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Get Started Free →composiohq/abstract-automation
Automate Abstract tasks via Rube MCP (Composio). Always search tools first for current schemas.
Passed 11 of 17 test cases with the skill, and 4 of 17 without it.
and 8 more in the full report
10 fixed5 passed either way7 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.
What field must be included inside each search query object when executing tool discovery via RUBE_SEARCH_TOOLS?
| Checked | Without skill | With skill |
|---|---|---|
| Includes the use_case field inside query items | Missed | Passed |
The instructions your model reads when the skill loads.
Automate Abstract operations through Composio's Abstract toolkit via Rube MCP.
Toolkit docs: composio.dev/toolkits/abstract
RUBE_MANAGE_CONNECTIONS with toolkit abstractRUBE_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 abstractAlways discover available tools before executing workflows:
RUBE_SEARCH_TOOLS
queries: [{use_case: "Abstract 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 Abstract task"}]
test cases passed, vs 4 / 17 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.