|---|---|
jsonapi | What the spec requires (MUST/MUST NOT rules) |
django-drf | How to implement it in DRF (code patterns) |
When creating/modifying endpoints, invoke BOTH skills.
ALWAYS validate against the latest spec before creating or modifying endpoints:
If Context7 MCP is available, query the JSON:API spec directly:
mcp_context7_resolve-library-id(query="jsonapi specification")
mcp_context7_query-docs(libraryId="<resolved-id>", query="[specific topic: relationships, errors, etc.]")
If Context7 is not available, fetch from the official spec:
WebFetch(url="https://jsonapi.org/format/", prompt="Extract rules for [specific topic]")
This ensures compliance with the latest JSON:API version, even after spec updates.
data and errors in the same responsedata, errors, metatype and id (string) in resource objectsid when creating resources (server generates it)Content-Type: application/vnd.api+jsonAccept: application/vnd.api+jsonext/profileid (even if UUID)typeid or type inside attributesattributes - use relationshipslinks, data, or meta{"type": "...", "id": "..."}{"errors": [...]}status as string (e.g., "400", not 400)source.pointer for field-specific errors| Operation | Success | Async | Conflict | Not Found | Forbidden | Bad Request |
|---|---|---|---|---|---|---|
| GET | 200 | - | - | 404 | 403 | 400 |
| POST | 201 | 202 | 409 | 404 | 403 | 400 |
| PATCH | 200 | 202 | 409 | 404 | 403 | 400 |
| DELETE | 200/204 | 202 | - | 404 | 403 | - |
| Code | Use When |
|---|---|
200 OK | Successful GET, PATCH with response body, DELETE with response |
201 Created | POST created resource (MUST include Location header) |
202 Accepted | Async operation started (return task reference) |
204 No Content | Successful DELETE, PATCH with no response body |
400 Bad Request | Invalid query params, malformed request, unknown fields |
403 Forbidden | Authentication ok but no permission, client-generated ID rejected |
404 Not Found | Resource doesn't exist OR RLS hides it (never reveal which) |
409 Conflict | Duplicate ID, type mismatch, relationship conflict |
415 Unsupported | Wrong Content-Type header |
{
"data": {
"type": "providers",
"id": "550e8400-e29b-41d4-a716-446655440000",
"attributes": {
"alias": "Production",
"connected": true
},
"relationships": {
"tenant": {
"data": {"type": "tenants", "id": "..."}
}
},
"links": {
"self": "/api/v1/providers/550e8400-..."
}
},
"links": {
"self": "/api/v1/providers/550e8400-..."
}
}
{
"data": [
{"type": "providers", "id": "...", "attributes": {...}},
{"type": "providers", "id": "...", "attributes": {...}}
],
"links": {
"self": "/api/v1/providers?page[number]=1",
"first": "/api/v1/providers?page[number]=1",
"last": "/api/v1/providers?page[number]=5",
"prev": null,
"next": "/api/v1/providers?page[number]=2"
},
"meta": {
"pagination": {"count": 100, "pages": 5}
}
}
{
"errors": [
{
"status": "400",
"code": "invalid",
"title": "Invalid attribute",
"detail": "UID must be 12 digits for AWS accounts",
"source": {"pointer": "/data/attributes/uid"}
}
]
}
| Family | Format | Example |
|---|---|---|
page | page[number], page[size] | ?page[number]=2&page[size]=25 |
filter | filter[field], filter[field__op] | ?filter[status]=FAIL |
sort | Comma-separated, - for desc | ?sort=-inserted_at,name |
fields | fields[type] | ?fields[providers]=id,alias |
include | Comma-separated paths | ?include=provider,scan.task |
400 for unsupported query parameters400 for unsupported include paths400 for unsupported sort fieldsfields[type] is specified| Violation | Wrong | Correct |
|---|---|---|
| ID as integer | "id": 123 | "id": "123" |
| Type as camelCase | "type": "providerGroup" | "type": "provider-groups" |
| FK in attributes | "tenant_id": "..." | "relationships": {"tenant": {...}} |
| Errors not array | {"error": "..."} | {"errors": [{"detail": "..."}]} |
| Status as number | "status": 400 | "status": "400" |
| Data + errors | {"data": ..., "errors": ...} | Only one or the other |
| Missing pointer | {"detail": "Invalid"} | {"detail": "...", "source": {"pointer": "..."}} |
PATCH /api/v1/providers/123/relationships/tenant
Content-Type: application/vnd.api+json
{"data": {"type": "tenants", "id": "456"}}
To clear: {"data": null}
| Operation | Method | Body |
|---|---|---|
| Replace all | PATCH | {"data": [{...}, {...}]} |
| Add members | POST | {"data": [{...}]} |
| Remove members | DELETE | {"data": [{...}]} |
include)When using ?include=provider:
{
"data": {
"type": "scans",
"id": "...",
"relationships": {
"provider": {
"data": {"type": "providers", "id": "prov-123"}
}
}
},
"included": [
{
"type": "providers",
"id": "prov-123",
"attributes": {"alias": "Production"}
}
]
}
django-drf skill for DRF-specific patternsprowler-test-api skill for test patterns