From ai-toolkit
Designs RPC-style APIs with layered architecture (Controller → Manager → Repository). Use when creating new API endpoints, designing contracts, or reviewing patterns.
npx claudepluginhub c0x12c/ai-toolkit --plugin ai-toolkitThis skill uses the workspace's default tool permissions.
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Compares coding agents like Claude Code and Aider on custom YAML-defined codebase tasks using git worktrees, measuring pass rate, cost, time, and consistency.
Designs and optimizes AI agent action spaces, tool definitions, observation formats, error recovery, and context for higher task completion rates.
Designs, implements, and audits WCAG 2.2 AA accessible UIs for Web (ARIA/HTML5), iOS (SwiftUI traits), and Android (Compose semantics). Audits code for compliance gaps.
GET /api/v1/employees # List (plural)
GET /api/v1/employee # Get one (?id=xxx)
POST /api/v1/employee # Create
POST /api/v1/employee/update # Update (?id=xxx)
POST /api/v1/employee/delete # Soft delete (?id=xxx)
POST /api/v1/employee/restore # Restore (?id=xxx)
POST /api/v1/sync/employees # Action
@QueryValue, never @PathVariable/employee not /employees/{id}/employees/delete, /restore, /syncController → thin, just delegates
↓
Manager → business logic, transactions, Either returns
↓
Repository → data access only, no business logic
.throwOrValue()Either<ClientException, T>transaction(db.primary) { }db.replica for reads, db.primary for writesdeletedAt.isNull()The core controller delegation pattern:
@Get("/employee")
suspend fun getEmployee(@QueryValue id: UUID): EmployeeResponse {
return employeeManager.findById(id).throwOrValue()
}
companion object { fun from(entity) } in module-client/response/{domain}/EmployeeListResponse with items, total, page, limit, hasMoreClientError.NOT_FOUND.asException().left() from managers, never throw@Factory class with @Singleton method, wire repos + db into managerSee code-patterns.md for complete controller, response model, pagination, error handling, and factory bean templates.
@QueryValue params MUST have explicit snake_case names. The frontend axios interceptor sends project_id but Micronaut matches the literal param name. Write @QueryValue("project_id") projectId: UUID, not bare @QueryValue projectId: UUID.@Put, @Delete, or @Patch. This is RPC-style — all mutations are @Post. The only @Get is for reads.private val fooRepository: FooRepository in a controller, move it to the manager.andWhere {} not second .where {}. Calling .where {} twice replaces the first condition. Use .andWhere {} to chain.@ExecuteOn(TaskExecutors.IO). Without it, suspend functions may hang or run on the wrong thread pool. Every controller needs it.