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+ name: cli-bench
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+ version: "1.0"
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+ description: |
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+ CLI-Bench evaluates AI agents on their ability to use command-line tools
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+ to accomplish real-world tasks across developer platforms and services.
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+ Tasks span single-tool operations, multi-tool orchestration, and complex
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+ workflows involving fictional CLIs.
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+
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+ task_count: 40
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+ difficulty_distribution:
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+ easy: 20
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+ medium: 10
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+ hard: 10
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+
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+ categories:
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+ - devops
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+ - project_mgmt
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+ - communication
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+ - data_ops
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+ - custom_cli
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+ - composite
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+
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+ tools:
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+ real_world:
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+ - gh # GitHub CLI
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+ - slack # Slack CLI
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+ - linear # Linear CLI
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+ - notion # Notion CLI
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+ - google # Google Workspace (Gmail, Calendar, Drive)
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+ - jira # Jira CLI
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+ - microsoft # Microsoft 365
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+ fictional:
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+ - kforge # Artifact/deployment management
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+ - flowctl # Workflow/approval engine
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+ - meshctl # Service mesh control
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+ - datapipe # ETL pipeline builder
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+ - alertmgr # Alert/incident management
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+
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+ scoring:
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+ dimensions:
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+ outcome: "Did the agent achieve the desired end state?"
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+ efficiency: "Did the agent use a reasonable number of commands?"
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+ recovery: "Did the agent handle errors or unexpected states gracefully?"
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+ default_weights:
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+ outcome: 0.6
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+ efficiency: 0.2
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+ recovery: 0.2
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+
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+ created: "2026-03-12"