Mahal Systems

Overview › Benchmark catalog

MetaTool

Fits any agent with a large tool catalog where the first failure is picking the wrong tool. Its four selection subtasks (similar, scenario-specific, reliability, multi-tool) are a ready taxonomy for tool-routing test cases.

What it asks the agent to do

  • decide whether a request needs a tool at all
  • choose one tool among several with similar descriptions
  • choose tools for a request that needs more than one
  • avoid an unreliable tool when a safer one exists

What to borrow from it

taxonomycase template

Caveats

Selection only, no execution and no conversation; queries are ChatGPT-generated and the repo has been idle since early 2024.

Details

Workloadsgeneral assistant, tool calling
Interactionsingle turn
Environmentstatic
End state checkedNo
Tools195 tool descriptions derived from the OpenAI plugin list
Gradingexact match
Size21,127
Datasynthetic
Personal datanone
LicenseMIT
Harnessown repo
Statusfrozen

Links