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Automate Stormglass IO tasks via Rube MCP (Composio). Always search tools first for current schemas.
Passed 15 of 18 test cases with the skill, and 8 of 18 without it.
and 8 more in the full report
9 fixed9 passed either way3 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.
We need to authenticate our Stormglass IO integration in Rube MCP. What specific toolkit identifier must be supplied to RUBE_MANAGE_CONNECTIONS?
| Checked | Without skill | With skill |
|---|---|---|
| Specifies stormglass_io as the toolkit parameter. | Missed | Passed |
The instructions your model reads when the skill loads.
Automate Stormglass IO operations through Composio's Stormglass IO toolkit via Rube MCP.
Toolkit docs: composio.dev/toolkits/stormglass_io
RUBE_MANAGE_CONNECTIONS with toolkit stormglass_ioRUBE_SEARCH_TOOLS first to get current tool schemasGet Rube MCP: Add https://rube.app/mcp as an MCP server in your client configuration. No API keys needed — just add the endpoint and it works.
RUBE_SEARCH_TOOLS respondsRUBE_MANAGE_CONNECTIONS with toolkit stormglass_ioAlways discover available tools before executing workflows:
RUBE_SEARCH_TOOLS
queries: [{use_case: "Stormglass IO operations", known_fields: ""}]
session: {generate_id: true}
This returns available tool slugs, input schemas, recommended execution plans, and known pitfalls.
RUBE_SEARCH_TOOLS
queries: [{use_case: "your specific Stormglass IO task"}]
test cases passed, vs 8 / 18 without
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