Workflow Executor

The Workflow Executor is a core capability for Looplia designed to manage sophisticated AI agent pipelines defined in Markdown. It utilizes a skills-first architecture that executes each workflow step in a separate, isolated context window to prevent memory pollution and ensure maximum task precision. By handling sandbox environments, resolving step dependencies via topological sorting, and enforcing mandatory output validation, it provides a robust framework for building reliable automated systems for research, content creation, and software development tasks.

Key Features

Use Cases