Agent UX

The interaction surface an AI agent acts through as an end user — a product UI, app, or computer-use target it perceives, chooses an action on, and acts on, often on a human's behalf. The agent-actor analog of human UX. Provenance lives in skill.json; this file is runtime routing only.

Produces: a change-plan.md (DO), an audit-report.md plus a findings-ledger + workflow-state when tracked (REVIEW), or a design-doc.md / refactor-runbook.md / explanation.md (DESIGN).

Core principle

An agent can act only on what it can perceive, can act safely only on what it can target deterministically, and must not act past its authority. Expose state in structure, not pixels; target by stable handle, not coordinates; gate the irreversible action in-path.

Activation