I prefer the skill/CLI approach, but with Claude, I have found that building skills or plugins using CLI tools or bespoke code connected to external APIs runs into a problem with what Claude allows in its locked-down sandbox, particularly in Co-Work. The only way out of the sandbox seems to be MCP, and even then, there are timeout issues.