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Automate PDF API IO tasks via Rube MCP (Composio). Always search tools first for current schemas.
Passed 18 of 21 test cases with the skill, and 7 of 21 without it.
and 9 more in the full report
12 fixed7 passed either way3 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 12 test cases the skill fixed. Same model, same prompt, with and without the skill.
When verifying connection status for cloud PDF processing via Rube, which exact toolkit name must be passed into the connection manager?
| Checked | Without skill | With skill |
|---|---|---|
| Identifies pdf_api_io as the toolkit identifier for connection management. | Missed | Passed |
The instructions your model reads when the skill loads.
Automate PDF API IO operations through Composio's PDF API IO toolkit via Rube MCP.
Toolkit docs: composio.dev/toolkits/pdf_api_io
RUBE_MANAGE_CONNECTIONS with toolkit pdf_api_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 pdf_api_ioAlways discover available tools before executing workflows:
RUBE_SEARCH_TOOLS
queries: [{use_case: "PDF API 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 PDF API IO task"}]
test cases passed, vs 7 / 21 without
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