Mahal Systems

Overview › Benchmark catalog

OSUniverse

Fits teams that want a difficulty ladder for desktop agents. Borrow the five tiers (paper to gold) with step budgets and the checklist-based Gemini validator.

What it asks the agent to do

  • click precisely on a desktop target
  • complete browser, terminal, GIMP, LibreOffice and multi-app tasks
  • play simple desktop games

What to borrow from it

taxonomygrading design

Caveats

Validator is an LLM judge over screenshots, not a state check; small; difficulty tuned so agents stay under 50 percent at release.

Details

Workloadscomputer use, games
Interactionsingle turn
Environmentdesktop
End state checkedNo
ToolsDocker virtual desktop (AgentDesk)
Gradingllm judge, human
Size160
Datasynthetic
Personal datanone
LicenseMIT
Harnessown repo
Statusactive

Links