Feature Overview

Dynamic Skills (2026 Q3)

Dynamic skills use server composition of text fragments to produce adaptive agent skills.

Summary

File-system owned skills have several challenges:

  • Because they are static, they do not compose and cannot be assembled without a client-side build process at install; they cannot factor in customization by project, by user
  • They require synchronization and updating on the client side
  • It is difficult to monitor telemetry without client-side hooks

Zeeq dynamic skills are delivered as MCP prompts that allow assembly of standard templates into a single skill.

This allows ease of updating behaviors across skills, developers and teams to share skills yet still be able to personalize them, and low-friction updates to skills without having to re-deploy or re-install them.

Conceptual design of Zeeq's closed loop