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Automate Pipeline CRM 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 10 more in the full report
8 fixed10 passed either way4 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.
When invoking an execution payload for Pipeline CRM via multi-execute, even if there is no context to pass, what top-level argument must strictly be included?
| Checked | Without skill | With skill |
|---|---|---|
| Includes the memory parameter in the execution payload. | Missed | Passed |
The instructions your model reads when the skill loads.
Automate Pipeline CRM operations through Composio's Pipeline CRM toolkit via Rube MCP.
Toolkit docs: composio.dev/toolkits/pipeline_crm
RUBE_MANAGE_CONNECTIONS with toolkit pipeline_crmRUBE_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 pipeline_crmAlways discover available tools before executing workflows:
RUBE_SEARCH_TOOLS
queries: [{use_case: "Pipeline CRM 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 Pipeline CRM task"}]
test cases passed, vs 8 / 18 without
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