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Automate Mem tasks via Rube MCP (Composio). Always search tools first for current schemas.
Passed 18 of 22 test cases with the skill, and 10 of 22 without it.
and 12 more in the full report
9 fixed10 passed either way4 still failing0 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.
During tool discovery for Mem operations, the search response returned a tool item containing a schemaRef field rather than a full inline parameter schema. What tool call should be issued to retrieve the complete schema?
| Checked | Without skill | With skill |
|---|---|---|
| The response specifies calling RUBE_GET_TOOL_SCHEMAS to retrieve the full tool schema. | Missed | Passed |
The instructions your model reads when the skill loads.
Automate Mem operations through Composio's Mem toolkit via Rube MCP.
Toolkit docs: composio.dev/toolkits/mem
RUBE_MANAGE_CONNECTIONS with toolkit memRUBE_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 memAlways discover available tools before executing workflows:
RUBE_SEARCH_TOOLS
queries: [{use_case: "Mem 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 Mem task"}]
test cases passed, vs 10 / 22 without
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