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Platform concepts

AI Workload

The smallest production unit that can contain multiple model calls, API calls, tool executions, or workflow steps.

LoomLoom

A template-based workflow service and CLI for structured, repeatable AI work. LoomLoom sends confirmed executions to the configured remote service and returns run records, result rows, workbooks, and artifacts.

LoomLoom workflow objects

Inputs

  • Workbook input is the default user experience for official templates, private templates, and Market SkillBots.
  • JSON or JSONL input is available for programmatic CLI workflows.
  • Input assets are reference files used inside template fields. They are not row-data files.
  • Orchestration inputs contain JSONL rows for private-template execution. Their IDs cannot be substituted for input-asset IDs.

Preparation and execution

Validation, uploads, downloads, schema inspection, model lookup, quoting, and prechecks prepare a workflow. They do not start a paid run. An execution command creates a hosted run. Review the current estimate and explicitly confirm each execution. A previous confirmation does not apply to changed input, a different template, or a later run.

Learn the template types

Choose between an official template, a private template, and a Market SkillBot.