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Automate Twelve Data tasks via Rube MCP (Composio). Always search tools first for current schemas.
Passed 14 of 18 test cases with the skill, and 7 of 18 without it.
and 7 more in the full report
8 fixed9 passed either way5 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.
When writing Python code inside RUBE_REMOTE_WORKBENCH to execute Twelve Data operations in bulk, what helper function should be called inside the script to execute the tool?
| Checked | Without skill | With skill |
|---|---|---|
| Specifies calling run_composio_tool() inside the remote workbench script. | Missed | Passed |
The instructions your model reads when the skill loads.
Automate Twelve Data operations through Composio's Twelve Data toolkit via Rube MCP.
Toolkit docs: composio.dev/toolkits/twelve_data
RUBE_MANAGE_CONNECTIONS with toolkit twelve_dataRUBE_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 twelve_dataAlways discover available tools before executing workflows:
RUBE_SEARCH_TOOLS
queries: [{use_case: "Twelve Data 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 Twelve Data task"}]
test cases passed, vs 7 / 18 without
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