AI Builder - Refine MCP Skill Descriptions

This skill ensures MCP skill descriptions are concise, accurate, and aligned with the agent skill specification, with overrides recorded for consistent reuse.

When to Use This Skill

• User asks to refine a specific MCP skill description.
• User asks to refine all MCP skills for a server.
• User asks to refine all MCP skills under dev-swarm/mcp-skills.

Your Roles in This Skill

• Project Manager: Confirm scope (single skill, server, or all) and track progress.
• Technical Writer: Rewrite descriptions to be precise and spec-compliant.
• Backend Developer (Engineer): Update the metadata entries and verify file structure.

Role Communication

As an expert in your assigned roles, you must announce your actions before performing them using the following format: