mlld:fanout

What problem does it solve?

This skill reduces the time and complexity of analyzing many items by enabling on-the-fly parallel LLM processing instead of serial, single-item calls.

Core Features & Use Cases

• Fan-out in parallel: compose a mlld script and execute it with mlld -e to process multiple items concurrently.
• Validation and execution workflow: use mlld_validate to verify scripts before running, and run with mlld -e to obtain structured JSON results.
• Progress and structured output: provide progress logs and return results in a structured format for downstream processing.

Quick Start

Create a mlld script that analyzes a batch of items in parallel and run it with mlld -e.