Chat UX Best Practices

Use this skill for private operator chat, evidence review chat, agent delegation chat, and compliance-oriented chat surfaces. These interfaces are not consumer chatbots and not generic dashboards. The chat is the command surface; structured run, evidence, trace, receipt, and artifact objects are the operational surface.

This skill was created from the local chat-operator-ux guidance and generalized so it can apply to SPARTA Chat, PDF Lab, subagent control planes, evidence-case review, and similar agent-operated tools.

Core Doctrine