An AI harness is a structured set of files, rules, skills, workflows, and project context that surrounds an AI coding agent.

Instead of repeating the same instructions in every prompt, the harness gives the agent a consistent way of working across tasks and sessions.

And that's the key idea:

Prompting tells the agent what to do. A harness tells it how to work.

The Problem